<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2023.1159314</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Probiotic supplement as a promising strategy in early tau pathology prevention: Focusing on GSK-3&#x03B2;?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Flynn</surname> <given-names>Cassandra M.</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2242458/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Yuan</surname> <given-names>Qi</given-names></name>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/157485/overview"/>
</contrib>
</contrib-group>
<aff><institution>Faculty of Medicine, Biomedical Sciences, Memorial University of Newfoundland</institution>, <addr-line>St. John&#x2019;s, NL</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Xiaojie Liu, Medical College of Wisconsin, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Peng Chen, Lanzhou University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Cassandra M. Flynn, <email>cmf050@mun.ca</email></corresp>
<corresp id="c002">Qi Yuan, <email>qi.yuan@med.mun.ca</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Gut-Brain Axis, a section of the journal Frontiers in Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1159314</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>02</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Flynn and Yuan.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Flynn and Yuan</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>Neurofibrillary tangles (NFT) is one of the hallmarks of Alzheimer&#x2019;s disease (AD). Recent research suggests that pretangle tau, the soluble precursor of NFT, is an initiator for AD pathogenesis, thus targeting pretangle tau pathology may be a promising early intervention focus. The bidirectional communications between the gut and the brain play a crucial role in health. The compromised gut-brain axis is involved in various neurodegenerative diseases including AD. However, most research on the relationship between gut microbiome and AD have focused on amyloid-&#x03B2;. In this mini review, we propose to target preclinical pretangle tau stages with gut microbiota interventions such as probiotic supplementation. We discuss the importance of targeting pretangle tau that starts decades before the onset of clinical symptoms, and potential intervention focusing on probiotic regulation of tau hyperphosphorylation. A particular focus is on GSK-3&#x03B2;, a protein kinase that is at the interface between tau phosphorylation, AD and diabetes mellitus.</p>
</abstract>
<kwd-group>
<kwd>pretangle tau</kwd>
<kwd>neurofibrillary tangles</kwd>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>probiotic</kwd>
<kwd>gut-brain axis</kwd>
<kwd>diabetes mellitus</kwd>
<kwd>GSK-3&#x03B2;</kwd>
</kwd-group>
<contract-sponsor id="cn001">Canadian Institutes of Health Research<named-content content-type="fundref-id">10.13039/501100000024</named-content></contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="104"/>
<page-count count="7"/>
<word-count count="6419"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1. Introduction</title>
<p>More than 55 million people worldwide are living with dementia, the number will nearly triple by 2050 (World Health Organization). Alzheimer&#x2019;s disease (AD), the most common type of dementia, is characterized by two hallmarks: amyloid &#x03B2; (A&#x03B2;) plaques and neurofibrillary tangles (NFT) (<xref ref-type="bibr" rid="B80">Scheltens et al., 2016</xref>). To date, therapeutic approaches focusing on clearing A&#x03B2; has largely failed (<xref ref-type="bibr" rid="B35">Holmes et al., 2008</xref>; <xref ref-type="bibr" rid="B90">Tayeb et al., 2013</xref>; <xref ref-type="bibr" rid="B60">Mullane and Williams, 2020</xref>). Therapeutics that are successful in removing A&#x03B2; plaques have failed in improving cognitive function (<xref ref-type="bibr" rid="B35">Holmes et al., 2008</xref>; <xref ref-type="bibr" rid="B90">Tayeb et al., 2013</xref>). Antibody therapies focusing on soluble oligomers of A&#x03B2;, such as Aducanumab and Lecanemab, appear to have shown more promising effects in clinical trials (<xref ref-type="bibr" rid="B24">Ferrero et al., 2016</xref>; <xref ref-type="bibr" rid="B66">Panza et al., 2019</xref>; <xref ref-type="bibr" rid="B81">Shi et al., 2022</xref>). However, A&#x03B2; are often prevalent in aged brains without AD (<xref ref-type="bibr" rid="B20">Delaere et al., 1993</xref>). Targeting tau pathology seems to be a more promising approach, as tau pathology is highly correlated with cognitive dysfunction in AD patients (<xref ref-type="bibr" rid="B84">Spires-Jones and Hyman, 2014</xref>; <xref ref-type="bibr" rid="B60">Mullane and Williams, 2020</xref>). In this mini review, we discuss the importance of targeting pretangle soluble tau that starts decades before the onset of clinical symptoms, the link between tau hyperphosphorylation and aberrant GSK-3&#x03B2; activation, and potential prevention focusing on probiotic regulation of tau hyperphosphorylation <italic>via</italic> GSK-3&#x03B2;.</p>
</sec>
<sec id="S2">
<title>2. Why targeting pretangle tau</title>
<p>Seminal studies by <xref ref-type="bibr" rid="B7">Braak and Braak (1991)</xref> and <xref ref-type="bibr" rid="B10">Braak et al. (2011)</xref> have described the stereotypical patterns of tau pathology and progression in AD. These patterns were developed into a neurofibrillary tangle (NFT) staging (I-VI) system, and more recently, a pretangle tau staging system (a, b, c, Ia, and Ib) (<xref ref-type="bibr" rid="B10">Braak et al., 2011</xref>). Abnormally phosphorylated pretangle tau originates in the brain stem locus coeruleus (LC), spreads to other neuromodulatory nuclei before affecting the transentorhinal cortex. NFT is first formed in the entorhinal cortex (NFT stage I) and spreads to the limbic system including the hippocampus (stage II), affecting associative sensory cortices (stages III/IV), and eventually primary and secondary sensory cortices (stages V/VI) (<xref ref-type="bibr" rid="B10">Braak et al., 2011</xref>; <xref ref-type="bibr" rid="B9">Braak and Del Tredici, 2015</xref>). Abnormally phosphorylated pretangle tau appears to be the earliest sign of AD, preceding NFT (<xref ref-type="bibr" rid="B10">Braak et al., 2011</xref>). Thus preventing tau hyperphosphorylation could be ground zero for AD therapeutic strategies.</p>
<p>Neurofibrillary tangles has been considered a culprit of AD pathology. Cross-sectional studies of AD brains demonstrated a correlation of tangle accumulation with neuronal loss and dementia (<xref ref-type="bibr" rid="B8">Braak and Braak, 1997</xref>; <xref ref-type="bibr" rid="B14">Congdon and Duff, 2008</xref>). However, recent research suggests that soluble pretangle tau, including oligomers, are more toxic (<xref ref-type="bibr" rid="B13">Brunden et al., 2008</xref>; <xref ref-type="bibr" rid="B14">Congdon and Duff, 2008</xref>; <xref ref-type="bibr" rid="B84">Spires-Jones and Hyman, 2014</xref>). Key evidence supports this notion. Using computation modeling, <xref ref-type="bibr" rid="B57">Morsch et al. (1999)</xref> reported that in the CA1, tangle-bearing neurons survived for decades, thus NFT may not be the cause of cell death. In both higher order association cortex (<xref ref-type="bibr" rid="B28">Gomez-Isla et al., 1997</xref>) and hippocampus (<xref ref-type="bibr" rid="B42">Kril et al., 2002</xref>), the amount of NFT is correlated with disease duration but does not explain the degree of neuronal loss. <xref ref-type="bibr" rid="B42">Kril et al. (2002)</xref> examined the appearance of extracellular ghost tangles as an index of neuronal death <italic>post</italic>-NFT formation. Although marked neuronal loss (&#x223C;60%) was identified in AD brains, NFTs only accounted for 2&#x2013;17% of total cell loss. A large proportion of neuronal death may occur prior to the formation of NFT.</p>
<p>Findings from animal tau models support the idea that NFT does not cause cognitive decline or neuronal death, and in some cases, may even be neuroprotective (<xref ref-type="bibr" rid="B13">Brunden et al., 2008</xref>; <xref ref-type="bibr" rid="B22">d&#x2019;Orange et al., 2018</xref>). Synaptic loss and dysfunction preceded tangles in a P301s tau model (<xref ref-type="bibr" rid="B102">Yoshiyama et al., 2007</xref>). Using a mouse line expressing a repressible human tau, <xref ref-type="bibr" rid="B78">Santacruz et al. (2005)</xref> reported that suppression of transgenic tau following NFT formation successfully reversed neuronal loss and memory deficiency, while NFT continued to accumulate. In another study, the induction of a human wild-type tau (hTauWT) in rat brain resulted in tau hyperphosphorylation and neurotoxicity without aggregation. Surprisingly, co-expression of the hTauWT with a pro-aggregation tau peptide led to the formation of NFT but preserved neuronal survival (<xref ref-type="bibr" rid="B22">d&#x2019;Orange et al., 2018</xref>). The reduction of soluble tau and A&#x03B2; was sufficient to ameliorate cognitive and behavioral deficits found in 3&#x00D7;Tg-AD mice, despite of the presence of NFTs and amyloid plagues (<xref ref-type="bibr" rid="B64">Oddo et al., 2006</xref>).</p>
<p>Recently, our laboratory has developed a pretangle tau model in rats that recapitulates some of the key features of Braak&#x2019;s pretangle stages and preclinical pathology (<xref ref-type="bibr" rid="B26">Ghosh et al., 2019</xref>; <xref ref-type="bibr" rid="B65">Omoluabi et al., 2022</xref>). We seeded human tau pseudophosphorylated at 14 sites mostly in proline-rich regions (hTauE14) in the rat LC. The LC neurons expressing hTauE14 exhibited somatodendritic expression of the human tau, and hTauE14 spread to other neuromodulatory nuclei in the brain stem and the entorhinal cortex (<xref ref-type="bibr" rid="B26">Ghosh et al., 2019</xref>; <xref ref-type="bibr" rid="B65">Omoluabi et al., 2022</xref>). In the absence of NFT, hTauE14 rats showed impairment in olfactory associative discrimination, similar to olfactory dysfunction in pre-clinical AD (<xref ref-type="bibr" rid="B16">Conti et al., 2013</xref>; <xref ref-type="bibr" rid="B21">Devanand et al., 2015</xref>). LC fiber degeneration and neuronal loss were also observed and correlated with the severity of behavior deficiency, paralleling human observations (<xref ref-type="bibr" rid="B31">Gulyas et al., 2010</xref>; <xref ref-type="bibr" rid="B91">Theofilas et al., 2017</xref>). However, hTauWT seeding without pseudophosphorylation in the rat LC in another study showed negligible effects of neuronal toxicity (<xref ref-type="bibr" rid="B38">Kelberman et al., 2022</xref>). Together, the degree of abnormal tau phosphorylation appears to be a decisive factor in tau pathology.</p>
</sec>
<sec id="S3">
<title>3. Probiotic therapy reducing tau hyperphosphorylation <italic>via</italic> the GSK-3&#x03B2; pathway</title>
<p>As pretangle tau appears to be a crucial initiator in AD pathogenesis, strategies focusing on reducing tau hyperphosphorylation could be critical. A key feature in tau hyperphosphorylation is glycogen synthase kinase-3 (GSK-3), a proline-rich serine/threonine kinase (<xref ref-type="bibr" rid="B79">Sayas and Avila, 2021</xref>). GSK-3 is physiologically present in two isoforms GSK-3&#x03B1; and GSK-3&#x03B2;. The field has largely focused on the role of GSK-3&#x03B2; in tau pathology. Excessively activated GSK-3&#x03B2; contributes to the abnormal phosphorylation of tau, leading to the destabilization of microtubules, as seen in AD pathogenesis (<xref ref-type="bibr" rid="B56">Morris et al., 2011</xref>; <xref ref-type="bibr" rid="B79">Sayas and Avila, 2021</xref>). In addition to this, GSK-3 is a downstream regulator of other tau kinases and phosphatases, such as cyclin-dependent kinase 5 and protein phosphatase 1 and 2A (<xref ref-type="bibr" rid="B4">Bennecib et al., 2000</xref>; <xref ref-type="bibr" rid="B71">Plattner et al., 2006</xref>).</p>
<p>GSK-3&#x03B2; expression is up-regulated in the hippocampus of AD patients (<xref ref-type="bibr" rid="B68">Pei et al., 1999</xref>; <xref ref-type="bibr" rid="B6">Blalock et al., 2004</xref>). The active GSK-3&#x03B2; is initially found in pretangle neurons in the entorhinal cortex and extends to other brain regions in the same spatial sequence as tau pathology (<xref ref-type="bibr" rid="B68">Pei et al., 1999</xref>). Overexpression of GSK-3&#x03B2; in mice results in tau hyperphosphorylation, prevents induction of LTP (<xref ref-type="bibr" rid="B37">Hooper et al., 2007</xref>) and impairs spatial learning (<xref ref-type="bibr" rid="B34">Hernandez et al., 2002</xref>). Normalizing GSK-3&#x03B2; restores normal phosphorylated tau levels, reduces neuronal loss and cognitive deficit (<xref ref-type="bibr" rid="B34">Hernandez et al., 2002</xref>). Interestingly, GSK-3&#x03B2; overexpression is associated with tau hyperphosphorylation but not tangles in the hippocampus (<xref ref-type="bibr" rid="B34">Hernandez et al., 2002</xref>). Lithium, an inhibitor of GSK-3&#x03B2;, effectively reduces tau hyperphosphorylation (<xref ref-type="bibr" rid="B61">Munoz-Montano et al., 1997</xref>).</p>
<p>The bidirectional connections between the gut microbiota and the brain, termed the Microbiota-Gut-Brain axis, is a growing topic of interest in the pathogenesis of neurodegenerative diseases such as AD. Gut dysbiosis resulting from alterations in the composition and decreased biodiversity of the microbiome are observed in AD patients (<xref ref-type="bibr" rid="B94">Vogt et al., 2017</xref>; <xref ref-type="bibr" rid="B82">Sochocka et al., 2019</xref>) and AD rodent models (<xref ref-type="bibr" rid="B63">Nimgampalle and Kuna, 2017</xref>; <xref ref-type="bibr" rid="B47">Lee et al., 2019</xref>; <xref ref-type="bibr" rid="B49">Li et al., 2020</xref>). Changes in gut microbiota makeup as seen in AD can lead to increased intestinal barrier permeability and systemic inflammation (<xref ref-type="bibr" rid="B85">Stadlbauer et al., 2020</xref>). Combined with increased blood-brain barrier permeability in AD, this results in a pathway from the gut to the brain for neuroinflammatory cytokines, lipopolysaccharides (LPS), and toxic amyloid proteins to pass through (<xref ref-type="bibr" rid="B52">Lin et al., 2018</xref>; <xref ref-type="bibr" rid="B69">Pellegrini et al., 2018</xref>; <xref ref-type="bibr" rid="B41">Kowalski and Mulak, 2019</xref>). LPS, a cell wall component from gram-negative bacteria, is found in higher levels in AD patients, resulting in elevated pro-inflammatory mediators and further compromised blood-brain barrier, exacerbating neuroinflammation (<xref ref-type="bibr" rid="B39">Kim et al., 2021</xref>).</p>
<p>Dietary treatments, such as probiotics, present a therapeutic potential to gut dysbiosis and can provide a shift toward a healthier gut microbiome makeup (<xref ref-type="bibr" rid="B27">Gibson and Roberfroid, 1995</xref>; <xref ref-type="bibr" rid="B44">Krumbeck et al., 2016</xref>). Probiotics are defined as live microorganisms which confer a health benefit on the host by the World Health Organization. They have been shown to improve homeostasis of the internal microbiota, and maintain human intestinal health (<xref ref-type="bibr" rid="B75">Sanders, 2011</xref>; <xref ref-type="bibr" rid="B77">Sanders et al., 2011</xref>, <xref ref-type="bibr" rid="B76">2018</xref>). When the number of beneficial bacteria rise, they compete for receptor sites with harmful bacteria and create a balance between harmful and beneficial bacterial species, thus providing a shift toward gut eubiosis (<xref ref-type="bibr" rid="B75">Sanders, 2011</xref>).</p>
<p>Probiotic therapy, which has been developed to reverse gut dysbiosis associated with AD (<xref ref-type="bibr" rid="B94">Vogt et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Lin et al., 2018</xref>), has the potential of correcting tau hyperphosphorylation through GSK-3&#x03B2; suppression (<xref ref-type="bibr" rid="B36">Hooper et al., 2008</xref>; <xref ref-type="bibr" rid="B51">Lin R. et al., 2020</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>). <italic>L. plantarum</italic> DP189 (<xref ref-type="bibr" rid="B83">Song et al., 2022</xref>) and <italic>B. Breve</italic> (<xref ref-type="bibr" rid="B1">Abdelhamid et al., 2022</xref>) strains of probiotics inhibits tau hyperphosphorylation in mouse models of AD. At mechanistic level, probiotic supplementation could exert its effect on GSK-3&#x03B2; and tau phosphorylation through PI3K/Akt signaling. Short-chain fatty acids (SCFAs) such as butyrate, produced by gut bacteria and subsequently released in the bloodstream, enhances gut barrier function and free fatty acid receptor FFA2/GPR43-mediated PI3K/Akt signaling in muscle cells (<xref ref-type="bibr" rid="B88">Tang et al., 2022</xref>). Probiotics or SCFAs can also act on PI3K/Akt signaling <italic>via</italic> other receptors such as insulin-like growth factor 1 receptor (IGF-1R) or Toll-like receptors (TLR) (<xref ref-type="bibr" rid="B45">Larraufie et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Dang et al., 2018</xref>; <xref ref-type="bibr" rid="B55">Mohseni et al., 2021</xref>; <xref ref-type="bibr" rid="B67">Paveljsek et al., 2021</xref>). In the brain, <italic>L. plantarum</italic> gut administration results in an increase in Akt phosphorylation at S473, causing an elevated level of phosphorylated GSK-3&#x03B2; at S9 and subsequent inactivation of GSK-3&#x03B2; (<xref ref-type="bibr" rid="B83">Song et al., 2022</xref>). The inactivation of GSK-3&#x03B2; decreases tau phosphorylation at numerous proline-rich and non-proline sites (<xref ref-type="bibr" rid="B33">Hanger et al., 2009</xref>; <xref ref-type="bibr" rid="B79">Sayas and Avila, 2021</xref>). The precise route and mechanism of how gut probiotic supplement influences PI3K/Akt/GSK-3&#x03B2; signaling in the brain is not clear. However, <italic>L. plantarum</italic> has been shown to increase the abundance of butyrate-producing bacteria <italic>Anaerotruncus</italic> and <italic>Faecalibacterium</italic> (<xref ref-type="bibr" rid="B95">Wang et al., 2018</xref>). Therefore, it could mediate the brain effect through SCFAs circulating in the blood and binding to GPR43 receptors (<xref ref-type="bibr" rid="B12">Brown et al., 2003</xref>; <xref ref-type="bibr" rid="B3">Barki et al., 2022</xref>; <xref ref-type="bibr" rid="B88">Tang et al., 2022</xref>), TLR (<xref ref-type="bibr" rid="B17">Dang et al., 2018</xref>; <xref ref-type="bibr" rid="B55">Mohseni et al., 2021</xref>; <xref ref-type="bibr" rid="B67">Paveljsek et al., 2021</xref>), or IGF-1R <italic>via</italic> elevated serum IGF-1 (<xref ref-type="bibr" rid="B23">Endo et al., 2013</xref>; <xref ref-type="bibr" rid="B100">Yan et al., 2016</xref>; <xref ref-type="bibr" rid="B55">Mohseni et al., 2021</xref>). IGF-1R is widely expressed in the brain such as the hippocampus (<xref ref-type="bibr" rid="B50">Lin J. Y. et al., 2020</xref>). TLR is abundantly expressed in microglia, and to a lesser degree, neurons (<xref ref-type="bibr" rid="B89">Tang et al., 2007</xref>; <xref ref-type="bibr" rid="B25">Fiebich et al., 2018</xref>). GPR43 receptors are expressed in multiple tissues including neurons (<xref ref-type="bibr" rid="B40">Kimura et al., 2020</xref>; <xref ref-type="bibr" rid="B3">Barki et al., 2022</xref>). In another study, two strains of <italic>L. Acidophilus</italic> treatment in mice down-regulates GSK-3&#x03B2; gene expression (<xref ref-type="bibr" rid="B99">Yan et al., 2019</xref>). These studies suggest that probiotics can directly act on GSK-3&#x03B2; pathway and alleviate tau hyperphosphorylation. Furthermore, probiotic has been proven effective in treating gastric infection caused by <italic>H. Pylori</italic> (<xref ref-type="bibr" rid="B2">Aiba et al., 2015</xref>), which induces tau hyperphosphorylation in mouse hippocampal tissue (<xref ref-type="bibr" rid="B96">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B93">Uberti et al., 2022</xref>), <italic>via</italic> the GSK-3&#x03B2; pathway (<xref ref-type="bibr" rid="B96">Wang et al., 2014</xref>). Dysregulation of gut microbiota <italic>via</italic> gut-brain axis is associated with AD and probiotic supplement has the potential of correcting tau hyperphosphorylation through GSK-3&#x03B2; suppression. More extensive future research is in need to characterize the relationship between gut microbiota and tau hyperphosphorylation, especially in suitable animal models with GSK-3&#x03B2; induced tau hyperphosphorylation as a key feature.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Probiotic therapy in early tau pathology prevention and treatment. Alzheimer&#x2019;s disease is associated with dysbiosis in the gut, which in turn, can exacerbate tau pathology leading to tau hyperphosphorylation <italic>via</italic> GSK-3&#x03B2; pathway <bold>(1)</bold>. Probiotic supplement restores gut microbiome <bold>(2)</bold>, stimulates the release and transport of short-chain fatty acids (SCFAs) into the brain <italic>via</italic> enteric nerves and blood stream <bold>(3)</bold>. SCFAs stimulate PI3K/Akt pathway and down-regulates GSK-3&#x03B2;, thus preventing tau hyperphosphorylation. NFT, neurofibrillary tangle; TLR, Toll-like receptor; IGF-1R, insulin-like growth factor 1 receptor. Created with <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1159314-g001.tif"/>
</fig>
</sec>
<sec id="S4">
<title>4. The link between AD and diabetes <italic>via</italic> GSK-3&#x03B2;</title>
<p>Diabetes mellitus (DM), caused by lack of insulin, insulin resistance, or both, is considered a risk factor for AD (<xref ref-type="bibr" rid="B103">Zhang et al., 2018</xref>; <xref ref-type="bibr" rid="B86">Sun et al., 2020</xref>). AD has been referred to as &#x201C;Type-3 diabetes&#x201D; by researchers (<xref ref-type="bibr" rid="B18">de la Monte and Wands, 2008</xref>; <xref ref-type="bibr" rid="B43">Kroner, 2009</xref>) and the presence of DM nearly doubles an individual&#x2019;s risk of developing AD (<xref ref-type="bibr" rid="B48">Leibson et al., 1997</xref>; <xref ref-type="bibr" rid="B98">Xu et al., 2004</xref>). Over 80% AD patients have type II DM or abnormal blood glucose level (<xref ref-type="bibr" rid="B104">Zhao and Townsend, 2009</xref>), suggesting a strong association between AD and DM.</p>
<p>Insulin has been recognized for its role in regulating A&#x03B2; protein and the generation of NFTs (<xref ref-type="bibr" rid="B73">Razay and Wilcock, 1994</xref>; <xref ref-type="bibr" rid="B43">Kroner, 2009</xref>). There is a feed-forward loop between insulin resistance and AD progression, resulting in higher levels of neuroinflammatory cytokines, reactive oxygen species, intracellular Ca<sup>2+</sup>, A&#x03B2;, GSK-3&#x03B2; activation, and tau hyperphosphorylation (<xref ref-type="bibr" rid="B97">Wei et al., 2021</xref>). It is also known that A&#x03B2;-facilitated tau phosphorylation by GSK-3 pathways can be mediated through the interference with insulin or wnt pathways (<xref ref-type="bibr" rid="B92">Townsend et al., 2007</xref>; <xref ref-type="bibr" rid="B54">Magdesian et al., 2008</xref>).</p>
<p>Dementia in the DM population shows significantly more tau accumulation than A&#x03B2;. A study by Hanyu and colleagues, showed 81% of patients with DM-related dementia showed an increase in tau protein, while only 39% showed A&#x03B2; accumulation through positron emission tomography imaging (<xref ref-type="bibr" rid="B87">Takenoshita et al., 2018</xref>). Impairment of insulin signaling is directly associated with tau phosphorylation. Hyperphosphorylated tau is found to be co-localized with increased insulin oligomers in both the hippocampus and the temporal cortex (<xref ref-type="bibr" rid="B74">Rodriguez-Rodriguez et al., 2017</xref>). The intraneuronal accumulation of insulin, increased insulin resistance and decreased levels of insulin receptors, are dependent on tau hyperphosphorylation and follow the progression of tau pathology (<xref ref-type="bibr" rid="B74">Rodriguez-Rodriguez et al., 2017</xref>). An siRNA mediated GSK-3&#x03B2; knockdown model showed a reduction of AD pathology through the restoration of the insulin signaling AMPK and Mapk3 pathways, resulting in improved cellular energy homeostasis, neuronal health, with reduced A&#x03B2; and tau formation in the cortex and hippocampus (<xref ref-type="bibr" rid="B32">Gupta et al., 2022</xref>).</p>
<p>Tau pathology, <italic>via</italic> GSK-3&#x03B2; over-activation, could be the specific link between diabetic patients and AD. Targeting the GSK-3&#x03B2; pathway through probiotics may provide a promising strategy to lower tau pathology and subsequently treat both AD and DM. In line with what has been shown in AD animal models, strengthening the gut-brain barrier through probiotic supplementation in a diabetes mouse model down-regulated GSK-3&#x03B2; levels compared to the diseased group without probiotic supplementation (<xref ref-type="bibr" rid="B99">Yan et al., 2019</xref>).</p>
</sec>
<sec id="S5">
<title>5. Conclusion and outlook</title>
<p>The findings reviewed here support the idea that soluble pretangle tau is a key player of tau pathology and highlight the need to target pretangle tau in AD prevention. Probiotic supplement could be a promising, natural, and non-invasive intervention to prevent pretangle tau formation. We highlight the roles of GSK-3&#x03B2; in mediating tau hyperphosphorylation and the effects of probiotic supplementation. We propose to further test probiotic treatments in pretangle tau models, as early intervention at preclinical stages may be a more feasible and fruitful approach for AD prevention.</p>
<p>Direct targeting of GSK-3&#x03B2; has its own limits. Concerns regarding GSK-3&#x03B2; as a ubiquitously expressed kinase, involved in several key cellular biological processes have been raised (<xref ref-type="bibr" rid="B15">Congdon and Sigurdsson, 2018</xref>). Two GSK-3&#x03B2; inhibitors AZD2558 and AZD1080 were brought to clinical trials, but were deemed not suitable for chronic AD treatment due to significant adverse side effects (<xref ref-type="bibr" rid="B5">Bhat et al., 2018</xref>). Tideglusib is the only GSK-3&#x03B2; inhibitor that has made to phase II clinical trials. Despite being associated with cognitive improvements and a reduction of cerebrospinal fluid levels of &#x03B2;-secretase in a subgroup of patients with mild AD, the clinical improvement was not significant (<xref ref-type="bibr" rid="B19">del Ser et al., 2013</xref>; <xref ref-type="bibr" rid="B53">Lovestone et al., 2015</xref>). While it remains challenging to bypass the widespread GSK-3&#x03B2; inhibition with pharmaceutical strategies, probiotic treatment has various additional beneficial effects (<xref ref-type="bibr" rid="B94">Vogt et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Lin et al., 2018</xref>), thus providing a more holistic approach.</p>
<p>Future study could focus more on the sex difference of the GSK-3&#x03B2; signing. Sex differences in human AD (<xref ref-type="bibr" rid="B72">Podcasy and Epperson, 2016</xref>; <xref ref-type="bibr" rid="B30">Grimm and Eckert, 2017</xref>; <xref ref-type="bibr" rid="B58">Mosconi et al., 2017a</xref>,<xref ref-type="bibr" rid="B59">b</xref>; <xref ref-type="bibr" rid="B46">Laws et al., 2018</xref>; <xref ref-type="bibr" rid="B101">Yanguas-Cas&#x00E1;s et al., 2018</xref>) may also relate to hormone-mediated GSK-3&#x03B2; signaling. Perimenopause is the stage at which women show AD vulnerability (<xref ref-type="bibr" rid="B11">Brinton et al., 2015</xref>; <xref ref-type="bibr" rid="B58">Mosconi et al., 2017a</xref>; <xref ref-type="bibr" rid="B62">Neu et al., 2017</xref>; <xref ref-type="bibr" rid="B70">Pike, 2017</xref>). The neuroprotection role of 17&#x03B2;-estradiol has been linked to GSK-3&#x03B2; in animal models. A significant decrease in A&#x03B2; accumulation and hyperphosphorylated tau levels through the activation of 17&#x03B2;-estradiol has been associated with the inactivation of the GSK-3&#x03B2; pathway (<xref ref-type="bibr" rid="B29">Goodenough et al., 2005</xref>). It was also found that 17&#x03B2;-estradiol prevented GSK-3&#x03B2; induced neuronal apoptosis in hippocampal slice culture (<xref ref-type="bibr" rid="B29">Goodenough et al., 2005</xref>). This work adds additional support that estrogen can lower GSK-3&#x03B2; initiated tau phosphorylation. Keeping GSK-3&#x03B2; in check following menopause may be particularly important for women in AD prevention, and probiotic supplementation may provide some of the protections in this regard.</p>
</sec>
<sec id="S6" sec-type="author-contributions">
<title>Author contributions</title>
<p>CMF and QY contributed equally to the conception of the work and writing. Both authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by a Canadian Institutes of Health Research Project Fund (PJT-169197) to QY.</p>
</sec>
<ack><p>We thank the Dr. Carolyn Harley for her insights, discussions, and inspirations during the course of our study.</p>
</ack>
<sec id="S8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S9" 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="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdelhamid</surname> <given-names>M.</given-names></name> <name><surname>Zhou</surname> <given-names>C.</given-names></name> <name><surname>Jung</surname> <given-names>C. G.</given-names></name> <name><surname>Michikawa</surname> <given-names>M.</given-names></name></person-group> (<year>2022</year>). <article-title>Probiotic <italic>Bifidobacterium breve</italic> MCC1274 mitigates Alzheimer&#x2019;s disease-related pathologies in wild-type mice.</article-title> <source><italic>Nutrients</italic></source> <volume>14</volume>:<issue>2543</issue>. <pub-id pub-id-type="doi">10.3390/nu14122543</pub-id> <pub-id pub-id-type="pmid">35745273</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aiba</surname> <given-names>Y.</given-names></name> <name><surname>Nakano</surname> <given-names>Y.</given-names></name> <name><surname>Koga</surname> <given-names>Y.</given-names></name> <name><surname>Takahashi</surname> <given-names>K.</given-names></name> <name><surname>Komatsu</surname> <given-names>Y.</given-names></name></person-group> (<year>2015</year>). <article-title>A highly acid-resistant novel strain of <italic>Lactobacillus johnsonii</italic> No. 1088 has antibacterial activity, including that against <italic>Helicobacter pylori</italic>, and inhibits gastrin-mediated acid production in mice.</article-title> <source><italic>Microbiologyopen</italic></source> <volume>4</volume> <fpage>465</fpage>&#x2013;<lpage>474</lpage>. <pub-id pub-id-type="doi">10.1002/mbo3.252</pub-id> <pub-id pub-id-type="pmid">25771812</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barki</surname> <given-names>N.</given-names></name> <name><surname>Bolognini</surname> <given-names>D.</given-names></name> <name><surname>Borjesson</surname> <given-names>U.</given-names></name> <name><surname>Jenkins</surname> <given-names>L.</given-names></name> <name><surname>Riddell</surname> <given-names>J.</given-names></name> <name><surname>Hughes</surname> <given-names>D. I.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Chemogenetics defines a short-chain fatty acid receptor gut-brain axis.</article-title> <source><italic>eLife</italic></source> <volume>11</volume>:<issue>e73777</issue>. <pub-id pub-id-type="doi">10.7554/eLife.73777</pub-id> <pub-id pub-id-type="pmid">35229717</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bennecib</surname> <given-names>M.</given-names></name> <name><surname>Gong</surname> <given-names>C. X.</given-names></name> <name><surname>Grundke-Iqbal</surname> <given-names>I.</given-names></name> <name><surname>Iqbal</surname> <given-names>K.</given-names></name></person-group> (<year>2000</year>). <article-title>Role of protein phosphatase-2A and -1 in the regulation of GSK-3, cdk5 and cdc2 and the phosphorylation of tau in rat forebrain.</article-title> <source><italic>FEBS Lett.</italic></source> <volume>485</volume> <fpage>87</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1016/s0014-5793(00)02203-1</pub-id> <pub-id pub-id-type="pmid">11086171</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhat</surname> <given-names>R. V.</given-names></name> <name><surname>Andersson</surname> <given-names>U.</given-names></name> <name><surname>Andersson</surname> <given-names>S.</given-names></name> <name><surname>Knerr</surname> <given-names>L.</given-names></name> <name><surname>Bauer</surname> <given-names>U.</given-names></name> <name><surname>Sundgren-Andersson</surname> <given-names>A. K.</given-names></name></person-group> (<year>2018</year>). <article-title>The conundrum of GSK3 inhibitors: Is it the dawn of a new beginning?</article-title> <source><italic>J. Alzheimers Dis.</italic></source> <volume>64</volume> <fpage>S547</fpage>&#x2013;<lpage>S554</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-179934</pub-id> <pub-id pub-id-type="pmid">29758944</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Blalock</surname> <given-names>E. M.</given-names></name> <name><surname>Geddes</surname> <given-names>J. W.</given-names></name> <name><surname>Chen</surname> <given-names>K. C.</given-names></name> <name><surname>Porter</surname> <given-names>N. M.</given-names></name> <name><surname>Markesbery</surname> <given-names>W. R.</given-names></name> <name><surname>Landfield</surname> <given-names>P. W.</given-names></name></person-group> (<year>2004</year>). <article-title>Incipient Alzheimer&#x2019;s disease: Microarray correlation analyses reveal major transcriptional and tumor suppressor responses.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>101</volume> <fpage>2173</fpage>&#x2013;<lpage>2178</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0308512100</pub-id> <pub-id pub-id-type="pmid">14769913</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braak</surname> <given-names>H.</given-names></name> <name><surname>Braak</surname> <given-names>E.</given-names></name></person-group> (<year>1991</year>). <article-title>Neuropathological stageing of Alzheimer-related changes.</article-title> <source><italic>Acta Neuropathol.</italic></source> <volume>82</volume> <fpage>239</fpage>&#x2013;<lpage>259</lpage>. <pub-id pub-id-type="doi">10.1007/BF00308809</pub-id> <pub-id pub-id-type="pmid">1759558</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braak</surname> <given-names>H.</given-names></name> <name><surname>Braak</surname> <given-names>E.</given-names></name></person-group> (<year>1997</year>). <article-title>Diagnostic criteria for neuropathologic assessment of Alzheimer&#x2019;s disease.</article-title> <source><italic>Neurobiol. Aging</italic></source> <volume>18</volume> <fpage>S85</fpage>&#x2013;<lpage>S88</lpage>.</citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braak</surname> <given-names>H.</given-names></name> <name><surname>Del Tredici</surname> <given-names>K.</given-names></name></person-group> (<year>2015</year>). <article-title>Neuroanatomy and pathology of sporadic Alzheimer&#x2019;s disease.</article-title> <source><italic>Adv. Anat. Embryol. Cell Biol.</italic></source> <volume>215</volume> <fpage>1</fpage>&#x2013;<lpage>162</lpage>.</citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braak</surname> <given-names>H.</given-names></name> <name><surname>Thal</surname> <given-names>D. R.</given-names></name> <name><surname>Ghebremedhin</surname> <given-names>E.</given-names></name> <name><surname>Del Tredici</surname> <given-names>K.</given-names></name></person-group> (<year>2011</year>). <article-title>Stages of the pathologic process in Alzheimer disease: Age categories from 1 to 100 years.</article-title> <source><italic>J. Neuropathol. Exp. Neurol.</italic></source> <volume>70</volume> <fpage>960</fpage>&#x2013;<lpage>969</lpage>. <pub-id pub-id-type="doi">10.1097/NEN.0b013e318232a379</pub-id> <pub-id pub-id-type="pmid">22002422</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brinton</surname> <given-names>R. D.</given-names></name> <name><surname>Yao</surname> <given-names>J.</given-names></name> <name><surname>Yin</surname> <given-names>F.</given-names></name> <name><surname>Mack</surname> <given-names>W. J.</given-names></name> <name><surname>Cadenas</surname> <given-names>E.</given-names></name></person-group> (<year>2015</year>). <article-title>Perimenopause as a neurological transition state.</article-title> <source><italic>Nat. Rev. Endocrinol.</italic></source> <volume>11</volume> <fpage>393</fpage>&#x2013;<lpage>405</lpage>.</citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname> <given-names>A. J.</given-names></name> <name><surname>Goldsworthy</surname> <given-names>S. M.</given-names></name> <name><surname>Barnes</surname> <given-names>A. A.</given-names></name> <name><surname>Eilert</surname> <given-names>M. M.</given-names></name> <name><surname>Tcheang</surname> <given-names>L.</given-names></name> <name><surname>Daniels</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>The orphan G protein-coupled receptors GPR41 and GPR43 are activated by propionate and other short chain carboxylic acids.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>278</volume> <fpage>11312</fpage>&#x2013;<lpage>11319</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M211609200</pub-id> <pub-id pub-id-type="pmid">12496283</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brunden</surname> <given-names>K. R.</given-names></name> <name><surname>Trojanowski</surname> <given-names>J. Q.</given-names></name> <name><surname>Lee</surname> <given-names>V. M.</given-names></name></person-group> (<year>2008</year>). <article-title>Evidence that non-fibrillar tau causes pathology linked to neurodegeneration and behavioral impairments.</article-title> <source><italic>J. Alzheimers Dis.</italic></source> <volume>14</volume> <fpage>393</fpage>&#x2013;<lpage>399</lpage>. <pub-id pub-id-type="doi">10.3233/jad-2008-14406</pub-id> <pub-id pub-id-type="pmid">18688089</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Congdon</surname> <given-names>E. E.</given-names></name> <name><surname>Duff</surname> <given-names>K. E.</given-names></name></person-group> (<year>2008</year>). <article-title>Is tau aggregation toxic or protective?</article-title> <source><italic>J. Alzheimers Dis.</italic></source> <volume>14</volume> <fpage>453</fpage>&#x2013;<lpage>457</lpage>.</citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Congdon</surname> <given-names>E. E.</given-names></name> <name><surname>Sigurdsson</surname> <given-names>E. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Tau-targeting therapies for Alzheimer disease.</article-title> <source><italic>Nat. Rev. Neurol.</italic></source> <volume>14</volume> <fpage>399</fpage>&#x2013;<lpage>415</lpage>.</citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Conti</surname> <given-names>M. Z.</given-names></name> <name><surname>Vicini-Chilovi</surname> <given-names>B.</given-names></name> <name><surname>Riva</surname> <given-names>M.</given-names></name> <name><surname>Zanetti</surname> <given-names>M.</given-names></name> <name><surname>Liberini</surname> <given-names>P.</given-names></name> <name><surname>Padovani</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Odor identification deficit predicts clinical conversion from mild cognitive impairment to dementia due to Alzheimer&#x2019;s disease.</article-title> <source><italic>Arch. Clin. Neuropsychol.</italic></source> <volume>28</volume> <fpage>391</fpage>&#x2013;<lpage>399</lpage>.</citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dang</surname> <given-names>F.</given-names></name> <name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Pan</surname> <given-names>R.</given-names></name> <name><surname>Zhou</surname> <given-names>Y.</given-names></name> <name><surname>Wu</surname> <given-names>S.</given-names></name> <name><surname>Wang</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Administration of <italic>Lactobacillus paracasei</italic> ameliorates type 2 diabetes in mice.</article-title> <source><italic>Food Funct.</italic></source> <volume>9</volume> <fpage>3630</fpage>&#x2013;<lpage>3639</lpage>. <pub-id pub-id-type="doi">10.1039/c8fo00081f</pub-id> <pub-id pub-id-type="pmid">29961787</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de la Monte</surname> <given-names>S. M.</given-names></name> <name><surname>Wands</surname> <given-names>J. R.</given-names></name></person-group> (<year>2008</year>). <article-title>Alzheimer&#x2019;s disease is type 3 diabetes-evidence reviewed.</article-title> <source><italic>J. Diabetes Sci. Technol.</italic></source> <volume>2</volume> <fpage>1101</fpage>&#x2013;<lpage>1113</lpage>. <pub-id pub-id-type="doi">10.1177/193229680800200619</pub-id> <pub-id pub-id-type="pmid">19885299</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>del Ser</surname> <given-names>T.</given-names></name> <name><surname>Steinwachs</surname> <given-names>K. C.</given-names></name> <name><surname>Gertz</surname> <given-names>H. J.</given-names></name> <name><surname>Andres</surname> <given-names>M. V.</given-names></name> <name><surname>Gomez-Carrillo</surname> <given-names>B.</given-names></name> <name><surname>Medina</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Treatment of Alzheimer&#x2019;s disease with the GSK-3 inhibitor tideglusib: A pilot study.</article-title> <source><italic>J. Alzheimers Dis.</italic></source> <volume>33</volume> <fpage>205</fpage>&#x2013;<lpage>215</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-2012-120805</pub-id> <pub-id pub-id-type="pmid">22936007</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Delaere</surname> <given-names>P.</given-names></name> <name><surname>He</surname> <given-names>Y.</given-names></name> <name><surname>Fayet</surname> <given-names>G.</given-names></name> <name><surname>Duyckaerts</surname> <given-names>C.</given-names></name> <name><surname>Hauw</surname> <given-names>J. J.</given-names></name></person-group> (<year>1993</year>). <article-title>Beta A4 deposits are constant in the brain of the oldest old: An immunocytochemical study of 20 French centenarians.</article-title> <source><italic>Neurobiol. Aging</italic></source> <volume>14</volume> <fpage>191</fpage>&#x2013;<lpage>194</lpage>. <pub-id pub-id-type="doi">10.1016/0197-4580(93)90096-t</pub-id> <pub-id pub-id-type="pmid">8487921</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Devanand</surname> <given-names>D. P.</given-names></name> <name><surname>Lee</surname> <given-names>S.</given-names></name> <name><surname>Manly</surname> <given-names>J.</given-names></name> <name><surname>Andrews</surname> <given-names>H.</given-names></name> <name><surname>Schupf</surname> <given-names>N.</given-names></name> <name><surname>Doty</surname> <given-names>R. L.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Olfactory deficits predict cognitive decline and Alzheimer dementia in an urban community.</article-title> <source><italic>Neurology</italic></source> <volume>84</volume> <fpage>182</fpage>&#x2013;<lpage>189</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000001132</pub-id> <pub-id pub-id-type="pmid">25471394</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>d&#x2019;Orange</surname> <given-names>M.</given-names></name> <name><surname>Auregan</surname> <given-names>G.</given-names></name> <name><surname>Cheramy</surname> <given-names>D.</given-names></name> <name><surname>Gaudin-Guerif</surname> <given-names>M.</given-names></name> <name><surname>Lieger</surname> <given-names>S.</given-names></name> <name><surname>Guillermier</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Potentiating tangle formation reduces acute toxicity of soluble tau species in the rat.</article-title> <source><italic>Brain</italic></source> <volume>141</volume> <fpage>535</fpage>&#x2013;<lpage>549</lpage>. <pub-id pub-id-type="doi">10.1093/brain/awx342</pub-id> <pub-id pub-id-type="pmid">29253129</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Endo</surname> <given-names>H.</given-names></name> <name><surname>Niioka</surname> <given-names>M.</given-names></name> <name><surname>Kobayashi</surname> <given-names>N.</given-names></name> <name><surname>Tanaka</surname> <given-names>M.</given-names></name> <name><surname>Watanabe</surname> <given-names>T.</given-names></name></person-group> (<year>2013</year>). <article-title>Butyrate-producing probiotics reduce nonalcoholic fatty liver disease progression in rats: New insight into the probiotics for the gut-liver axis.</article-title> <source><italic>PLoS One</italic></source> <volume>8</volume>:<issue>e63388</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0063388</pub-id> <pub-id pub-id-type="pmid">23696823</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferrero</surname> <given-names>J.</given-names></name> <name><surname>Williams</surname> <given-names>L.</given-names></name> <name><surname>Stella</surname> <given-names>H.</given-names></name> <name><surname>Leitermann</surname> <given-names>K.</given-names></name> <name><surname>Mikulskis</surname> <given-names>A.</given-names></name> <name><surname>O&#x2019;Gorman</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>First-in-human, double-blind, placebo-controlled, single-dose escalation study of aducanumab (BIIB037) in mild-to-moderate Alzheimer&#x2019;s disease.</article-title> <source><italic>Alzheimers Dement.</italic></source> <volume>2</volume> <fpage>169</fpage>&#x2013;<lpage>176</lpage>. <pub-id pub-id-type="doi">10.1016/j.trci.2016.06.002</pub-id> <pub-id pub-id-type="pmid">29067304</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fiebich</surname> <given-names>B. L.</given-names></name> <name><surname>Batista</surname> <given-names>C. R. A.</given-names></name> <name><surname>Saliba</surname> <given-names>S. W.</given-names></name> <name><surname>Yousif</surname> <given-names>N. M.</given-names></name> <name><surname>de Oliveira</surname> <given-names>A. C. P.</given-names></name></person-group> (<year>2018</year>). <article-title>Role of microglia TLRs in neurodegeneration.</article-title> <source><italic>Front. Cell. Neurosci.</italic></source> <volume>12</volume>:<issue>329</issue>. <pub-id pub-id-type="doi">10.3389/fncel.2018.00329</pub-id> <pub-id pub-id-type="pmid">30333729</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ghosh</surname> <given-names>A.</given-names></name> <name><surname>Torraville</surname> <given-names>S. E.</given-names></name> <name><surname>Mukherjee</surname> <given-names>B.</given-names></name> <name><surname>Walling</surname> <given-names>S. G.</given-names></name> <name><surname>Martin</surname> <given-names>G. M.</given-names></name> <name><surname>Harley</surname> <given-names>C. W.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>An experimental model of Braak&#x2019;s pretangle proposal for the origin of Alzheimer&#x2019;s disease: The role of locus coeruleus in early symptom development.</article-title> <source><italic>Alzheimers Res. Ther.</italic></source> <volume>11</volume>:<issue>59</issue>. <pub-id pub-id-type="doi">10.1186/s13195-019-0511-2</pub-id> <pub-id pub-id-type="pmid">31266535</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gibson</surname> <given-names>G. R.</given-names></name> <name><surname>Roberfroid</surname> <given-names>M. B.</given-names></name></person-group> (<year>1995</year>). <article-title>Dietary modulation of the human colonic microbiota: Introducing the concept of prebiotics.</article-title> <source><italic>J. Nutr.</italic></source> <volume>125</volume> <fpage>1401</fpage>&#x2013;<lpage>1412</lpage>.</citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gomez-Isla</surname> <given-names>T.</given-names></name> <name><surname>Hollister</surname> <given-names>R.</given-names></name> <name><surname>West</surname> <given-names>H.</given-names></name> <name><surname>Mui</surname> <given-names>S.</given-names></name> <name><surname>Growdon</surname> <given-names>J. H.</given-names></name> <name><surname>Petersen</surname> <given-names>R. C.</given-names></name><etal/></person-group> (<year>1997</year>). <article-title>Neuronal loss correlates with but exceeds neurofibrillary tangles in Alzheimer&#x2019;s disease.</article-title> <source><italic>Ann. Neurol.</italic></source> <volume>41</volume> <fpage>17</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1002/ana.410410106</pub-id> <pub-id pub-id-type="pmid">9005861</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goodenough</surname> <given-names>S.</given-names></name> <name><surname>Schleusner</surname> <given-names>D.</given-names></name> <name><surname>Pietrzik</surname> <given-names>C.</given-names></name> <name><surname>Skutella</surname> <given-names>T.</given-names></name> <name><surname>Behl</surname> <given-names>C.</given-names></name></person-group> (<year>2005</year>). <article-title>Glycogen synthase kinase 3beta links neuroprotection by 17beta-estradiol to key Alzheimer processes.</article-title> <source><italic>Neuroscience</italic></source> <volume>132</volume> <fpage>581</fpage>&#x2013;<lpage>589</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroscience.2004.12.029</pub-id> <pub-id pub-id-type="pmid">15837120</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grimm</surname> <given-names>A.</given-names></name> <name><surname>Eckert</surname> <given-names>A.</given-names></name></person-group> (<year>2017</year>). <article-title>Brain aging and neurodegeneration: From a mitochondrial point of view.</article-title> <source><italic>J. Neurochem.</italic></source> <volume>143</volume> <fpage>418</fpage>&#x2013;<lpage>431</lpage>.</citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gulyas</surname> <given-names>B.</given-names></name> <name><surname>Brockschnieder</surname> <given-names>D.</given-names></name> <name><surname>Nag</surname> <given-names>S.</given-names></name> <name><surname>Pavlova</surname> <given-names>E.</given-names></name> <name><surname>Kasa</surname> <given-names>P.</given-names></name> <name><surname>Beliczai</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>The norepinephrine transporter (NET) radioligand (S,S)-[18F]FMeNER-D2 shows significant decreases in NET density in the human brain in Alzheimer&#x2019;s disease: A post-mortem autoradiographic study.</article-title> <source><italic>Neurochem. Int.</italic></source> <volume>56</volume> <fpage>789</fpage>&#x2013;<lpage>798</lpage>.</citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gupta</surname> <given-names>S.</given-names></name> <name><surname>Singh</surname> <given-names>V.</given-names></name> <name><surname>Ganesh</surname> <given-names>S.</given-names></name> <name><surname>Singhal</surname> <given-names>N. K.</given-names></name> <name><surname>Sandhir</surname> <given-names>R.</given-names></name></person-group> (<year>2022</year>). <article-title>siRNA mediated GSK3beta knockdown targets insulin signaling pathway and rescues Alzheimer&#x2019;s disease pathology: Evidence from <italic>in vitro</italic> and <italic>in vivo</italic> studies.</article-title> <source><italic>ACS Appl. Mater. Interfaces</italic></source> <volume>14</volume> <fpage>69</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1021/acsami.1c15305</pub-id> <pub-id pub-id-type="pmid">34967205</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hanger</surname> <given-names>D. P.</given-names></name> <name><surname>Anderton</surname> <given-names>B. H.</given-names></name> <name><surname>Noble</surname> <given-names>W.</given-names></name></person-group> (<year>2009</year>). <article-title>Tau phosphorylation: The therapeutic challenge for neurodegenerative disease.</article-title> <source><italic>Trends Mol. Med.</italic></source> <volume>15</volume> <fpage>112</fpage>&#x2013;<lpage>119</lpage>.</citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hernandez</surname> <given-names>F.</given-names></name> <name><surname>Borrell</surname> <given-names>J.</given-names></name> <name><surname>Guaza</surname> <given-names>C.</given-names></name> <name><surname>Avila</surname> <given-names>J.</given-names></name> <name><surname>Lucas</surname> <given-names>J. J.</given-names></name></person-group> (<year>2002</year>). <article-title>Spatial learning deficit in transgenic mice that conditionally over-express GSK-3beta in the brain but do not form tau filaments.</article-title> <source><italic>J. Neurochem.</italic></source> <volume>83</volume> <fpage>1529</fpage>&#x2013;<lpage>1533</lpage>. <pub-id pub-id-type="doi">10.1046/j.1471-4159.2002.01269.x</pub-id> <pub-id pub-id-type="pmid">12472906</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holmes</surname> <given-names>C.</given-names></name> <name><surname>Boche</surname> <given-names>D.</given-names></name> <name><surname>Wilkinson</surname> <given-names>D.</given-names></name> <name><surname>Yadegarfar</surname> <given-names>G.</given-names></name> <name><surname>Hopkins</surname> <given-names>V.</given-names></name> <name><surname>Bayer</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Long-term effects of Abeta42 immunisation in Alzheimer&#x2019;s disease: Follow-up of a randomised, placebo-controlled phase I trial.</article-title> <source><italic>Lancet</italic></source> <volume>372</volume> <fpage>216</fpage>&#x2013;<lpage>223</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(08)61075-2</pub-id> <pub-id pub-id-type="pmid">18640458</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hooper</surname> <given-names>C.</given-names></name> <name><surname>Killick</surname> <given-names>R.</given-names></name> <name><surname>Lovestone</surname> <given-names>S.</given-names></name></person-group> (<year>2008</year>). <article-title>The GSK3 hypothesis of Alzheimer&#x2019;s disease.</article-title> <source><italic>J. Neurochem.</italic></source> <volume>104</volume> <fpage>1433</fpage>&#x2013;<lpage>1439</lpage>.</citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hooper</surname> <given-names>C.</given-names></name> <name><surname>Markevich</surname> <given-names>V.</given-names></name> <name><surname>Plattner</surname> <given-names>F.</given-names></name> <name><surname>Killick</surname> <given-names>R.</given-names></name> <name><surname>Schofield</surname> <given-names>E.</given-names></name> <name><surname>Engel</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2007</year>). <article-title>Glycogen synthase kinase-3 inhibition is integral to long-term potentiation.</article-title> <source><italic>Eur. J. Neurosci.</italic></source> <volume>25</volume> <fpage>81</fpage>&#x2013;<lpage>86</lpage>.</citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kelberman</surname> <given-names>M. A.</given-names></name> <name><surname>Anderson</surname> <given-names>C. R.</given-names></name> <name><surname>Chlan</surname> <given-names>E.</given-names></name> <name><surname>Rorabaugh</surname> <given-names>J. M.</given-names></name> <name><surname>Mccann</surname> <given-names>K. E.</given-names></name> <name><surname>Weinshenker</surname> <given-names>D.</given-names></name></person-group> (<year>2022</year>). <article-title>Consequences of hyperphosphorylated tau in the locus coeruleus on behavior and cognition in a rat model of Alzheimer&#x2019;s disease.</article-title> <source><italic>J. Alzheimers Dis.</italic></source> <volume>86</volume> <fpage>1037</fpage>&#x2013;<lpage>1059</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-215546</pub-id> <pub-id pub-id-type="pmid">35147547</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>H. S.</given-names></name> <name><surname>Kim</surname> <given-names>S.</given-names></name> <name><surname>Shin</surname> <given-names>S. J.</given-names></name> <name><surname>Park</surname> <given-names>Y. H.</given-names></name> <name><surname>Nam</surname> <given-names>Y.</given-names></name> <name><surname>Kim</surname> <given-names>C. W.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Gram-negative bacteria and their lipopolysaccharides in Alzheimer&#x2019;s disease: Pathologic roles and therapeutic implications.</article-title> <source><italic>Transl. Neurodegener.</italic></source> <volume>10</volume>:<issue>49</issue>.</citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kimura</surname> <given-names>I.</given-names></name> <name><surname>Ichimura</surname> <given-names>A.</given-names></name> <name><surname>Ohue-Kitano</surname> <given-names>R.</given-names></name> <name><surname>Igarashi</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Free fatty acid receptors in health and disease.</article-title> <source><italic>Physiol. Rev.</italic></source> <volume>100</volume> <fpage>171</fpage>&#x2013;<lpage>210</lpage>.</citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kowalski</surname> <given-names>K.</given-names></name> <name><surname>Mulak</surname> <given-names>A.</given-names></name></person-group> (<year>2019</year>). <article-title>Brain-gut-microbiota axis in Alzheimer&#x2019;s disease.</article-title> <source><italic>J. Neurogastroenterol. Motil.</italic></source> <volume>25</volume> <fpage>48</fpage>&#x2013;<lpage>60</lpage>.</citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kril</surname> <given-names>J. J.</given-names></name> <name><surname>Patel</surname> <given-names>S.</given-names></name> <name><surname>Harding</surname> <given-names>A. J.</given-names></name> <name><surname>Halliday</surname> <given-names>G. M.</given-names></name></person-group> (<year>2002</year>). <article-title>Neuron loss from the hippocampus of Alzheimer&#x2019;s disease exceeds extracellular neurofibrillary tangle formation.</article-title> <source><italic>Acta Neuropathol.</italic></source> <volume>103</volume> <fpage>370</fpage>&#x2013;<lpage>376</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-001-0477-5</pub-id> <pub-id pub-id-type="pmid">11904757</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kroner</surname> <given-names>Z.</given-names></name></person-group> (<year>2009</year>). <article-title>The relationship between Alzheimer&#x2019;s disease and diabetes: Type 3 diabetes?</article-title> <source><italic>Altern. Med. Rev.</italic></source> <volume>14</volume> <fpage>373</fpage>&#x2013;<lpage>379</lpage>.</citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krumbeck</surname> <given-names>J. A.</given-names></name> <name><surname>Maldonado-Gomez</surname> <given-names>M. X.</given-names></name> <name><surname>Ramer-Tait</surname> <given-names>A. E.</given-names></name> <name><surname>Hutkins</surname> <given-names>R. W.</given-names></name></person-group> (<year>2016</year>). <article-title>Prebiotics and synbiotics: Dietary strategies for improving gut health.</article-title> <source><italic>Curr. Opin. Gastroenterol.</italic></source> <volume>32</volume> <fpage>110</fpage>&#x2013;<lpage>119</lpage>.</citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larraufie</surname> <given-names>P.</given-names></name> <name><surname>Dore</surname> <given-names>J.</given-names></name> <name><surname>Lapaque</surname> <given-names>N.</given-names></name> <name><surname>Blottiere</surname> <given-names>H. M.</given-names></name></person-group> (<year>2017</year>). <article-title>TLR ligands and butyrate increase Pyy expression through two distinct but inter-regulated pathways.</article-title> <source><italic>Cell. Microbiol.</italic></source> <volume>19</volume>:<issue>e12648</issue>. <pub-id pub-id-type="doi">10.1111/cmi.12648</pub-id> <pub-id pub-id-type="pmid">27405092</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laws</surname> <given-names>K. R.</given-names></name> <name><surname>Irvine</surname> <given-names>K.</given-names></name> <name><surname>Gale</surname> <given-names>T. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Sex differences in Alzheimer&#x2019;s disease.</article-title> <source><italic>Curr. Opin. Psychiatry</italic></source> <volume>31</volume> <fpage>133</fpage>&#x2013;<lpage>139</lpage>.</citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>H. J.</given-names></name> <name><surname>Lee</surname> <given-names>K. E.</given-names></name> <name><surname>Kim</surname> <given-names>J. K.</given-names></name> <name><surname>Kim</surname> <given-names>D. H.</given-names></name></person-group> (<year>2019</year>). <article-title>Suppression of gut dysbiosis by <italic>Bifidobacterium longum</italic> alleviates cognitive decline in 5XFAD transgenic and aged mice.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>9</volume>:<issue>11814</issue>. <pub-id pub-id-type="doi">10.1038/s41598-019-48342-7</pub-id> <pub-id pub-id-type="pmid">31413350</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leibson</surname> <given-names>C. L.</given-names></name> <name><surname>Rocca</surname> <given-names>W. A.</given-names></name> <name><surname>Hanson</surname> <given-names>V. A.</given-names></name> <name><surname>Cha</surname> <given-names>R.</given-names></name> <name><surname>Kokmen</surname> <given-names>E.</given-names></name> <name><surname>O&#x2019;Brien</surname> <given-names>P. C.</given-names></name><etal/></person-group> (<year>1997</year>). <article-title>The risk of dementia among persons with diabetes mellitus: A population-based cohort study.</article-title> <source><italic>Ann. N. Y. Acad. Sci.</italic></source> <volume>826</volume> <fpage>422</fpage>&#x2013;<lpage>427</lpage>.</citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Z.</given-names></name> <name><surname>Zhu</surname> <given-names>H.</given-names></name> <name><surname>Guo</surname> <given-names>Y.</given-names></name> <name><surname>Du</surname> <given-names>X.</given-names></name> <name><surname>Qin</surname> <given-names>C.</given-names></name></person-group> (<year>2020</year>). <article-title>Gut microbiota regulate cognitive deficits and amyloid deposition in a model of Alzheimer&#x2019;s disease.</article-title> <source><italic>J. Neurochem.</italic></source> <volume>155</volume> <fpage>448</fpage>&#x2013;<lpage>461</lpage>. <pub-id pub-id-type="doi">10.1111/jnc.15031</pub-id> <pub-id pub-id-type="pmid">32319677</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>J. Y.</given-names></name> <name><surname>Kuo</surname> <given-names>W. W.</given-names></name> <name><surname>Baskaran</surname> <given-names>R.</given-names></name> <name><surname>Kuo</surname> <given-names>C. H.</given-names></name> <name><surname>Chen</surname> <given-names>Y. A.</given-names></name> <name><surname>Chen</surname> <given-names>W. S.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Swimming exercise stimulates IGF1/PI3K/Akt and AMPK/SIRT1/PGC1alpha survival signaling to suppress apoptosis and inflammation in aging hippocampus.</article-title> <source><italic>Aging</italic></source> <volume>12</volume> <fpage>6852</fpage>&#x2013;<lpage>6864</lpage>.</citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>R.</given-names></name> <name><surname>Jones</surname> <given-names>N. C.</given-names></name> <name><surname>Kwan</surname> <given-names>P.</given-names></name></person-group> (<year>2020</year>). <article-title>Unravelling the role of glycogen synthase kinase-3 in Alzheimer&#x2019;s disease-related epileptic seizures.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>21</volume>:<issue>3676</issue>. <pub-id pub-id-type="doi">10.3390/ijms21103676</pub-id> <pub-id pub-id-type="pmid">32456185</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>L.</given-names></name> <name><surname>Zheng</surname> <given-names>L. J.</given-names></name> <name><surname>Zhang</surname> <given-names>L. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Neuroinflammation, gut microbiome, and Alzheimer&#x2019;s disease.</article-title> <source><italic>Mol. Neurobiol.</italic></source> <volume>55</volume> <fpage>8243</fpage>&#x2013;<lpage>8250</lpage>.</citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lovestone</surname> <given-names>S.</given-names></name> <name><surname>Boada</surname> <given-names>M.</given-names></name> <name><surname>Dubois</surname> <given-names>B.</given-names></name> <name><surname>Hull</surname> <given-names>M.</given-names></name> <name><surname>Rinne</surname> <given-names>J. O.</given-names></name> <name><surname>Huppertz</surname> <given-names>H. J.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>A phase II trial of tideglusib in Alzheimer&#x2019;s disease.</article-title> <source><italic>J. Alzheimers Dis.</italic></source> <volume>45</volume> <fpage>75</fpage>&#x2013;<lpage>88</lpage>.</citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Magdesian</surname> <given-names>M. H.</given-names></name> <name><surname>Carvalho</surname> <given-names>M. M.</given-names></name> <name><surname>Mendes</surname> <given-names>F. A.</given-names></name> <name><surname>Saraiva</surname> <given-names>L. M.</given-names></name> <name><surname>Juliano</surname> <given-names>M. A.</given-names></name> <name><surname>Juliano</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Amyloid-beta binds to the extracellular cysteine-rich domain of Frizzled and inhibits Wnt/beta-catenin signaling.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>283</volume> <fpage>9359</fpage>&#x2013;<lpage>9368</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M707108200</pub-id> <pub-id pub-id-type="pmid">18234671</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mohseni</surname> <given-names>A. H.</given-names></name> <name><surname>Casolaro</surname> <given-names>V.</given-names></name> <name><surname>Bermudez-Humaran</surname> <given-names>L. G.</given-names></name> <name><surname>Keyvani</surname> <given-names>H.</given-names></name> <name><surname>Taghinezhad</surname> <given-names>S. S.</given-names></name></person-group> (<year>2021</year>). <article-title>Modulation of the PI3K/Akt/mTOR signaling pathway by probiotics as a fruitful target for orchestrating the immune response.</article-title> <source><italic>Gut Microbes</italic></source> <volume>13</volume> <fpage>1</fpage>&#x2013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1080/19490976.2021.1886844</pub-id> <pub-id pub-id-type="pmid">33615993</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morris</surname> <given-names>M.</given-names></name> <name><surname>Maeda</surname> <given-names>S.</given-names></name> <name><surname>Vossel</surname> <given-names>K.</given-names></name> <name><surname>Mucke</surname> <given-names>L.</given-names></name></person-group> (<year>2011</year>). <article-title>The many faces of tau.</article-title> <source><italic>Neuron</italic></source> <volume>70</volume> <fpage>410</fpage>&#x2013;<lpage>426</lpage>.</citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morsch</surname> <given-names>R.</given-names></name> <name><surname>Simon</surname> <given-names>W.</given-names></name> <name><surname>Coleman</surname> <given-names>P. D.</given-names></name></person-group> (<year>1999</year>). <article-title>Neurons may live for decades with neurofibrillary tangles.</article-title> <source><italic>J. Neuropathol. Exp. Neurol.</italic></source> <volume>58</volume> <fpage>188</fpage>&#x2013;<lpage>197</lpage>.</citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mosconi</surname> <given-names>L.</given-names></name> <name><surname>Berti</surname> <given-names>V.</given-names></name> <name><surname>Guyara-Quinn</surname> <given-names>C.</given-names></name> <name><surname>Mchugh</surname> <given-names>P.</given-names></name> <name><surname>Petrongolo</surname> <given-names>G.</given-names></name> <name><surname>Osorio</surname> <given-names>R. S.</given-names></name><etal/></person-group> (<year>2017a</year>). <article-title>Perimenopause and emergence of an Alzheimer&#x2019;s bioenergetic phenotype in brain and periphery.</article-title> <source><italic>PLoS One</italic></source> <volume>12</volume>:<issue>e0185926</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0185926</pub-id> <pub-id pub-id-type="pmid">29016679</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mosconi</surname> <given-names>L.</given-names></name> <name><surname>Berti</surname> <given-names>V.</given-names></name> <name><surname>Quinn</surname> <given-names>C.</given-names></name> <name><surname>Mchugh</surname> <given-names>P.</given-names></name> <name><surname>Petrongolo</surname> <given-names>G.</given-names></name> <name><surname>Varsavsky</surname> <given-names>I.</given-names></name><etal/></person-group> (<year>2017b</year>). <article-title>Sex differences in Alzheimer risk: Brain imaging of endocrine vs chronologic aging.</article-title> <source><italic>Neurology</italic></source> <volume>89</volume> <fpage>1382</fpage>&#x2013;<lpage>1390</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000004425</pub-id> <pub-id pub-id-type="pmid">28855400</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mullane</surname> <given-names>K.</given-names></name> <name><surname>Williams</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Alzheimer&#x2019;s disease beyond amyloid: Can the repetitive failures of amyloid-targeted therapeutics inform future approaches to dementia drug discovery?</article-title> <source><italic>Biochem. Pharmacol.</italic></source> <volume>177</volume>:<issue>113945</issue>. <pub-id pub-id-type="doi">10.1016/j.bcp.2020.113945</pub-id> <pub-id pub-id-type="pmid">32247851</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Munoz-Montano</surname> <given-names>J. R.</given-names></name> <name><surname>Moreno</surname> <given-names>F. J.</given-names></name> <name><surname>Avila</surname> <given-names>J.</given-names></name> <name><surname>Diaz-Nido</surname> <given-names>J.</given-names></name></person-group> (<year>1997</year>). <article-title>Lithium inhibits Alzheimer&#x2019;s disease-like tau protein phosphorylation in neurons.</article-title> <source><italic>FEBS Lett.</italic></source> <volume>411</volume> <fpage>183</fpage>&#x2013;<lpage>188</lpage>.</citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neu</surname> <given-names>S. C.</given-names></name> <name><surname>Pa</surname> <given-names>J.</given-names></name> <name><surname>Kukull</surname> <given-names>W.</given-names></name> <name><surname>Beekly</surname> <given-names>D.</given-names></name> <name><surname>Kuzma</surname> <given-names>A.</given-names></name> <name><surname>Gangadharan</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Apolipoprotein E genotype and sex risk factors for Alzheimer disease: A meta-analysis.</article-title> <source><italic>JAMA Neurol.</italic></source> <volume>74</volume> <fpage>1178</fpage>&#x2013;<lpage>1189</lpage>.</citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nimgampalle</surname> <given-names>M.</given-names></name> <name><surname>Kuna</surname> <given-names>Y.</given-names></name></person-group> (<year>2017</year>). <article-title>Anti-Alzheimer properties of probiotic, <italic>Lactobacillus plantarum</italic> MTCC 1325 in Alzheimer&#x2019;s disease induced albino rats.</article-title> <source><italic>J. Clin. Diagn. Res.</italic></source> <volume>11</volume> <fpage>KC01</fpage>&#x2013;<lpage>KC05</lpage>. <pub-id pub-id-type="doi">10.7860/JCDR/2017/26106.10428</pub-id> <pub-id pub-id-type="pmid">28969160</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oddo</surname> <given-names>S.</given-names></name> <name><surname>Vasilevko</surname> <given-names>V.</given-names></name> <name><surname>Caccamo</surname> <given-names>A.</given-names></name> <name><surname>Kitazawa</surname> <given-names>M.</given-names></name> <name><surname>Cribbs</surname> <given-names>D. H.</given-names></name> <name><surname>Laferla</surname> <given-names>F. M.</given-names></name></person-group> (<year>2006</year>). <article-title>Reduction of soluble Abeta and tau, but not soluble Abeta alone, ameliorates cognitive decline in transgenic mice with plaques and tangles.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>281</volume> <fpage>39413</fpage>&#x2013;<lpage>39423</lpage>.</citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Omoluabi</surname> <given-names>T.</given-names></name> <name><surname>Power</surname> <given-names>K. D.</given-names></name> <name><surname>Sepahvand</surname> <given-names>T.</given-names></name> <name><surname>Yuan</surname> <given-names>Q.</given-names></name></person-group> (<year>2022</year>). <article-title>Phasic and tonic locus coeruleus stimulation associated valence learning engages distinct adrenoceptors in the rat basolateral amygdala.</article-title> <source><italic>Front. Cell. Neurosci.</italic></source> <volume>16</volume>:<issue>886803</issue>. <pub-id pub-id-type="doi">10.3389/fncel.2022.886803</pub-id> <pub-id pub-id-type="pmid">35614971</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Panza</surname> <given-names>F.</given-names></name> <name><surname>Lozupone</surname> <given-names>M.</given-names></name> <name><surname>Logroscino</surname> <given-names>G.</given-names></name> <name><surname>Imbimbo</surname> <given-names>B. P.</given-names></name></person-group> (<year>2019</year>). <article-title>A critical appraisal of amyloid-beta-targeting therapies for Alzheimer disease.</article-title> <source><italic>Nat. Rev. Neurol.</italic></source> <volume>15</volume> <fpage>73</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1038/s41582-018-0116-6</pub-id> <pub-id pub-id-type="pmid">30610216</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paveljsek</surname> <given-names>D.</given-names></name> <name><surname>Ivicak-Kocjan</surname> <given-names>K.</given-names></name> <name><surname>Treven</surname> <given-names>P.</given-names></name> <name><surname>Bencina</surname> <given-names>M.</given-names></name> <name><surname>Jerala</surname> <given-names>R.</given-names></name> <name><surname>Rogelj</surname> <given-names>I.</given-names></name></person-group> (<year>2021</year>). <article-title>Distinctive probiotic features share common TLR2-dependent signalling in intestinal epithelial cells.</article-title> <source><italic>Cell. Microbiol.</italic></source> <volume>23</volume>:<issue>e13264</issue>. <pub-id pub-id-type="doi">10.1111/cmi.13264</pub-id> <pub-id pub-id-type="pmid">32945079</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pei</surname> <given-names>J. J.</given-names></name> <name><surname>Braak</surname> <given-names>E.</given-names></name> <name><surname>Braak</surname> <given-names>H.</given-names></name> <name><surname>Grundke-Iqbal</surname> <given-names>I.</given-names></name> <name><surname>Iqbal</surname> <given-names>K.</given-names></name> <name><surname>Winblad</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>1999</year>). <article-title>Distribution of active glycogen synthase kinase 3beta (GSK-3beta) in brains staged for Alzheimer disease neurofibrillary changes.</article-title> <source><italic>J. Neuropathol. Exp. Neurol.</italic></source> <volume>58</volume> <fpage>1010</fpage>&#x2013;<lpage>1019</lpage>. <pub-id pub-id-type="doi">10.1097/00005072-199909000-00011</pub-id> <pub-id pub-id-type="pmid">10499443</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pellegrini</surname> <given-names>C.</given-names></name> <name><surname>Antonioli</surname> <given-names>L.</given-names></name> <name><surname>Colucci</surname> <given-names>R.</given-names></name> <name><surname>Blandizzi</surname> <given-names>C.</given-names></name> <name><surname>Fornai</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Interplay among gut microbiota, intestinal mucosal barrier and enteric neuro-immune system: A common path to neurodegenerative diseases?</article-title> <source><italic>Acta Neuropathol.</italic></source> <volume>136</volume> <fpage>345</fpage>&#x2013;<lpage>361</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-018-1856-5</pub-id> <pub-id pub-id-type="pmid">29797112</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pike</surname> <given-names>C. J.</given-names></name></person-group> (<year>2017</year>). <article-title>Sex and the development of Alzheimer&#x2019;s disease.</article-title> <source><italic>J. Neurosci. Res.</italic></source> <volume>95</volume> <fpage>671</fpage>&#x2013;<lpage>680</lpage>.</citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Plattner</surname> <given-names>F.</given-names></name> <name><surname>Angelo</surname> <given-names>M.</given-names></name> <name><surname>Giese</surname> <given-names>K. P.</given-names></name></person-group> (<year>2006</year>). <article-title>The roles of cyclin-dependent kinase 5 and glycogen synthase kinase 3 in tau hyperphosphorylation.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>281</volume> <fpage>25457</fpage>&#x2013;<lpage>25465</lpage>.</citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Podcasy</surname> <given-names>J. L.</given-names></name> <name><surname>Epperson</surname> <given-names>C. N.</given-names></name></person-group> (<year>2016</year>). <article-title>Considering sex and gender in Alzheimer disease and other dementias.</article-title> <source><italic>Dialogues Clin. Neurosci.</italic></source> <volume>18</volume> <fpage>437</fpage>&#x2013;<lpage>446</lpage>.</citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Razay</surname> <given-names>G.</given-names></name> <name><surname>Wilcock</surname> <given-names>G. K.</given-names></name></person-group> (<year>1994</year>). <article-title>Hyperinsulinemia and Alzheimer&#x2019;s disease.</article-title> <source><italic>Age Ageing</italic></source> <volume>23</volume> <fpage>396</fpage>&#x2013;<lpage>399</lpage>.</citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodriguez-Rodriguez</surname> <given-names>P.</given-names></name> <name><surname>Sandebring-Matton</surname> <given-names>A.</given-names></name> <name><surname>Merino-Serrais</surname> <given-names>P.</given-names></name> <name><surname>Parrado-Fernandez</surname> <given-names>C.</given-names></name> <name><surname>Rabano</surname> <given-names>A.</given-names></name> <name><surname>Winblad</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Tau hyperphosphorylation induces oligomeric insulin accumulation and insulin resistance in neurons.</article-title> <source><italic>Brain</italic></source> <volume>140</volume> <fpage>3269</fpage>&#x2013;<lpage>3285</lpage>. <pub-id pub-id-type="doi">10.1093/brain/awx256</pub-id> <pub-id pub-id-type="pmid">29053786</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sanders</surname> <given-names>M. E.</given-names></name></person-group> (<year>2011</year>). <article-title>Impact of probiotics on colonizing microbiota of the gut.</article-title> <source><italic>J. Clin. Gastroenterol.</italic></source> <volume>45</volume>(<issue>Suppl.</issue>), <fpage>S115</fpage>&#x2013;<lpage>S119</lpage>.</citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sanders</surname> <given-names>M. E.</given-names></name> <name><surname>Benson</surname> <given-names>A.</given-names></name> <name><surname>Lebeer</surname> <given-names>S.</given-names></name> <name><surname>Merenstein</surname> <given-names>D. J.</given-names></name> <name><surname>Klaenhammer</surname> <given-names>T. R.</given-names></name></person-group> (<year>2018</year>). <article-title>Shared mechanisms among probiotic taxa: Implications for general probiotic claims.</article-title> <source><italic>Curr. Opin. Biotechnol.</italic></source> <volume>49</volume> <fpage>207</fpage>&#x2013;<lpage>216</lpage>. <pub-id pub-id-type="doi">10.1016/j.copbio.2017.09.007</pub-id> <pub-id pub-id-type="pmid">29128720</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sanders</surname> <given-names>M. E.</given-names></name> <name><surname>Heimbach</surname> <given-names>J. T.</given-names></name> <name><surname>Pot</surname> <given-names>B.</given-names></name> <name><surname>Tancredi</surname> <given-names>D. J.</given-names></name> <name><surname>Lenoir-Wijnkoop</surname> <given-names>I.</given-names></name> <name><surname>Lahteenmaki-Uutela</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Health claims substantiation for probiotic and prebiotic products.</article-title> <source><italic>Gut Microbes</italic></source> <volume>2</volume> <fpage>127</fpage>&#x2013;<lpage>133</lpage>.</citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santacruz</surname> <given-names>K.</given-names></name> <name><surname>Lewis</surname> <given-names>J.</given-names></name> <name><surname>Spires</surname> <given-names>T.</given-names></name> <name><surname>Paulson</surname> <given-names>J.</given-names></name> <name><surname>Kotilinek</surname> <given-names>L.</given-names></name> <name><surname>Ingelsson</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2005</year>). <article-title>Tau suppression in a neurodegenerative mouse model improves memory function.</article-title> <source><italic>Science</italic></source> <volume>309</volume> <fpage>476</fpage>&#x2013;<lpage>481</lpage>. <pub-id pub-id-type="doi">10.1126/science.1113694</pub-id> <pub-id pub-id-type="pmid">16020737</pub-id></citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sayas</surname> <given-names>C. L.</given-names></name> <name><surname>Avila</surname> <given-names>J.</given-names></name></person-group> (<year>2021</year>). <article-title>GSK-3 and tau: A key duet in Alzheimer&#x2019;s disease.</article-title> <source><italic>Cells</italic></source> <volume>10</volume>:<issue>721</issue>. <pub-id pub-id-type="doi">10.3390/cells10040721</pub-id> <pub-id pub-id-type="pmid">33804962</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scheltens</surname> <given-names>P.</given-names></name> <name><surname>Blennow</surname> <given-names>K.</given-names></name> <name><surname>Breteler</surname> <given-names>M. M.</given-names></name> <name><surname>de Strooper</surname> <given-names>B.</given-names></name> <name><surname>Frisoni</surname> <given-names>G. B.</given-names></name> <name><surname>Salloway</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Alzheimer&#x2019;s disease.</article-title> <source><italic>Lancet</italic></source> <volume>388</volume> <fpage>505</fpage>&#x2013;<lpage>517</lpage>.</citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shi</surname> <given-names>M.</given-names></name> <name><surname>Chu</surname> <given-names>F.</given-names></name> <name><surname>Zhu</surname> <given-names>F.</given-names></name> <name><surname>Zhu</surname> <given-names>J.</given-names></name></person-group> (<year>2022</year>). <article-title>Impact of anti-amyloid-beta monoclonal antibodies on the pathology and clinical profile of Alzheimer&#x2019;s disease: A focus on aducanumab and lecanemab.</article-title> <source><italic>Front. Aging Neurosci.</italic></source> <volume>14</volume>:<issue>870517</issue>. <pub-id pub-id-type="doi">10.3389/fnagi.2022.870517</pub-id> <pub-id pub-id-type="pmid">35493943</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sochocka</surname> <given-names>M.</given-names></name> <name><surname>Donskow-Lysoniewska</surname> <given-names>K.</given-names></name> <name><surname>Diniz</surname> <given-names>B. S.</given-names></name> <name><surname>Kurpas</surname> <given-names>D.</given-names></name> <name><surname>Brzozowska</surname> <given-names>E.</given-names></name> <name><surname>Leszek</surname> <given-names>J.</given-names></name></person-group> (<year>2019</year>). <article-title>The gut microbiome alterations and inflammation-driven pathogenesis of Alzheimer&#x2019;s disease-a critical review.</article-title> <source><italic>Mol. Neurobiol.</italic></source> <volume>56</volume> <fpage>1841</fpage>&#x2013;<lpage>1851</lpage>. <pub-id pub-id-type="doi">10.1007/s12035-018-1188-4</pub-id> <pub-id pub-id-type="pmid">29936690</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>X.</given-names></name> <name><surname>Zhao</surname> <given-names>Z.</given-names></name> <name><surname>Zhao</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Wang</surname> <given-names>C.</given-names></name> <name><surname>Yang</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title><italic>Lactobacillus plantarum</italic> DP189 prevents cognitive dysfunction in D-galactose/AlCl(3) induced mouse model of Alzheimer&#x2019;s disease via modulating gut microbiota and PI3K/Akt/GSK-3beta signaling pathway.</article-title> <source><italic>Nutr. Neurosci.</italic></source> <volume>25</volume> <fpage>2588</fpage>&#x2013;<lpage>2600</lpage>. <pub-id pub-id-type="doi">10.1080/1028415X.2021.1991556</pub-id> <pub-id pub-id-type="pmid">34755592</pub-id></citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spires-Jones</surname> <given-names>T. L.</given-names></name> <name><surname>Hyman</surname> <given-names>B. T.</given-names></name></person-group> (<year>2014</year>). <article-title>The intersection of amyloid beta and tau at synapses in Alzheimer&#x2019;s disease.</article-title> <source><italic>Neuron</italic></source> <volume>82</volume> <fpage>756</fpage>&#x2013;<lpage>771</lpage>.</citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stadlbauer</surname> <given-names>V.</given-names></name> <name><surname>Engertsberger</surname> <given-names>L.</given-names></name> <name><surname>Komarova</surname> <given-names>I.</given-names></name> <name><surname>Feldbacher</surname> <given-names>N.</given-names></name> <name><surname>Leber</surname> <given-names>B.</given-names></name> <name><surname>Pichler</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Dysbiosis, gut barrier dysfunction and inflammation in dementia: A pilot study.</article-title> <source><italic>BMC Geriatr.</italic></source> <volume>20</volume>:<issue>248</issue>. <pub-id pub-id-type="doi">10.1186/s12877-020-01644-2</pub-id> <pub-id pub-id-type="pmid">32690030</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>Y.</given-names></name> <name><surname>Ma</surname> <given-names>C.</given-names></name> <name><surname>Sun</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Peng</surname> <given-names>W.</given-names></name> <name><surname>Zhou</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Metabolism: A novel shared link between diabetes mellitus and Alzheimer&#x2019;s disease.</article-title> <source><italic>J. Diabetes Res.</italic></source> <volume>2020</volume>:<issue>4981814</issue>.</citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Takenoshita</surname> <given-names>N.</given-names></name> <name><surname>Fukasawa</surname> <given-names>R.</given-names></name> <name><surname>Ogawa</surname> <given-names>Y.</given-names></name> <name><surname>Shimizu</surname> <given-names>S.</given-names></name> <name><surname>Umahara</surname> <given-names>T.</given-names></name> <name><surname>Ishii</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Amyloid and tau positron emission tomography in suggested diabetesrelated dementia.</article-title> <source><italic>Curr. Alzheimer Res.</italic></source> <volume>15</volume> <fpage>1062</fpage>&#x2013;<lpage>1069</lpage>. <pub-id pub-id-type="doi">10.2174/1567205015666180709113338</pub-id> <pub-id pub-id-type="pmid">29984653</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>G.</given-names></name> <name><surname>Du</surname> <given-names>Y.</given-names></name> <name><surname>Guan</surname> <given-names>H.</given-names></name> <name><surname>Jia</surname> <given-names>J.</given-names></name> <name><surname>Zhu</surname> <given-names>N.</given-names></name> <name><surname>Shi</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Butyrate ameliorates skeletal muscle atrophy in diabetic nephropathy by enhancing gut barrier function and FFA2-mediated PI3K/Akt/mTOR signals.</article-title> <source><italic>Br. J. Pharmacol.</italic></source> <volume>179</volume> <fpage>159</fpage>&#x2013;<lpage>178</lpage>. <pub-id pub-id-type="doi">10.1111/bph.15693</pub-id> <pub-id pub-id-type="pmid">34638162</pub-id></citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>S. C.</given-names></name> <name><surname>Arumugam</surname> <given-names>T. V.</given-names></name> <name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>Cheng</surname> <given-names>A.</given-names></name> <name><surname>Mughal</surname> <given-names>M. R.</given-names></name> <name><surname>Jo</surname> <given-names>D. G.</given-names></name><etal/></person-group> (<year>2007</year>). <article-title>Pivotal role for neuronal Toll-like receptors in ischemic brain injury and functional deficits.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>104</volume> <fpage>13798</fpage>&#x2013;<lpage>13803</lpage>.</citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tayeb</surname> <given-names>H. O.</given-names></name> <name><surname>Murray</surname> <given-names>E. D.</given-names></name> <name><surname>Price</surname> <given-names>B. H.</given-names></name> <name><surname>Tarazi</surname> <given-names>F. I.</given-names></name></person-group> (<year>2013</year>). <article-title>Bapineuzumab and solanezumab for Alzheimer&#x2019;s disease: Is the &#x2018;amyloid cascade hypothesis&#x2019; still alive?</article-title> <source><italic>Expert Opin. Biol. Ther.</italic></source> <volume>13</volume> <fpage>1075</fpage>&#x2013;<lpage>1084</lpage>. <pub-id pub-id-type="doi">10.1517/14712598.2013.789856</pub-id> <pub-id pub-id-type="pmid">23574434</pub-id></citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Theofilas</surname> <given-names>P.</given-names></name> <name><surname>Ehrenberg</surname> <given-names>A. J.</given-names></name> <name><surname>Dunlop</surname> <given-names>S.</given-names></name> <name><surname>Di Lorenzo Alho</surname> <given-names>A. T.</given-names></name> <name><surname>Nguy</surname> <given-names>A.</given-names></name> <name><surname>Leite</surname> <given-names>R. E. P.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Locus coeruleus volume and cell population changes during Alzheimer&#x2019;s disease progression: A stereological study in human postmortem brains with potential implication for early-stage biomarker discovery.</article-title> <source><italic>Alzheimers Dement.</italic></source> <volume>13</volume> <fpage>236</fpage>&#x2013;<lpage>246</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2016.06.2362</pub-id> <pub-id pub-id-type="pmid">27513978</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Townsend</surname> <given-names>M.</given-names></name> <name><surname>Mehta</surname> <given-names>T.</given-names></name> <name><surname>Selkoe</surname> <given-names>D. J.</given-names></name></person-group> (<year>2007</year>). <article-title>Soluble Abeta inhibits specific signal transduction cascades common to the insulin receptor pathway.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>282</volume> <fpage>33305</fpage>&#x2013;<lpage>33312</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M610390200</pub-id> <pub-id pub-id-type="pmid">17855343</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Uberti</surname> <given-names>A. F.</given-names></name> <name><surname>Callai-Silva</surname> <given-names>N.</given-names></name> <name><surname>Grahl</surname> <given-names>M. V. C.</given-names></name> <name><surname>Piovesan</surname> <given-names>A. R.</given-names></name> <name><surname>Nachtigall</surname> <given-names>E. G.</given-names></name> <name><surname>Furini</surname> <given-names>C. R. G.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title><italic>Helicobacter pylori</italic> urease: Potential contributions to Alzheimer&#x2019;s disease.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>23</volume>:<issue>3091</issue>. <pub-id pub-id-type="doi">10.3390/ijms23063091</pub-id> <pub-id pub-id-type="pmid">35328512</pub-id></citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vogt</surname> <given-names>N. M.</given-names></name> <name><surname>Kerby</surname> <given-names>R. L.</given-names></name> <name><surname>Dill-Mcfarland</surname> <given-names>K. A.</given-names></name> <name><surname>Harding</surname> <given-names>S. J.</given-names></name> <name><surname>Merluzzi</surname> <given-names>A. P.</given-names></name> <name><surname>Johnson</surname> <given-names>S. C.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Gut microbiome alterations in Alzheimer&#x2019;s disease.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>7</volume>:<issue>13537</issue>.</citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Ji</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>S.</given-names></name> <name><surname>Liu</surname> <given-names>H.</given-names></name> <name><surname>Zhang</surname> <given-names>W.</given-names></name> <name><surname>Zhang</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Probiotic <italic>Lactobacillus plantarum</italic> promotes intestinal barrier function by strengthening the epithelium and modulating gut microbiota.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>9</volume>:<issue>1953</issue>. <pub-id pub-id-type="doi">10.3389/fmicb.2018.01953</pub-id> <pub-id pub-id-type="pmid">30197632</pub-id></citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X. L.</given-names></name> <name><surname>Zeng</surname> <given-names>J.</given-names></name> <name><surname>Feng</surname> <given-names>J.</given-names></name> <name><surname>Tian</surname> <given-names>Y. T.</given-names></name> <name><surname>Liu</surname> <given-names>Y. J.</given-names></name> <name><surname>Qiu</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title><italic>Helicobacter pylori</italic> filtrate impairs spatial learning and memory in rats and increases beta-amyloid by enhancing expression of presenilin-2.</article-title> <source><italic>Front. Aging Neurosci.</italic></source> <volume>6</volume>:<issue>66</issue>. <pub-id pub-id-type="doi">10.3389/fnagi.2014.00066</pub-id> <pub-id pub-id-type="pmid">24782763</pub-id></citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wei</surname> <given-names>Z.</given-names></name> <name><surname>Koya</surname> <given-names>J.</given-names></name> <name><surname>Reznik</surname> <given-names>S. E.</given-names></name></person-group> (<year>2021</year>). <article-title>Insulin resistance exacerbates Alzheimer disease via multiple mechanisms.</article-title> <source><italic>Front. Neurosci.</italic></source> <volume>15</volume>:<issue>687157</issue>.</citation></ref>
<ref id="B98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>W. L.</given-names></name> <name><surname>Qiu</surname> <given-names>C. X.</given-names></name> <name><surname>Wahlin</surname> <given-names>A.</given-names></name> <name><surname>Winblad</surname> <given-names>B.</given-names></name> <name><surname>Fratiglioni</surname> <given-names>L.</given-names></name></person-group> (<year>2004</year>). <article-title>Diabetes mellitus and risk of dementia in the Kungsholmen project: A 6-year follow-up study.</article-title> <source><italic>Neurology</italic></source> <volume>63</volume> <fpage>1181</fpage>&#x2013;<lpage>1186</lpage>. <pub-id pub-id-type="doi">10.1212/01.wnl.0000140291.86406.d1</pub-id> <pub-id pub-id-type="pmid">15477535</pub-id></citation></ref>
<ref id="B99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname> <given-names>F.</given-names></name> <name><surname>Li</surname> <given-names>N.</given-names></name> <name><surname>Shi</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Yue</surname> <given-names>Y.</given-names></name> <name><surname>Jiao</surname> <given-names>W.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title><italic>Lactobacillus acidophilus</italic> alleviates type 2 diabetes by regulating hepatic glucose, lipid metabolism and gut microbiota in mice.</article-title> <source><italic>Food Funct.</italic></source> <volume>10</volume> <fpage>5804</fpage>&#x2013;<lpage>5815</lpage>. <pub-id pub-id-type="doi">10.1039/c9fo01062a</pub-id> <pub-id pub-id-type="pmid">31461095</pub-id></citation></ref>
<ref id="B100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname> <given-names>J.</given-names></name> <name><surname>Herzog</surname> <given-names>J. W.</given-names></name> <name><surname>Tsang</surname> <given-names>K.</given-names></name> <name><surname>Brennan</surname> <given-names>C. A.</given-names></name> <name><surname>Bower</surname> <given-names>M. A.</given-names></name> <name><surname>Garrett</surname> <given-names>W. S.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Gut microbiota induce IGF-1 and promote bone formation and growth.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>113</volume> <fpage>E7554</fpage>&#x2013;<lpage>E7563</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1607235113</pub-id> <pub-id pub-id-type="pmid">27821775</pub-id></citation></ref>
<ref id="B101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yanguas-Cas&#x00E1;s</surname> <given-names>N.</given-names></name> <name><surname>Crespo-Castrillo</surname> <given-names>A.</given-names></name> <name><surname>de Ceballos</surname> <given-names>M. L.</given-names></name> <name><surname>Chowen</surname> <given-names>J. A.</given-names></name> <name><surname>Azcoitia</surname> <given-names>I.</given-names></name> <name><surname>Arevalo</surname> <given-names>M. A.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Sex differences in the phagocytic and migratory activity of microglia and their impairment by palmitic acid.</article-title> <source><italic>Glia</italic></source> <volume>66</volume> <fpage>522</fpage>&#x2013;<lpage>537</lpage>. <pub-id pub-id-type="doi">10.1002/glia.23263</pub-id> <pub-id pub-id-type="pmid">29139169</pub-id></citation></ref>
<ref id="B102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yoshiyama</surname> <given-names>Y.</given-names></name> <name><surname>Higuchi</surname> <given-names>M.</given-names></name> <name><surname>Zhang</surname> <given-names>B.</given-names></name> <name><surname>Huang</surname> <given-names>S. M.</given-names></name> <name><surname>Iwata</surname> <given-names>N.</given-names></name> <name><surname>Saido</surname> <given-names>T. C.</given-names></name><etal/></person-group> (<year>2007</year>). <article-title>Synapse loss and microglial activation precede tangles in a P301S tauopathy mouse model.</article-title> <source><italic>Neuron</italic></source> <volume>53</volume> <fpage>337</fpage>&#x2013;<lpage>351</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2007.01.010</pub-id> <pub-id pub-id-type="pmid">17270732</pub-id></citation></ref>
<ref id="B103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Huang</surname> <given-names>N. Q.</given-names></name> <name><surname>Yan</surname> <given-names>F.</given-names></name> <name><surname>Jin</surname> <given-names>H.</given-names></name> <name><surname>Zhou</surname> <given-names>S. Y.</given-names></name> <name><surname>Shi</surname> <given-names>J. S.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Diabetes mellitus and Alzheimer&#x2019;s disease: GSK-3beta as a potential link.</article-title> <source><italic>Behav. Brain Res.</italic></source> <volume>339</volume> <fpage>57</fpage>&#x2013;<lpage>65</lpage>.</citation></ref>
<ref id="B104"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>W. Q.</given-names></name> <name><surname>Townsend</surname> <given-names>M.</given-names></name></person-group> (<year>2009</year>). <article-title>Insulin resistance and amyloidogenesis as common molecular foundation for type 2 diabetes and Alzheimer&#x2019;s disease.</article-title> <source><italic>Biochim. Biophys. Acta</italic></source> <volume>1792</volume> <fpage>482</fpage>&#x2013;<lpage>496</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbadis.2008.10.014</pub-id> <pub-id pub-id-type="pmid">19026743</pub-id></citation></ref>
</ref-list>
</back>
</article>