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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging</journal-id>
<journal-title>Frontiers in Aging</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging</abbrev-journal-title>
<issn pub-type="epub">2673-6217</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1234572</article-id>
<article-id pub-id-type="doi">10.3389/fragi.2023.1234572</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immunosenescence and multiple sclerosis: inflammaging for prognosis and therapeutic consideration</article-title>
<alt-title alt-title-type="left-running-head">Thakolwiboon et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fragi.2023.1234572">10.3389/fragi.2023.1234572</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Thakolwiboon</surname>
<given-names>Smathorn</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2337972/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mills</surname>
<given-names>Elizabeth A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/418384/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Jennifer</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2335386/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Doty</surname>
<given-names>Jonathan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Belkin</surname>
<given-names>Martin I.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cho</surname>
<given-names>Thomas</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Schultz</surname>
<given-names>Charles</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mao-Draayer</surname>
<given-names>Yang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Neurology</institution>, <institution>University of Michigan</institution>, <addr-line>Ann Arbor</addr-line>, <addr-line>MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Michigan Institute for Neurological Disorders</institution>, <addr-line>Farmington Hills</addr-line>, <addr-line>MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Autoimmune Center of Excellence</institution>, <institution>University of Michigan</institution>, <addr-line>Ann Arbor</addr-line>, <addr-line>MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Graduate Program in Immunology</institution>, <institution>Program in Biomedical Sciences</institution>, <institution>University of Michigan</institution>, <addr-line>Ann Arbor</addr-line>, <addr-line>MI</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/68477/overview">Gordon D. Waiter</ext-link>, University of Aberdeen, United Kingdom</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/486774/overview">Mois&#xe9;s Evandro Bauer</ext-link>, Pontifical Catholic University of Rio Grande do Sul, Brazil</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yang Mao-Draayer, <email>yangmaodraayer@gmail.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1234572</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Thakolwiboon, Mills, Yang, Doty, Belkin, Cho, Schultz and Mao-Draayer.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Thakolwiboon, Mills, Yang, Doty, Belkin, Cho, Schultz and Mao-Draayer</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Aging is associated with a progressive decline of innate and adaptive immune responses, called immunosenescence. This phenomenon links to different multiple sclerosis (MS) disease courses among different age groups. While clinical relapse and active demyelination are mainly related to the altered adaptive immunity, including invasion of T- and B-lymphocytes, impairment of innate immune cell (e.g., microglia, astrocyte) function is the main contributor to disability progression and neurodegeneration. Most patients with MS manifest the relapsing-remitting phenotype at a younger age, while progressive phenotypes are mainly seen in older patients. Current disease-modifying therapies (DMTs) primarily targeting adaptive immunity are less efficacious in older patients, suggesting that immunosenescence plays a role in treatment response. This review summarizes the recent immune mechanistic studies regarding immunosenescence in patients with MS and discusses the clinical implications of these findings.</p>
</abstract>
<kwd-group>
<kwd>multiple sclerosis</kwd>
<kwd>immunosenescence</kwd>
<kwd>inflammaging</kwd>
<kwd>neuroinflammation</kwd>
<kwd>neurodegeneration</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Aging and the Immune System</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Traditionally, multiple sclerosis (MS) is considered an immune-mediated inflammatory demyelinating disease of the central nervous system (CNS). However, it is well known that neurodegenerative processes are also involved and play a key role in cumulative disability. While current disease-modifying therapies (DMTs) effectively control inflammation, they do not fully stop disability progression, possibly due to inadequate targeting of neurodegeneration. The lack of clarity regarding the etiology of progression hinders the development of effective therapies for progressive disease. Immunosenescence has emerged as a possible mechanism (<xref ref-type="bibr" rid="B36">Dema et al., 2021</xref>).</p>
<p>Immunosenescence is an age-related weakening of adaptative and innate immune responses with altered activation (<xref ref-type="bibr" rid="B105">Nikolich-&#x17d;ugich, 2018</xref>). As a result, older individuals may clear pathogens less effectively, resulting in chronic low-grade inflammation, known as inflammaging, which contributes to tissue damage and neurodegenerative diseases. A multifaceted etiology of inflammaging has been suggested including reduced diversity of gut microbiota, genetic polymorphisms, and obesity, in addition to immunosenescence (<xref ref-type="bibr" rid="B42">Ferrucci and Fabbri, 2018</xref>).</p>
<p>Some studies have demonstrated premature immunosenescence in MS (<xref ref-type="bibr" rid="B61">Haegert et al., 2011</xref>) and experimental autoimmune encephalitis (EAE) in mice (<xref ref-type="bibr" rid="B155">Zeydan and Kantarci, 2020</xref>). Immune system changes have a significant impact on the MS disease course, risk of infection, vaccine efficacy, and response to treatment (<xref ref-type="bibr" rid="B57">Grebenciucova and Berger, 2017</xref>). Due to longevity and DMT availability, the number of older patients with MS is increasing rapidly. Though 20 to 40 is the average age of MS onset, 10% develop the disease after age 50, known as late-onset MS (LOMS). Patients with LOMS have a higher proportion of primary progressive MS (PPMS) and a faster rate of progressive disability when compared to those who develop MS before age 50. However, it is interesting to note that the same study found that patients who developed disease prior to the age of 50 had a higher risk of reaching Expanded Disability Status Scale (EDSS) 6 (<xref ref-type="bibr" rid="B5">Andersen et al., 2021</xref>). This yields consideration that age-related immune changes may play a role in disease progression. Consequently, understanding these changes in a setting of immunosenescence is crucial to the care of patients with MS in an aging world.</p>
<p>In this review, we summarize the current knowledge of immunosenescence, focusing on humans (<xref ref-type="fig" rid="F1">Figure 1</xref>). We then discuss age-related changes in the adaptive, innate, and CNS immune systems. Finally, we discuss immunosenescence in patients with MS and the clinical implications of this emerging knowledge.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Influence of multiple sclerosis and physiological aging on immunosenescence. Immune dysfunction that occurs as a result of aging and multiple sclerosis can lead to a variety of physiological responses that can ultimately lead to disability and morbidity. Arrowheads indicate the directionality of the sequence of events.</p>
</caption>
<graphic xlink:href="fragi-04-1234572-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>2 Aging and immune system changes</title>
<p>Immune cells are generated from hematopoietic stem cells (HSCs) in the bone marrow. They stepwise differentiate and undergo selection and proliferation upon antigenic exposure; thus, becoming prone to the senescence process. Telomere shortening and cell cycle arrest in aging HSCs result in fewer immune cells (<xref ref-type="bibr" rid="B125">Rossi et al., 2005</xref>; <xref ref-type="bibr" rid="B140">Vaiserman and Krasnienkov, 2020</xref>). Senescent cells can undergo changes to their secretory profile, increasing soluble proteases or insoluble extracellular proteins, which contribute to a pro-inflammatory milieu known as the senescence-associated secretory phenotype (SASP). (<xref ref-type="bibr" rid="B1">Adler et al., 2007</xref>; <xref ref-type="bibr" rid="B32">Copp&#xe9; et al., 2010</xref>; <xref ref-type="bibr" rid="B101">Mu&#xf1;oz-Esp&#xed;n and Serrano, 2014</xref>). A combination of accumulation of cell debris, self-antigens, and the SASP leads to inflammaging. Immunosenescence impairs the immune response to infection and vaccines due to reduced antigenic response by T- and B-cells (<xref ref-type="bibr" rid="B23">Castle, , 2000</xref>; <xref ref-type="bibr" rid="B48">Frasca et al., 2016</xref>), contributing to cancer risk (<xref ref-type="bibr" rid="B84">Lian et al., 2020</xref>) and immune-mediated disorders in the elderly (<xref ref-type="bibr" rid="B90">Manoussakis et al., 1987</xref>; <xref ref-type="bibr" rid="B122">Ramos-Casals et al., 2003</xref>).</p>
<sec id="s2-1">
<title>2.1 Adaptive immune system</title>
<p>Progressive thymus gland involution reduces the na&#xef;ve T-cell pool and diversity of the T-cell receptor (TCR) repertoire. Reactive dendritic and B-cell homeostatic proliferation then leads to clonal expansion of memory T-cells, further depleting the TCR repertoire (<xref ref-type="bibr" rid="B104">Naylor et al., 2005</xref>; <xref ref-type="bibr" rid="B114">Pfister et al., 2006</xref>; <xref ref-type="bibr" rid="B120">Qi et al., 2014</xref>).</p>
<p>T-cell senescence results in a decrease in CD4<sup>&#x2b;</sup> T-cells and increase in CD8<sup>&#x2b;</sup> T-cells, causing an inversion of the CD4<sup>&#x2b;</sup>/CD8<sup>&#x2b;</sup> ratio (<xref ref-type="bibr" rid="B111">Olsso et al., 2000</xref>). Late-differentiated memory CD8<sup>&#x2b;</sup> T-cells become senescent, characterized by CD28 loss, telomere shortening, and resistance to apoptosis (<xref ref-type="bibr" rid="B37">Derhovanessian et al., 2011</xref>). These senescent T-cells express CD57, killer-cell lectin-like receptor G1 (KLRG1), and natural killer (NK)-associated receptors NKG2D (<xref ref-type="bibr" rid="B141">Vallejo, 2005</xref>) and acquire a cytotoxic response via NK-associated molecules while losing response to TCR-mediated signals (<xref ref-type="bibr" rid="B113">Pereira et al., 2020</xref>). CD8<sup>&#x2b;</sup> T cells display SASP regulated by p38 MAPK signaling (<xref ref-type="bibr" rid="B22">Callender et al., 2018</xref>). Late-differentiated CD4<sup>&#x2b;</sup>T-cells feature decreased CD28, increased NKG2D expression, elevated interferon-gamma (IFN-&#x3b3;) production (<xref ref-type="bibr" rid="B152">Weyand et al., 1998</xref>; <xref ref-type="bibr" rid="B4">Alonso-Arias et al., 2011</xref>; <xref ref-type="bibr" rid="B36">Dema et al., 2021</xref>), and a lack of CD40 ligand expression. A shift from Th1 to Th2 cells and reduced IL-2 production were observed with aging (<xref ref-type="bibr" rid="B131">Shearer, 1997</xref>; <xref ref-type="bibr" rid="B53">Ginaldi et al., 1999a</xref>; <xref ref-type="bibr" rid="B54">Ginaldi et al., 1999b</xref>).</p>
<p>The percentage of total B-cells, including B-cell activating factor (BAFF) and A-proliferation-inducing ligand (APRIL), abruptly decreases after age 75 due to hematopoiesis. (<xref ref-type="bibr" rid="B73">Jin et al., 2008</xref>; <xref ref-type="bibr" rid="B17">Bulati et al., 2011</xref>). Progenitor B-cells, B-cell lymphopoiesis, and absolute count of relative peripheral CD19<sup>&#x2b;</sup> B-cells decrease with age, while proportions of B-cell subsets remain independent of age (<xref ref-type="bibr" rid="B112">Perdaens and van Pesch, 2021</xref>). The memory B-cell population expands with age (<xref ref-type="bibr" rid="B47">Frasc et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Frasca et al., 2017</xref>). Na&#xef;ve mature (IgD<sup>&#x2b;</sup>CD27<sup>&#x2212;</sup>) B-cells decrease while exhausted double-negative (IgD<sup>&#x2212;</sup>CD27<sup>&#x2212;</sup>) B-cells increase (<xref ref-type="bibr" rid="B30">Colonna-Romano et al., 2009</xref>) and produce higher levels of pro-inflammatory cytokines, including tumor necrosis factor-alpha (TNF-&#x3b1;), IL-6, and IL-8 in the elderly compared to younger individuals (<xref ref-type="bibr" rid="B47">Frasc et al., 2017</xref>). Immature transitional immunoregulatory CD24<sup>high</sup>CD38<sup>high</sup> B-cells reduce with age, causing less IL-10 production (<xref ref-type="bibr" rid="B38">Duggal et al., 2013</xref>).</p>
<p>Serum IgM and IgD decrease with age, while concentrations of IgG and IgA increase due to a reduction in antibody class switching and affinity maturation in B-cells during clonal expansion (<xref ref-type="bibr" rid="B85">List&#xec; et al., 2006</xref>; <xref ref-type="bibr" rid="B50">Frasca et al., 2008</xref>). Although B-cell antigen receptor repertoire diversity and response in the peripheral blood and lymph nodes are reduced in the elderly, somatic hypermutation does not change with age (<xref ref-type="bibr" rid="B134">Tabibian-Keissar et al., 2016</xref>).</p>
<p>Age-associated B-cells (ABCs), including IgD<sup>&#x2212;</sup>CD27<sup>&#x2212;</sup> (aka. double negative B-cell) and CD21<sup>&#x2212;</sup>CD11c<sup>&#x2b;</sup> (aka. CD21<sup>low</sup> B-cell) (<xref ref-type="bibr" rid="B63">Hao et al., 2011</xref>; <xref ref-type="bibr" rid="B126">Rubtsov et al., 2011</xref>) are a subset of B-cells that increase with age, are pro-inflammatory, and prematurely increase with immune-mediated diseases (<xref ref-type="bibr" rid="B19">Ca and ncro, 2020</xref>). However, a recent study demonstrated a decline in B-cell population and inactivation of B-cell specific loci in men over 65 (<xref ref-type="bibr" rid="B91">M&#xe1;rquez et al., 2020</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Innate immune system</title>
<p>Aging affects the innate immune response through impaired pathogen associated molecular patterns (PAMPs)-mediated response, decreased type I interferon production, and fewer plasmacytoid dendritic cells (<xref ref-type="bibr" rid="B98">Molony et al., 2017</xref>; <xref ref-type="bibr" rid="B41">Feng et al., 2021</xref>). Monocyte number remains stable in the elderly (<xref ref-type="bibr" rid="B130">Seidler et al., 2010</xref>; <xref ref-type="bibr" rid="B123">Ratts and Weng, 2012</xref>), but there is an increase in CD14<sup>&#x2b;</sup>CD16<sup>&#x2b;</sup> inflammatory monocytes (<xref ref-type="bibr" rid="B107">Nyugen et al., 2010</xref>; <xref ref-type="bibr" rid="B130">Seidler et al., 2010</xref>; <xref ref-type="bibr" rid="B68">Hearps et al., 2012</xref>). These aging monocytes produce less IFN-&#x3b1;, IFN-&#x3b3;, IL-1&#x3b2;, CCL8, and CCL20 and express CX3C chemokine receptor-1 (CX3CR1), which plays a crucial role in monocyte survival (<xref ref-type="bibr" rid="B94">Metcalf et al., 2017</xref>). Moreover, they also overexpressed Tyro 3, Axl, and Mer (TAM) receptors, resulting in impaired clearance of apoptotic cells contributing to inflammation (<xref ref-type="bibr" rid="B147">Wang et al., 2018</xref>) and increased TLR4-and TLR8-dependent cytokine production.</p>
<p>Immunoregulatory CD56<sup>high</sup> NK cells, which augment cytokine and chemokine production, decrease with aging while cytotoxic CD56<sup>low</sup> NK cells increase (<xref ref-type="bibr" rid="B21">Caligiuri, 2008</xref>). NK cells also have defective granulation capacity (<xref ref-type="bibr" rid="B13">Borrego et al., 1999</xref>; <xref ref-type="bibr" rid="B82">Le Garff-Tavernier et al., 2010</xref>). Neutrophils function in the elderly has diminished suppressor of cytokine signaling 1 (SOCS1) and SOCS3 expression, dysregulation of the JAK-STAT pathway (<xref ref-type="bibr" rid="B43">Fo et al., 2007</xref>), and a defective response to triggering receptor expressed on myeloid cells 1 (TREM1), which is responsible for regulating cytokines, chemokines, and reactive oxygen species (ROS) production (<xref ref-type="bibr" rid="B45">Fortin et al., 2006</xref>). This can lead to apoptosis dysfunction, limited ROS generation, respiratory burst impairment, and altered cell surface molecule expression, and increased susceptibility to microbial infections (<xref ref-type="bibr" rid="B18">Butcher et al., 2001</xref>; <xref ref-type="bibr" rid="B67">Hazeldine et al., 2014</xref>; <xref ref-type="bibr" rid="B86">Lopes et al., 2018</xref>).</p>
</sec>
<sec id="s2-3">
<title>2.3 CNS immunity</title>
<p>Microglia and astrocytes are regulators of the innate and adaptive immune responses in the CNS. Microglia in the aging brain progressively lose their homeostatic molecular signature by developing increased production of pro-inflammatory cytokines, ROS, and dysfunctional lysosomal deposits, which are all linked to the pathogenesis of a growing number of neurodegenerative diseases (<xref ref-type="bibr" rid="B6">Angelova and Brown, 2019</xref>). These aged microglia contribute to recruitment of T cells into the CNS via increased TNF-&#x3b1;, which upregulates the adhesion molecules VCAM-1 and ICAM-1 (<xref ref-type="bibr" rid="B156">Zhang et al., 2022</xref>). Additionally, a subset of aged human microglia expresses high amounts of ferritin, which may be associated with dystrophic change and senescence, due to iron accumulation and dyshomeostasis, (<xref ref-type="bibr" rid="B87">Lopes et al., 2008</xref>; <xref ref-type="bibr" rid="B148">Ward et al., 2014</xref>) and may be a consequence of iron-containing oligodendrocyte destruction.</p>
<p>Senescent astrocytes lose homeostatic glutamate uptake, exhibit a propensity for pro-inflammatory responses, and increased expression of glial fibrillary acidic protein (GFAP) and vimentin (<xref ref-type="bibr" rid="B133">Sloane et al., 2000</xref>; <xref ref-type="bibr" rid="B117">Porchet et al., 2003</xref>) via transforming growth factor-beta 1 (TGF&#x3b2;1) signaling. TGF&#x3b2;1 inhibits astrocyte proliferation and induces SASP by increasing pro-inflammatory molecule expression (<xref ref-type="bibr" rid="B32">Copp&#xe9; et al., 2010</xref>). Clearance of senescent astrocytes may also be impaired as age-related thickening of meningeal-lymphatic vessels has been observed in humans (<xref ref-type="bibr" rid="B2">Albayram et al., 2022</xref>).</p>
<p>Choroid plexus epithelium (CPE) also undergoes several senescent changes, which may contribute to inflammaging. Alterations in the CPE cytokine and chemokine profile, such as an increased IL-4:IFN-&#x3b3; ratio, may contribute to a pro-inflammatory state by upregulation of CCL11, which has been implicated in age-related cognitive decline in murine models (<xref ref-type="bibr" rid="B10">Baruch et al., 2013</xref>). Likewise, reduced expression of the transmembrane protein Klotho by the CPE leads to increased MHC II expression, microglial activation, and infiltration by peripheral macrophages (<xref ref-type="bibr" rid="B157">Zhu et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Immunosenescence in multiple sclerosis</title>
<p>Several immunosenescent phenomena have been observed prematurely in patients with MS, including thymic involution (<xref ref-type="bibr" rid="B39">Duszczyszyn et al., 2010</xref>), increased late-differentiated CD8<sup>&#x2b;</sup> memory T cells (<xref ref-type="bibr" rid="B60">Haegele et al., 2007</xref>), expansion of ABCs (<xref ref-type="bibr" rid="B27">Claes et al., 2016</xref>), and somatic telomere length shortening (<xref ref-type="bibr" rid="B58">Guan et al., 2015</xref>). Premature immunosenescence in MS may be caused by repeated antigen exposure leading to chronic immune activation, senescent immune cell endurance, and genotypes that enhance primary differentiation (<xref ref-type="bibr" rid="B12">Bolton and Smith, 2018</xref>). Evidence of inflammatory synaptopathy, impairment of synaptic plasticity, and altered microglial response to demyelination has also been shown in the brains of older individuals with MS (<xref ref-type="bibr" rid="B102">Musella et al., 2018</xref>) and aged mice (<xref ref-type="bibr" rid="B79">Klein et al., 2018</xref>), which may contribute to neurodegeneration (<xref ref-type="bibr" rid="B79">Klein et al., 2018</xref>; <xref ref-type="bibr" rid="B102">Musella et al., 2018</xref>).</p>
<p>Impaired remyelination with advancing age also contributes to inflammaging. This is, in part, due to a decline in maturation of oligodendrocyte precursor cells (OPCs) (<xref ref-type="bibr" rid="B124">Rist and Franklin, 2008</xref>). Additionally, aging macrophages have been shown to exhibit reduced efficiency in the clearance of myelin debris in murine models of demyelination (<xref ref-type="bibr" rid="B103">Natra et al., 2015</xref>).</p>
<p>Some changes with DMTs may induce changes to the immune system repertoire that are similar to immunosenescence (<xref ref-type="bibr" rid="B97">Mills and Mao-Draayer, 2018</xref>). Most other changes with DMTs have anti-inflammatory effects. Fingolimod and glatiramer were shown to have protective effects on rodent microglia (<xref ref-type="bibr" rid="B119">Pul et al., 2011</xref>; <xref ref-type="bibr" rid="B106">Noda et al., 2013</xref>). In a recent human study, dimethyl fumarate (DMF) decreased the activation and iron content of microglia <italic>in vitro</italic> and reduced susceptibility in rim lesions on magnetic resonance imaging (<xref ref-type="bibr" rid="B158">Zinger et al., 2022</xref>).</p>
</sec>
<sec id="s4">
<title>4 Clinical significances of aging in multiple sclerosis</title>
<p>Evidence suggests that the pathogenesis of MS is typified by two concurrent yet distinct inflammatory processes. The first is the invasion of CD8<sup>&#x2b;</sup> T cells and CD20<sup>&#x2b;</sup> B-cells into the CNS, which is associated with blood-brain barrier breakdown, acute demyelination, and clinical relapse. The second is a slow accumulation of late-differentiated T- and B-cells affecting meninges and large periventricular spaces. This latter process is the predominant driver of inflammaging. However, instead of a direct T- or B-cell immune response, it is the downstream effect of microglia and macrophage activation, oxidative injury, and mitochondrial damage, which contribute to neuroinflammatory tissue injury, neurodegeneration, and disability progression and thus could be relevant therapeutic targets for progressive MS (<xref ref-type="bibr" rid="B81">Lassmann, 2018</xref>).</p>
<p>The age-dependent nature of relapse rates affected by inflammation and disability progression in MS supports the hypothesis that mechanisms of immune system aging contribute to disease progression (<xref ref-type="bibr" rid="B137">Tremlett et al., 2008</xref>; <xref ref-type="bibr" rid="B145">von Wyl et al., 2020</xref>). A cohort study from 2008 suggests that annualized MS relapse rate declines after the third decade of life, even when accounting for DMT use (<xref ref-type="bibr" rid="B137">Tremlett et al., 2008</xref>). A subsequent study of 9,705 patients with MS, including 236 pediatric-onset patients with MS, further demonstrates that relapse risk was highest in childhood and decreases continuously to about 35&#xa0;years of age, stabilizes for about a decade, then subsequently decreases once again. In contrast, disability catalysts remained stable from childhood to age 32 and then increased rapidly around age 45 (<xref ref-type="bibr" rid="B145">von Wyl et al., 2020</xref>). This observed decline in relapse rate with advancing age does appear to temporally coincide with the age in which immunosenescent changes naturally occur (<xref ref-type="bibr" rid="B124">Rist and Franklin, 2008</xref>). The onset of clinical progression depends more on age rather than disease duration, with progression onset at age 45, controlling for SPMS, single attack progressive MS, and PPMS (<xref ref-type="bibr" rid="B138">Tutuncu et al., 2013</xref>). Immunosenescent processes, most predominant with increasing age and an altered inflammatory landscape, may contribute to the annual decline of relapse, which requires a modified therapeutic approach.</p>
<p>Epigenetic changes to immune cell subsets occur gradually, but discrete periods of accelerated change have been identified. The first period occurs between 30 and 40&#xa0;years, while the second typically occurs in the 60s for men and in the 70s for women (<xref ref-type="bibr" rid="B91">M&#xe1;rquez et al., 2020</xref>). The first period may influence relapse risk, while the second drives progression. There is evidence that patients with MS experience altered and potentially accelerated immune cell aging (<xref ref-type="bibr" rid="B136">Theodoropoulou et al., 2019</xref>; <xref ref-type="bibr" rid="B69">Hecker et al., 2021</xref>). Regarding sex, men display accelerated immune aging, possibly accounting for characteristic aggressive disease progression (<xref ref-type="bibr" rid="B100">Moretto et al., 2008</xref>; <xref ref-type="bibr" rid="B72">Jergovi&#x107; et al., 2018</xref>). In terms of immune cell subsets, women tend to maintain CD4<sup>&#x2b;</sup> T-cell function longer than men, whereas men show a higher degree of epigenetic changes in B cells indicative of a decline or change in function (<xref ref-type="bibr" rid="B91">M&#xe1;rquez et al., 2020</xref>). Studies using Siponimod in progressive MS populations suggest that B-cells may be involved in progression (<xref ref-type="bibr" rid="B153">Wu et al., 2020</xref>) via epigenetically driven immunological aging (<xref ref-type="bibr" rid="B91">M&#xe1;rquez et al., 2020</xref>) as the clinical efficacy of Siponimod may be explained by the shift toward an anti-inflammatory and suppressive homeostatic state (<xref ref-type="bibr" rid="B153">Wu et al., 2020</xref>).</p>
</sec>
<sec id="s5">
<title>5 Disease-modifying therapies in older patients with multiple sclerosis</title>
<p>In progressive MS trials, younger age was associated with positive outcomes of therapeutics targeting the adaptive immune system (<xref ref-type="bibr" rid="B96">Mills et al., 2018</xref>). The impact of DMTs on aging, compensatory, inflammatory, and neurodegenerative processes is unclear. Some DMTs may modify microglial cell efficacy (<xref ref-type="bibr" rid="B151">Wesselingh et al., 2019</xref>), but their effect on innate immune system inflammaging and disease progression is uncertain. Clinical trials commonly exclude older patients, leading to a lack of understanding of the impact of DMTs on age-related immune changes.</p>
<p>To maximize the therapeutic effect and minimize adverse effects, both animal and human trials sample from a specific age range, usually less than 55&#xa0;years in humans (<xref ref-type="bibr" rid="B96">Mills et al., 2018</xref>; <xref ref-type="bibr" rid="B129">Schweitzer et al., 2019</xref>; <xref ref-type="bibr" rid="B155">Zeydan and Kantarci, 2020</xref>), which can magnify the effect of suppression on active inflammatory demyelination. In progressive MS trials, the primary benefit demonstrated is the reduction of inflammatory relapse, with only a few trials showing a benefit in disability progression (<xref ref-type="bibr" rid="B96">Mills et al., 2018</xref>). With the number of elderly patients with MS increasing (<xref ref-type="bibr" rid="B92">Marrie et al., 2010</xref>; <xref ref-type="bibr" rid="B35">Daltrozzo et al., 2018</xref>), applying study results to the older population is both necessary and challenging. A meta-analysis of clinical trials showed an age-dependent decline in the effectiveness of DMTs and a higher incidence of adverse effects in the older population (<xref ref-type="bibr" rid="B150">Weideman et al., 2017</xref>; <xref ref-type="bibr" rid="B143">Vollmer et al., 2021</xref>), and it is known that relapse rates also follow an age-dependent decline, suggesting that, in spite of inflammaging, inflammatory demyelination may be less active in the elderly due to immunosenescent changes.</p>
<p>Discontinuation of DMTs in older patients is challenging, and there is no consensus on timing. Early studies, which included younger patients, demonstrated a high relapse rate after DMT discontinuation (<xref ref-type="bibr" rid="B78">Kister et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Bsteh et al., 2017</xref>). A small study cohort demonstrated that almost 90% of older patients with MS who had no evidence of active inflammation for two years or more had no clinical relapse after one year of DMT discontinuation. In contrast, a high relapse rate was seen in younger patients who had active CNS inflammation within two years prior to discontinuation (<xref ref-type="bibr" rid="B11">Birnbaum, 2017</xref>). In another cohort study investigating 600 patients with MS over the age of 60, the vast majority of 178 patients who discontinued DMT remained off treatment, with only one relapse (0.6%), three radiologic progressions (1.2%) (<xref ref-type="bibr" rid="B70">Hua et al., 2019a</xref>), and minimal effect on patient-reported outcomes (<xref ref-type="bibr" rid="B71">Hua et al., 2019b</xref>). However, most patients included in these studies used either interferons or glatiramer acetate prior to discontinuation. Therefore, this data should be interpreted with caution in patients using highly effective DMTs. Another important consideration in clinical trials using DMTs with immunosuppressive effects is the increased risk of infections seen in the elderly and with accumulated disability (<xref ref-type="bibr" rid="B143">Vollmer et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Brand et al., 2022</xref>).</p>
<p>A recent clinical trial evaluated the effects of DMT discontinuation in patients aged 55 or older (ClinicalTrials.gov Identifier: NCT03073603). Although it could not be definitively concluded that discontinuing treatment was non-inferior to continuing, a salient takeaway is that new clinical relapses and new radiographic lesions were rare in both study groups (<xref ref-type="bibr" rid="B33">Corboy et al., 2023</xref>). There is now an ongoing extension of the DISCOMS study which will provide further information about the safety of DMT discontinuation in older populations.</p>
</sec>
<sec id="s6">
<title>6 Aging and infections in multiple sclerosis</title>
<p>Progressive multifocal leukoencephalopathy (PML) is a severe adverse effect of DMTs, particularly natalizumab, for MS (<xref ref-type="bibr" rid="B149">Warnke et al., 2015</xref>). Older age may predict a higher risk of PML development and severe outcomes (<xref ref-type="bibr" rid="B74">Jordan et al., 2020</xref>). Although uncommon, PML can occur in older adults without immunosuppression or other comorbidities, causing an immunocompromised state (<xref ref-type="bibr" rid="B24">Chang et al., 2007</xref>; <xref ref-type="bibr" rid="B159">Zucker and Stacpoole, 2018</xref>) and worse outcomes (<xref ref-type="bibr" rid="B65">Havla et al., 2016</xref>; <xref ref-type="bibr" rid="B44">F&#xf6;rster et al., 2019</xref>). In an Italian cohort, PML occurred after minimal infusions involving older patients (<xref ref-type="bibr" rid="B118">Prosperini et al., 2016</xref>). The risks of HSV1 and VZV reactivation, as well as malignancy, potentially increased with age and DMT use (<xref ref-type="bibr" rid="B129">Schweitzer et al., 2019</xref>), likely due to immunosenescence. Several cohort studies investigating the outcomes of COVID-19 in patients with MS showed that older age was associated with greater severity and inferior outcomes (<xref ref-type="bibr" rid="B25">Chaudhry et al., 2020</xref>; <xref ref-type="bibr" rid="B88">Louapre et al., 2020</xref>; <xref ref-type="bibr" rid="B127">Salter et al., 2021</xref>; <xref ref-type="bibr" rid="B132">Simpson-Yap et al., 2021</xref>). Specific B-cell depleting therapies (i.e., rituximab and ocrelizumab) were also independently associated with worse outcomes when compared to other DMTs. Therefore, B-cell depleting therapies should be used with caution in older patients with MS during COVID-19 pandemic.</p>
</sec>
<sec id="s7">
<title>7 Aging and vaccine efficacy in multiple sclerosis</title>
<p>Older age is associated with an impaired immune response to primary and booster vaccinations. T-cells favor the generation of short-lived effectors over memory cells (<xref ref-type="bibr" rid="B59">Gustafson et al., 2020</xref>), and B-cell response to new antigens is impaired in the elderly, as discussed in <xref ref-type="sec" rid="s2-1">Section 2.1</xref>. Current evidence suggests that B-cell depleting therapies (<xref ref-type="bibr" rid="B8">Bar-Or et al., 2020</xref>) and sphingosine-1-phosphate modulators (<xref ref-type="bibr" rid="B76">Kappos et al., 2015</xref>; <xref ref-type="bibr" rid="B139">Ufer et al., 2017</xref>; <xref ref-type="bibr" rid="B110">Olberg et al., 2018</xref>) significantly blunt humoral immune responses to several vaccines (<xref ref-type="bibr" rid="B26">Ciotti et al., 2020</xref>), including influenza, tetanus toxoid (TT), and pneumococcal vaccine. Alemtuzumab may blunt the immune response to vaccines in the first six months after infusion, while the response to prior vaccinations is maintained following alemtuzumab therapy (<xref ref-type="bibr" rid="B93">McCarthy et al., 2013</xref>). The above studies did not differentiate between impaired vaccine responses related to disease-specific factors, DMT treatment or aging effect. A few studies demonstrated that natalizumab compromises response to vaccinations, although natalizumab is not known to suppress the systemic immune response (<xref ref-type="bibr" rid="B109">Olberg et al., 2014</xref>; <xref ref-type="bibr" rid="B110">Olberg et al., 2018</xref>; <xref ref-type="bibr" rid="B95">Metze et al., 2019</xref>). In an observational study (<xref ref-type="bibr" rid="B109">Olberg et al., 2014</xref>), patients with MS on glatiramer acetate had a lower rate of seroprotection after the 2009 H1N1 &#x201c;swine flu&#x201d; vaccination compared to healthy controls. This finding was not reproduced in subsequent studies that used seasonal influenza vaccines (<xref ref-type="bibr" rid="B110">Olberg et al., 2018</xref>; <xref ref-type="bibr" rid="B95">Metze et al., 2019</xref>). Age, duration of disease, current and prior DMT use may all influence vaccine response (<xref ref-type="bibr" rid="B95">Metze et al., 2019</xref>). A randomized control study that compared antibody response to rabies vaccine in healthy individuals who took teriflunomide versus placebo demonstrated that the rabies antibody response was lower in the teriflunomide group. However, all subjects with teriflunomide achieved seroprotective antibody levels (<xref ref-type="bibr" rid="B9">Bar-Or et al., 2015</xref>). Several studies have shown that DMF (<xref ref-type="bibr" rid="B144">von Hehn et al., 2018</xref>) and beta-interferons do not reduce the immune response to vaccinations (<xref ref-type="bibr" rid="B109">Olberg et al., 2014</xref>; <xref ref-type="bibr" rid="B110">Olberg et al., 2018</xref>; <xref ref-type="bibr" rid="B95">Metze et al., 2019</xref>). In a cohort study investigating the immune response to the hepatitis B virus (HBV), vaccination in older patients with MS was associated with lower antibodies against the HBV surface antigen level following HBV immunization (<xref ref-type="bibr" rid="B40">Faustino et al., 2021</xref>).</p>
<p>Regarding COVID-19 vaccines, mRNA vaccines (BNT162b2 and mRNA-1273) have demonstrated high efficacy and immunogenicity. The Ad26.COV2.S vector vaccine was designed as a single-dose vaccine to improve compliance, particularly for older people. This single dose of vaccine resulted in a strong humoral immune response independent of age. Another vector vaccine (ChAdOx1 nCoV-19) needs further investigation to determine the effect of age on immune responses (<xref ref-type="bibr" rid="B135">Teo, 2021</xref>). In patients with MS on DMTs, the humoral immune response to the COVID-19 vaccine was reported to be age-independent (<xref ref-type="bibr" rid="B3">Ali et al., 2021</xref>). The study also showed that older age, male sex and active smoking were significantly associated with lower antibody titers against SARS-CoV-2 (<xref ref-type="bibr" rid="B115">Pitzalis et al., 2021</xref>).Research in this evolving field will help ascertain the aging effects of the COVID-19 and other vaccines.</p>
</sec>
<sec id="s8">
<title>8 Aging and cancer risk in multiple sclerosis</title>
<p>Older age is one of the most important risk factors for the development of cancer, and there is evidence that immunosenescent changes are necessary to promote tumorigenesis. Several changes in the innate and adaptive immune response described earlier in this paper, which occur in the natural aging process, are also induced by the tumor microenvironment. These include a loss of T cell CD28 expression, increased expression of program death ligand 1 by dendritic cells, and a reduction in pro-inflammatory cytokines, all of which contribute to an immunosuppressive state (<xref ref-type="bibr" rid="B154">Ye et al., 2013</xref>). Dysfunction of NK-cell-mediated cytotoxicity and a reduction in naive NK cells can also occur in the elderly and has been suggested to play a role in the development of malignancy (<xref ref-type="bibr" rid="B146">Waldhauer and Steinle, 2008</xref>).</p>
<p>Autoimmune conditions and cancer are both a result of immune dysregulation. However, there remains conflicting research regarding whether patients with multiple sclerosis have protective effects against cancer due to increased immunosurveillance or whether they are at increased risk due to chronic inflammation. A higher total incidence of malignancy, as well as an increase in malignancy subtypes (e.g., colorectal, prostate, breast), among MS patients compared to the general population was suggested in one French cohort (<xref ref-type="bibr" rid="B14">Bosco-Levy et al., 2022</xref>). Regarding the associated risk among elderly MS patients, an Italian cohort found an increased risk of malignancy in the subpopulation of women with MS over the age of 50, although there was no significant difference between malignancy incidence overall compared to the general population (<xref ref-type="bibr" rid="B34">D&#x27;Amico et al., 2019</xref>). Likewise, an increase in breast cancer among postmenopausal women with MS compared to age-matched controls was observed in Sweden, whereas there was no increased incidence among premenopausal women (<xref ref-type="bibr" rid="B62">Hajiebrahimi et al., 2016</xref>). In contrast, reduced malignancy incidence was observed in cohorts in British Columbia (<xref ref-type="bibr" rid="B77">Kingwell et al., 2012</xref>) and New York (<xref ref-type="bibr" rid="B52">Gaindh et al., 2016</xref>).</p>
<p>Additionally, the initiation of DMTs for treatment may lead to further immunomodulation or immunosuppression, increasing cancer risk (<xref ref-type="bibr" rid="B7">Bahmanyar et al., 2009</xref>). In prior clinical trials, interferons and glatiramer acetate have not been shown to increase the incidence of cancer, unlike natalizumab (<xref ref-type="bibr" rid="B116">Polman et al., 2006</xref>), fingolimod (<xref ref-type="bibr" rid="B28">Cohen et al., 2010</xref>; <xref ref-type="bibr" rid="B31">Comi et al., 2010</xref>; <xref ref-type="bibr" rid="B20">Cala et al., 2014</xref>; <xref ref-type="bibr" rid="B89">Lublin et al., 2016</xref>), siponimod (<xref ref-type="bibr" rid="B75">Kappos et al., 2018</xref>), teriflunomide (<xref ref-type="bibr" rid="B108">O&#x27;Connor et al., 2011</xref>; <xref ref-type="bibr" rid="B142">Vermersch et al., 2014</xref>), cladribine (<xref ref-type="bibr" rid="B51">G et al., 2010</xref>), alemtuzumab (<xref ref-type="bibr" rid="B29">Coles et al., 2017</xref>; <xref ref-type="bibr" rid="B66">Havrdova et al., 2017</xref>), rituximab (<xref ref-type="bibr" rid="B128">Salzer et al., 2016</xref>), ocrelizumab (<xref ref-type="bibr" rid="B64">Hauser et al., 2017</xref>; <xref ref-type="bibr" rid="B99">Montalban et al., 2017</xref>), and DMF (<xref ref-type="bibr" rid="B46">Fox et al., 2012</xref>; <xref ref-type="bibr" rid="B55">Gold et al., 2012</xref>). Additionally, some DMTs, such as rituximab and cladribine, have been used as cancer treatment prior to their utility in MS. Therefore, there remains a complex interplay between cancer risk and multiple sclerosis and treatment. Prior studies have shown that increased cancer risk in patients on azathioprine, methotrexate, cyclophosphamide, and mitoxantrone is partially attributed to the family history of cancer and cumulative dosage and duration of their treatment (<xref ref-type="bibr" rid="B83">Lebrun et al., 2011</xref>; <xref ref-type="bibr" rid="B121">Ragonese et al., 2017</xref>).</p>
</sec>
<sec id="s9">
<title>9 Knowledge gap</title>
<p>Aging is associated with immunosenescence, but the specific changes relevant to disease progression in MS are not well established. The timing of a future progression-targeted therapeutic intervention is crucial and may require non-invasive biomarkers for detection. Biological age measured by leukocyte telomere length (<xref ref-type="bibr" rid="B80">Krysko et al., 2019</xref>) and ovarian age measured by the anti-Mullerian hormone is associated with disability progression in MS (<xref ref-type="bibr" rid="B56">Graves et al., 2018</xref>). However, the impact of ovarian aging and sex hormones on immunosenescence is not well understood.</p>
<p>Although some DMTs, such as fingolimod (<xref ref-type="bibr" rid="B106">Noda et al., 2013</xref>) and glatiramer acetate (<xref ref-type="bibr" rid="B119">Pul et al., 2011</xref>), show effects on microglia in animal models, their clinical benefit in human progressive MS has not been proven. Further studies are needed to understand why these effects have not translated to clinical benefit. DMF has shown promising results in reducing microglia activation and iron content on susceptibility MRI (<xref ref-type="bibr" rid="B158">Zinger et al., 2022</xref>), but more validation is needed for its use as an imaging marker. It is important to investigate DMTs targeting senescent and chronically activated innate immune cells and their effects on nonactive progressive MS (<xref ref-type="bibr" rid="B97">Mills and Mao-Draayer, 2018</xref>). Rejuvenation strategies targeting various immune system components have been proposed, including hematopoietic stem cells, oligodendrocyte precursor cells, microglia, monocytes, thymus, and senescent lymphocytes (<xref ref-type="bibr" rid="B36">Dema et al., 2021</xref>).</p>
</sec>
<sec sec-type="conclusion" id="s10">
<title>10 Conclusion</title>
<p>Immunosenescence is an age-related loss of innate and adaptive immune system proficiencies, which influences the course of and accelerates MS. Thus, senescent immune cells may play an essential role in progressive MS. Some DMTs may induce similar immune system changes. Age-related changes in the immune system may contribute to the risk of adverse events, particularly infection, in older patients with MS. However, none of the available DMTs effectively target the immunosenescence process. Therefore, the development of treatment strategies to rejuvenate the immune system may be of hope for patients with progressive MS.</p>
</sec>
</body>
<back>
<sec id="s11">
<title>Author contributions</title>
<p>ST conceptualized, outlined, and drafted the manuscript. EM, JY, and TC participated in drafting the manuscript. JD, MB, and CS reviewed and edited the manuscript. YM-D conceptualized, reviewed, and edited the manuscript, as well as supervised the reviewing process. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s12">
<title>Funding</title>
<p>YM-D was supported by grants from NIH NIAID Autoimmune Center of Excellence: UM1-AI110557-05, UM1 AI144298-01, PCORI, Novartis, Genentech-Roche, Sanofi-Genzyme, and Chugai.</p>
</sec>
<sec sec-type="COI-statement" id="s13">
<title>Conflict of interest</title>
<p>MB has served as a consultant and/or speaker for Biogen, Sanofi, Genentech, Alexion, Horizon, EMD Serono, Bristol Myers Squibb, and TG Therapeutics. YM-D has served as a consultant and/or received grant support from Acorda, Bayer Pharmaceutical, Biogen Idec, Celgene/Bristol Myers Squibb, EMD Serono, Sanofi-Genzyme, Genentech-Roche, Horizon, Novartis, Questor, Janssen, TG Therapeutics, and Teva Neuroscience.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s14">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adler</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Sinha</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kawahara</surname>
<given-names>T. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Segal</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>H. Y.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Motif module map reveals enforcement of aging by continual NF-kappaB activity</article-title>. <source>Genes &#x26; Dev.</source> <volume>21</volume> (<issue>24</issue>), <fpage>3244</fpage>&#x2013;<lpage>3257</lpage>. <pub-id pub-id-type="doi">10.1101/gad.1588507</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Albayram</surname>
<given-names>M. S.</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Tufan</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Tuna</surname>
<given-names>I. S.</given-names>
</name>
<name>
<surname>Bostanciklioglu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zile</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Non-invasive MR imaging of human brain lymphatic networks with connections to cervical lymph nodes</article-title>. <source>Nat. Commun.</source> <volume>13</volume> (<issue>1</issue>), <fpage>203</fpage>. <pub-id pub-id-type="doi">10.1038/s41467-021-27887-0</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ali</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dwyer</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Dowling</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Fox</surname>
<given-names>D. A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Characterization of humoral response to COVID mRNA vaccines in multiple sclerosis patients on disease modifying therapies</article-title>. <source>Vaccine</source> <volume>39</volume> (<issue>41</issue>), <fpage>6111</fpage>&#x2013;<lpage>6116</lpage>. <pub-id pub-id-type="doi">10.1016/j.vaccine.2021.08.078</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alonso-Arias</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Moro-Garc&#xed;a</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>L&#xf3;pez-V&#xe1;zquez</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rodrigo</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Baltar</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Garc&#xed;a</surname>
<given-names>F. M. S.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>NKG2D expression in CD4&#x2b; T lymphocytes as a marker of senescence in the aged immune system</article-title>. <source>Age (Dordr)</source> <volume>33</volume> (<issue>4</issue>), <fpage>591</fpage>&#x2013;<lpage>605</lpage>. <pub-id pub-id-type="doi">10.1007/s11357-010-9200-6</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andersen</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Buron</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Magyari</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Late-onset MS is associated with an increased rate of reaching disability milestones</article-title>. <source>J. Neurol.</source> <volume>268</volume> (<issue>9</issue>), <fpage>3352</fpage>&#x2013;<lpage>3360</lpage>. <pub-id pub-id-type="doi">10.1007/s00415-021-10490-0</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Angelova</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Brown</surname>
<given-names>D. R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Microglia and the aging brain: are senescent microglia the key to neurodegeneration?</article-title> <source>J. Neurochem.</source> <volume>151</volume> (<issue>6</issue>), <fpage>676</fpage>&#x2013;<lpage>688</lpage>. <pub-id pub-id-type="doi">10.1111/jnc.14860</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bahmanyar</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Montgomery</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Hillert</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ekbom</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Olsson</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Cancer risk among patients with multiple sclerosis and their parents</article-title>. <source>Neurology</source> <volume>72</volume> (<issue>13</issue>), <fpage>1170</fpage>&#x2013;<lpage>1177</lpage>. <pub-id pub-id-type="doi">10.1212/01.wnl.0000345366.10455.62</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bar-Or</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Calkwood</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Chognot</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Evershed</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fox</surname>
<given-names>E. J.</given-names>
</name>
<name>
<surname>Herman</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Effect of ocrelizumab on vaccine responses in patients with multiple sclerosis: the VELOCE study</article-title>. <source>Neurology</source> <volume>95</volume> (<issue>14</issue>), <fpage>e1999</fpage>&#x2013;<lpage>e2008</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000010380</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bar-Or</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wiendl</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Benamor</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Truffinet</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Church</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Randomized study of teriflunomide effects on immune responses to neoantigen and recall antigens</article-title>. <source>Neurol. Neuroimmunol. Neuroinflamm</source> <volume>2</volume> (<issue>2</issue>), <fpage>e70</fpage>. <pub-id pub-id-type="doi">10.1212/NXI.0000000000000070</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baruch</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Ron-Harel</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Gal</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Deczkowska</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shifrut</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Ndifon</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>CNS-specific immunity at the choroid plexus shifts toward destructive Th2 inflammation in brain aging</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>110</volume> (<issue>6</issue>), <fpage>2264</fpage>&#x2013;<lpage>2269</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1211270110</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Birnbaum</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Stopping Disease-Modifying Therapy in Nonrelapsing Multiple Sclerosis: experience from a Clinical Practice</article-title>. <source>Int. J. MS care</source> <volume>19</volume> (<issue>1</issue>), <fpage>11</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.7224/1537-2073.2015-032</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bolton</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>P. A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The influence and impact of ageing and immunosenescence (ISC) on adaptive immunity during multiple sclerosis (MS) and the animal counterpart experimental autoimmune encephalomyelitis (EAE)</article-title>. <source>Ageing Res. Rev.</source> <volume>41</volume>, <fpage>64</fpage>&#x2013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1016/j.arr.2017.10.005</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Borrego</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Alonso</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Galiani</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Carracedo</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ramirez</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ostos</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>1999</year>). <article-title>NK phenotypic markers and IL2 response in NK cells from elderly people</article-title>. <source>Exp. Gerontol.</source> <volume>34</volume> (<issue>2</issue>), <fpage>253</fpage>&#x2013;<lpage>265</lpage>. <pub-id pub-id-type="doi">10.1016/s0531-5565(98)00076-x</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bosco-Levy</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Foch</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Grelaud</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Sabido</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lacueille</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Jove</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Incidence and risk of cancer among multiple sclerosis patients: A matched population-based cohort study</article-title>. <source>Eur. J. Neurol.</source> <volume>29</volume> (<issue>4</issue>), <fpage>1091</fpage>&#x2013;<lpage>1099</lpage>. <pub-id pub-id-type="doi">10.1111/ene.15226</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brand</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Piehl</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Olsson</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Montgomery</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Risk of serious infections in multiple sclerosis patients by disease course and disability status: results from a Swedish register-based study</article-title>. <source>Brain Behav. Immun. Health</source> <volume>22</volume>, <fpage>100470</fpage>. <pub-id pub-id-type="doi">10.1016/j.bbih.2022.100470</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bsteh</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Feige</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ehling</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Auer</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hegen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Di Pauli</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Discontinuation of disease-modifying therapies in multiple sclerosis - Clinical outcome and prognostic factors</article-title>. <source>Mult. Scler.</source> <volume>23</volume> (<issue>9</issue>), <fpage>1241</fpage>&#x2013;<lpage>1248</lpage>. <pub-id pub-id-type="doi">10.1177/1352458516675751</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bulati</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Buffa</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Candore</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Caruso</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Dunn-Walters</surname>
<given-names>D. K.</given-names>
</name>
<name>
<surname>Pellican&#xf2;</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>B cells and immunosenescence: a focus on IgG&#x2b;IgD-CD27- (DN) B cells in aged humans</article-title>. <source>Ageing Res. Rev.</source> <volume>10</volume> (<issue>2</issue>), <fpage>274</fpage>&#x2013;<lpage>284</lpage>. <pub-id pub-id-type="doi">10.1016/j.arr.2010.12.002</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Butcher</surname>
<given-names>S. K.</given-names>
</name>
<name>
<surname>Chahal</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Nayak</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Sinclair</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Henriquez</surname>
<given-names>N. V.</given-names>
</name>
<name>
<surname>Sapey</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2001</year>). <article-title>Senescence in innate immune responses: reduced neutrophil phagocytic capacity and CD16 expression in elderly humans</article-title>. <source>J. Leukoc. Biol.</source> <volume>70</volume> (<issue>6</issue>), <fpage>881</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.1189/jlb.70.6.881</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cancro</surname>
<given-names>M. P.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Age-Associated B Cells</article-title>. <source>Annu. Rev. Immunol.</source> <volume>38</volume>, <fpage>315</fpage>&#x2013;<lpage>340</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-immunol-092419-031130</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Calabresi</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>Radue</surname>
<given-names>E. W.</given-names>
</name>
<name>
<surname>Goodin</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Jeffery</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Rammohan</surname>
<given-names>K. W.</given-names>
</name>
<name>
<surname>Reder</surname>
<given-names>A. T.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Safety and efficacy of fingolimod in patients with relapsing-remitting multiple sclerosis (FREEDOMS II): a double-blind, randomised, placebo-controlled, phase 3 trial</article-title>. <source>Lancet Neurol.</source> <volume>13</volume> (<issue>6</issue>), <fpage>545</fpage>&#x2013;<lpage>556</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(14)70049-3</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Caligiuri</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Human natural killer cells</article-title>. <source>Blood</source> <volume>112</volume> (<issue>3</issue>), <fpage>461</fpage>&#x2013;<lpage>469</lpage>. <pub-id pub-id-type="doi">10.1182/blood-2007-09-077438</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Callender</surname>
<given-names>L. A.</given-names>
</name>
<name>
<surname>Carroll</surname>
<given-names>E. C.</given-names>
</name>
<name>
<surname>Beal</surname>
<given-names>R. W. J.</given-names>
</name>
<name>
<surname>Chambers</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Nourshargh</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Akbar</surname>
<given-names>A. N.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Human CD8(&#x2b;) EMRA T cells display a senescence-associated secretory phenotype regulated by p38 MAPK</article-title>. <source>Aging Cell</source> <volume>17</volume> (<issue>1</issue>), <fpage>e12675</fpage>. <pub-id pub-id-type="doi">10.1111/acel.12675</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castle</surname>
<given-names>S. C.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Clinical relevance of age-related immune dysfunction</article-title>. <source>Clin. Infect. Dis. official Publ. Infect. Dis. Soc. Am.</source> <volume>31</volume> (<issue>2</issue>), <fpage>578</fpage>&#x2013;<lpage>585</lpage>. <pub-id pub-id-type="doi">10.1086/313947</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname>
<given-names>Y. Y.</given-names>
</name>
<name>
<surname>Lan</surname>
<given-names>M. Y.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J. S.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Progressive multifocal leukoencephalopathy in an immunocompetent Taiwanese patient</article-title>. <source>J. Formos. Med. Assoc. &#x3d; Taiwan yi zhi</source> <volume>106</volume> (<issue>2</issue>), <fpage>S60</fpage>&#x2013;<lpage>S64</lpage>. <pub-id pub-id-type="doi">10.1016/s0929-6646(09)60355-7</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chaudhry</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Bulka</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Rathnam</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Said</surname>
<given-names>O. M.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lorigan</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>COVID-19 in multiple sclerosis patients and risk factors for severe infection</article-title>. <source>J. Neurol. Sci.</source> <volume>418</volume>, <fpage>117147</fpage>. <pub-id pub-id-type="doi">10.1016/j.jns.2020.117147</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ciotti</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Valtcheva</surname>
<given-names>M. V.</given-names>
</name>
<name>
<surname>Cross</surname>
<given-names>A. H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Effects of MS disease-modifying therapies on responses to vaccinations: A review</article-title>. <source>Mult. Scler. Relat. Disord.</source> <volume>45</volume>, <fpage>102439</fpage>. <pub-id pub-id-type="doi">10.1016/j.msard.2020.102439</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Claes</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Fraussen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Vanheusden</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hellings</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Stinissen</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Van Wijmeersch</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Age-associated B Cells with proinflammatory characteristics are expanded in a proportion of multiple sclerosis patients</article-title>. <source>J. Immunol.</source> <volume>197</volume> (<issue>12</issue>), <fpage>4576</fpage>&#x2013;<lpage>4583</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.1502448</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Barkhof</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Comi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Hartung</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Khatri</surname>
<given-names>B. O.</given-names>
</name>
<name>
<surname>Montalban</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Oral fingolimod or intramuscular interferon for relapsing multiple sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>362</volume> (<issue>5</issue>), <fpage>402</fpage>&#x2013;<lpage>415</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa0907839</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coles</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Fox</surname>
<given-names>E. J.</given-names>
</name>
<name>
<surname>Giovannoni</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Hartung</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Havrdova</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Alemtuzumab CARE-MS II 5-year follow-up: efficacy and safety findings</article-title>. <source>Neurology</source> <volume>89</volume> (<issue>11</issue>), <fpage>1117</fpage>&#x2013;<lpage>1126</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000004354</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Colonna-Romano</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Bulati</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Aquino</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Pellican&#xf2;</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Vitello</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lio</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>A double-negative (IgD-CD27-) B cell population is increased in the peripheral blood of elderly people</article-title>. <source>Mech. ageing Dev.</source> <volume>130</volume> (<issue>10</issue>), <fpage>681</fpage>&#x2013;<lpage>690</lpage>. <pub-id pub-id-type="doi">10.1016/j.mad.2009.08.003</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Comi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>O&#x27;Connor</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Montalban</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Antel</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Radue</surname>
<given-names>E. W.</given-names>
</name>
<name>
<surname>Karlsson</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Phase II study of oral fingolimod (FTY720) in multiple sclerosis: 3-year results</article-title>. <source>Mult. Scler.</source> <volume>16</volume> (<issue>2</issue>), <fpage>197</fpage>&#x2013;<lpage>207</lpage>. <pub-id pub-id-type="doi">10.1177/1352458509357065</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Copp&#xe9;</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Desprez</surname>
<given-names>P. Y.</given-names>
</name>
<name>
<surname>Krtolica</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Campisi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>The senescence-associated secretory phenotype: the dark side of tumor suppression</article-title>. <source>Annu. Rev. pathology</source> <volume>5</volume>, <fpage>99</fpage>&#x2013;<lpage>118</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-pathol-121808-102144</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Corboy</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Fox</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Kister</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Cutter</surname>
<given-names>G. R.</given-names>
</name>
<name>
<surname>Morgan</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Seale</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Risk of new disease activity in patients with multiple sclerosis who continue or discontinue disease-modifying therapies (DISCOMS): a multicentre, randomised, single-blind, phase 4, non-inferiority trial</article-title>. <source>Lancet Neurol.</source> <volume>22</volume> (<issue>7</issue>), <fpage>568</fpage>&#x2013;<lpage>577</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(23)00154-0</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>D&#x27;Amico</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Chisari</surname>
<given-names>C. G.</given-names>
</name>
<name>
<surname>Arena</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zanghi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Toscano</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lo Fermo</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Cancer Risk and Multiple Sclerosis: evidence From a Large Italian Cohort</article-title>. <source>Front. Neurol.</source> <volume>10</volume>, <fpage>337</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2019.00337</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Daltrozzo</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Hapfelmeier</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Donnachie</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Schneider</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hemmer</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>A systematic assessment of prevalence, incidence and regional distribution of multiple sclerosis in Bavaria from 2006 to 2015</article-title>. <source>Front. Neurol.</source> <volume>9</volume>, <fpage>871</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2018.00871</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dema</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Eixarch</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Villar</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Montalban</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Espejo</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Immunosenescence in multiple sclerosis: the identification of new therapeutic targets</article-title>. <source>Autoimmun. Rev.</source> <volume>20</volume> (<issue>9</issue>), <fpage>102893</fpage>. <pub-id pub-id-type="doi">10.1016/j.autrev.2021.102893</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Derhovanessian</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Maier</surname>
<given-names>A. B.</given-names>
</name>
<name>
<surname>H&#xe4;hnel</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Beck</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>de Craen</surname>
<given-names>A. J. M.</given-names>
</name>
<name>
<surname>Slagboom</surname>
<given-names>E. P.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Infection with cytomegalovirus but not herpes simplex virus induces the accumulation of late-differentiated CD4&#x2b; and CD8&#x2b; T-cells in humans</article-title>. <source>J. general virology</source> <volume>92</volume> (<issue>12</issue>), <fpage>2746</fpage>&#x2013;<lpage>2756</lpage>. <pub-id pub-id-type="doi">10.1099/vir.0.036004-0</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duggal</surname>
<given-names>N. A.</given-names>
</name>
<name>
<surname>Upton</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Phillips</surname>
<given-names>A. C.</given-names>
</name>
<name>
<surname>Sapey</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Lord</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>An age-related numerical and functional deficit in CD19(&#x2b;) CD24(hi) CD38(hi) B cells is associated with an increase in systemic autoimmunity</article-title>. <source>Aging Cell</source> <volume>12</volume> (<issue>5</issue>), <fpage>873</fpage>&#x2013;<lpage>881</lpage>. <pub-id pub-id-type="doi">10.1111/acel.12114</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duszczyszyn</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Mason</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Lapierre</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Antel</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Haegert</surname>
<given-names>D. G.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Thymic involution and proliferative T-cell responses in multiple sclerosis</article-title>. <source>J. Neuroimmunol.</source> <volume>221</volume> (<issue>1-2</issue>), <fpage>73</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneuroim.2010.02.005</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Faustino</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Coutinho</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Leit&#xe3;o</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Capela</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Brum</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Parra</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Seroconversion rate following HBV vaccination in clinical practice: the role of age and DMT treatment</article-title>. <source>Mult. Scler. Relat. Disord.</source> <volume>50</volume>, <fpage>102859</fpage>. <pub-id pub-id-type="doi">10.1016/j.msard.2021.102859</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feng</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Balint</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Poznanski</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Ashkar</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Loeb</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Aging and Interferons: impacts on Inflammation and Viral Disease Outcomes</article-title>. <source>Cells</source> <volume>10</volume> (<issue>3</issue>), <fpage>708</fpage>. <pub-id pub-id-type="doi">10.3390/cells10030708</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferrucci</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Fabbri</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Inflammageing: chronic inflammation in ageing, cardiovascular disease, and frailty</article-title>. <source>Nat. Rev. Cardiol.</source> <volume>15</volume> (<issue>9</issue>), <fpage>505</fpage>&#x2013;<lpage>522</lpage>. <pub-id pub-id-type="doi">10.1038/s41569-018-0064-2</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fortin</surname>
<given-names>C. F.</given-names>
</name>
<name>
<surname>Lesur</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Fulop</surname>
<given-names>T.</given-names>
<suffix>Jr</suffix>
</name>
</person-group> (<year>2007</year>). <article-title>Effects of aging on triggering receptor expressed on myeloid cells (TREM)-1-induced PMN functions</article-title>. <source>FEBS Lett.</source> <volume>581</volume> (<issue>6</issue>), <fpage>1173</fpage>&#x2013;<lpage>1178</lpage>. <pub-id pub-id-type="doi">10.1016/j.febslet.2007.02.029</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>F&#xf6;rster</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>K&#xfc;ry</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Aktas</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Warnke</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Havla</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hohlfeld</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Managing risks with immune therapies in multiple sclerosis</article-title>. <source>Drug Saf.</source> <volume>42</volume> (<issue>5</issue>), <fpage>633</fpage>&#x2013;<lpage>647</lpage>. <pub-id pub-id-type="doi">10.1007/s40264-018-0782-8</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fortin</surname>
<given-names>C. F.</given-names>
</name>
<name>
<surname>Larbi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lesur</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Douziech</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Fulop</surname>
<given-names>T.</given-names>
<suffix>Jr</suffix>
</name>
</person-group> (<year>2006</year>). <article-title>Impairment of SHP-1 down-regulation in the lipid rafts of human neutrophils under GM-CSF stimulation contributes to their age-related, altered functions</article-title>. <source>J. Leukoc. Biol.</source> <volume>79</volume> (<issue>5</issue>), <fpage>1061</fpage>&#x2013;<lpage>1072</lpage>. <pub-id pub-id-type="doi">10.1189/jlb.0805481</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fox</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>D. H.</given-names>
</name>
<name>
<surname>Phillips</surname>
<given-names>J. T.</given-names>
</name>
<name>
<surname>Hutchinson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Havrdova</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Kita</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Placebo-controlled phase 3 study of oral BG-12 or glatiramer in multiple sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>367</volume> (<issue>12</issue>), <fpage>1087</fpage>&#x2013;<lpage>1097</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa1206328</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Frasca</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Diaz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Romero</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Blomberg</surname>
<given-names>B. B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Human peripheral late/exhausted memory B cells express a senescent-associated secretory phenotype and preferentially utilize metabolic signaling pathways</article-title>. <source>Exp. Gerontol.</source> <volume>87</volume>, <fpage>113</fpage>&#x2013;<lpage>120</lpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2016.12.001</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Frasca</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Diaz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Romero</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Blomberg</surname>
<given-names>B. B.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>The generation of memory B cells is maintained, but the antibody response is not, in the elderly after repeated influenza immunizations</article-title>. <source>Vaccine</source> <volume>34</volume> (<issue>25</issue>), <fpage>2834</fpage>&#x2013;<lpage>2840</lpage>. <pub-id pub-id-type="doi">10.1016/j.vaccine.2016.04.023</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Frasca</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Diaz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Romero</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>D&#x27;Eramo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Blomberg</surname>
<given-names>B. B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Aging effects on T-bet expression in human B cell subsets</article-title>. <source>Cell Immunol.</source> <volume>321</volume>, <fpage>68</fpage>&#x2013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.1016/j.cellimm.2017.04.007</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Frasca</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Landin</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Lechner</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Ryan</surname>
<given-names>J. G.</given-names>
</name>
<name>
<surname>Schwartz</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Riley</surname>
<given-names>R. L.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Aging down-regulates the transcription factor E2A, activation-induced cytidine deaminase, and Ig class switch in human B cells</article-title>. <source>J. Immunol.</source> <volume>180</volume> (<issue>8</issue>), <fpage>5283</fpage>&#x2013;<lpage>5290</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.180.8.5283</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giovannoni</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Comi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Cook</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Rammohan</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Rieckmann</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Soelberg Sorensen</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>A placebo-controlled trial of oral cladribine for relapsing multiple sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>362</volume> (<issue>5</issue>), <fpage>416</fpage>&#x2013;<lpage>426</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa0902533</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gaindh</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kavak</surname>
<given-names>K. S.</given-names>
</name>
<name>
<surname>Teter</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Vaughn</surname>
<given-names>C. B.</given-names>
</name>
<name>
<surname>Cookfair</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hahn</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Decreased risk of cancer in multiple sclerosis patients and analysis of the effect of disease modifying therapies on cancer risk</article-title>. <source>J. Neurol. Sci.</source> <volume>370</volume>, <fpage>13</fpage>&#x2013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1016/j.jns.2016.09.005</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ginaldi</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>De Martinis</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>D&#x27;Ostilio</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Marini</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Loreto</surname>
<given-names>M. F.</given-names>
</name>
<name>
<surname>Corsi</surname>
<given-names>M. P.</given-names>
</name>
<etal/>
</person-group> (<year>1999a</year>). <article-title>The immune system in the elderly: I. Specific humoral immunity</article-title>. <source>Immunol. Res.</source> <volume>20</volume> (<issue>2</issue>), <fpage>101</fpage>&#x2013;<lpage>108</lpage>. <pub-id pub-id-type="doi">10.1007/BF02786466</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ginaldi</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>De Martinis</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>D&#x27;Ostilio</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Marini</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Loreto</surname>
<given-names>M. F.</given-names>
</name>
<name>
<surname>Martorelli</surname>
<given-names>V.</given-names>
</name>
<etal/>
</person-group> (<year>1999b</year>). <article-title>The immune system in the elderly: II. Specific cellular immunity</article-title>. <source>Immunol. Res.</source> <volume>20</volume> (<issue>2</issue>), <fpage>109</fpage>&#x2013;<lpage>115</lpage>. <pub-id pub-id-type="doi">10.1007/BF02786467</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gold</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Arnold</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Bar-Or</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Giovannoni</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Selmaj</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Placebo-controlled phase 3 study of oral BG-12 for relapsing multiple sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>367</volume> (<issue>12</issue>), <fpage>1098</fpage>&#x2013;<lpage>1107</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa1114287</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Graves</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Henry</surname>
<given-names>R. G.</given-names>
</name>
<name>
<surname>Cree</surname>
<given-names>B. A. C.</given-names>
</name>
<name>
<surname>Lambert-Messerlian</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Greenblatt</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Waubant</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Ovarian aging is associated with gray matter volume and disability in women with MS</article-title>. <source>Neurology</source> <volume>90</volume> (<issue>3</issue>), <fpage>e254</fpage>&#x2013;<lpage>e260</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000004843</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grebenciucova</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Berger</surname>
<given-names>J. R.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Immunosenescence: the role of aging in the predisposition to neuro-infectious complications arising from the treatment of multiple sclerosis</article-title>. <source>Curr. neurology Neurosci. Rep.</source> <volume>17</volume> (<issue>8</issue>), <fpage>61</fpage>. <pub-id pub-id-type="doi">10.1007/s11910-017-0771-9</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guan</surname>
<given-names>J. Z.</given-names>
</name>
<name>
<surname>Guan</surname>
<given-names>W. P.</given-names>
</name>
<name>
<surname>Maeda</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Guoqing</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>GuangZhi</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Makino</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Patients with multiple sclerosis show increased oxidative stress markers and somatic telomere length shortening</article-title>. <source>Mol. Cell. Biochem.</source> <volume>400</volume> (<issue>1-2</issue>), <fpage>183</fpage>&#x2013;<lpage>187</lpage>. <pub-id pub-id-type="doi">10.1007/s11010-014-2274-1</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gustafson</surname>
<given-names>C. E.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Weyand</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Goronzy</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Influence of immune aging on vaccine responses</article-title>. <source>J. Allergy Clin. Immunol.</source> <volume>145</volume> (<issue>5</issue>), <fpage>1309</fpage>&#x2013;<lpage>1321</lpage>. <pub-id pub-id-type="doi">10.1016/j.jaci.2020.03.017</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haegele</surname>
<given-names>K. F.</given-names>
</name>
<name>
<surname>Stueckle</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Malin</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Sindern</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Increase of CD8&#x2b; T-effector memory cells in peripheral blood of patients with relapsing-remitting multiple sclerosis compared to healthy controls</article-title>. <source>J. Neuroimmunol.</source> <volume>183</volume> (<issue>1-2</issue>), <fpage>168</fpage>&#x2013;<lpage>174</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneuroim.2006.09.008</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haegert</surname>
<given-names>D. G.</given-names>
</name>
<name>
<surname>Hackenbroch</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Duszczyszyn</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Fitz-Gerald</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zastepa</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Mason</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Reduced thymic output and peripheral naive CD4 T-cell alterations in primary progressive multiple sclerosis (PPMS)</article-title>. <source>J. Neuroimmunol.</source> <volume>233</volume> (<issue>1-2</issue>), <fpage>233</fpage>&#x2013;<lpage>239</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneuroim.2010.12.007</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hajiebrahimi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Montgomery</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Burkill</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bahmanyar</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Risk of Premenopausal and Postmenopausal Breast Cancer among Multiple Sclerosis Patients</article-title>. <source>PLoS One</source> <volume>11</volume> (<issue>10</issue>), <fpage>e0165027</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0165027</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>O&#x27;Neill</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Naradikian</surname>
<given-names>M. S.</given-names>
</name>
<name>
<surname>Scholz</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Cancro</surname>
<given-names>M. P.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>A B-cell subset uniquely responsive to innate stimuli accumulates in aged mice</article-title>. <source>Blood</source> <volume>118</volume> (<issue>5</issue>), <fpage>1294</fpage>&#x2013;<lpage>1304</lpage>. <pub-id pub-id-type="doi">10.1182/blood-2011-01-330530</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hauser</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Bar-Or</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Comi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Giovannoni</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Hartung</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Hemmer</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Ocrelizumab versus Interferon Beta-1a in Relapsing Multiple Sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>376</volume> (<issue>3</issue>), <fpage>221</fpage>&#x2013;<lpage>234</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa1601277</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Havla</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Warnke</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Derfuss</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Hartung</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Hohlfeld</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Interdisciplinary risk management in the treatment of multiple sclerosis</article-title>. <source>Dtsch. Arztebl Int.</source> <volume>113</volume> (<issue>51-52</issue>), <fpage>879</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.3238/arztebl.2016.0879</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Havrdova</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Arnold</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Hartung</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Fox</surname>
<given-names>E. J.</given-names>
</name>
<name>
<surname>Giovannoni</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Alemtuzumab CARE-MS I 5-year follow-up: durable efficacy in the absence of continuous MS therapy</article-title>. <source>Neurology</source> <volume>89</volume> (<issue>11</issue>), <fpage>1107</fpage>&#x2013;<lpage>1116</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000004313</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hazeldine</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Harris</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Chapple</surname>
<given-names>I. L.</given-names>
</name>
<name>
<surname>Grant</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Greenwood</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Livesey</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Impaired neutrophil extracellular trap formation: a novel defect in the innate immune system of aged individuals</article-title>. <source>Aging Cell</source> <volume>13</volume> (<issue>4</issue>), <fpage>690</fpage>&#x2013;<lpage>698</lpage>. <pub-id pub-id-type="doi">10.1111/acel.12222</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hearps</surname>
<given-names>A. C.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Angelovich</surname>
<given-names>T. A.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>W. J.</given-names>
</name>
<name>
<surname>Maisa</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Landay</surname>
<given-names>A. L.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Aging is associated with chronic innate immune activation and dysregulation of monocyte phenotype and function</article-title>. <source>Aging Cell</source> <volume>11</volume> (<issue>5</issue>), <fpage>867</fpage>&#x2013;<lpage>875</lpage>. <pub-id pub-id-type="doi">10.1111/j.1474-9726.2012.00851.x</pub-id>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hecker</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Fitzner</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jager</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Buhring</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Schwartz</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hartmann</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Leukocyte Telomere Length in Patients with Multiple Sclerosis and Its Association with Clinical Phenotypes</article-title>. <source>Mol. Neurobiol.</source> <volume>58</volume> (<issue>6</issue>), <fpage>2886</fpage>&#x2013;<lpage>2896</lpage>. <pub-id pub-id-type="doi">10.1007/s12035-021-02315-y</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hua</surname>
<given-names>L. H.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>T. H.</given-names>
</name>
<name>
<surname>Conway</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Thompson</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kinzy</surname>
<given-names>T. G.</given-names>
</name>
</person-group> (<year>2019a</year>). <article-title>Discontinuation of disease-modifying therapy in patients with multiple sclerosis over age 60</article-title>. <source>Mult. Scler.</source> <volume>25</volume> (<issue>5</issue>), <fpage>699</fpage>&#x2013;<lpage>708</lpage>. <pub-id pub-id-type="doi">10.1177/1352458518765656</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hua</surname>
<given-names>L. H.</given-names>
</name>
<name>
<surname>Harris</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Conway</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Thompson</surname>
<given-names>N. R.</given-names>
</name>
</person-group> (<year>2019b</year>). <article-title>Changes in patient-reported outcomes between continuers and discontinuers of disease modifying therapy in patients with multiple sclerosis over age 60</article-title>. <source>Mult. Scler. Relat. Disord.</source> <volume>30</volume>, <fpage>252</fpage>&#x2013;<lpage>256</lpage>. <pub-id pub-id-type="doi">10.1016/j.msard.2019.02.028</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jergovi&#x107;</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Smithey</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Nikolich-&#x17d;ugich</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Intrinsic and extrinsic contributors to defective CD8&#x2b; T cell responses with aging</article-title>. <source>Exp. Gerontol.</source> <volume>105</volume>, <fpage>140</fpage>&#x2013;<lpage>145</lpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2018.01.011</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jin</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kaneko</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Suzuki</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Arai</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Teramoto</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Fukao</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Age-related changes in BAFF and APRIL profiles and upregulation of BAFF and APRIL expression in patients with primary antibody deficiency</article-title>. <source>Int. J. Mol. Med.</source> <volume>21</volume> (<issue>2</issue>), <fpage>233</fpage>&#x2013;<lpage>238</lpage>. <pub-id pub-id-type="doi">10.3892/ijmm.21.2.233</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jordan</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fisher</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Racke</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Mao-Draayer</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Progressive multifocal leukoencephalopathy in dimethyl fumarate-treated multiple sclerosis patients</article-title>. <source>Mult. Scler.</source> <volume>28</volume>, <fpage>7</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1177/1352458520949158</pub-id>
</citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Bar-Or</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cree</surname>
<given-names>B. A. C.</given-names>
</name>
<name>
<surname>Fox</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Giovannoni</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Gold</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Siponimod versus placebo in secondary progressive multiple sclerosis (EXPAND): a double-blind, randomised, phase 3 study</article-title>. <source>Lancet</source> <volume>391</volume> (<issue>10127</issue>), <fpage>1263</fpage>&#x2013;<lpage>1273</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(18)30475-6</pub-id>
</citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Mehling</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Arroyo</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Izquierdo</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Selmaj</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Curovic-Perisic</surname>
<given-names>V.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Randomized trial of vaccination in fingolimod-treated patients with multiple sclerosis</article-title>. <source>Neurology</source> <volume>84</volume> (<issue>9</issue>), <fpage>872</fpage>&#x2013;<lpage>879</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000001302</pub-id>
</citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kingwell</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Bajdik</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Phillips</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Oger</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hashimoto</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Cancer risk in multiple sclerosis: findings from British Columbia, Canada</article-title>. <source>Brain</source> <volume>135</volume> (<issue>10</issue>), <fpage>2973</fpage>&#x2013;<lpage>2979</lpage>. <pub-id pub-id-type="doi">10.1093/brain/aws148</pub-id>
</citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kister</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Spelman</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Alroughani</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lechner-Scott</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Duquette</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Grand&#x27;Maison</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Discontinuing disease-modifying therapy in MS after a prolonged relapse-free period: a propensity score-matched study</article-title>. <source>J. Neurol. Neurosurg. Psychiatry</source> <volume>87</volume> (<issue>10</issue>), <fpage>1133</fpage>&#x2013;<lpage>1137</lpage>. <pub-id pub-id-type="doi">10.1136/jnnp-2016-313760</pub-id>
</citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klein</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mrowetz</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Barker</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Lange</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Rivera</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Aigner</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Age influences microglial activation after cuprizone-induced demyelination</article-title>. <source>Front. aging Neurosci.</source> <volume>10</volume>, <fpage>278</fpage>. <pub-id pub-id-type="doi">10.3389/fnagi.2018.00278</pub-id>
</citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Krysko</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Henry</surname>
<given-names>R. G.</given-names>
</name>
<name>
<surname>Cree</surname>
<given-names>B. A. C.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Caillier</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Santaniello</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Telomere length Is associated with disability progression in multiple sclerosis</article-title>. <source>Ann. Neurol.</source> <volume>86</volume> (<issue>5</issue>), <fpage>671</fpage>&#x2013;<lpage>682</lpage>. <pub-id pub-id-type="doi">10.1002/ana.25592</pub-id>
</citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lassmann</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Pathogenic mechanisms associated with different clinical courses of multiple sclerosis</article-title>. <source>Front. Immunol.</source> <volume>9</volume>, <fpage>3116</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2018.03116</pub-id>
</citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Le Garff-Tavernier</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>B&#xe9;ziat</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Decocq</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Siguret</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Gandjbakhch</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Pautas</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Human NK cells display major phenotypic and functional changes over the life span</article-title>. <source>Aging Cell</source> <volume>9</volume> (<issue>4</issue>), <fpage>527</fpage>&#x2013;<lpage>535</lpage>. <pub-id pub-id-type="doi">10.1111/j.1474-9726.2010.00584.x</pub-id>
</citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lebrun</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Vermersch</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Brassat</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Defer</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Rumbach</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Clavelou</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Cancer and multiple sclerosis in the era of disease-modifying treatments</article-title>. <source>J. Neurol.</source> <volume>258</volume> (<issue>7</issue>), <fpage>1304</fpage>&#x2013;<lpage>1311</lpage>. <pub-id pub-id-type="doi">10.1007/s00415-011-5929-9</pub-id>
</citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lian</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yue</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Immunosenescence: a key player in cancer development</article-title>. <source>J. Hematol. Oncol.</source> <volume>13</volume> (<issue>1</issue>), <fpage>151</fpage>. <pub-id pub-id-type="doi">10.1186/s13045-020-00986-z</pub-id>
</citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>List&#xec;</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Candore</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Modica</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Russo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Di Lorenzo</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Esposito-Pellitteri</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2006</year>). <article-title>A study of serum immunoglobulin levels in elderly persons that provides new insights into B cell immunosenescence</article-title>. <source>Ann. N. Y. Acad. Sci.</source> <volume>1089</volume>, <fpage>487</fpage>&#x2013;<lpage>495</lpage>. <pub-id pub-id-type="doi">10.1196/annals.1386.013</pub-id>
</citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lopes</surname>
<given-names>A. B.</given-names>
</name>
<name>
<surname>Lopes</surname>
<given-names>L. B.</given-names>
</name>
<name>
<surname>da Silveira Antunes</surname>
<given-names>R. N.</given-names>
</name>
<name>
<surname>Fukasawa</surname>
<given-names>J. T.</given-names>
</name>
<name>
<surname>de</surname>
<given-names>A. C. D.</given-names>
</name>
<name>
<surname>Calamita</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Effects of immunosenescence on the lower expression of surface molecules in neutrophils and lymphocytes</article-title>. <source>Curr. aging Sci.</source> <volume>11</volume> (<issue>2</issue>), <fpage>118</fpage>&#x2013;<lpage>125</lpage>. <pub-id pub-id-type="doi">10.2174/1874609811666180605092234</pub-id>
</citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lopes</surname>
<given-names>K. O.</given-names>
</name>
<name>
<surname>Sparks</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Streit</surname>
<given-names>W. J.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Microglial dystrophy in the aged and Alzheimer&#x27;s disease brain is associated with ferritin immunoreactivity</article-title>. <source>Glia</source> <volume>56</volume> (<issue>10</issue>), <fpage>1048</fpage>&#x2013;<lpage>1060</lpage>. <pub-id pub-id-type="doi">10.1002/glia.20678</pub-id>
</citation>
</ref>
<ref id="B88">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Louapre</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Collongues</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Stankoff</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Giannesini</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Papeix</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Bensa</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Clinical Characteristics and Outcomes in Patients With Coronavirus Disease 2019 and Multiple Sclerosis</article-title>. <source>JAMA Neurol.</source> <volume>77</volume> (<issue>9</issue>), <fpage>1079</fpage>&#x2013;<lpage>1088</lpage>. <pub-id pub-id-type="doi">10.1001/jamaneurol.2020.2581</pub-id>
</citation>
</ref>
<ref id="B89">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lublin</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>D. H.</given-names>
</name>
<name>
<surname>Freedman</surname>
<given-names>M. S.</given-names>
</name>
<name>
<surname>Cree</surname>
<given-names>B. A. C.</given-names>
</name>
<name>
<surname>Wolinsky</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Weiner</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Oral fingolimod in primary progressive multiple sclerosis (INFORMS): a phase 3, randomised, double-blind, placebo-controlled trial</article-title>. <source>Lancet</source> <volume>387</volume> (<issue>10023</issue>), <fpage>1075</fpage>&#x2013;<lpage>1084</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(15)01314-8</pub-id>
</citation>
</ref>
<ref id="B90">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Manoussakis</surname>
<given-names>M. N.</given-names>
</name>
<name>
<surname>Tzioufas</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Silis</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Pange</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Goudevenos</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Moutsopoulos</surname>
<given-names>H. M.</given-names>
</name>
</person-group> (<year>1987</year>). <article-title>High prevalence of anti-cardiolipin and other autoantibodies in a healthy elderly population</article-title>. <source>Clin. Exp. Immunol.</source> <volume>69</volume> (<issue>3</issue>), <fpage>557</fpage>&#x2013;<lpage>565</lpage>.</citation>
</ref>
<ref id="B91">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>M&#xe1;rquez</surname>
<given-names>E. J.</given-names>
</name>
<name>
<surname>Chung</surname>
<given-names>C.-H.</given-names>
</name>
<name>
<surname>Marches</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Rossi</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Nehar-Belaid</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Eroglu</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Sexual-dimorphism in human immune system aging</article-title>. <source>Nat. Commun.</source> <volume>11</volume> (<issue>1</issue>), <fpage>751</fpage>. <pub-id pub-id-type="doi">10.1038/s41467-020-14396-9</pub-id>
</citation>
</ref>
<ref id="B92">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marrie</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Blanchard</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Leung</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Elliott</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>The rising prevalence and changing age distribution of multiple sclerosis in Manitoba</article-title>. <source>Neurology</source> <volume>74</volume> (<issue>6</issue>), <fpage>465</fpage>&#x2013;<lpage>471</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0b013e3181cf6ec0</pub-id>
</citation>
</ref>
<ref id="B93">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McCarthy</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Tuohy</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Compston</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Kumararatne</surname>
<given-names>D. S.</given-names>
</name>
<name>
<surname>Coles</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Jones</surname>
<given-names>J. L.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Immune competence after alemtuzumab treatment of multiple sclerosis</article-title>. <source>Neurology</source> <volume>81</volume> (<issue>10</issue>), <fpage>872</fpage>&#x2013;<lpage>876</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0b013e3182a35215</pub-id>
</citation>
</ref>
<ref id="B94">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Metcalf</surname>
<given-names>T. U.</given-names>
</name>
<name>
<surname>Wilkinson</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>Cameron</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Ghneim</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Chiang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wertheimer</surname>
<given-names>A. M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Human monocyte subsets are transcriptionally and functionally altered in aging in response to pattern recognition receptor agonists</article-title>. <source>J. Immunol.</source> <volume>199</volume> (<issue>4</issue>), <fpage>1405</fpage>&#x2013;<lpage>1417</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.1700148</pub-id>
</citation>
</ref>
<ref id="B95">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Metze</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Winkelmann</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Loebermann</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hecker</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Schweiger</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Reisinger</surname>
<given-names>E. C.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Immunogenicity and predictors of response to a single dose trivalent seasonal influenza vaccine in multiple sclerosis patients receiving disease-modifying therapies</article-title>. <source>CNS Neurosci. Ther.</source> <volume>25</volume> (<issue>2</issue>), <fpage>245</fpage>&#x2013;<lpage>254</lpage>. <pub-id pub-id-type="doi">10.1111/cns.13034</pub-id>
</citation>
</ref>
<ref id="B96">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mills</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Begay</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Fisher</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mao-Draayer</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Impact of trial design and patient heterogeneity on the identification of clinically effective therapies for progressive MS</article-title>. <source>Mult. Scler.</source> <volume>24</volume> (<issue>14</issue>), <fpage>1795</fpage>&#x2013;<lpage>1807</lpage>. <pub-id pub-id-type="doi">10.1177/1352458518800800</pub-id>
</citation>
</ref>
<ref id="B97">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mills</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Mao-Draayer</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Aging and lymphocyte changes by immunomodulatory therapies impact PML risk in multiple sclerosis patients</article-title>. <source>Mult. Scler.</source> <volume>24</volume> (<issue>8</issue>), <fpage>1014</fpage>&#x2013;<lpage>1022</lpage>. <pub-id pub-id-type="doi">10.1177/1352458518775550</pub-id>
</citation>
</ref>
<ref id="B98">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Molony</surname>
<given-names>R. D.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>J. T.</given-names>
</name>
<name>
<surname>Kong</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Montgomery</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Shaw</surname>
<given-names>A. C.</given-names>
</name>
<name>
<surname>Iwasaki</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Aging impairs both primary and secondary RIG-I signaling for interferon induction in human monocytes</article-title>. <source>Sci. Signal</source> <volume>10</volume> (<issue>509</issue>), <fpage>eaan2392</fpage>. <pub-id pub-id-type="doi">10.1126/scisignal.aan2392</pub-id>
</citation>
</ref>
<ref id="B99">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montalban</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Hauser</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Arnold</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Bar-Or</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Comi</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Ocrelizumab versus Placebo in Primary Progressive Multiple Sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>376</volume> (<issue>3</issue>), <fpage>209</fpage>&#x2013;<lpage>220</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa1606468</pub-id>
</citation>
</ref>
<ref id="B100">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moretto</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Lawlor</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Khan</surname>
<given-names>I. A.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Aging mice exhibit a functional defect in mucosal dendritic cell response against an intracellular pathogen</article-title>. <source>J. Immunol.</source> <volume>181</volume> (<issue>11</issue>), <fpage>7977</fpage>&#x2013;<lpage>7984</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.181.11.7977</pub-id>
</citation>
</ref>
<ref id="B101">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mu&#xf1;oz-Esp&#xed;n</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Serrano</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Cellular senescence: from physiology to pathology</article-title>. <source>Nat. Rev. Mol. Cell Biol.</source> <volume>15</volume> (<issue>7</issue>), <fpage>482</fpage>&#x2013;<lpage>496</lpage>. <pub-id pub-id-type="doi">10.1038/nrm3823</pub-id>
</citation>
</ref>
<ref id="B102">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Musella</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gentile</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rizzo</surname>
<given-names>F. R.</given-names>
</name>
<name>
<surname>De Vito</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Fresegna</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Bullitta</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Interplay between age and neuroinflammation in multiple sclerosis: effects on motor and cognitive functions</article-title>. <source>Front. Aging Neurosci.</source> <volume>10</volume>, <fpage>238</fpage>. <pub-id pub-id-type="doi">10.3389/fnagi.2018.00238</pub-id>
</citation>
</ref>
<ref id="B103">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Natrajan</surname>
<given-names>M. S.</given-names>
</name>
<name>
<surname>de la Fuente</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Crawford</surname>
<given-names>A. H.</given-names>
</name>
<name>
<surname>Linehan</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Nunez</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>K. R.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Retinoid X receptor activation reverses age-related deficiencies in myelin debris phagocytosis and remyelination</article-title>. <source>Brain</source> <volume>138</volume> (<issue>12</issue>), <fpage>3581</fpage>&#x2013;<lpage>3597</lpage>. <pub-id pub-id-type="doi">10.1093/brain/awv289</pub-id>
</citation>
</ref>
<ref id="B104">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naylor</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Vallejo</surname>
<given-names>A. N.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>W. W.</given-names>
</name>
<name>
<surname>Koetz</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Bryl</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>The influence of age on T cell generation and TCR diversity</article-title>. <source>J. Immunol.</source> <volume>174</volume> (<issue>11</issue>), <fpage>7446</fpage>&#x2013;<lpage>7452</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.174.11.7446</pub-id>
</citation>
</ref>
<ref id="B105">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nikolich-&#x17d;ugich</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The twilight of immunity: emerging concepts in aging of the immune system</article-title>. <source>Nat. Immunol.</source> <volume>19</volume> (<issue>1</issue>), <fpage>10</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1038/s41590-017-0006-x</pub-id>
</citation>
</ref>
<ref id="B106">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noda</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Takeuchi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Mizuno</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Suzumura</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Fingolimod phosphate promotes the neuroprotective effects of microglia</article-title>. <source>J. Neuroimmunol.</source> <volume>256</volume> (<issue>1-2</issue>), <fpage>13</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneuroim.2012.12.005</pub-id>
</citation>
</ref>
<ref id="B107">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nyugen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Agrawal</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gollapudi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gupta</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Impaired functions of peripheral blood monocyte subpopulations in aged humans</article-title>. <source>J. Clin. Immunol.</source> <volume>30</volume> (<issue>6</issue>), <fpage>806</fpage>&#x2013;<lpage>813</lpage>. <pub-id pub-id-type="doi">10.1007/s10875-010-9448-8</pub-id>
</citation>
</ref>
<ref id="B108">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x27;Connor</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wolinsky</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Confavreux</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Comi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Olsson</surname>
<given-names>T. P.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Randomized trial of oral teriflunomide for relapsing multiple sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>365</volume> (<issue>14</issue>), <fpage>1293</fpage>&#x2013;<lpage>1303</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa1014656</pub-id>
</citation>
</ref>
<ref id="B109">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Olberg</surname>
<given-names>H. K.</given-names>
</name>
<name>
<surname>Cox</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Nostbakken</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Aarseth</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Vedeler</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Myhr</surname>
<given-names>K. M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Immunotherapies influence the influenza vaccination response in multiple sclerosis patients: an explorative study</article-title>. <source>Mult. Scler.</source> <volume>20</volume> (<issue>8</issue>), <fpage>1074</fpage>&#x2013;<lpage>1080</lpage>. <pub-id pub-id-type="doi">10.1177/1352458513513970</pub-id>
</citation>
</ref>
<ref id="B110">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Olberg</surname>
<given-names>H. K.</given-names>
</name>
<name>
<surname>Eide</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Cox</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Jul-Larsen</surname>
<given-names>&#xc5;.</given-names>
</name>
<name>
<surname>Lartey</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Vedeler</surname>
<given-names>C. A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Antibody response to seasonal influenza vaccination in patients with multiple sclerosis receiving immunomodulatory therapy</article-title>. <source>Eur. J. neurology</source> <volume>25</volume> (<issue>3</issue>), <fpage>527</fpage>&#x2013;<lpage>534</lpage>. <pub-id pub-id-type="doi">10.1111/ene.13537</pub-id>
</citation>
</ref>
<ref id="B111">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Olsson</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wikby</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Johansson</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>L&#xf6;fgren</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Nilsson</surname>
<given-names>B. O.</given-names>
</name>
<name>
<surname>Ferguson</surname>
<given-names>F. G.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Age-related change in peripheral blood T-lymphocyte subpopulations and cytomegalovirus infection in the very old: the Swedish longitudinal OCTO immune study</article-title>. <source>Mech. ageing Dev.</source> <volume>121</volume> (<issue>1-3</issue>), <fpage>187</fpage>&#x2013;<lpage>201</lpage>. <pub-id pub-id-type="doi">10.1016/s0047-6374(00)00210-4</pub-id>
</citation>
</ref>
<ref id="B112">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perdaens</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>van Pesch</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Molecular Mechanisms of Immunosenescene and Inflammaging: relevance to the Immunopathogenesis and Treatment of Multiple Sclerosis</article-title>. <source>Front. Neurol.</source> <volume>12</volume>, <fpage>811518</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2021.811518</pub-id>
</citation>
</ref>
<ref id="B113">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pereira</surname>
<given-names>B. I.</given-names>
</name>
<name>
<surname>De Maeyer</surname>
<given-names>R. P. H.</given-names>
</name>
<name>
<surname>Covre</surname>
<given-names>L. P.</given-names>
</name>
<name>
<surname>Nehar-Belaid</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Lanna</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ward</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Sestrins induce natural killer function in senescent-like CD8(&#x2b;) T cells</article-title>. <source>Nat. Immunol.</source> <volume>21</volume> (<issue>6</issue>), <fpage>684</fpage>&#x2013;<lpage>694</lpage>. <pub-id pub-id-type="doi">10.1038/s41590-020-0643-3</pub-id>
</citation>
</ref>
<ref id="B114">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pfister</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Weiskopf</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Lazuardi</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Kovaiou</surname>
<given-names>R. D.</given-names>
</name>
<name>
<surname>Cioca</surname>
<given-names>D. P.</given-names>
</name>
<name>
<surname>Keller</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2006</year>). <article-title>Naive T cells in the elderly: are they still there?</article-title> <source>Ann. N. Y. Acad. Sci.</source> <volume>1067</volume>, <fpage>152</fpage>&#x2013;<lpage>157</lpage>. <pub-id pub-id-type="doi">10.1196/annals.1354.018</pub-id>
</citation>
</ref>
<ref id="B115">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pitzalis</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Idda</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Lodde</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Loizedda</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lobina</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zoledziewska</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Effect of Different Disease-Modifying Therapies on Humoral Response to BNT162b2 Vaccine in Sardinian Multiple Sclerosis Patients</article-title>. <source>Front. Immunol.</source> <volume>12</volume>, <fpage>781843</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2021.781843</pub-id>
</citation>
</ref>
<ref id="B116">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Polman</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>O&#x27;Connor</surname>
<given-names>P. W.</given-names>
</name>
<name>
<surname>Havrdova</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Hutchinson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>D. H.</given-names>
</name>
<etal/>
</person-group> (<year>2006</year>). <article-title>A randomized, placebo-controlled trial of natalizumab for relapsing multiple sclerosis</article-title>. <source>N. Engl. J. Med.</source> <volume>354</volume> (<issue>9</issue>), <fpage>899</fpage>&#x2013;<lpage>910</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa044397</pub-id>
</citation>
</ref>
<ref id="B117">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Porchet</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Probst</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bouras</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Draberova</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Draber</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Riederer</surname>
<given-names>B. M.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Analysis of glial acidic fibrillary protein in the human entorhinal cortex during aging and in Alzheimer&#x27;s disease</article-title>. <source>Proteomics</source> <volume>3</volume> (<issue>8</issue>), <fpage>1476</fpage>&#x2013;<lpage>1485</lpage>. <pub-id pub-id-type="doi">10.1002/pmic.200300456</pub-id>
</citation>
</ref>
<ref id="B118">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prosperini</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>de Rossi</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Scarpazza</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Moiola</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Cosottini</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Gerevini</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Natalizumab-related progressive multifocal leukoencephalopathy in multiple sclerosis: findings from an italian independent registry</article-title>. <source>PLoS One</source> <volume>11</volume> (<issue>12</issue>), <fpage>e0168376</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0168376</pub-id>
</citation>
</ref>
<ref id="B119">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pul</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Moharregh-Khiabani</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>&#x160;kuljec</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Skripuletz</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Garde</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Voss</surname>
<given-names>E. V.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Glatiramer acetate modulates TNF-&#x3b1; and IL-10 secretion in microglia and promotes their phagocytic activity</article-title>. <source>J. neuroimmune Pharmacol. official J. Soc. NeuroImmune Pharmacol.</source> <volume>6</volume> (<issue>3</issue>), <fpage>381</fpage>&#x2013;<lpage>388</lpage>. <pub-id pub-id-type="doi">10.1007/s11481-010-9248-1</pub-id>
</citation>
</ref>
<ref id="B120">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qi</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Glanville</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>J. Y.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Diversity and clonal selection in the human T-cell repertoire</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>111</volume> (<issue>36</issue>), <fpage>13139</fpage>&#x2013;<lpage>13144</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1409155111</pub-id>
</citation>
</ref>
<ref id="B121">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ragonese</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Aridon</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Vazzoler</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Mazzola</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Lo Re</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Lo Re</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Association between multiple sclerosis, cancer risk, and immunosuppressant treatment: a cohort study</article-title>. <source>BMC Neurol.</source> <volume>17</volume> (<issue>1</issue>), <fpage>155</fpage>. <pub-id pub-id-type="doi">10.1186/s12883-017-0932-0</pub-id>
</citation>
</ref>
<ref id="B122">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramos-Casals</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Garc&#xed;a-Carrasco</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Brito</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>L&#xf3;pez-Soto</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Font</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Autoimmunity and geriatrics: clinical significance of autoimmune manifestations in the elderly</article-title>. <source>Lupus</source> <volume>12</volume> (<issue>5</issue>), <fpage>341</fpage>&#x2013;<lpage>355</lpage>. <pub-id pub-id-type="doi">10.1191/0961203303lu383ed</pub-id>
</citation>
</ref>
<ref id="B123">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ratts</surname>
<given-names>R. B.</given-names>
</name>
<name>
<surname>Weng</surname>
<given-names>N. P.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Homeostasis of lymphocytes and monocytes in frequent blood donors</article-title>. <source>Front. Immunol.</source> <volume>3</volume>, <fpage>271</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2012.00271</pub-id>
</citation>
</ref>
<ref id="B124">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rist</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Franklin</surname>
<given-names>R. J.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Taking ageing into account in remyelination-based therapies for multiple sclerosis</article-title>. <source>J. Neurol. Sci.</source> <volume>274</volume> (<issue>1-2</issue>), <fpage>64</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1016/j.jns.2008.04.027</pub-id>
</citation>
</ref>
<ref id="B125">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rossi</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Bryder</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zahn</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Ahlenius</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Sonu</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Wagers</surname>
<given-names>A. J.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Cell intrinsic alterations underlie hematopoietic stem cell aging</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>102</volume> (<issue>26</issue>), <fpage>9194</fpage>&#x2013;<lpage>9199</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0503280102</pub-id>
</citation>
</ref>
<ref id="B126">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rubtsov</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Rubtsova</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fischer</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Meehan</surname>
<given-names>R. T.</given-names>
</name>
<name>
<surname>Gillis</surname>
<given-names>J. Z.</given-names>
</name>
<name>
<surname>Kappler</surname>
<given-names>J. W.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Toll-like receptor 7 (TLR7)-driven accumulation of a novel CD11c&#x207a; B-cell population is important for the development of autoimmunity</article-title>. <source>Blood</source> <volume>118</volume> (<issue>5</issue>), <fpage>1305</fpage>&#x2013;<lpage>1315</lpage>. <pub-id pub-id-type="doi">10.1182/blood-2011-01-331462</pub-id>
</citation>
</ref>
<ref id="B127">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salter</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fox</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Newsome</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Halper</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>D. K. B.</given-names>
</name>
<name>
<surname>Kanellis</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Outcomes and Risk Factors Associated With SARS-CoV-2 Infection in a North American Registry of Patients With Multiple Sclerosis</article-title>. <source>JAMA Neurol.</source> <volume>78</volume> (<issue>6</issue>), <fpage>699</fpage>&#x2013;<lpage>708</lpage>. <pub-id pub-id-type="doi">10.1001/jamaneurol.2021.0688</pub-id>
</citation>
</ref>
<ref id="B128">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salzer</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Svenningsson</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Alping</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Novakova</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Bjorck</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fink</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Rituximab in multiple sclerosis: A retrospective observational study on safety and efficacy</article-title>. <source>Neurology</source> <volume>87</volume> (<issue>20</issue>), <fpage>2074</fpage>&#x2013;<lpage>2081</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000003331</pub-id>
</citation>
</ref>
<ref id="B129">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schweitzer</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Laurent</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Fink</surname>
<given-names>G. R.</given-names>
</name>
<name>
<surname>Barnett</surname>
<given-names>M. H.</given-names>
</name>
<name>
<surname>Reddel</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hartung</surname>
<given-names>H. P.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Age and the risks of high-efficacy disease modifying drugs in multiple sclerosis</article-title>. <source>Curr. Opin. neurology</source> <volume>32</volume> (<issue>3</issue>), <fpage>305</fpage>&#x2013;<lpage>312</lpage>. <pub-id pub-id-type="doi">10.1097/WCO.0000000000000701</pub-id>
</citation>
</ref>
<ref id="B130">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seidler</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zimmermann</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Bartneck</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Trautwein</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Tacke</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Age-dependent alterations of monocyte subsets and monocyte-related chemokine pathways in healthy adults</article-title>. <source>BMC Immunol.</source> <volume>11</volume>, <fpage>30</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2172-11-30</pub-id>
</citation>
</ref>
<ref id="B131">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shearer</surname>
<given-names>G. M.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Th1/Th2 changes in aging</article-title>. <source>Mech. ageing Dev.</source> <volume>94</volume> (<issue>1-3</issue>), <fpage>1</fpage>&#x2013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1016/s0047-6374(96)01849-0</pub-id>
</citation>
</ref>
<ref id="B132">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Simpson-Yap</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>De Brouwer</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Kalincik</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Rijke</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Hillert</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Walton</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Associations of Disease-Modifying Therapies With COVID-19 Severity in Multiple Sclerosis</article-title>. <source>Neurology</source> <volume>97</volume> (<issue>19</issue>), <fpage>e1870</fpage>&#x2013;<lpage>e1885</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000012753</pub-id>
</citation>
</ref>
<ref id="B133">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sloane</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Hollander</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Rosene</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Moss</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Kemper</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Abraham</surname>
<given-names>C. R.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Astrocytic hypertrophy and altered GFAP degradation with age in subcortical white matter of the rhesus monkey</article-title>. <source>Brain Res.</source> <volume>862</volume> (<issue>1-2</issue>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1016/s0006-8993(00)02059-x</pub-id>
</citation>
</ref>
<ref id="B134">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tabibian-Keissar</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hazanov</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Schiby</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Rosenthal</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Rakovsky</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Michaeli</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Aging affects B-cell antigen receptor repertoire diversity in primary and secondary lymphoid tissues</article-title>. <source>Eur. J. Immunol.</source> <volume>46</volume> (<issue>2</issue>), <fpage>480</fpage>&#x2013;<lpage>492</lpage>. <pub-id pub-id-type="doi">10.1002/eji.201545586</pub-id>
</citation>
</ref>
<ref id="B135">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Teo</surname>
<given-names>S. P.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Review of COVID-19 Vaccines and Their Evidence in Older Adults</article-title>. <source>Ann. Geriatr. Med. Res.</source> <volume>25</volume> (<issue>1</issue>), <fpage>4</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.4235/agmr.21.0011</pub-id>
</citation>
</ref>
<ref id="B136">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Theodoropoulou</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Alfredsson</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Piehl</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Marabita</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Jagodic</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Different epigenetic clocks reflect distinct pathophysiological features of multiple sclerosis</article-title>. <source>Epigenomics</source> <volume>11</volume> (<issue>12</issue>), <fpage>1429</fpage>&#x2013;<lpage>1439</lpage>. <pub-id pub-id-type="doi">10.2217/epi-2019-0102</pub-id>
</citation>
</ref>
<ref id="B137">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tremlett</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Joseph</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Devonshire</surname>
<given-names>V.</given-names>
</name>
</person-group>
<collab>UBCMS Clinic Neurologists</collab> (<year>2008</year>). <article-title>Relapses in multiple sclerosis are age- and time-dependent</article-title>. <source>J. Neurol. Neurosurg. Psychiatry</source> <volume>79</volume> (<issue>12</issue>), <fpage>1368</fpage>&#x2013;<lpage>1374</lpage>. <pub-id pub-id-type="doi">10.1136/jnnp.2008.145805</pub-id>
</citation>
</ref>
<ref id="B138">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tutuncu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zeid</surname>
<given-names>N. A.</given-names>
</name>
<name>
<surname>Kale</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Crusan</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Atkinson</surname>
<given-names>E. J.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Onset of progressive phase is an age-dependent clinical milestone in multiple sclerosis</article-title>. <source>Mult. Scler.</source> <volume>19</volume> (<issue>2</issue>), <fpage>188</fpage>&#x2013;<lpage>198</lpage>. <pub-id pub-id-type="doi">10.1177/1352458512451510</pub-id>
</citation>
</ref>
<ref id="B139">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ufer</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Shakeri-Nejad</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Gardin</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Paule</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Marbury</surname>
<given-names>T. C.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Impact of siponimod on vaccination response in a randomized, placebo-controlled study</article-title>. <source>Neurology(R) Neuroimmunol. neuroinflammation</source> <volume>4</volume> (<issue>6</issue>), <fpage>e398</fpage>&#x2013;<lpage>e</lpage>. <pub-id pub-id-type="doi">10.1212/NXI.0000000000000398</pub-id>
</citation>
</ref>
<ref id="B140">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vaiserman</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Krasnienkov</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Telomere Length as a Marker of Biological Age: state-of-the-Art, Open Issues, and Future Perspectives</article-title>. <source>Front. Genet.</source> <volume>11</volume>, <fpage>630186</fpage>. <pub-id pub-id-type="doi">10.3389/fgene.2020.630186</pub-id>
</citation>
</ref>
<ref id="B141">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vallejo</surname>
<given-names>A. N.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>CD28 extinction in human T cells: altered functions and the program of T-cell senescence</article-title>. <source>Immunol. Rev.</source> <volume>205</volume>, <fpage>158</fpage>&#x2013;<lpage>169</lpage>. <pub-id pub-id-type="doi">10.1111/j.0105-2896.2005.00256.x</pub-id>
</citation>
</ref>
<ref id="B142">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vermersch</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Czlonkowska</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Grimaldi</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Confavreux</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Comi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Kappos</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Teriflunomide versus subcutaneous interferon beta-1a in patients with relapsing multiple sclerosis: a randomised, controlled phase 3 trial</article-title>. <source>Mult. Scler.</source> <volume>20</volume> (<issue>6</issue>), <fpage>705</fpage>&#x2013;<lpage>716</lpage>. <pub-id pub-id-type="doi">10.1177/1352458513507821</pub-id>
</citation>
</ref>
<ref id="B143">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vollmer</surname>
<given-names>B. L.</given-names>
</name>
<name>
<surname>Wolf</surname>
<given-names>A. B.</given-names>
</name>
<name>
<surname>Sillau</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Corboy</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Alvarez</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Evolution of Disease Modifying Therapy Benefits and Risks: an Argument for De-escalation as a Treatment Paradigm for Patients With Multiple Sclerosis</article-title>. <source>Front. Neurol.</source> <volume>12</volume>, <fpage>799138</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2021.799138</pub-id>
</citation>
</ref>
<ref id="B144">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>von Hehn</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Howard</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Meka</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Pultz</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Mehta</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Immune response to vaccines is maintained in patients treated with dimethyl fumarate</article-title>. <source>Neurol. Neuroimmunol. Neuroinflamm</source> <volume>5</volume> (<issue>1</issue>), <fpage>e409</fpage>. <pub-id pub-id-type="doi">10.1212/NXI.0000000000000409</pub-id>
</citation>
</ref>
<ref id="B145">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>von Wyl</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>D&#xe9;card</surname>
<given-names>B. F.</given-names>
</name>
<name>
<surname>Benkert</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lorscheider</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>H&#xe4;nni</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lienert</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Influence of age at disease onset on future relapses and disability progression in patients with multiple sclerosis on immunomodulatory treatment</article-title>. <source>Eur. J. Neurol.</source> <volume>27</volume> (<issue>6</issue>), <fpage>1066</fpage>&#x2013;<lpage>1075</lpage>. <pub-id pub-id-type="doi">10.1111/ene.14191</pub-id>
</citation>
</ref>
<ref id="B146">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Waldhauer</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Steinle</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>NK cells and cancer immunosurveillance</article-title>. <source>Oncogene</source> <volume>27</volume> (<issue>45</issue>), <fpage>5932</fpage>&#x2013;<lpage>5943</lpage>. <pub-id pub-id-type="doi">10.1038/onc.2008.267</pub-id>
</citation>
</ref>
<ref id="B147">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Malawista</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Qian</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Ramsey</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Allore</surname>
<given-names>H. G.</given-names>
</name>
<name>
<surname>Montgomery</surname>
<given-names>R. R.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Age-related changes in expression and signaling of TAM receptor inflammatory regulators in monocytes</article-title>. <source>Oncotarget</source> <volume>9</volume> (<issue>11</issue>), <fpage>9572</fpage>&#x2013;<lpage>9580</lpage>. <pub-id pub-id-type="doi">10.18632/oncotarget.23851</pub-id>
</citation>
</ref>
<ref id="B148">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ward</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Zucca</surname>
<given-names>F. A.</given-names>
</name>
<name>
<surname>Duyn</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Crichton</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Zecca</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The role of iron in brain ageing and neurodegenerative disorders</article-title>. <source>Lancet Neurology</source> <volume>13</volume> (<issue>10</issue>), <fpage>1045</fpage>&#x2013;<lpage>1060</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(14)70117-6</pub-id>
</citation>
</ref>
<ref id="B149">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Warnke</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Olsson</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Hartung</surname>
<given-names>H. P.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>PML: the dark side of immunotherapy in multiple sclerosis</article-title>. <source>Trends Pharmacol. Sci.</source> <volume>36</volume> (<issue>12</issue>), <fpage>799</fpage>&#x2013;<lpage>801</lpage>. <pub-id pub-id-type="doi">10.1016/j.tips.2015.09.006</pub-id>
</citation>
</ref>
<ref id="B150">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weideman</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Tapia-Maltos</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Greenwood</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bielekova</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Meta-analysis of the age-dependent efficacy of multiple sclerosis treatments</article-title>. <source>Front. Neurol.</source> <volume>8</volume>, <fpage>577</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2017.00577</pub-id>
</citation>
</ref>
<ref id="B151">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wesselingh</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Butzkueven</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Buzzard</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Tarlinton</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>O&#x27;Brien</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Monif</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Innate Immunity in the Central Nervous System: A Missing Piece of the Autoimmune Encephalitis Puzzle?</article-title> <source>Front. Immunol.</source> <volume>10</volume>, <fpage>2066</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2019.02066</pub-id>
</citation>
</ref>
<ref id="B152">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weyand</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Brandes</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Schmidt</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Fulbright</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Goronzy</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Functional properties of CD4&#x2b; CD28- T cells in the aging immune system</article-title>. <source>Mech. ageing Dev.</source> <volume>102</volume> (<issue>2-3</issue>), <fpage>131</fpage>&#x2013;<lpage>147</lpage>. <pub-id pub-id-type="doi">10.1016/s0047-6374(97)00161-9</pub-id>
</citation>
</ref>
<ref id="B153">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Mills</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Dowling</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Fisher</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Kirch</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Siponimod enriches regulatory T and B lymphocytes in secondary progressive multiple sclerosis</article-title>. <source>JCI Insight</source> <volume>5</volume> (<issue>3</issue>), <fpage>e134251</fpage>. <pub-id pub-id-type="doi">10.1172/jci.insight.134251</pub-id>
</citation>
</ref>
<ref id="B154">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ye</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Hsueh</surname>
<given-names>E. C.</given-names>
</name>
<name>
<surname>Eickhoff</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Varvares</surname>
<given-names>M. A.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Tumor-derived &#x3b3;&#x3b4; regulatory T cells suppress innate and adaptive immunity through the induction of immunosenescence</article-title>. <source>J. Immunol.</source> <volume>190</volume> (<issue>5</issue>), <fpage>2403</fpage>&#x2013;<lpage>2414</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.1202369</pub-id>
</citation>
</ref>
<ref id="B155">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeydan</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kantarci</surname>
<given-names>O. H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Impact of age on multiple sclerosis disease activity and progression</article-title>. <source>Curr. neurology Neurosci. Rep.</source> <volume>20</volume> (<issue>7</issue>), <fpage>24</fpage>. <pub-id pub-id-type="doi">10.1007/s11910-020-01046-2</pub-id>
</citation>
</ref>
<ref id="B156">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Aged microglia promote peripheral T cell infiltration by reprogramming the microenvironment of neurogenic niches</article-title>. <source>Immun. Ageing</source> <volume>19</volume> (<issue>1</issue>), <fpage>34</fpage>. <pub-id pub-id-type="doi">10.1186/s12979-022-00289-6</pub-id>
</citation>
</ref>
<ref id="B157">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Stein</surname>
<given-names>L. R.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ho</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>G. Q.</given-names>
</name>
<name>
<surname>Zhan</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Klotho controls the brain-immune system interface in the choroid plexus</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>115</volume> (<issue>48</issue>), <fpage>E11388</fpage>&#x2013;<lpage>E11396</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1808609115</pub-id>
</citation>
</ref>
<ref id="B158">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zinger</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Ponath</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sweeney</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>T. D.</given-names>
</name>
<name>
<surname>Lo</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Diaz</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Dimethyl Fumarate Reduces Inflammation in Chronic Active Multiple Sclerosis Lesions</article-title>. <source>Neurol. Neuroimmunol. Neuroinflamm</source> <volume>9</volume> (<issue>2</issue>), <fpage>e1138</fpage>. <pub-id pub-id-type="doi">10.1212/NXI.0000000000001138</pub-id>
</citation>
</ref>
<ref id="B159">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zucker</surname>
<given-names>B. E.</given-names>
</name>
<name>
<surname>Stacpoole</surname>
<given-names>S. R. L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Progressive multifocal leukoencephalopathy in the absence of immunosuppression</article-title>. <source>J. neurovirology</source> <volume>24</volume> (<issue>1</issue>), <fpage>119</fpage>&#x2013;<lpage>122</lpage>. <pub-id pub-id-type="doi">10.1007/s13365-017-0592-2</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>