<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="methods-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2024.1422078</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Study Protocol</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cladribine effects on patient-reported outcomes and their clinical and biometric correlates in highly active relapsing multiple sclerosis at first switch: the observational, multicenter, prospective, phase IV CLADFIT-MS study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Borriello</surname> <given-names>Giovanna</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1157438/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chisari</surname> <given-names>Clara Grazia</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Maimone</surname> <given-names>Davide</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1152420/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mirabella</surname> <given-names>Massimiliano</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/693991/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Paolicelli</surname> <given-names>Damiano</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/611729/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Assogna</surname> <given-names>Francesco</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Caradonna</surname> <given-names>Sandro</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Patti</surname> <given-names>Francesco</given-names></name>
<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"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/415443/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Multiple Sclerosis Center, San Pietro Fatebenefratelli Hospital</institution>, <addr-line>Rome</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Public Health, Federico II University</institution>, <addr-line>Naples</addr-line>, <country>Italy</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, University of Catania</institution>, <addr-line>Catania</addr-line>, <country>Italy</country></aff>
<aff id="aff4"><sup>4</sup><institution>UOS Multiple Sclerosis, AOU Policlinico &#x201C;G Rodolico-San Marco&#x201D;, University of Catania</institution>, <addr-line>Catania</addr-line>, <country>Italy</country></aff>
<aff id="aff5"><sup>5</sup><institution>Centro Sclerosi Multipla, UOC Neurologia, Azienda Ospedaliera per l&#x2019;Emergenza Cannizzaro</institution>, <addr-line>Catania</addr-line>, <country>Italy</country></aff>
<aff id="aff6"><sup>6</sup><institution>Multiple Sclerosis Center, Fondazione Policlinico Universitario &#x201C;A. Gemelli&#x201D; IRCCS</institution>, <addr-line>Rome</addr-line>, <country>Italy</country></aff>
<aff id="aff7"><sup>7</sup><institution>Centro di Ricerca per la Sclerosi Multipla &#x201C;Anna Paola Batocchi&#x201D;, Universit&#x00E0; Cattolica del Sacro Cuore</institution>, <addr-line>Rome</addr-line>, <country>Italy</country></aff>
<aff id="aff8"><sup>8</sup><institution>Neurology Unit, Department of Translational Biomedicine and Neuroscience (DiBraiN), Policlinico General Hospital, University of Study of Bari</institution>, <addr-line>Bari</addr-line>, <country>Italy</country></aff>
<aff id="aff9"><sup>9</sup><institution>Merck Serono S.p.A. Italy, An Affiliate of Merck KGaA</institution>, <addr-line>Rome</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by"><p>Edited by: Lorena Lorefice, ATS Sardegna, Italy</p></fn>
<fn id="fn0003" fn-type="edited-by"><p>Reviewed by: Emanuele D&#x2019;Amico, University of Foggia, Italy</p>
<p>Francesca Caleri, F. Tappeiner Hospital, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Francesco Patti, <email>francesco.patti@unict.it</email></corresp>
<fn id="fn0001" fn-type="other"><p><sup>&#x2020;</sup>ORCID: Massimiliano Mirabella, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-7783-114X">https://orcid.org/0000-0002-7783-114X</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1422078</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>04</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Borriello, Chisari, Maimone, Mirabella, Paolicelli, Assogna, Caradonna and Patti.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Borriello, Chisari, Maimone, Mirabella, Paolicelli, Assogna, Caradonna and Patti</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>Patient-reported outcomes (PROs) are essential for understanding the effects of MS and its treatments on patients&#x2019; lives; they play an important role in multiple sclerosis (MS) research and practice. We present the protocol for an observational study to prospectively assess the effect of cladribine tablets on PROs and their correlation to disability and physical activity in adults with highly active relapsing MS switching from a first disease modifying drug (DMD) to cladribine tablets in routine clinical practice at study sites in Italy. The primary objective will be to evaluate changes from baseline in the impact of highly active MS on self-assessed physical functioning 52&#x2009;weeks after the switch to cladribine tablets using the Multiple Sclerosis Impact Scale-29 (MSIS-29). Secondary objectives will include self-assessed psychological impact of highly active MS in daily life and general health after the switch to cladribine tablets as well as changes in cognitive function, anxiety, and depression symptoms. Additional PRO measures will include the Hospital Anxiety and Depression Scale (HADS), the EuroQoL 5-Dimension 5-Level (EQ-5D-5L), the Work Productivity and Activity Impairment Questionnaire: Multiple Sclerosis (WPAI:MS), and the Patient-Reported Outcomes Measurement Information System (PROMIS). Wearable devices will acquire activity data (step counts, walking speed, time asleep, and energy expenditure). Additional clinical, radiological, and laboratory data will be collected when available during routine management. The findings will complement data from controlled trials by providing insight from daily clinical practice into the effect of cladribine tablets on the patient&#x2019;s experience and self-assessed impact of treatment on daily life.</p>
</abstract>
<kwd-group>
<kwd>relapsing&#x2013;remitting multiple sclerosis</kwd>
<kwd>disease-modifying treatment</kwd>
<kwd>cladribine tablets</kwd>
<kwd>observational study</kwd>
<kwd>patient-reported outcomes</kwd>
<kwd>wearable devices</kwd>
<kwd>CLADFIT study</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="8"/>
<word-count count="6287"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Multiple Sclerosis and Neuroimmunology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1">
<label>1</label>
<title>Background</title>
<p>Multiple sclerosis (MS) is a chronic, autoimmune, inflammatory disease of the central nervous system (CNS) which attacks myelinated axons, destroying, to varying degrees, both myelin and axonal tissue (<xref ref-type="bibr" rid="ref1">1</xref>&#x2013;<xref ref-type="bibr" rid="ref3">3</xref>). The disorder, which affects an estimated 137,000 patients in Italy (<xref ref-type="bibr" rid="ref4">4</xref>), typically presents between the ages of 20 and 45&#x2009;years, being less frequent in childhood or late middle age (<xref ref-type="bibr" rid="ref5">5</xref>). The cause of MS is unknown, but it appears to involve a combination of genetic susceptibility and non-genetic triggers, such as viral, metabolic, or environmental factors, that result in a self-sustaining autoimmune disorder which leads to recurrent immune attacks on the CNS (<xref ref-type="bibr" rid="ref5">5</xref>&#x2013;<xref ref-type="bibr" rid="ref7">7</xref>).</p>
<p>The course of MS is highly varied and is often characterized initially by episodes of reversible neurological deficits that are followed by progressive neurological deterioration over time (<xref ref-type="bibr" rid="ref8">8</xref>). Some patients experience a highly active disease course, with rapid and early-onset disability, heralded by high relapse rates and early motor, cerebellar and/or cognitive dysfunction (<xref ref-type="bibr" rid="ref9">9</xref>). Highly active relapsing MS (RMS) is characterized by neurological deterioration causing motor and cognitive dysfunction that impacts health-related quality of life (HRQoL) (<xref ref-type="bibr" rid="ref10">10</xref>). Despite the recent introduction of new disease-modifying therapies (DMTs) for treating MS (<xref ref-type="bibr" rid="ref11">11</xref>&#x2013;<xref ref-type="bibr" rid="ref13">13</xref>), a substantial clinical burden remains, and new approaches are required to reduce the number of relapses and prevent disability progression, while maintaining QoL (<xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>Cladribine is a synthetic deoxyadenosine analog prodrug that is activated through phosphorylation by deoxycytidine kinase that preferentially accumulates to cytotoxic levels in lymphocytes. This results in targeted and sustained reductions of the T and B lymphocytes implicated in MS pathogenesis (<xref ref-type="bibr" rid="ref15">15</xref>). Cladribine tablets were approved for the treatment of highly active RMS in adults by the European Medicines Agency (EMA) in 2017 (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>Two short courses of cladribine tablets across 2 consecutive years (cumulative dose 3.5&#x2009;mg/kg) provides clinically and statistically significant benefits in patients across the RMS spectrum (early to late stages, treatment na&#x00EF;ve, or experienced patients) (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>). Each treatment course consists of 2 treatment weeks, one at the beginning of the first month and one at the beginning of the second month of the respective treatment year. In the approved treatment regimen, these short treatment courses in years 1 and 2 are followed by 2&#x2009;years without treatment (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>Patients with MS frequently report limitations in daily activities due to fatigue, problems with balance or coordination, cognitive impairment, and sleep disturbances (<xref ref-type="bibr" rid="ref19">19</xref>). In addition, MS has been associated with diminished QoL due to the limitations it may impose on employment and social activities (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). Improving QoL is therefore an important goal in the treatment of MS and QoL assessment can help guide healthcare decisions toward this end (<xref ref-type="bibr" rid="ref22">22</xref>).</p>
<p>Patient-reported outcomes (PROs) play an increasing role in MS research and practice and are essential toward understanding the effects of MS and its treatment on patients&#x2019; lives. For MS, the relevance of QoL as an overall subjective measure is underpinned by studies showing that increase in QoL during treatment is accompanied by improvement in fatigue, depression, or cognition (<xref ref-type="bibr" rid="ref23">23</xref>). In the CLARITY trial, in addition to the observed reduction in relapse, disability progression, and Magnetic Resonance Imaging (MRI)-assessed disease activity compared with placebo, there was a significant improvement in EuroQoL 5-Dimension (EQ-5D) index scores and a trend toward improvement as measured via the Multiple Sclerosis Quality of Life-54 (MSQoL-54) Questionnaire (<xref ref-type="bibr" rid="ref24">24</xref>). The ongoing open label, single-arm, Phase IV CLARIFY-MS trial (NCT03369665) expanded these findings, showing statistically significant improvements over 24&#x2009;months in the physical and mental health composite scores of the MSQoL-54 (<xref ref-type="bibr" rid="ref25">25</xref>).</p>
<p>Patient-reported outcome assessment is expected to have an increasing role in the future. Although it is important to evaluate traditional measures, e.g., relapse count and disability progression, such information alone is insufficient toward the comprehensive assessment of disease outcomes; instead, the use of PROs and QoL assessments that address the physical, psychosocial, and sexual aspects of the disease (<xref ref-type="bibr" rid="ref26">26</xref>) should be undertaken. The application of tools such as the MSIS-29 (<xref ref-type="bibr" rid="ref27">27</xref>) and the Patient-Reported Outcomes Measurement Information System (PROMIS) (<xref ref-type="bibr" rid="ref28">28</xref>) can overcome the deficiencies of traditional assessments [e.g., the Expanded Disability Status Scale (EDSS) (<xref ref-type="bibr" rid="ref29">29</xref>), and MRI findings] by capturing outcomes that are most important to MS patients in terms of improvement in daily life and experience (<xref ref-type="bibr" rid="ref30">30</xref>).</p>
<p>The fluctuating nature of MS symptoms, fatigue during the course of the day or presence of relapse, for example, can make it difficult to obtain a representative measurement of a patient&#x2019;s condition at a clinical visit. Toward this end, the use of wearable technology allows continuous monitoring of function during the patient&#x2019;s normal daily routine (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), thereby allowing their disease status to be measured and monitored over time (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
<p>Multiple sclerosis symptoms include motor impairment and gait disturbances (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>), and patients with MS have been found to be less physically active compared with the general population (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>). Mobility measures based on functional performance, physical assessment, and patient self-reporting, often have low sensitivity. Wearable devices with inertial measurement units help to overcome such limitations and can be used to evaluate functional capacity in real-world settings (<xref ref-type="bibr" rid="ref38">38</xref>). These wearable activity trackers may be affected by gait disturbances in patients with advanced MS, be less accurate than professional instruments when measuring low activity levels (<xref ref-type="bibr" rid="ref39">39</xref>), but they are suitable for estimating changes in intra-individual activity in patients with mild or moderate MS (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>).</p>
<p>There are several therapeutic options for treating RMS, and it is important to identify optimal sequencing, understand the patient journey through the various treatments, and generate evidence to inform therapy switches. In the pivotal CLARITY study [17], approximately one-third of patients had switched to cladribine after treatment with interferon-beta or glatiramer acetate; however, dimethyl fumarate and teriflunomide were not yet approved at that time.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>Aims</title>
<p>The aim of this study will be to evaluate the effect of cladribine tablets on PROs and physical activity, and their correlation with disability, as well as the clinical effectiveness and tolerability of cladribine in patients with highly active RMS who are switching from a first-line MS DMT to cladribine tablets as their first second-line treatment in routine clinical practice. CLADFIT also aims to investigate the reasons for switching to cladribine and provide important information on washout strategies after first-line therapies. This data will be useful to inform therapeutic choices supported by scientific evidence. Quality of life, health utilization and treatment satisfaction data will also support pharmacoeconomic analyses.</p>
</sec>
<sec id="sec3">
<label>3</label>
<title>Study objectives</title>
<sec id="sec4">
<label>3.1</label>
<title>Primary objective</title>
<p>To evaluate changes from baseline in the impact of highly active RMS on self-assessed physical functioning in daily life after the switch to cladribine tablets.</p>
</sec>
<sec id="sec5">
<label>3.2</label>
<title>Secondary objectives</title>
<p>To assess the following parameters among patients with highly active RMS after the switch to cladribine tablets:</p>
<list list-type="bullet">
<list-item><p>Changes in the self-assessed psychological impact of disease burden on daily life;</p></list-item>
<list-item><p>Changes in self-assessed general health;</p></list-item>
<list-item><p>Changes in cognitive function;</p></list-item>
<list-item><p>Changes in self-assessed anxiety and depression symptoms;</p></list-item>
<list-item><p>The relationship between changes in PROs (e.g., physical health status, psychological health status, and anxiety and depression symptoms), cognitive function, and/or data from wearable activity trackers;</p></list-item>
<list-item><p>The annualized relapse rate over the first and second year of treatment;</p></list-item>
<list-item><p>Changes in employment status;</p></list-item>
<list-item><p>Real-world pharmacoeconomic data;</p></list-item>
<list-item><p>Safety of cladribine tablets in real-world clinical practice.</p></list-item>
</list>
</sec>
<sec id="sec6">
<label>3.3</label>
<title>Other objectives</title>
<p>To assess, among patients with highly active RMS:</p>
<list list-type="bullet">
<list-item><p>The level of disability in patients after the switch to cladribine tablets;</p></list-item>
<list-item><p>Changes in MRI lesions identified on scans performed at the discretion of the treating physician, following routine clinical practice, at any visit after the switch to cladribine tablets;</p></list-item>
<list-item><p>The safety of cladribine tablets 24&#x2009;months after treatment initiation.</p></list-item>
</list>
</sec>
</sec>
<sec sec-type="methods" id="sec7">
<label>4</label>
<title>Methods</title>
<p>This protocol complies with the European Network of Centres for Pharmacoepidemiology and Pharmacovigilance (ENCePP) Checklist for Study Protocols (Revision 4). Trial Registration: European Union Electronic Register of Post-Authorisation Studies (EU PAS) number EUPAS43893.</p>
<sec id="sec8">
<label>4.1</label>
<title>Observational study design</title>
<p>This observational, multicenter, 2-year prospective, phase IV study will be conducted across approximately 30 sites in Italy, in patients with highly active RMS who are switching to cladribine tablets as their first second-line treatment. Cladribine prescribing will follow clinical practice and the decision to prescribe will be independent of the decision to enroll the patient in the study. The Baseline Visit can take place anytime between the decision to switch to cladribine tablets and the start of the washout period of the previous DMT. Patients will attend visits at the sites as per routine practice; visits are expected at Week 0 (i.e., start of cladribine tablet treatment), Week 24, Week 52, Week 76, and Week 104 after starting treatment. At each visit, clinical and radiological assessments will be recorded as part of routine clinical practice and will be complemented by PROs.</p>
<p>The PROs will include the MSIS-29 (<xref ref-type="bibr" rid="ref27">27</xref>), the Hospital Anxiety and Depression Scale (HADS) (<xref ref-type="bibr" rid="ref42">42</xref>), the EuroQoL 5-Dimension 5-Level (EQ-5D-5L) (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>), the Work Productivity and Activity Impairment Questionnaire: Multiple Sclerosis (WPAI:MS) (<xref ref-type="bibr" rid="ref45">45</xref>), and PROMIS (<xref ref-type="bibr" rid="ref28">28</xref>). Patients will be relatively early in the (highly active) RMS disease course; therefore, this study will include activity tracking with Fitbit&#x00AE; devices to record physical activity levels (range of movement, step counts, walking speed, heart rate, energy expenditure and time spent asleep). Correlations between these activity parameters and changes in PROs after switching to cladribine tablets will be evaluated. The validated Italian versions of the PRO scales are summarized in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption><p>Patient reported outcome (PRO) instruments and validated Italian versions.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Instrument</th>
<th align="left" valign="top">Validated Italian version</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Multiple Sclerosis Impact Scale-29<break/>(MSIS-29) (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="top">MSIS-29, Italy (Italian edition, 22 Feb 13) MAPI Institute (<xref ref-type="bibr" rid="ref46">46</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Hospital Anxiety and Depression Scale<break/>(HADS) (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="left" valign="top">Costantini (<xref ref-type="bibr" rid="ref47">47</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">EuroQoL 5-Dimension 5-Level<break/>(EQ-5D-5L) (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>)</td>
<td align="left" valign="top">Screen Report Italian &#x2013; Italy Version 1.0 (<xref ref-type="bibr" rid="ref48">48</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Work Productivity and Activity Impairment Questionnaire: Multiple Sclerosis (WPAI:MS) (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="left" valign="top">WPAI:MS V2.2 Italian (Italy) (<xref ref-type="bibr" rid="ref49">49</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Patient-Reported Outcomes Measurement Information System (PROMIS) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="top">PROMIS&#x00AE; Item Bank v1.0 &#x2013; Fatigue &#x2013; Multiple Sclerosis Short Form 8a_Italian 10 September 2020 (<xref ref-type="bibr" rid="ref50">50</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Symbol Digit Modalities Test<break/>(SDMT) (<xref ref-type="bibr" rid="ref51">51</xref>)</td>
<td align="left" valign="top">SDMT-adm-scoring-instructions, Italy (Italian edition, 16 Apr 2018) MAPI Institute.<break/>ID060544 / SDMT-adm-scoring-instructions &#x2013; Italian version (<xref ref-type="bibr" rid="ref52">52</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>An overview of the study design is presented in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption><p>Overview of the CLADFIT study design and visits <sup>a</sup> Prescribing according to the SmPC <sup>b</sup> If no washout is required, Baseline and Week 0 may be the same visit. <sup>c</sup> If the period between Baseline and Week 0 is &#x003E;4&#x2009;weeks, the MSIS-29 will be repeated at Week 0. <sup>d</sup> MRI results will be collected when available. <sup>e</sup> EDSS-plus will be collected if available; otherwise, EDSS will be collected. <sup>f</sup> Results from physical examinations, vital signs, and laboratory tests (including lymphocyte counts) will be collected when available. EDSS: Expanded Disability Status Scale; EQ-5D-5L: EuroQoL 5-Dimension 5-Level; HADS: Hospital Anxiety and Depression Scale; MRI: Magnetic Resonance Imaging; MSIS-29: Multiple Sclerosis.</p></caption>
<graphic xlink:href="fneur-15-1422078-g001.tif"/>
</fig>
</sec>
<sec id="sec9">
<label>4.2</label>
<title>Study population</title>
<p>The study population will be recruited across approximately 30 sites in Italy. Enrolled patients will meet inclusion (<xref ref-type="boxed-text" rid="box1">Box 1</xref>) and exclusion criteria (<xref ref-type="boxed-text" rid="box2">Box 2</xref>); those who do not receive their first dose of cladribine tablets within 12&#x2009;weeks of Baseline will be withdrawn from the study.</p>
<boxed-text id="box1" position="float">
<label>BOX 1</label>
<title>Inclusion criteria.</title>
<p>Patients who:</p>
<list list-type="order">
<list-item><p>Are at least 18&#x2009;years old;</p></list-item>
<list-item><p>Have highly active RMS&#x002A; and are switching to cladribine tablets [as per the SmPC (16)] as their first second-line treatment in routine clinical practice;</p></list-item>
<list-item><p>Provide written informed consent to participate and release their personal data.</p></list-item>
</list>
<p>&#x002A; Highly active RMS: defined as patients with 1 relapse in the previous year with at least 1 T1 Gd&#x2009;+&#x2009;lesion or at least 9 T2 lesions while receiving other DMDs; or patients with at least 2 relapses in the previous year, regardless of treatment.</p>
<p>DMDs, Disease Modifying Drugs; SmPC, Summary of Product Characteristics.</p>
</boxed-text>
<boxed-text id="box2" position="float">
<label>BOX 2</label>
<title>Exclusion criteria.</title>
<p>Patients who:</p>
<list list-type="order">
<list-item><p>The investigator considers are unable to provide reliable study information, or are likely to be lost to follow-up during The first months of the study;</p></list-item>
<list-item><p>Have contraindications to cladribine tablets according to the SmPC;</p></list-item>
<list-item><p>Are receiving a DMT with an SmPC-defined washout period &#x003E;12&#x2009;weeks;</p></list-item>
<list-item><p>Were previously treated with a second-line MS therapy;</p></list-item>
<list-item><p>Have clinically relevant anxiety/depressive disorders that the investigator considers will impede study participation;</p></list-item>
<list-item><p>Are participating in interventional clinical trials.</p></list-item>
</list>
<p>SmPC: Summary of Product Characteristics.</p>
</boxed-text>
</sec>
<sec id="sec10">
<label>4.3</label>
<title>Sample size</title>
<p>Based on the primary outcome (mean change in the MSIS-29 physical domain score at Week 52), the expected standard deviation of 13 would require 193 patients to obtain a two-sided 95% CI for the mean with a probability of 0.95. Assuming an attrition rate of 10%, 215 patients will be recruited.</p>
</sec>
<sec id="sec11">
<label>4.4</label>
<title>Data collection</title>
<p>At the Baseline visit, patients who meet all eligibility criteria and provide informed consent will be enrolled into the study after which baseline data will be collected (e.g., demographic information, medical and medication histories, and comorbidities), including the assessment data shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. When a washout period is not required, Baseline and Week 0 may be the same visit. Patients will attend visits in a routine practice setting scheduled at the discretion of the treating physician; therefore, the indicated visit times are approximate.</p>
</sec>
<sec id="sec12">
<label>4.5</label>
<title>Outcome measures</title>
<sec id="sec13">
<label>4.5.1</label>
<title>Primary outcome measure</title>
<list list-type="bullet">
<list-item><p>Change from Baseline in the MSIS-29 physical domain score at Week 52.</p></list-item>
</list>
<p>The MSIS-29 (<xref ref-type="bibr" rid="ref27">27</xref>) is a PRO instrument that measures the physical and psychological impact of MS from the patient&#x2019;s perspective; it includes 20 items in the physical domain and 9 items in the psychological domain. Items explore the impact of MS on the patient&#x2019;s day-to-day life in the last 2&#x2009;weeks, either via the patient or their proxy. All items have a 5-point Likert scale response, with options from 1 (&#x2018;not at all&#x2019;) to 5 (&#x2018;extremely&#x2019;). Each domain is scored by summing the responses across items and converting to a 0 to 100 scale, with higher scores indicating greater impact.</p>
</sec>
<sec id="sec14">
<label>4.5.2</label>
<title>Secondary outcome measures</title>
<list list-type="bullet">
<list-item><p>The MSIS-29 physical, psychological, and combined scores at Baseline, Weeks 52, and 104; the combined MSIS-29 score will be used to represent general health (<xref ref-type="bibr" rid="ref53">53</xref>);</p></list-item>
<list-item><p>Change from Baseline in the MSIS-29 psychological domain score at Weeks 52, and 104;</p></list-item>
<list-item><p>Change from Baseline in the MSIS-29 combined score at Weeks 52, and 104;</p></list-item>
<list-item><p>Change in cognitive function from Baseline measured by the Symbol Digit Modalities Test (SDMT) at Weeks 52, and 104.</p></list-item>
</list>
<p>The SDMT (<xref ref-type="bibr" rid="ref51">51</xref>) is a test of information processing speed; brief and easy to administer, the SDMT has demonstrated remarkable sensitivity in detecting the presence of brain damage as well as changes in cognitive function over time, and in response to treatment. The test consists of 9 abstract symbols, each one being paired with a single digit. The subject is provided with a &#x2018;key&#x2019;, showing each symbol-digit pair. The subject then views several rows of 9 symbols, which are arranged pseudo-randomly, without the digits, and is asked to voice the digit associated with each symbol as rapidly as possible for 90&#x2009;s. The single outcome measure (the &#x2018;SDMT&#x2019;) is the number of correct responses over the 90&#x2009;s time span, regardless of the number of incorrect responses.</p>
<list list-type="bullet">
<list-item><p>Change from baseline in anxiety and depression symptoms measured by HADS at Weeks 52, and 104.</p></list-item>
</list>
<p>The HADS (<xref ref-type="bibr" rid="ref42">42</xref>) questionnaire is used to detect levels of anxiety and depression in patients, both hospital and community based. The questionnaire includes 14 items (7 on anxiety and 7 on depression), individual scoring for which ranges from 0 to 3, with 3 denoting the highest level of anxiety or depression. Scores include the separate domain scores (anxiety and depression) and the overall score (ranging from 0 to 21 points).</p>
<list list-type="bullet">
<list-item><p>Change from baseline in general health status measured by EQ-5D-5L at Weeks 24, 52, and 104.</p></list-item>
</list>
<p>The EQ-5D-5L questionnaire aims to assess health status on a common scale. The EQ-5D-5L essentially consists of 2 pages: the EQ-5D descriptive system and the EQ visual analog scale (EQ-VAS). The descriptive system includes a total of 5 dimensions designated as mobility, self-care, usual activities, pain/discomfort, and anxiety/depression. Each dimension has 5 response levels: no problems, slight problems, moderate problems, severe problems, unable to /extreme problems. The scores obtained from each dimension can be combined into a 5-digit number that describes the subject&#x2019;s health state, with a higher score indicating a better HRQoL. The EQ-VAS records the subject&#x2019;s self-rated health status on a vertical visual analog scale, from &#x2018;The best health you can imagine&#x2019; to &#x2018;The worst health you can imagine&#x2019;. The EQ-VAS can be used as a quantitative measure of health outcome that reflects the subject&#x2019;s own judgment. Both scores will be analyzed in the study.</p>
<list list-type="bullet">
<list-item><p>Changes in levels of depression, anxiety, fatigue, pain, and physical function, self-assessed via PROMIS between Baseline, and Weeks 24, 52, and 104.</p></list-item>
</list>
<p>The PROMIS-29 short form questionnaire evaluates 7 health domains: pain, fatigue, depression, anxiety, sleep disturbance, physical function, and social roles (<xref ref-type="bibr" rid="ref54">54</xref>). Domain scores for depression, anxiety, fatigue, pain, and physical function will be analyzed.</p>
<list list-type="bullet">
<list-item><p>Evaluation of data (to include range of movement, meters or steps in a day, walking speed, calories burned, heart rate, and hours of sleep) from wearable activity trackers (Fitbit&#x00AE;) over 2&#x2009;days of observation at Baseline, and Weeks 52, and 104;</p></list-item>
<list-item><p>Association between changes in PROs (MSIS-29, HADS), cognitive function (SDMT), and data from wearable activity trackers (Fitbit&#x00AE;), at Baseline, and Weeks 0, 52, and 104;</p></list-item>
<list-item><p>Association between levels of depression, anxiety, fatigue, pain, and physical function (self-assessed via PROMIS) and data from wearable activity trackers (Fitbit&#x00AE;) at Baseline, Week 52, and Week 104;</p></list-item>
<list-item><p>The annualized rate of clinician-confirmed relapses over the first and second year, respectively, after switching to cladribine tablets;</p></list-item>
<list-item><p>Employment status measured by WPAI:MS scores at Baseline, Weeks 52, and 104.</p></list-item>
</list>
<p>The WPAI:MS assesses work impairment due to MS using 6 questions that yield 4 scores expressed as impairment percentages: absenteeism, presenteeism, work productivity loss, and activity impairment (<xref ref-type="bibr" rid="ref55">55</xref>). Each of the 4 scores will be analyzed separately.</p>
<list list-type="bullet">
<list-item><p>Healthcare utilization, recorded separately for inpatient and outpatient resources, including number of hospitalizations (and reasons for), number of hospitalization days, number of emergency room visits, diagnostic or therapeutic procedures, and number of rehabilitation visits, over 2&#x2009;years following initiation of cladribine tablets;</p></list-item>
<list-item><p>Occurrence of adverse drug reactions, adverse events, and serious adverse events during the study period;</p></list-item>
<list-item><p>Changes in laboratory values collected in routine care over the study period (Baseline&#x2013;Week 104).</p></list-item>
</list>
</sec>
<sec id="sec15">
<label>4.5.3</label>
<title>Other outcome measures</title>
<list list-type="bullet">
<list-item><p>Disability level measured using the EDSS/EDSS-Plus at Weeks 0, 52, and 104;</p></list-item>
<list-item><p>The number of MRI lesions (T2, T1 Gd+, Combined Unique Active (CUA)) identified when, and if, the treating physician requests MRI at Weeks 0, 52, and/or 104.</p></list-item>
</list>
<p>White matter lesion activity (i.e., new/enlarging T2 lesions, T1 hypointense or Gd-enhancing T1 lesions) and brain atrophy (i.e., percent brain volume change) are valid surrogate endpoints for clinical outcomes (<xref ref-type="bibr" rid="ref56">56</xref>). As above, MRI scans will be performed at the discretion of the treating physician, following routine clinical practice.</p>
<p>Patients who discontinue treatment will be monitored throughout the follow-up period, according to the study design (<xref ref-type="fig" rid="fig1">Figure 1</xref>), regardless of treatment status. A patient will be considered &#x2018;lost to follow-up&#x2019; after 3 documented failed attempts at contact; every possible effort will be made to determine the reason for trial discontinuation, reasons for which, when known, will be documented in the electronic case report form.</p>
</sec>
</sec>
<sec id="sec16">
<label>4.6</label>
<title>Data management and statistical methods</title>
<p>Mean change from Baseline to Week 52 (95% CI) will be calculated for MSIS-29 scores in the physical, and psychological domains, and combined. Descriptive statistics will be used for MSIS-29, HADS, WPAI:MS, and SDMT scores at Baseline/Week 0, and Weeks 52, and 104, and for EQ-5D-5L and PROMIS scores at Baseline, Weeks 24, 52, and 104. Healthcare utilization data will also be summarized descriptively. Changes in SDMT, HADS, EQ-5D-5L, WPAI:MS, and PROMIS scores between Baseline/Week 0 and Weeks 52, and 104 will be evaluated using mixed models, taking into account repeated measurements for each patient. Wearable activity tracker data and its relationship with changes in PROs (MSIS-29 or HADS) and cognitive function (SDMT) will also be evaluated using mixed models.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<label>5</label>
<title>Discussion</title>
<p>CLADFIT will be subject to several limitations due to its design as an open-label, observational study. Patient assessments will be limited to standard-of-care protocols for study visits, imaging, and laboratory testing. This could result in inconsistent data collection, potentially leading to missing data, information bias, and residual confounding. Interpretation of the results may also be affected by treatment-related variability, such as adherence, discontinuation, or potential interactions with other medications. Additional limitations include potential biases from patient selection, loss to follow-up, and patient recall.</p>
<p>CLADFIT&#x2019;s strengths include a prospective and longitudinal design, with clear enrolment goals based on the primary objective. Advantages also include a variety of validated outcome measures that assess a broad range of functional, clinical, cognitive, and psychological domains a distinct perspective on the patient experience and the impact of treatment on daily life. Several of the instruments in this study will have overlapping domains, so that psychological function assessed on 5 different instruments, and physical functions on 4 different instruments. Correlations among these results may provide insight into their consistency as a real-world study, CLADFIT will reflect everyday clinical practice more closely than randomized controlled trials by enrolling more representative patient populations and administering treatments that are characteristic of those experienced in routine clinical practice, making its findings useful for assessing and improving patient care.</p>
</sec>
<sec sec-type="author-contributions" id="sec18">
<title>Author contributions</title>
<p>GB: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Data curation, Investigation. CC: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Data curation, Investigation, Methodology, Validation. DM: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Data curation, Investigation. MM: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Data curation, Investigation. DP: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Data curation, Investigation. FA: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Conceptualization. SC: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation. FP: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec19">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec20">
<title>Conflict of interest</title>
<p>DM received travel grants and honoraria for participating to Advisory Board and invited lectures from Alexion, Biogen, Bristol Myers Squibb, Merck, Novartis, Roche, and Sanofi. MM has received honoraria for speaking, advisory board/consulting from Biogen, Novartis, Merck Serono, Roche, Almirall, Sanofi Genzyme, Janssen, Bristol-Myers Squibb, Viatris, Alexion. He is principal investigator in clinical trials for Biogen, Merck KGaA, Novartis, Roche, Sanofi Genzyme, CSL Behring, Ultragenix, Argenx. DP received speaker honoraria from Novartis, Sanofi-Genzyme, Biogen Idech, Merck, Roche, BMS, Almirall. FA and SC are employees of Merck Serono S.p.A., Italy, an affiliate of Merck KGaA. FP received personal fees for advisory and speaking activities by Alexion, Almirall, Biogen, Bristol Meyers &#x0026; Squibb, Janssen, Merck, Novartis, Roche, Sanofi. He also received research grants by Alexion, Almirall, Biogen, Bristol Meyers &#x0026; Squibb, Merck, Novartis, Roche, Sanofi, FISM, MUR, Italian Health Minister and Reload Onlus Association. The authors declare that this study received funding from Merck Serono S.p.A., Rome, Italy an affiliate of Merck (Cross Ref Funder ID: 10.13039/100009945). The funder had the following involvement in the study: study design, collection, data analysis and interpretation. Medical writing support was provided by EDITAMED S.r.l. and funded by Merck Serono S.p.A., Rome, Italy an affiliate of Merck.</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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<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="ref1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weinshenker</surname> <given-names>BG</given-names></name></person-group>. <article-title>Epidemiology of multiple sclerosis</article-title>. <source>Neurol Clin</source>. (<year>1996</year>) <volume>14</volume>:<fpage>291</fpage>&#x2013;<lpage>308</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s0733-8619(05)70257-7</pub-id></citation></ref>
<ref id="ref2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Calabresi</surname> <given-names>PA</given-names></name></person-group>. <article-title>Diagnosis and management of multiple sclerosis</article-title>. <source>Am Fam Physician</source>. (<year>2004</year>) <volume>70</volume>:<fpage>1935</fpage>&#x2013;<lpage>44</lpage>. PMID: <pub-id pub-id-type="pmid">15571060</pub-id></citation></ref>
<ref id="ref3"><label>3.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Hauser</surname> <given-names>SL</given-names></name> <name><surname>Goodin</surname> <given-names>DS</given-names></name></person-group>. <article-title>Multiple Sclerosis And Other Demyelinating Diseases</article-title> In: <person-group person-group-type="editor"><name><surname>Hauser</surname> <given-names>SL</given-names></name> <name><surname>Josephson</surname> <given-names>SA</given-names></name></person-group>, editors. <source>Harrison&#x2019;s neurology in clinical medicine 4e</source>. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>McGraw-Hill Education</publisher-name> (<year>2018</year>)</citation></ref>
<ref id="ref4"><label>4.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Bandiera</surname> <given-names>P</given-names></name> <name><surname>Battaglia</surname> <given-names>MA</given-names></name> <name><surname>Manacorda</surname> <given-names>T</given-names></name> <name><surname>Zaratin</surname> <given-names>P</given-names></name></person-group>. <source>The Italian Multiple Sclerosis Society (AISM). Barometro della SM e patologie correlate 2023</source> <publisher-name>AISM</publisher-name> (<year>2023</year>). Available at: <ext-link xlink:href="https://agenda.aism.it/2024/download/Barometro_della_Sclerosi_Multipla_2023.pdf" ext-link-type="uri">https://agenda.aism.it/2024/download/Barometro_della_Sclerosi_Multipla_2023.pdf</ext-link></citation></ref>
<ref id="ref5"><label>5.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Cree</surname> <given-names>BAC</given-names></name></person-group>. <article-title>Multiple sclerosis</article-title> In: <person-group person-group-type="editor"><name><surname>Brust</surname> <given-names>JCM</given-names></name></person-group>, editor. <source>Current diagnosis and treatment in neurology</source>. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Lange Medical Books/McGraw-Hill Medical</publisher-name> (<year>2007</year>)</citation></ref>
<ref id="ref6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Belbasis</surname> <given-names>L</given-names></name> <name><surname>Bellou</surname> <given-names>V</given-names></name> <name><surname>Evangelou</surname> <given-names>E</given-names></name> <name><surname>Ioannidis</surname> <given-names>JP</given-names></name> <name><surname>Tzoulaki</surname> <given-names>I</given-names></name></person-group>. <article-title>Environmental risk factors and multiple sclerosis: an umbrella review of systematic reviews and meta-analyses</article-title>. <source>Lancet Neurol</source>. (<year>2015</year>) <volume>14</volume>:<fpage>263</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(14)70267-4</pub-id>, PMID: <pub-id pub-id-type="pmid">25662901</pub-id></citation></ref>
<ref id="ref7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hedstr&#x00F6;m</surname> <given-names>AK</given-names></name></person-group>. <article-title>Risk factors for multiple sclerosis in the context of Epstein-Barr virus infection</article-title>. <source>Front Immunol</source>. (<year>2023</year>) <volume>14</volume>:<fpage>1212676</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2023.1212676</pub-id>, PMID: <pub-id pub-id-type="pmid">37554326</pub-id></citation></ref>
<ref id="ref8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGinley</surname> <given-names>MP</given-names></name> <name><surname>Goldschmidt</surname> <given-names>CH</given-names></name> <name><surname>Rae-Grant</surname> <given-names>AD</given-names></name></person-group>. <article-title>Diagnosis and treatment of multiple sclerosis: a review</article-title>. <source>JAMA</source>. (<year>2021</year>) <volume>325</volume>:<fpage>765</fpage>&#x2013;<lpage>79</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.2020.26858</pub-id></citation></ref>
<ref id="ref9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hirst</surname> <given-names>CL</given-names></name> <name><surname>Pace</surname> <given-names>A</given-names></name> <name><surname>Pickersgill</surname> <given-names>TP</given-names></name> <name><surname>Jones</surname> <given-names>R</given-names></name> <name><surname>McLean</surname> <given-names>BN</given-names></name> <name><surname>Zajicek</surname> <given-names>JP</given-names></name> <etal/></person-group>. <article-title>Campath 1-H treatment in patients with aggressive relapsing remitting multiple sclerosis</article-title>. <source>J Neurol</source>. (<year>2008</year>) <volume>255</volume>:<fpage>231</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00415-008-0696-y</pub-id>, PMID: <pub-id pub-id-type="pmid">18283404</pub-id></citation></ref>
<ref id="ref10"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jones</surname> <given-names>E</given-names></name> <name><surname>Pike</surname> <given-names>J</given-names></name> <name><surname>Marshall</surname> <given-names>T</given-names></name> <name><surname>Ye</surname> <given-names>X</given-names></name></person-group>. <article-title>Quantifying the relationship between increased disability and health care resource utilization, quality of life, work productivity, health care costs in patients with multiple sclerosis in the US</article-title>. <source>BMC Health Serv Res</source>. (<year>2016</year>) <volume>16</volume>:<fpage>294</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12913-016-1532-1</pub-id>, PMID: <pub-id pub-id-type="pmid">27443278</pub-id></citation></ref>
<ref id="ref11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Giovannoni</surname> <given-names>G</given-names></name> <name><surname>Lang</surname> <given-names>S</given-names></name> <name><surname>Wolff</surname> <given-names>R</given-names></name> <name><surname>Duffy</surname> <given-names>S</given-names></name> <name><surname>Hyde</surname> <given-names>R</given-names></name> <name><surname>Kinter</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>A systematic review and mixed treatment comparison of pharmaceutical interventions for multiple sclerosis</article-title>. <source>Neurol Ther</source>. (<year>2020</year>) <volume>9</volume>:<fpage>359</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40120-020-00212-5</pub-id>, PMID: <pub-id pub-id-type="pmid">32989721</pub-id></citation></ref>
<ref id="ref12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>JH</given-names></name> <name><surname>Rempe</surname> <given-names>T</given-names></name> <name><surname>Whitmire</surname> <given-names>N</given-names></name> <name><surname>Dunn-Pirio</surname> <given-names>A</given-names></name> <name><surname>Graves</surname> <given-names>JS</given-names></name></person-group>. <article-title>Therapeutic advances in multiple sclerosis</article-title>. <source>Front Neurol</source>. (<year>2022</year>) <volume>13</volume>:<fpage>824926</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fneur.2022.824926</pub-id>, PMID: <pub-id pub-id-type="pmid">35720070</pub-id></citation></ref>
<ref id="ref13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amin</surname> <given-names>M</given-names></name> <name><surname>Hersh</surname> <given-names>CM</given-names></name></person-group>. <article-title>Updates and advances in multiple sclerosis neurotherapeutics</article-title>. <source>Neurodegener Dis Manag</source>. (<year>2023</year>) <volume>13</volume>:<fpage>47</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.2217/nmt-2021-0058</pub-id>, PMID: <pub-id pub-id-type="pmid">36314777</pub-id></citation></ref>
<ref id="ref14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bierhansl</surname> <given-names>L</given-names></name> <name><surname>Hartung</surname> <given-names>H-P</given-names></name> <name><surname>Aktas</surname> <given-names>O</given-names></name> <name><surname>Ruck</surname> <given-names>T</given-names></name> <name><surname>Roden</surname> <given-names>M</given-names></name> <name><surname>Meuth</surname> <given-names>SG</given-names></name></person-group>. <article-title>Thinking outside the box: non-canonical targets in multiple sclerosis</article-title>. <source>Nat Rev Drug Discov</source>. (<year>2022</year>) <volume>21</volume>:<fpage>578</fpage>&#x2013;<lpage>600</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41573-022-00477-5</pub-id>, PMID: <pub-id pub-id-type="pmid">35668103</pub-id></citation></ref>
<ref id="ref15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leist</surname> <given-names>TP</given-names></name> <name><surname>Weissert</surname> <given-names>R</given-names></name></person-group>. <article-title>Cladribine: mode of action and implications for treatment of multiple sclerosis</article-title>. <source>Clin Neuropharmacol</source>. (<year>2011</year>) <volume>34</volume>:<fpage>28</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1097/WNF.0b013e318204cd90</pub-id></citation></ref>
<ref id="ref16"><label>16.</label><citation citation-type="web"><person-group person-group-type="author"><collab id="coll2">European Medicines Agency</collab></person-group>. Mavenclad product information (<year>2022</year>). <comment>Available at:</comment> <ext-link xlink:href="https://www.ema.europa.eu/en/documents/product-information/mavenclad-epar-product-information_en.pdf" ext-link-type="uri">https://www.ema.europa.eu/en/documents/product-information/mavenclad-epar-product-information_en.pdf</ext-link> (Accessed March 6, 2024).</citation></ref>
<ref id="ref17"><label>17.</label><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 S&#x00F8;rensen</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>A placebo-controlled trial of oral cladribine for relapsing multiple sclerosis</article-title>. <source>N Engl J Med</source>. (<year>2010</year>) <volume>362</volume>:<fpage>416</fpage>&#x2013;<lpage>26</lpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa0902533</pub-id>, PMID: <pub-id pub-id-type="pmid">20089960</pub-id></citation></ref>
<ref id="ref18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leist</surname> <given-names>TP</given-names></name> <name><surname>Comi</surname> <given-names>G</given-names></name> <name><surname>Cree</surname> <given-names>BAC</given-names></name> <name><surname>Coyle</surname> <given-names>PK</given-names></name> <name><surname>Freedman</surname> <given-names>MS</given-names></name> <name><surname>Hartung</surname> <given-names>H-P</given-names></name> <etal/></person-group>. <article-title>Effect of oral cladribine on time to conversion to clinically definite multiple sclerosis in patients with a first demyelinating event (ORACLE MS): a phase 3 randomised trial</article-title>. <source>Lancet Neurol</source>. (<year>2014</year>) <volume>13</volume>:<fpage>257</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(14)70005-5</pub-id>, PMID: <pub-id pub-id-type="pmid">24502830</pub-id></citation></ref>
<ref id="ref19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bass</surname> <given-names>AD</given-names></name> <name><surname>Van Wijmeersch</surname> <given-names>B</given-names></name> <name><surname>Mayer</surname> <given-names>L</given-names></name> <name><surname>M&#x00E4;urer</surname> <given-names>M</given-names></name> <name><surname>Boster</surname> <given-names>A</given-names></name> <name><surname>Mandel</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Effect of multiple sclerosis on daily activities, emotional well-being, and relationships: the global vsMS survey</article-title>. <source>Int J MS Care</source>. (<year>2020</year>) <volume>22</volume>:<fpage>158</fpage>&#x2013;<lpage>64</lpage>. doi: <pub-id pub-id-type="doi">10.7224/1537-2073.2018-087</pub-id>, PMID: <pub-id pub-id-type="pmid">32863783</pub-id></citation></ref>
<ref id="ref20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ellenberger</surname> <given-names>D</given-names></name> <name><surname>Parciak</surname> <given-names>T</given-names></name> <name><surname>Brola</surname> <given-names>W</given-names></name> <name><surname>Hillert</surname> <given-names>J</given-names></name> <name><surname>Middleton</surname> <given-names>R</given-names></name> <name><surname>Stahmann</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Comparison of employment among people with multiple sclerosis across Europe</article-title>. <source>Mult Scler J Exp Transl Clin</source>. (<year>2022</year>) <volume>8</volume>:<fpage>20552173221090653</fpage>. doi: <pub-id pub-id-type="doi">10.1177/20552173221090653</pub-id>, PMID: <pub-id pub-id-type="pmid">35496757</pub-id></citation></ref>
<ref id="ref21"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nastasi</surname> <given-names>JA</given-names></name> <name><surname>Harris</surname> <given-names>L</given-names></name></person-group>. <article-title>Evidence for occupational therapy interventions supporting work and social participation for adults with multiple sclerosis: a systematic review</article-title>. <source>Am J Occup Ther</source>. (<year>2021</year>) <volume>75</volume>:<fpage>7504190020</fpage>. doi: <pub-id pub-id-type="doi">10.5014/ajot.2021.048058</pub-id>, PMID: <pub-id pub-id-type="pmid">34780613</pub-id></citation></ref>
<ref id="ref22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zwibel</surname> <given-names>HL</given-names></name> <name><surname>Smrtka</surname> <given-names>J</given-names></name></person-group>. <article-title>Improving quality of life in multiple sclerosis: an unmet need</article-title>. <source>Am J Manag Care</source>. (<year>2011</year>) <comment>17 Suppl 5 Improving: S139&#x2013;45</comment>) <volume>17 Suppl 5 Improving</volume>:<fpage>S139</fpage>&#x2013;<lpage>45</lpage>. PMID: <pub-id pub-id-type="pmid">21761952</pub-id></citation></ref>
<ref id="ref23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jongen</surname> <given-names>PJ</given-names></name></person-group>. <article-title>Health-related quality of life in patients with multiple sclerosis: impact of disease-modifying drugs</article-title>. <source>CNS Drugs</source>. (<year>2017</year>) <volume>31</volume>:<fpage>585</fpage>&#x2013;<lpage>602</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40263-017-0444-x</pub-id>, PMID: <pub-id pub-id-type="pmid">28608280</pub-id></citation></ref>
<ref id="ref24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Afolabi</surname> <given-names>D</given-names></name> <name><surname>Albor</surname> <given-names>C</given-names></name> <name><surname>Zalewski</surname> <given-names>L</given-names></name> <name><surname>Altmann</surname> <given-names>DR</given-names></name> <name><surname>Baker</surname> <given-names>D</given-names></name> <name><surname>Schmierer</surname> <given-names>K</given-names></name></person-group>. <article-title>Positive impact of cladribine on quality of life in people with relapsing multiple sclerosis</article-title>. <source>Mult Scler</source>. (<year>2018</year>) <volume>24</volume>:<fpage>1461</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1352458517726380</pub-id>, PMID: <pub-id pub-id-type="pmid">28817997</pub-id></citation></ref>
<ref id="ref25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brochet</surname> <given-names>B</given-names></name> <name><surname>Solari</surname> <given-names>A</given-names></name> <name><surname>Lechner-Scott</surname> <given-names>J</given-names></name> <name><surname>Piehl</surname> <given-names>F</given-names></name> <name><surname>Langdon</surname> <given-names>D</given-names></name> <name><surname>Hupperts</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Improvements in quality of life over 2 years with cladribine tablets in people with relapsing multiple sclerosis: the CLARIFY-MS study</article-title>. <source>Mult Scler</source>. (<year>2023</year>) <volume>29</volume>:<fpage>1808</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.1177/13524585231205962</pub-id>, PMID: <pub-id pub-id-type="pmid">37978852</pub-id></citation></ref>
<ref id="ref26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khajuria</surname> <given-names>A</given-names></name></person-group>. <article-title>Patient-reported outcome measures: the need for new and reliable tools</article-title>. <source>Lancet Neurol</source>. (<year>2020</year>) <volume>19</volume>:<fpage>206</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(20)30020-X</pub-id>, PMID: <pub-id pub-id-type="pmid">32085832</pub-id></citation></ref>
<ref id="ref27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hobart</surname> <given-names>J</given-names></name> <name><surname>Lamping</surname> <given-names>D</given-names></name> <name><surname>Fitzpatrick</surname> <given-names>R</given-names></name> <name><surname>Riazi</surname> <given-names>A</given-names></name> <name><surname>Thompson</surname> <given-names>A</given-names></name></person-group>. <article-title>The multiple sclerosis impact scale (MSIS-29): a new patient-based outcome measure</article-title>. <source>Brain</source>. (<year>2001</year>) <volume>124</volume>:<fpage>962</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.1093/brain/124.5.962</pub-id>, PMID: <pub-id pub-id-type="pmid">11335698</pub-id></citation></ref>
<ref id="ref28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cella</surname> <given-names>D</given-names></name> <name><surname>Riley</surname> <given-names>W</given-names></name> <name><surname>Stone</surname> <given-names>A</given-names></name> <name><surname>Rothrock</surname> <given-names>N</given-names></name> <name><surname>Reeve</surname> <given-names>B</given-names></name> <name><surname>Yount</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>The patient-reported outcomes measurement information system (PROMIS) developed and tested its first wave of adult self-reported health outcome item banks: 2005&#x2013;2008</article-title>. <source>J Clin Epidemiol</source>. (<year>2010</year>) <volume>63</volume>:<fpage>1179</fpage>&#x2013;<lpage>94</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jclinepi.2010.04.011</pub-id>, PMID: <pub-id pub-id-type="pmid">20685078</pub-id></citation></ref>
<ref id="ref29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kurtzke</surname> <given-names>JF</given-names></name></person-group>. <article-title>Rating neurologic impairment in multiple sclerosis: an expanded disability status scale (EDSS)</article-title>. <source>Neurology</source>. (<year>1983</year>) <volume>33</volume>:<fpage>1444</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1212/wnl.33.11.1444</pub-id></citation></ref>
<ref id="ref30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><collab id="coll3">The Lancet Neurology</collab></person-group>. <article-title>Patient-reported outcomes in the spotlight</article-title>. <source>Lancet Neurol</source>. (<year>2019</year>) <volume>18</volume>:<fpage>981</fpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(19)30357-6</pub-id></citation></ref>
<ref id="ref31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brichetto</surname> <given-names>G</given-names></name> <name><surname>Pedull&#x00E0;</surname> <given-names>L</given-names></name> <name><surname>Podda</surname> <given-names>J</given-names></name> <name><surname>Tacchino</surname> <given-names>A</given-names></name></person-group>. <article-title>Beyond center-based testing: understanding and improving functioning with wearable technology in MS</article-title>. <source>Mult Scler</source>. (<year>2019</year>) <volume>25</volume>:<fpage>1402</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1352458519857075</pub-id>, PMID: <pub-id pub-id-type="pmid">31502913</pub-id></citation></ref>
<ref id="ref32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Block</surname> <given-names>VJ</given-names></name> <name><surname>Bove</surname> <given-names>R</given-names></name> <name><surname>Nourbakhsh</surname> <given-names>B</given-names></name></person-group>. <article-title>The role of remote monitoring in evaluating fatigue in multiple sclerosis: a review</article-title>. <source>Front Neurol</source>. (<year>2022</year>) <volume>13</volume>:<fpage>878313</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fneur.2022.878313</pub-id>, PMID: <pub-id pub-id-type="pmid">35832181</pub-id></citation></ref>
<ref id="ref33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guo</surname> <given-names>CC</given-names></name> <name><surname>Chiesa</surname> <given-names>PA</given-names></name> <name><surname>de Moor</surname> <given-names>C</given-names></name> <name><surname>Fazeli</surname> <given-names>MS</given-names></name> <name><surname>Schofield</surname> <given-names>T</given-names></name> <name><surname>Hofer</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Digital devices for assessing motor functions in mobility-impaired and healthy populations: systematic literature review</article-title>. <source>J Med Internet Res</source>. (<year>2022</year>) <volume>24</volume>:<fpage>e37683</fpage>. doi: <pub-id pub-id-type="doi">10.2196/37683</pub-id>, PMID: <pub-id pub-id-type="pmid">36409538</pub-id></citation></ref>
<ref id="ref34"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kister</surname> <given-names>I</given-names></name> <name><surname>Chamot</surname> <given-names>E</given-names></name> <name><surname>Salter</surname> <given-names>AR</given-names></name> <name><surname>Cutter</surname> <given-names>GR</given-names></name> <name><surname>Bacon</surname> <given-names>TE</given-names></name> <name><surname>Herbert</surname> <given-names>J</given-names></name></person-group>. <article-title>Disability in multiple sclerosis: a reference for patients and clinicians</article-title>. <source>Neurology</source>. (<year>2013</year>) <volume>80</volume>:<fpage>1018</fpage>&#x2013;<lpage>24</lpage>. doi: <pub-id pub-id-type="doi">10.1212/WNL.0b013e3182872855</pub-id>, PMID: <pub-id pub-id-type="pmid">23427319</pub-id></citation></ref>
<ref id="ref35"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kern</surname> <given-names>KC</given-names></name> <name><surname>Sarcona</surname> <given-names>J</given-names></name> <name><surname>Montag</surname> <given-names>M</given-names></name> <name><surname>Giesser</surname> <given-names>BS</given-names></name> <name><surname>Sicotte</surname> <given-names>NL</given-names></name></person-group>. <article-title>Corpus callosal diffusivity predicts motor impairment in relapsing-remitting multiple sclerosis: a TBSS and tractography study</article-title>. <source>NeuroImage</source>. (<year>2011</year>) <volume>55</volume>:<fpage>1169</fpage>&#x2013;<lpage>77</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuroimage.2010.10.077</pub-id>, PMID: <pub-id pub-id-type="pmid">21056674</pub-id></citation></ref>
<ref id="ref36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalb</surname> <given-names>R</given-names></name> <name><surname>Brown</surname> <given-names>TR</given-names></name> <name><surname>Coote</surname> <given-names>S</given-names></name> <name><surname>Costello</surname> <given-names>K</given-names></name> <name><surname>Dalgas</surname> <given-names>U</given-names></name> <name><surname>Garmon</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Exercise and lifestyle physical activity recommendations for people with multiple sclerosis throughout the disease course</article-title>. <source>Mult Scler</source>. (<year>2020</year>) <volume>26</volume>:<fpage>1459</fpage>&#x2013;<lpage>69</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1352458520915629</pub-id>, PMID: <pub-id pub-id-type="pmid">32323606</pub-id></citation></ref>
<ref id="ref37"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeng</surname> <given-names>B</given-names></name> <name><surname>DuBose</surname> <given-names>NG</given-names></name> <name><surname>Martin</surname> <given-names>TB</given-names></name> <name><surname>&#x0160;ili&#x0107;</surname> <given-names>P</given-names></name> <name><surname>Flores</surname> <given-names>VA</given-names></name> <name><surname>Zheng</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>An updated systematic review and quantitative synthesis of physical activity levels in multiple sclerosis</article-title>. <source>Am J Phys Med Rehabil</source>. (<year>2023</year>) <volume>103</volume>:<fpage>284</fpage>&#x2013;<lpage>92</lpage>. doi: <pub-id pub-id-type="doi">10.1097/PHM.0000000000002312</pub-id>, PMID: <pub-id pub-id-type="pmid">37408136</pub-id></citation></ref>
<ref id="ref38"><label>38.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Angelucci</surname> <given-names>A</given-names></name> <name><surname>Greco</surname> <given-names>M</given-names></name> <name><surname>Canali</surname> <given-names>S</given-names></name> <name><surname>Marelli</surname> <given-names>G</given-names></name> <name><surname>Avidano</surname> <given-names>G</given-names></name> <name><surname>Goretti</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Fitbit data to assess functional capacity in patients before elective surgery: pilot prospective observational study</article-title>. <source>J Med Internet Res</source>. (<year>2023</year>) <volume>25</volume>:<fpage>e42815</fpage>. doi: <pub-id pub-id-type="doi">10.2196/42815</pub-id>, PMID: <pub-id pub-id-type="pmid">37052980</pub-id></citation></ref>
<ref id="ref39"><label>39.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feehan</surname> <given-names>LM</given-names></name> <name><surname>Geldman</surname> <given-names>J</given-names></name> <name><surname>Sayre</surname> <given-names>EC</given-names></name> <name><surname>Park</surname> <given-names>C</given-names></name> <name><surname>Ezzat</surname> <given-names>AM</given-names></name> <name><surname>Yoo</surname> <given-names>JY</given-names></name> <etal/></person-group>. <article-title>Accuracy of Fitbit devices: systematic review and narrative syntheses of quantitative data</article-title>. <source>JMIR Mhealth Uhealth</source>. (<year>2018</year>) <volume>6</volume>:<fpage>e10527</fpage>. doi: <pub-id pub-id-type="doi">10.2196/10527</pub-id>, PMID: <pub-id pub-id-type="pmid">30093371</pub-id></citation></ref>
<ref id="ref40"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cree</surname> <given-names>BAC</given-names></name> <name><surname>Cutter</surname> <given-names>G</given-names></name> <name><surname>Wolinsky</surname> <given-names>JS</given-names></name> <name><surname>Freedman</surname> <given-names>MS</given-names></name> <name><surname>Comi</surname> <given-names>G</given-names></name> <name><surname>Giovannoni</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Safety and efficacy of MD1003 (high-dose biotin) in patients with progressive multiple sclerosis (SPI2): a randomised, double-blind, placebo-controlled, phase 3 trial</article-title>. <source>Lancet Neurol</source>. (<year>2020</year>) <volume>19</volume>:<fpage>988</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(20)30347-1</pub-id>, PMID: <pub-id pub-id-type="pmid">33222767</pub-id></citation></ref>
<ref id="ref41"><label>41.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Polhemus</surname> <given-names>A</given-names></name> <name><surname>Sieber</surname> <given-names>C</given-names></name> <name><surname>Haag</surname> <given-names>C</given-names></name> <name><surname>Sylvester</surname> <given-names>R</given-names></name> <name><surname>Kool</surname> <given-names>J</given-names></name> <name><surname>Gonzenbach</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Non-equivalent, but still valid: establishing the construct validity of a consumer fitness tracker in persons with multiple sclerosis</article-title>. <source>PLOS Digit Health</source>. (<year>2023</year>) <volume>2</volume>:<fpage>e0000171</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pdig.0000171</pub-id>, PMID: <pub-id pub-id-type="pmid">36812638</pub-id></citation></ref>
<ref id="ref42"><label>42.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zigmond</surname> <given-names>AS</given-names></name> <name><surname>Snaith</surname> <given-names>RP</given-names></name></person-group>. <article-title>The hospital anxiety and depression scale</article-title>. <source>Acta Psychiatr Scand</source>. (<year>1983</year>) <volume>67</volume>:<fpage>361</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1600-0447.1983.tb09716.x</pub-id></citation></ref>
<ref id="ref43"><label>43.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herdman</surname> <given-names>M</given-names></name> <name><surname>Gudex</surname> <given-names>C</given-names></name> <name><surname>Lloyd</surname> <given-names>A</given-names></name> <name><surname>Janssen</surname> <given-names>M</given-names></name> <name><surname>Kind</surname> <given-names>P</given-names></name> <name><surname>Parkin</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L)</article-title>. <source>Qual Life Res</source>. (<year>2011</year>) <volume>20</volume>:<fpage>1727</fpage>&#x2013;<lpage>36</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11136-011-9903-x</pub-id>, PMID: <pub-id pub-id-type="pmid">21479777</pub-id></citation></ref>
<ref id="ref44"><label>44.</label><citation citation-type="journal"><person-group person-group-type="author"><collab id="coll4">EuroQol Group</collab></person-group>. <article-title>EuroQol&#x2013;a new facility for the measurement of health-related quality of life</article-title>. <source>Health Policy</source>. (<year>1990</year>) <volume>16</volume>:<fpage>199</fpage>&#x2013;<lpage>208</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0168-8510(90)90421-9</pub-id></citation></ref>
<ref id="ref45"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Glanz</surname> <given-names>BI</given-names></name> <name><surname>D&#x00E9;gano</surname> <given-names>IR</given-names></name> <name><surname>Rintell</surname> <given-names>DJ</given-names></name> <name><surname>Chitnis</surname> <given-names>T</given-names></name> <name><surname>Weiner</surname> <given-names>HL</given-names></name> <name><surname>Healy</surname> <given-names>BC</given-names></name></person-group>. <article-title>Work productivity in relapsing multiple sclerosis: associations with disability, depression, fatigue, anxiety, cognition, and health-related quality of life</article-title>. <source>Value Health</source>. (<year>2012</year>) <volume>15</volume>:<fpage>1029</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jval.2012.07.010</pub-id>, PMID: <pub-id pub-id-type="pmid">23244804</pub-id></citation></ref>
<ref id="ref46"><label>46.</label><citation citation-type="web"><person-group person-group-type="author"><collab id="coll5">MSIS-29 - Italy/Italian - Version of 22 Feb 13 - MAPI Institute</collab></person-group>. <comment>Available at:</comment> <ext-link xlink:href="https://eprovide.mapi-trust.org/instruments/multiple-sclerosis-impact-scale" ext-link-type="uri">https://eprovide.mapi-trust.org/instruments/multiple-sclerosis-impact-scale</ext-link> (language: Italian).</citation></ref>
<ref id="ref47"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Costantini</surname> <given-names>M</given-names></name> <name><surname>Musso</surname> <given-names>M</given-names></name> <name><surname>Viterbori</surname> <given-names>P</given-names></name> <name><surname>Bonci</surname> <given-names>F</given-names></name> <name><surname>Del Mastro</surname> <given-names>L</given-names></name> <name><surname>Garrone</surname> <given-names>O</given-names></name> <etal/></person-group>. <article-title>Detecting psychological distress in cancer patients: validity of the Italian version of the hospital anxiety and depression scale</article-title>. <source>Support Care Cancer</source>. (<year>1999</year>) <volume>7</volume>:<fpage>121</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s005200050241</pub-id>, PMID: <pub-id pub-id-type="pmid">10335929</pub-id></citation></ref>
<ref id="ref48"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meregaglia</surname> <given-names>M</given-names></name> <name><surname>Malandrini</surname> <given-names>F</given-names></name> <name><surname>Finch</surname> <given-names>AP</given-names></name> <name><surname>Ciani</surname> <given-names>O</given-names></name> <name><surname>Jommi</surname> <given-names>C</given-names></name></person-group>. <article-title>EQ-5D-5L population norms for Italy</article-title>. <source>Appl Health Econ Health Policy</source>. (<year>2023</year>) <volume>21</volume>:<fpage>289</fpage>&#x2013;<lpage>303</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40258-022-00772-7</pub-id>, PMID: <pub-id pub-id-type="pmid">36434410</pub-id></citation></ref>
<ref id="ref49"><label>49.</label><citation citation-type="web"><person-group person-group-type="author"><name><surname>Reilly</surname> <given-names>MC</given-names></name> <name><surname>Zbrozek</surname> <given-names>AS</given-names></name> <name><surname>Dukes</surname> <given-names>EM</given-names></name></person-group>. <article-title>The validity and reproducibility of a work productivity and activity impairment instrument</article-title>. <source>PharmacoEconomics</source> (<year>1993</year>) <volume>4</volume>:<fpage>353</fpage>&#x2013;<lpage>65</lpage>. Available at: <ext-link xlink:href="http://www.reillyassociates.net/WPAI-MS_V2_2-Italian-Italy.docx" ext-link-type="uri">http://www.reillyassociates.net/WPAI-MS_V2_2-Italian-Italy.docx</ext-link></citation></ref>
<ref id="ref50"><label>50.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liuzza</surname> <given-names>MT</given-names></name> <name><surname>Spagnuolo</surname> <given-names>R</given-names></name> <name><surname>Antonucci</surname></name> <name><surname>Grembiale</surname> <given-names>RD</given-names></name> <name><surname>Cosco</surname> <given-names>C</given-names></name> <name><surname>Iaquinta</surname> <given-names>FS</given-names></name> <etal/></person-group>. <article-title>Psychometric evaluation of an Italian custom 4-item short form of the PROMIS anxiety item bank in immune-mediated inflammatory diseases: an item response theory analysis</article-title>. <source>PeerJ</source>. (<year>2021</year>) <volume>9</volume>:<fpage>e12100</fpage>. doi: <pub-id pub-id-type="doi">10.7717/peerj.12100</pub-id>, PMID: <pub-id pub-id-type="pmid">34760342</pub-id></citation></ref>
<ref id="ref51"><label>51.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benedict</surname> <given-names>RH</given-names></name> <name><surname>DeLuca</surname> <given-names>J</given-names></name> <name><surname>Phillips</surname> <given-names>G</given-names></name> <name><surname>LaRocca</surname> <given-names>N</given-names></name> <name><surname>Hudson</surname> <given-names>LD</given-names></name> <name><surname>Rudick</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Validity of the symbol digit modalities test as a cognition performance outcome measure for multiple sclerosis</article-title>. <source>Mult Scler</source>. (<year>2017</year>) <volume>23</volume>:<fpage>721</fpage>&#x2013;<lpage>33</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1352458517690821</pub-id>, PMID: <pub-id pub-id-type="pmid">28206827</pub-id></citation></ref>
<ref id="ref52"><label>52.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nocentini</surname> <given-names>U</given-names></name> <name><surname>Giordano</surname> <given-names>A</given-names></name> <name><surname>Di Vincenzo</surname> <given-names>S</given-names></name> <name><surname>Panella</surname> <given-names>M</given-names></name> <name><surname>Pasqualetti</surname> <given-names>P</given-names></name></person-group>. <article-title>The symbol digit modalities test-Oral version: Italian normative data</article-title>. <source>Funct Neurol</source>. (<year>2006</year>) <volume>21</volume>:<fpage>93</fpage>&#x2013;<lpage>6</lpage>.</citation></ref>
<ref id="ref53"><label>53.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoogervorst</surname> <given-names>EL</given-names></name> <name><surname>Zwemmer</surname> <given-names>JN</given-names></name> <name><surname>Jelles</surname> <given-names>B</given-names></name> <name><surname>Polman</surname> <given-names>CH</given-names></name> <name><surname>Uitdehaag</surname> <given-names>BM</given-names></name></person-group>. <article-title>Multiple sclerosis impact scale (MSIS-29): relation to established measures of impairment and disability</article-title>. <source>Mult Scler</source>. (<year>2004</year>) <volume>10</volume>:<fpage>569</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.1191/1352458504ms1078oa</pub-id>, PMID: <pub-id pub-id-type="pmid">15471375</pub-id></citation></ref>
<ref id="ref54"><label>54.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cella</surname> <given-names>D</given-names></name> <name><surname>Choi</surname> <given-names>SW</given-names></name> <name><surname>Condon</surname> <given-names>DM</given-names></name> <name><surname>Schalet</surname> <given-names>B</given-names></name> <name><surname>Hays</surname> <given-names>RD</given-names></name> <name><surname>Rothrock</surname> <given-names>NE</given-names></name> <etal/></person-group>. <article-title>PROMIS&#x00AE; adult health profiles: efficient short-form measures of seven health domains</article-title>. <source>Value Health</source>. (<year>2019</year>) <volume>22</volume>:<fpage>537</fpage>&#x2013;<lpage>44</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jval.2019.02.004</pub-id>, PMID: <pub-id pub-id-type="pmid">31104731</pub-id></citation></ref>
<ref id="ref55"><label>55.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reilly</surname> <given-names>MC</given-names></name> <name><surname>Zbrozek</surname> <given-names>AS</given-names></name> <name><surname>Dukes</surname> <given-names>EM</given-names></name></person-group>. <article-title>The validity and reproducibility of a work productivity and activity impairment instrument</article-title>. <source>PharmacoEconomics</source>. (<year>1993</year>) <volume>4</volume>:<fpage>353</fpage>&#x2013;<lpage>65</lpage>. doi: <pub-id pub-id-type="doi">10.2165/00019053-199304050-00006</pub-id>, PMID: <pub-id pub-id-type="pmid">10146874</pub-id></citation></ref>
<ref id="ref56"><label>56.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wattjes</surname> <given-names>MP</given-names></name> <name><surname>Rovira</surname> <given-names>&#x00C0;</given-names></name> <name><surname>Miller</surname> <given-names>D</given-names></name> <name><surname>Yousry</surname> <given-names>TA</given-names></name> <name><surname>Sormani</surname> <given-names>MP</given-names></name> <name><surname>de Stefano</surname> <given-names>MP</given-names></name> <etal/></person-group>. <article-title>Evidence-based guidelines: MAGNIMS consensus guidelines on the use of MRI in multiple sclerosis&#x2013;establishing disease prognosis and monitoring patients</article-title>. <source>Nat Rev Neurol</source>. (<year>2015</year>) <volume>11</volume>:<fpage>597</fpage>&#x2013;<lpage>606</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrneurol.2015.157</pub-id>, PMID: <pub-id pub-id-type="pmid">26369511</pub-id></citation></ref>
</ref-list>
</back>
</article>
