<?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:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fphys.2021.770455</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Mechanisms Linking the Gut-Muscle Axis With Muscle Protein Metabolism and Anabolic Resistance: Implications for Older Adults at Risk of Sarcopenia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Prokopidis</surname> <given-names>Konstantinos</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1279938/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chambers</surname> <given-names>Edward</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1030882/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ni Lochlainn</surname> <given-names>Mary</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Witard</surname> <given-names>Oliver C.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/429867/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Musculoskeletal Biology, Institute of Life Course and Medical Sciences, University of Liverpool</institution>, <addr-line>Liverpool</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Twin Research and Genetic Epidemiology, King&#x2019;s College London</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff4"><sup>4</sup><institution>Faculty of Life Sciences and Medicine, Centre for Human and Applied Physiological Sciences, King&#x2019;s College London</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Llion Arwyn Roberts, Griffith University, Australia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Andrea Ticinesi, University of Parma, Italy; Sergio Perez-Burillo, University of Granada, Spain</p></fn>
<corresp id="c001">&#x002A;Correspondence: Konstantinos Prokopidis, <email>k.prokopidis@liverpool.ac.uk</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Integrative Physiology, a section of the journal Frontiers in Physiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>770455</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Prokopidis, Chambers, Ni Lochlainn and Witard.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Prokopidis, Chambers, Ni Lochlainn and Witard</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Aging is associated with a decline in skeletal muscle mass and function&#x2014;termed sarcopenia&#x2014;as mediated, in part, by muscle anabolic resistance. This metabolic phenomenon describes the impaired response of muscle protein synthesis (MPS) to the provision of dietary amino acids and practice of resistance-based exercise. Recent observations highlight the gut-muscle axis as a physiological target for combatting anabolic resistance and reducing risk of sarcopenia. Experimental studies, primarily conducted in animal models of aging, suggest a mechanistic link between the gut microbiota and muscle atrophy, mediated via the modulation of systemic amino acid availability and low-grade inflammation that are both physiological factors known to underpin anabolic resistance. Moreover, <italic>in vivo</italic> and <italic>in vitro</italic> studies demonstrate the action of specific gut bacteria (<italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic>) to increase systemic amino acid availability and elicit an anti-inflammatory response in the intestinal lumen. Prospective lifestyle approaches that target the gut-muscle axis have recently been examined in the context of mitigating sarcopenia risk. These approaches include increasing dietary fiber intake that promotes the growth and development of gut bacteria, thus enhancing the production of short-chain fatty acids (SCFA) (acetate, propionate, and butyrate). Prebiotic/probiotic/symbiotic supplementation also generates SCFA and may mitigate low-grade inflammation in older adults via modulation of the gut microbiota. Preliminary evidence also highlights the role of exercise in increasing the production of SCFA. Accordingly, lifestyle approaches that combine diets rich in fiber and probiotic supplementation with exercise training may serve to produce SCFA and increase microbial diversity, and thus may target the gut-muscle axis in mitigating anabolic resistance in older adults. Future mechanistic studies are warranted to establish the direct physiological action of distinct gut microbiota phenotypes on amino acid utilization and the postprandial stimulation of muscle protein synthesis in older adults.</p>
</abstract>
<kwd-group>
<kwd>anabolic resistance</kwd>
<kwd>sarcopenia</kwd>
<kwd>gut microbiota</kwd>
<kwd>dietary fiber</kwd>
<kwd>skeletal muscle</kwd>
<kwd>exercise</kwd>
</kwd-group>
<contract-sponsor id="cn001">University of Liverpool<named-content content-type="fundref-id">10.13039/501100000836</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="166"/>
<page-count count="12"/>
<word-count count="11869"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Sarcopenia is described as the age-related decline in skeletal muscle mass and function (<xref ref-type="bibr" rid="B127">Rosenberg, 1997</xref>) that was recently recognized as an independent geriatric condition (<xref ref-type="bibr" rid="B32">Cao and Morley, 2016</xref>) and is reported to affect 8&#x2013;13% of older adults (<xref ref-type="bibr" rid="B131">Shafiee et al., 2017</xref>). Although aging is associated with a progressive decline in muscle mass and strength, an accelerated deterioration of muscle functional capacity has been observed in individuals with sarcopenia (<xref ref-type="bibr" rid="B51">Cruz-Jentoft et al., 2019</xref>). The clinical implications of sarcopenia include&#x2014;but are not limited to&#x2014;an increased incidence of falls and fractures, frailty, loss of mobility and independence, and premature mortality among older adults (<xref ref-type="bibr" rid="B51">Cruz-Jentoft et al., 2019</xref>). Hence, understanding the interplay between physiological mechanisms that underpin sarcopenia is fundamental to developing targeted and effective lifestyle approaches to reduce sarcopenia risk in our aging population.</p>
<p>Multiple physiological factors are proposed to underpin sarcopenia. These factors include&#x2014;but are not limited to&#x2014;age-related changes in hormonal milieu (<xref ref-type="bibr" rid="B128">Sakuma and Yamaguchi, 2012</xref>), and gut physiology (<xref ref-type="bibr" rid="B4">Azzolino et al., 2019</xref>), a chronic state of low-grade inflammation (<xref ref-type="bibr" rid="B12">Beyer et al., 2012</xref>), insulin resistance (<xref ref-type="bibr" rid="B48">Cleasby et al., 2016</xref>), DNA damage, elevated oxidative stress, mitochondrial dysfunction (<xref ref-type="bibr" rid="B73">Jackson and McArdle, 2016</xref>), and suppressed satellite cell activity (<xref ref-type="bibr" rid="B134">Snijders et al., 2015</xref>), as reviewed previously (<xref ref-type="bibr" rid="B153">von Haehling et al., 2012</xref>). Ultimately, muscle atrophy is underpinned by a state of negative muscle protein balance whereby rates of muscle protein breakdown (MPB) exceed rates of muscle protein synthesis (MPS) over a given period of time. Of these two metabolic processes, there is general consensus that a diminished capacity for older adults to stimulate MPS, as opposed to an acceleration of MPB, mediates muscle atrophy with aging, at least in healthy individuals (<xref ref-type="bibr" rid="B146">Tipton et al., 2018</xref>). In this regard, whereas comparative studies of young and older adults have reported no clear differences in basal postabsorptive rates of MPS, an impaired response of MPS to ingestion of meal-like quantities of protein (<xref ref-type="bibr" rid="B66">Guillet et al., 2004</xref>; <xref ref-type="bibr" rid="B52">Cuthbertson et al., 2005</xref>; <xref ref-type="bibr" rid="B106">Moore et al., 2015</xref>) and/or other anabolic stimuli such as resistance exercise (<xref ref-type="bibr" rid="B78">Kumar et al., 2009</xref>; <xref ref-type="bibr" rid="B55">Durham et al., 2010</xref>) have been consistently reported with advanced age. This metabolic phenomenon has been coined muscle anabolic resistance (AR) and is proposed to contribute to the progressive decline in skeletal muscle mass associated with aging.</p>
<p>The physiological mechanisms that mediate AR are multi-factorial but, to this end, are not fully understood (<xref ref-type="bibr" rid="B27">Burd et al., 2012</xref>). Fundamentally, the diminished capacity for older adults to stimulate MPS is underpinned by a reduced systemic (<xref ref-type="bibr" rid="B19">Boh&#x00E9; et al., 2003</xref>) and/or intracellular availability of amino acids (<xref ref-type="bibr" rid="B76">Kimball and Jefferson, 2002</xref>). Physiological processes that contribute to this age-related decline in amino acid availability include an increased splanchnic retention of amino acids leading to reduced peripheral amino acid availability (<xref ref-type="bibr" rid="B20">Boirie et al., 1997</xref>), a reduction in amino acid transport to muscle tissue (<xref ref-type="bibr" rid="B16">Biolo et al., 1995</xref>), and an impairment in microvascular perfusion (capillary recruitment and dilation) (<xref ref-type="bibr" rid="B118">Phillips et al., 2015</xref>). Recent evidence also indicates an important role for the human gut microbiota environment in regulating the utilization of amino acids (<xref ref-type="bibr" rid="B162">Yatsunenko et al., 2012</xref>; <xref ref-type="bibr" rid="B145">Ticinesi et al., 2019</xref>). In this regard, gut microbiota dysbiosis (<xref ref-type="bibr" rid="B96">Mahnic et al., 2020</xref>) is a physiological phenomenon that describes an altered gut microbiota composition (<xref ref-type="bibr" rid="B13">Biagi et al., 2010</xref>; <xref ref-type="bibr" rid="B116">Odamaki et al., 2016</xref>) and diversity (<xref ref-type="bibr" rid="B110">Nagpal et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Coman and Cristian, 2020</xref>), and is proposed as another mediator of age-related AR. Further evidence also exists that an altered gut microbiota may directly increase risk of sarcopenia through specific bacterial depletion and fecal transplantation (<xref ref-type="bibr" rid="B89">Liu et al., 2021</xref>). Hence, the aims of this opinion narrative review are two-fold. First, to offer hypothesis-driven insights into possible pathophysiological mechanisms linking gut microbiota dysbiosis with impaired skeletal muscle metabolism in older adults. Second, and based on limited existing evidence, to propose a series of potential, non-pharmacological, strategies targeted at combatting AR via modulation of the gut microbiota. Interventional approaches addressed in this narrative review are by no means exhaustive and are focused on dietary fiber consumption, probiotic and prebiotic supplementation, and resistance exercise training.</p>
</sec>
<sec id="S2">
<title>Gut Microbiota in Aging</title>
<p>The structure and diversity of the human gut microbiome plays a key regulatory role in physiological, metabolic, and immune function, and thus impacts human health and disease risk (<xref ref-type="bibr" rid="B67">Guinane and Cotter, 2013</xref>). Specifically, the gut microbiome contains millions of diverse microorganisms, termed gut microbiota, that modulate various metabolic pathways, including inflammatory gene expression, innate immune effector cells (i.e., monocytes, macrophages), glucose tolerance, and the release of gut hormones (<xref ref-type="bibr" rid="B101">Martin et al., 2019</xref>; <xref ref-type="bibr" rid="B164">Zheng et al., 2020</xref>). The multiple microbial phyla of the gut microbiome include <italic>Proteobacteria, Fusobacteria, Actinobacteria, Verrucomicrobia</italic>, <italic>Firmicutes</italic> (<italic>Clostridium, Enterococcus, Ruminococcus, Lactobacillus</italic>), and <italic>Bacteroidetes</italic> (<italic>Prevotella, Bacteroides</italic>), and account for the majority of the microbiota species present in the gut (<xref ref-type="bibr" rid="B157">Wang et al., 2020</xref>), although several bacterial species may be found in other organs including muscle, brain, liver, heart, and adipose tissue (<xref ref-type="bibr" rid="B90">Lluch et al., 2015</xref>).</p>
<p>The composition of gut microbiota is modulated by several factors including genetics, diet and physical activity levels (<xref ref-type="bibr" rid="B105">Milani et al., 2016</xref>; <xref ref-type="bibr" rid="B143">Ticinesi et al., 2017</xref>). Aging also is strongly associated with a decline in gut microbiome diversity species in the duodenum, jejunum, ileum, and colon (<xref ref-type="bibr" rid="B136">Sovran et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Badal et al., 2020</xref>). Taxonomic differences during aging have been observed, namely that older adults are accompanied by higher levels of <italic>Bacteroides, Eubacterium</italic>, and <italic>Clostridiaceae</italic>, and decreased <italic>Bifidobacterium</italic> compared to young adults (<xref ref-type="bibr" rid="B162">Yatsunenko et al., 2012</xref>; <xref ref-type="bibr" rid="B116">Odamaki et al., 2016</xref>; <xref ref-type="bibr" rid="B137">Stewart et al., 2018</xref>). During the aging process, epithelial cell tight junctions are weakened (<xref ref-type="bibr" rid="B92">Lustgarten, 2016</xref>), decreasing the expression of intestinal epithelial tight junctions proteins (<xref ref-type="bibr" rid="B147">Tran and Greenwood-Van Meerveld, 2013</xref>). This disrupted intestinal barrier is linked to reduced intestinal motility and increased permeability, that are associated with higher levels of low-grade inflammation and immunosenescence that accompany various age-associated conditions (<xref ref-type="bibr" rid="B11">Belkaid and Hand, 2014</xref>; <xref ref-type="bibr" rid="B22">Bosco and Noti, 2021</xref>). Therefore, the various taxonomic changes that occur over time via altered microbial function and composition may affect immune and metabolic health with advancing age (<xref ref-type="bibr" rid="B88">Ling et al., 2020</xref>).</p>
</sec>
<sec id="S3">
<title>The Gut-Muscle Axis in Sarcopenia</title>
<p>Multiple lines of evidence from rodent studies suggest that the gut microbiota may be linked with sarcopenia. First, the microbiota of older mice was shown to exhibit an abundance of the <italic>Rikenellaceae</italic> family that is associated with an increased frailty index in a dose-dependent manner (<xref ref-type="bibr" rid="B81">Langille et al., 2014</xref>). Second, a higher <italic>Sutterella</italic> to <italic>Barneseilla</italic> ratio has been reported in older sarcopenic vs. healthy adult rats, corresponding with an altered inflammatory and immune profile and decline in triceps and gastrocnemius size (<xref ref-type="bibr" rid="B133">Siddharth et al., 2017</xref>). Third, germ-free mice that lack the gut microbiota of pathogen-free mice exhibit a greater decline in skeletal muscle mass, quality and neuromuscular function compared to pathogen-free mice (<xref ref-type="bibr" rid="B79">Lahiri et al., 2019</xref>), despite having similar body weight (<xref ref-type="bibr" rid="B70">Hsu et al., 2015</xref>). Finally, antibiotic-treated mice were accompanied by increased muscle atrophy (<xref ref-type="bibr" rid="B97">Manickam et al., 2018</xref>; <xref ref-type="bibr" rid="B111">Nay et al., 2019</xref>; <xref ref-type="bibr" rid="B117">Okamoto et al., 2019</xref>), that was associated with microbial dysbiosis and inhibition of ileal fibroblast growth factor 15 (FGF15), whereas muscle atrophy was reversed following FGF19 treatment (<xref ref-type="bibr" rid="B123">Qiu et al., 2021</xref>). Hence, some mechanistic evidence exists in animal models that the gut microbiome may play a key role in physical performance, given that germ-free and antibiotic-treated mice express lower competence during muscle loading (<xref ref-type="bibr" rid="B79">Lahiri et al., 2019</xref>) and swimming time to exhaustion (<xref ref-type="bibr" rid="B70">Hsu et al., 2015</xref>; <xref ref-type="bibr" rid="B71">Huang et al., 2019</xref>), compared to pathogen-free mice.</p>
<p>The hypothesis that the gut microbiota may be linked with sarcopenia has also been examined in humans. Using 16s RNA sequencing, a higher abundance of <italic>Lactobacillus</italic> and a reduction of <italic>Fusicantenibacter, Eubacterium, Lachnospira, Lachnoclostridium</italic>, and <italic>Roseburia</italic> genera was reported in sarcopenic patients compared with healthy controls (<xref ref-type="bibr" rid="B75">Kang et al., 2021</xref>). In addition, cross-sectional studies have revealed a higher ratio of <italic>Firmicutes/Bacteoidetes</italic> and lower overall microbial richness in older adult patient groups compared with healthy young adult controls (<xref ref-type="bibr" rid="B99">Mariat et al., 2009</xref>; <xref ref-type="bibr" rid="B82">Larsen et al., 2010</xref>; <xref ref-type="bibr" rid="B45">Claesson et al., 2012</xref>; <xref ref-type="bibr" rid="B83">Le Chatelier et al., 2013</xref>). Accordingly, a higher abundance of several bacteria, including <italic>Eggerthella</italic>, <italic>Bacteroides/Prevotella, Lactobacillus/Enterococcus</italic>, and a lower abundance of <italic>Enterobacteriaceae</italic>, <italic>Methanobrevibacter</italic>, and <italic>Akkermansia</italic>, have been observed in frail patient groups (<xref ref-type="bibr" rid="B151">Van Tongeren et al., 2005</xref>; <xref ref-type="bibr" rid="B120">Ponziani et al., 2021</xref>). Moreover, in sarcopenic and physically frail populations, an increased abundance of <italic>Oscillospira</italic> and <italic>Ruminococcus</italic>, and a decrease of <italic>Barnesiellacaea</italic> and <italic>Christensenellaceae</italic> taxa also have been reported (<xref ref-type="bibr" rid="B119">Picca et al., 2020</xref>). Similarly, sarcopenic patients displayed a significant reduction in <italic>Faecalibacterium prausnitzii, Roseburia inulinivorans</italic>, and <italic>Alistipes shahii</italic> species that are all competent bacteria with prominent metabolic capacity in producing SCFA (<xref ref-type="bibr" rid="B144">Ticinesi et al., 2020</xref>). The 16S rRNA sequencing of human fecal samples from (pre)sarcopenic individuals showed a decline in <italic>Lachnospira, Fusicantenibacter, Roseburia, Eubacterium</italic>, and <italic>Lachnostrodium</italic> genera, and an increased LPS biosynthesis compared to healthy individuals (<xref ref-type="bibr" rid="B75">Kang et al., 2021</xref>). Taken together, these data indicate a link between the gut microbiota and muscle atrophy, and thus supports a gut-muscle axis hypothesis to explain, in part, skeletal muscle dysfunction during aging.</p>
</sec>
<sec id="S4">
<title>Gut Microbiota and Anabolic Resistance</title>
<p>The gut microbiota also is proposed to play a causal role in AR (<xref ref-type="bibr" rid="B60">Frampton et al., 2020</xref>), as mediated by multiple inter-related physiological mechanisms (<xref ref-type="fig" rid="F1">Figure 1</xref>). The causal mechanisms that underpin AR span several levels of physiology, including the gut, vascular system, and skeletal muscle (<xref ref-type="bibr" rid="B26">Burd et al., 2013</xref>). Altered gut microbiota composition during aging may be involved in oxidative stress, inflammation, and insulin resistance (<xref ref-type="bibr" rid="B65">Grosicki et al., 2018</xref>). An aging gut microbiota may increase intestinal permeability and LPS leakage from the intestinal lumen and cell membranes of gram-negative bacteria into the circulation (<xref ref-type="bibr" rid="B95">Maes et al., 2012</xref>; <xref ref-type="bibr" rid="B1">Alhmoud et al., 2019</xref>). Such modifications are associated with insulin resistance and increased inflammation (<xref ref-type="bibr" rid="B86">Liang et al., 2013</xref>; <xref ref-type="bibr" rid="B44">Choi et al., 2015</xref>; <xref ref-type="bibr" rid="B108">Moszak et al., 2020</xref>), both of which are physiological factors linked with increased risk of sarcopenia (<xref ref-type="bibr" rid="B112">Nelke et al., 2019</xref>; <xref ref-type="bibr" rid="B132">Shou et al., 2020</xref>). Older adults are characterized by increased LPS levels that enhance toll-like receptor 4 (TLR4) signaling, promoting metabolic endotoxemia (<xref ref-type="bibr" rid="B63">Ghosh et al., 2015</xref>). Metabolic endotoxemia may induce systemic inflammation through reactive oxygen species production (<xref ref-type="bibr" rid="B163">Yuan et al., 2013</xref>) and activation of apoptotic pathways (i.e., nuclear factor &#x03BA;B, c-Jun N-terminal kinase), downregulating immune function in older adults (<xref ref-type="bibr" rid="B122">Qian et al., 2012</xref>). Specifically, proinflammatory cytokines (i.e., IL-6 and TNF-a) may modulate LPS-induced proinflammatory responses through TLR4/Mal signaling pathway (<xref ref-type="bibr" rid="B64">Greenhill et al., 2011</xref>). Therefore, the altered function and composition of gut metabolites during aging may be responsible for metabolic perturbations that develop throughout lifespan.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Proposed mechanisms that underpin muscle anabolic resistance via changes in gut microbiota diversity.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fphys-12-770455-g001.tif"/>
</fig>
<p>Regarding gut physiology, amino acid absorption is modulated at the cellular level via active transport by the epithelial intestinal cells in the small intestine located at the surface of enterocytes (<xref ref-type="bibr" rid="B98">Mardinoglu et al., 2015</xref>). These transporters shuttle amino acids into the circulation (<xref ref-type="bibr" rid="B24">Broer, 2008</xref>) via the peptide transporter 1 carrier (<xref ref-type="bibr" rid="B156">Walther et al., 2019</xref>). Recent evidence implicates a role for the human microbial environment in amino acid homeostasis (<xref ref-type="bibr" rid="B162">Yatsunenko et al., 2012</xref>; <xref ref-type="bibr" rid="B145">Ticinesi et al., 2019</xref>). Specifically, human studies demonstrate that the microbial-derived amino acids, e.g., threonine and lysine, are incorporated into the free plasma amino acid pool following consumption of a moderate protein diet, suggesting that disruption of the gut microbiota environment may suppress the microbial-induced production of amino acids (<xref ref-type="bibr" rid="B104">Metges et al., 1999</xref>) and potentially lead to AR. Furthermore, during dietary protein restriction, the gut microbiota is reported to produce amino acids through <italic>de novo</italic> biosynthesis (<xref ref-type="bibr" rid="B87">Lin et al., 2017</xref>) and is implicated in amino acid homeostasis via FGF21 hepatic signaling (<xref ref-type="bibr" rid="B100">Martin et al., 2021</xref>). However, the role of the gut microbiome in modulating the uptake of amino acids, in particular the branched-chain amino acids, into the skeletal muscle cell is yet to be fully elucidated in humans. Future studies are warranted to fill this gap in knowledge, with the likely focus on leucine uptake by skeletal muscle given the role of leucine as both a substrate and signal for the stimulation of MPS (<xref ref-type="bibr" rid="B2">Anthony et al., 2001</xref>).</p>
<p>An alternative mechanism linking the gut microbiota with AR relates to insulin-like growth factor 1 (IGF-1). IGF-1 synthesis regulates nutrient sensing and the stimulation of MPS (<xref ref-type="bibr" rid="B14">Bian et al., 2020</xref>) that is modulated, in part, by the gut microbiota (<xref ref-type="bibr" rid="B161">Yan and Charles, 2018</xref>). This notion is supported by previous studies that associated circulating levels of IGF-1 with a decrease in <italic>Salmonella typhimurium</italic> and <italic>Burkholderia thailandensis</italic> infected mice compared to <italic>Escherichia coli O21: H+</italic> treated mice that retained IGF-1/Akt pathway capacity (<xref ref-type="bibr" rid="B130">Schieber et al., 2015</xref>). At the mechanistic level, IGF-1 is regulatory for muscle growth via the phosphatidylinositol 3-kinase (PI3K)/Akt signaling pathway, and serves to suppress the mRNA transcription and translation process of MPS (<xref ref-type="bibr" rid="B6">Barclay et al., 2019</xref>). A recent study that utilized a 16S ribosomal RNA gene sequencing approach revealed the gut microbiota of intestinal epithelial cell-specific IGF-1 knockout mice exhibited a disrupted intestinal homeostasis and epithelial regeneration in comparison to mice under normal pathological conditions (<xref ref-type="bibr" rid="B165">Zheng et al., 2018</xref>). Hence, it has been suggested that intestinal permeability due to microbiota dysbiosis may induce systemic inflammation (<xref ref-type="bibr" rid="B135">Soendergaard et al., 2017</xref>; <xref ref-type="bibr" rid="B142">Thevaranjan et al., 2017</xref>) and suppress IGF-1R sensitivity, thus initiating a catabolic response through MuRF-1 expression (<xref ref-type="bibr" rid="B6">Barclay et al., 2019</xref>). Given the potential physiological role of the gut microbiota in regulating skeletal muscle metabolism via the modulation of amino acid homeostasis and/or IGF-1 activity, a current focus of physiology research into healthy musculoskeletal aging relates to optimizing the gut microbiota (<xref ref-type="bibr" rid="B145">Ticinesi et al., 2019</xref>; <xref ref-type="bibr" rid="B91">Ni Lochlainn et al., 2021</xref>). It may be considered intuitive that lifestyle (i.e., physical activity, exercise, and diet) approaches targeted at modulating the microbial environment may mitigate AR associated with sarcopenia.</p>
</sec>
<sec id="S5">
<title>Microbiome-Centric Dietary Strategies to Counter Anabolic Resistance</title>
<p>Microbial activity induced by indigestible amino acids promote the production of metabolic end products including short-chain fatty acids (SCFA; acetate, butyrate, propionate), branched-chain fatty acids (BCFA; valerate, isobutyrate, isovalerate), ammines, phenols, thiols, indoles, and ammonia. SCFA modulate epithelial cell function and microbiome physiology, serving as the primary energy source of colonocytes, and thus influence gastrointestinal health (<xref ref-type="bibr" rid="B30">Canfora et al., 2015</xref>). Specifically, acetate is utilized by skeletal muscle cells for ATP production, whereas the metabolic fate of butyrate and propionate primarily relates to gluconeogenesis and cholesterol synthesis (<xref ref-type="bibr" rid="B29">Byrne et al., 2015</xref>). SCFA are produced by dietary fiber fermentation (i.e., resistance starch, oligofructose, inulin, polydextrose, galactoolisaccharides) in the colon and are absorbed via the portal vein during lipid digestion (<xref ref-type="bibr" rid="B37">Chambers et al., 2018b</xref>). In addition, bacterial cross-feeding modulates SCFA production and substrate utilization with regards to human gut physiology (<xref ref-type="bibr" rid="B126">R&#x00ED;os-Covi&#x00E1;n et al., 2016</xref>; <xref ref-type="bibr" rid="B148">Tsukuda and Yahagi, 2021</xref>). For instance, co-cultured <italic>Bacteroides uniformis</italic> and <italic>Escherichia coli</italic> were more effective in agarooligosaccharide degradation compared to their isolated properties (<xref ref-type="bibr" rid="B85">Li et al., 2014</xref>). Similarly, <italic>Bifidobacterium adolescentis</italic> co-cultured with <italic>Bifidobacterium infantis</italic> and <italic>Roseburia A2-183</italic> strains exhibited a synergistic effect on agarotriose utilization and butyrate production (<xref ref-type="bibr" rid="B10">Belenguer et al., 2006</xref>; <xref ref-type="bibr" rid="B85">Li et al., 2014</xref>). Hence, cross-feeding of bacteria taxa is a primary contributor of SCFA synthesis and utilization that may provide useful insight in designing future microbiome-centric interventions to counter AR.</p>
<p>Several amino acids, including glycine, threonine, glutamate, lysine, arginine, ornithine, and aspartate, also play an important role in acetate production, whereas threonine, lysine, and glutamate are involved in butyrate synthesis, and threonine is involved in propionate synthesis (<xref ref-type="bibr" rid="B53">Davila et al., 2013</xref>). SCFA are increasingly recognized as modulators of skeletal muscle metabolism via action of the G protein-coupled receptors GRP41 (FFAR3) and GRP43 (FFAR2) (<xref ref-type="bibr" rid="B115">Nilsson et al., 2003</xref>; <xref ref-type="bibr" rid="B77">Kimura et al., 2014</xref>). GPR41 and GRP43 are understood to stimulate GLP-1 and PYY secretion and increase insulin-mediated glucose uptake in skeletal muscle (<xref ref-type="bibr" rid="B30">Canfora et al., 2015</xref>). <italic>In vivo</italic> studies have demonstrated improvements in insulin sensitivity, mitochondrial biogenesis and function, reduced adiposity, and an increase in type I muscle fiber composition following SCFA administration (<xref ref-type="bibr" rid="B61">Fushimi et al., 2001</xref>; <xref ref-type="bibr" rid="B62">Gao et al., 2009</xref>; <xref ref-type="bibr" rid="B69">Hong et al., 2016</xref>; <xref ref-type="bibr" rid="B166">Zhou et al., 2021</xref>) that correspond with an increased myoglobin expression (<xref ref-type="bibr" rid="B159">Yamashita et al., 2014</xref>; <xref ref-type="bibr" rid="B102">Maruta et al., 2016</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>). Accordingly, germ-free mice supplemented with SCFA were shown to exhibit greater muscle (gastrocnemius) mass and strength compared to germ-free controls (<xref ref-type="bibr" rid="B79">Lahiri et al., 2019</xref>). Likewise, a 10-week butyrate-enriched diet improved mitochondrial biogenesis, insulin sensitivity, and muscle (quadriceps and gastrocnemius) mass in aged mice compared to butyrate-free controls, whereas no distinguishable differences were observed between younger groups (<xref ref-type="bibr" rid="B155">Walsh et al., 2015</xref>). Collectively, these data imply that SCFA administration may be beneficial in mitigating AR in mice. Likewise, in a human study of young and older adults, the administration of butyrate and propionate was shown to improve fat oxidation, insulin sensitivity, and inflammatory profiles (<xref ref-type="bibr" rid="B39">Chambers et al., 2015</xref>, <xref ref-type="bibr" rid="B36">2018a</xref>, <xref ref-type="bibr" rid="B38">2019</xref>; <xref ref-type="bibr" rid="B49">Cleophas et al., 2019</xref>). Furthermore, an increased capacity for gut microbial synthesis of butyrate was associated with elevated <italic>Faecalibacterium prausnitzii</italic> and <italic>Butyricimonas virosa</italic>, and higher skeletal muscle index (<xref ref-type="bibr" rid="B93">Lv et al., 2021</xref>). Interestingly, older adults with a higher dietary fiber density (grams of fiber consumed/100 kcal) displayed a positive relationship with increased whole body lean mass and butyrate-producing bacteria, including <italic>Ruminococcus, Lachnospira</italic>, and <italic>Clostridia</italic> (<xref ref-type="bibr" rid="B7">Barger et al., 2020</xref>)] compared with older adults consuming lower fiber intake. Consistent with this observation, 13 weeks of soluble fiber supplementation in older adults led to improvements in handgrip strength, although changes in gut microbiota and SCFA were not examined in this study (<xref ref-type="bibr" rid="B25">Buigues et al., 2016</xref>). These observations are in line with a recent study, highlighting an association of higher dietary fiber intake with increased skeletal muscle mass and strength in middle-aged to older adults (<xref ref-type="bibr" rid="B59">Frampton et al., 2021</xref>). To date, no clinical studies have investigated the direct impact of SCFA and high soluble fiber diets on skeletal muscle protein metabolism. Hence, future studies are warranted to investigate the chronic impact of manipulating dietary fiber content in promoting gut derived SCFA and modulating skeletal muscle metabolism and inflammation in older adults.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Proposed role of the gut microbiota in modulating skeletal muscle metabolism under conditions of increased dietary fiber.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fphys-12-770455-g002.tif"/>
</fig>
</sec>
<sec id="S6">
<title>Prebiotic and Probiotic Supplementation as a Strategy to Counter Anabolic Resistance</title>
<p>Preliminary evidence, based on a limited number of hypothesis-driven studies, suggests that probiotic supplementation may confer physiological benefits to host physiology bacteria and thus promote skeletal muscle anabolism. Several studies have investigated the impact of <italic>Lactobacilli</italic> administration on metabolic function. Specifically, there is evidence that <italic>Lactobacillus plantarum</italic> may exert muscle anabolic effects by enhancing protein assimilation and upregulating the activation of mTOR as a molecular driver of MPS, as demonstrated using Drosophila models (<xref ref-type="bibr" rid="B138">Storelli et al., 2011</xref>; <xref ref-type="bibr" rid="B56">Erkosar et al., 2015</xref>). This observation may be explained, at least in part, by a shift in gut microbiota to a higher abundance of butyrate-producing species, leading to an increased IGF-1 activity and reduced pro-inflammatory cytokine secretion, as observed in <italic>Lactobacillus</italic> supplemented mice compared to germ-free counterparts (<xref ref-type="bibr" rid="B15">Bindels et al., 2012</xref>; <xref ref-type="bibr" rid="B43">Chen et al., 2016</xref>, <xref ref-type="bibr" rid="B42">2020</xref>). Furthermore, administration of <italic>Lactobacillus paracasei PS23</italic> resulted in greater mitochondrial function and reduced inflammatory cytokine activity in senescence-accelerated mice, with potential implications for reducing sarcopenia risk (<xref ref-type="bibr" rid="B41">Chen et al., 2019</xref>). Consistent with this finding, the administration of probiotics containing <italic>Lactobacilli</italic> species was shown to reduce systemic levels of IL-6 and TNF-a (<xref ref-type="bibr" rid="B8">Barreto et al., 2014</xref>; <xref ref-type="bibr" rid="B21">Borzabadi et al., 2018</xref>), and improve amino acid absorption kinetics in humans (<xref ref-type="bibr" rid="B74">J&#x00E4;ger et al., 2020</xref>). Hence, there is physiological rationale, albeit relatively limited experiential evidence, to suggest that multiple <italic>Lactobacillus</italic> strains may mitigate AR through a concomitant decrease in systemic inflammation and a greater amino acid utilization in the gut.</p>
<p>The administration of multiple bacterial species may be another strategy to target the gut microbiota and counteract AR. Microbiota transplantation from healthy or undernourished infants into young germ-free mice has demonstrated an increased accumulation of <italic>Ruminococcus gnavus</italic> and <italic>Clostridium symbiosum</italic> that ameliorated lean body mass gains and muscle growth (<xref ref-type="bibr" rid="B18">Blanton et al., 2016</xref>). Consistent with this observation, the transfer of gut microbiota from lean vs. obese pigs to germ-free coincided with marked increases in gastrocnemius muscle fiber size (<xref ref-type="bibr" rid="B160">Yan et al., 2016</xref>), thus highlighting the potential impact of administering multiple bacteria through nutritional targets (i.e., synbiotic supplementation).</p>
<p>The combination of prebiotics (non-digestible fiber) and probiotics, collectively termed synbiotics, provides an emerging nutritional strategy to ingest non-digestible fiber in order to promote the development of specific gut microbiota species. Synbiotics consist of <italic>Bifidobacterium</italic> and <italic>Lactobacillus</italic> species and have been shown to reduce lipid accumulation, enhance muscle performance, and improve gut barrier function in aged mice (<xref ref-type="bibr" rid="B114">Ni et al., 2019</xref>). Moreover, synbiotics may suppress low-grade inflammation through SCFA administration, mediated via a greater composition of colonic bacteria communities in older adults (<xref ref-type="bibr" rid="B80">Lahtinen et al., 2009</xref>; <xref ref-type="bibr" rid="B94">Macfarlane et al., 2013</xref>), although this observation is not universal (<xref ref-type="bibr" rid="B113">Neto et al., 2013</xref>). Accordingly, probiotic (i.e., <italic>Lactobacillus salivarius, Lactobacillus plantarum TWK10</italic>) and prebiotic (i.e., inulin) supplementation has been proposed as a promising strategy to facilitate the provision of a healthy gut microbiota, reducing systemic inflammation and improving exercise performance and muscle strength (<xref ref-type="bibr" rid="B158">Xiao et al., 2014</xref>; <xref ref-type="bibr" rid="B41">Chen et al., 2019</xref>; <xref ref-type="bibr" rid="B84">Lee et al., 2020</xref>). Consistent with this notion, several experimental trials have demonstrated microbial enrichment accompanied by reduced proinflammatory cytokine secretion (<xref ref-type="bibr" rid="B154">Vulevic et al., 2008</xref>), improved insulin sensitivity (<xref ref-type="bibr" rid="B31">Cani et al., 2009</xref>; <xref ref-type="bibr" rid="B150">van der Beek et al., 2018</xref>), handgrip strength (<xref ref-type="bibr" rid="B25">Buigues et al., 2016</xref>) and frailty conditions (<xref ref-type="bibr" rid="B141">Theou et al., 2019</xref>), and increased SCFA concentrations (<xref ref-type="bibr" rid="B125">Rebello et al., 2016</xref>) in both young and older adults. Hence, various parameters (i.e., low-grade inflammation and insulin resistance) associated with AR may be attenuated with prebiotic, probiotic, and/or synbiotic administration. To our knowledge, no studies have investigated the impact of microbial species on the stimulation of MPS and/or activation of mTOR related signaling in older adults. Therefore, future studies are warranted to investigate the impact of prebiotic or probiotic supplementation on the production of gut microbiota strains and subsequent stimulation and/or suppression of MPS and MPB, respectively, in young and older adults.</p>
</sec>
<sec id="S7">
<title>Exercise as a Strategy to Counter Anabolic Resistance Via the Modulation of Gut Microbiota</title>
<p>Exercise/physical activity is a crucial component of any strategy designed to prevent and/or treat sarcopenia, which may be mediated, in part, by modulating the gut microbiome (<xref ref-type="bibr" rid="B139">Strasser et al., 2021</xref>). Accordingly, the impact of exercise training in modulating the gut microbiota has primarily been established in physically active populations and animal models in the context of aerobic-based exercise (<xref ref-type="bibr" rid="B35">Cerd&#x00E1; et al., 2016</xref>; <xref ref-type="bibr" rid="B140">Taniguchi et al., 2018</xref>; <xref ref-type="bibr" rid="B107">Morita et al., 2019</xref>; <xref ref-type="bibr" rid="B121">Przew&#x0142;&#x00F3;cka et al., 2020</xref>; <xref ref-type="bibr" rid="B47">Clauss et al., 2021</xref>). Specifically, <italic>Bacteroides fragilis</italic> gnotobiotic mice improved swimming exercise capacity and reduced physical fatigue compared to germ-free mice (<xref ref-type="bibr" rid="B70">Hsu et al., 2015</xref>), and similar results were observed in gnotobiotic models containing <italic>Eubacterium rectale, Lactobacillus plantarum</italic>, and <italic>Clostridium coccoides</italic> bacteria (<xref ref-type="bibr" rid="B71">Huang et al., 2019</xref>). Similarly, inoculation of <italic>Veillonella atypica</italic> in mice improved running exercise capacity and appeared to be mediated via the conversion of exercise-induced lactate to propionate (<xref ref-type="bibr" rid="B129">Scheiman et al., 2019</xref>), whereas the combination of aerobic exercise with <italic>Bifidobacterium longum</italic> administration may further improve aerobic capacity and inflammatory status as demonstrated in mice supplemented with a probiotic strain isolated from an elite Olympic athlete (<xref ref-type="bibr" rid="B72">Huang et al., 2020</xref>). Recently, <xref ref-type="bibr" rid="B149">Valentino et al. (2021)</xref> showed that antibiotic-treated mice resulted in a disrupted gut microbiome, which was correlated with less hypertrophy of soleus type I and IIa, and plantaris type IIb muscle fibers compared to untreated counterparts following progressive weighted wheel running (<xref ref-type="bibr" rid="B149">Valentino et al., 2021</xref>). Furthermore, another study characterized professional athletes as exhibiting more diverse microbial communities and bacterial species involved in SCFA production compared to age-matched sedentary individuals (<xref ref-type="bibr" rid="B9">Barton et al., 2018</xref>). This observation may explain the role of exercise training in promoting SCFA biosynthesis (<xref ref-type="bibr" rid="B46">Clarke et al., 2014</xref>; <xref ref-type="bibr" rid="B54">Dumas et al., 2017</xref>; <xref ref-type="bibr" rid="B109">Murtaza et al., 2019</xref>). Consistent with this observation, the implementation of a training program that combined aerobic and resistance exercise resulted in an increased abundance of <italic>Blautia</italic>, <italic>Dialister</italic>, and <italic>Roseburia</italic>, and decreased abundance of <italic>Proteobacteria</italic> and <italic>Gammaproteobacteria</italic> phylum in obese children (<xref ref-type="bibr" rid="B124">Quiroga et al., 2020</xref>). However, 12 weeks into the intervention, no differences in gut microbiota profile were detected between the obese children and an age-matched, healthy control cohort.</p>
<p>A bidirectional relationship between exercise and bacterial strains has been reported in older adults supplemented with <italic>Lactobacillus casei</italic>, which was associated with increased physical activity levels as measured via daily step count (<xref ref-type="bibr" rid="B3">Aoyagi et al., 2019</xref>). Observational data reveal that physically active older adults are characterized by an increased abundance of <italic>Bifidobacteriales</italic> and <italic>Clostridiales</italic> species (<xref ref-type="bibr" rid="B34">Castro-Mej&#x00ED;a et al., 2020</xref>). This observation is not consistent with previous studies that indicated a decreased microbial diversity during sedentarism (<xref ref-type="bibr" rid="B23">Bressa et al., 2017</xref>; <xref ref-type="bibr" rid="B33">Castellanos et al., 2020</xref>). Moreover, differences in bacteria taxa have been observed through higher <italic>Faecalibacterium prausnitzii</italic> and lower <italic>Parasutterella excrementihominis</italic> between physically active and community-dwelling older adults (<xref ref-type="bibr" rid="B57">Fart et al., 2020</xref>). However, limited data in humans has been generated regarding the modulation of gut microbiota with resistance training in older adults.</p>
<p>Although endurance exercise confers multiple metabolic health benefits, including improved insulin sensitivity, mitochondrial function, and maximal oxygen consumption (<xref ref-type="bibr" rid="B17">Bird and Hawley, 2017</xref>; <xref ref-type="bibr" rid="B68">Hargreaves and Spriet, 2020</xref>), resistance training provides the most robust anabolic stimulus to mitigate age-related AR (<xref ref-type="bibr" rid="B103">Mcleod et al., 2019</xref>). Preliminary <italic>in vivo</italic> data suggest an improvement in gut microbiota diversity and composition in response to resistance training (<xref ref-type="bibr" rid="B40">Chen et al., 2021</xref>). Specifically, a previous study revealed a reduced relative abundance of pro-inflammatory-induced species, including <italic>Pseudomonas</italic>, <italic>Serratia</italic>, <italic>Comamonas</italic>, and <italic>Firmicutes/Bacteroidetes</italic> ratio that translated to a decrease in intestinal mucosal permeability and enriched SCFA-producing gut microbiota. Whereas no changes in the gut microbiome with resistance training were observed in young adults (<xref ref-type="bibr" rid="B28">Bycura et al., 2021</xref>), this study may be considered to lack statistical power in terms of microbiome sampling, and the short duration of intervention (8 week) implemented may have been insufficient to elicit detectable changes in the gut microbiome (<xref ref-type="bibr" rid="B28">Bycura et al., 2021</xref>). Interestingly, a seminal study by <xref ref-type="bibr" rid="B58">Fielding et al. (2019)</xref> revealed that transferring fecal samples from high-functioning older adults to mice increased the abundance of <italic>Barnesiella intestinihominis</italic> bacteria that corresponded with improved grip strength compared with low-functioning-colonized mice (<xref ref-type="bibr" rid="B58">Fielding et al., 2019</xref>). Indeed, the high-functioning-colonized mice displayed a higher number of <italic>Prevotellaceae</italic> family, <italic>Prevotella</italic> and <italic>Barnesiella</italic> genus, and <italic>Barnesiella intestinihominis</italic> species compared to low-functioning-colonized mice. These findings align with previous work linking an elevated <italic>Prevotellaceae</italic> family profile to young professional athletes (<xref ref-type="bibr" rid="B46">Clarke et al., 2014</xref>), and <italic>Prevotella</italic> and <italic>Barnesiella</italic> to less frail phenotypes (<xref ref-type="bibr" rid="B151">Van Tongeren et al., 2005</xref>; <xref ref-type="bibr" rid="B45">Claesson et al., 2012</xref>; <xref ref-type="bibr" rid="B152">Verdi et al., 2018</xref>). Accordingly, these data suggest that these microbes are associated with better physical conditioning. Moreover, genes derived from <italic>Barnesiella</italic> and <italic>Prevotellaceae</italic> may produce SCFAs, that could further explain the improved muscle functional outcomes germ-free mice following a SCFA cocktail (<xref ref-type="bibr" rid="B79">Lahiri et al., 2019</xref>). Taken together, these preliminary findings indicate that resistance exercise may lead to the production of SCFA metabolites, contributing to improved muscle strength, although this thesis warrants direct investigation in older adults. Future studies designed to examine the impact of resistance training on bacteria taxa and SCFA production and their influence on the gut microbiome in young and older adults would provide more reliable conclusions in humans.</p>
</sec>
<sec id="S8" sec-type="conclusion">
<title>Conclusion</title>
<p>Preliminary evidence, based on a limited number of hypothesis-driven studies primarily conducted using animal models, suggests a mechanistic action for the gut microbiota in countering age-related AR and sarcopenia risk. However, at present, clinical trials are warranted to validate these microbial-induced outcomes on skeletal muscle using <italic>in vivo</italic> human models. Based on findings from animal- and cell-based models, there is evidence to suggest that improvements in <italic>de novo</italic> amino acid biosynthesis may correspond with the maintenance of gut microbiota diversity through promotion of SCFA via dietary fiber and protein consumption. Moreover, <italic>in vivo</italic> experiments have demonstrated an increased SCFA production following exercise that may attenuate AR by enhancing amino acid utilization and reducing levels of low-grade inflammation. Moving forward, the design of lifestyle approaches that combine increased dietary fiber and protein intake, probiotic supplementation and resistance training may be effective in optimizing gut microbiota composition with implications for muscle health in older adults at risk of sarcopenia.</p>
</sec>
<sec id="S9">
<title>Author Contributions</title>
<p>KP and OW conceived and wrote the initial draft of the manuscript. EC and MN reviewed and revised the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="pudiscl1">
<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>
</body>
<back>
<ack>
<p>Figures were created with <ext-link ext-link-type="uri" xlink:href="https://biorender.com/">BioRender.com</ext-link>.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alhmoud</surname> <given-names>T.</given-names></name> <name><surname>Kumar</surname> <given-names>A.</given-names></name> <name><surname>Lo</surname> <given-names>C.</given-names></name> <name><surname>Al-Sadi</surname> <given-names>R.</given-names></name> <name><surname>Clegg</surname> <given-names>S.</given-names></name> <name><surname>Alomari</surname> <given-names>I.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Investigating intestinal permeability and gut microbiota roles in acute coronary syndrome patients.</article-title> <source><italic>Hum. Microbiome J.</italic></source> <volume>13</volume>:<fpage>100059</fpage>. <pub-id pub-id-type="doi">10.1016/j.humic.2019.100059</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anthony</surname> <given-names>J. C.</given-names></name> <name><surname>Anthony</surname> <given-names>T. G.</given-names></name> <name><surname>Kimball</surname> <given-names>S. R.</given-names></name> <name><surname>Jefferson</surname> <given-names>L. S.</given-names></name><etal/></person-group> (<year>2001</year>). <article-title>Signaling pathways involved in translational control of protein synthesis in skeletal muscle by leucine.</article-title> <source><italic>J. Nutr.</italic></source> <volume>131</volume> <fpage>856S</fpage>&#x2013;<lpage>860S</lpage>.</citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aoyagi</surname> <given-names>Y.</given-names></name> <name><surname>Amamoto</surname> <given-names>R.</given-names></name> <name><surname>Park</surname> <given-names>S.</given-names></name> <name><surname>Honda</surname> <given-names>Y.</given-names></name></person-group> (<year>2019</year>). <article-title>Independent and interactive effects of habitually ingesting fermented milk products containing lactobacillus casei strain shirota and of engaging in moderate habitual daily physical activity on the intestinal health of older people.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>10</volume>:<fpage>1477</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2019.01477</pub-id> <pub-id pub-id-type="pmid">31417501</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Azzolino</surname> <given-names>D.</given-names></name> <name><surname>Passarelli</surname> <given-names>P. C.</given-names></name> <name><surname>De Angelis</surname> <given-names>P.</given-names></name> <name><surname>Piccirillo</surname> <given-names>G. B.</given-names></name> <name><surname>D&#x2019;addona</surname> <given-names>A.</given-names></name> <name><surname>Cesari</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Poor oral health as a determinant of malnutrition and sarcopenia.</article-title> <source><italic>Nutrients</italic></source> <volume>11</volume>:<fpage>2898</fpage>. <pub-id pub-id-type="doi">10.3390/nu11122898</pub-id> <pub-id pub-id-type="pmid">31795351</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Badal</surname> <given-names>V. D.</given-names></name> <name><surname>Vaccariello, Murray</surname> <given-names>E. R.</given-names></name> <name><surname>Yu</surname> <given-names>K. E.</given-names></name> <name><surname>Knight</surname> <given-names>R.</given-names></name> <name><surname>Jeste</surname> <given-names>D. V.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>The gut microbiome, aging, and longevity: a systematic review.</article-title> <source><italic>Nutrients</italic></source> <volume>12</volume>:<fpage>3759</fpage>. <pub-id pub-id-type="doi">10.3390/nu12123759</pub-id> <pub-id pub-id-type="pmid">33297486</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barclay</surname> <given-names>R. D.</given-names></name> <name><surname>Burd</surname> <given-names>N. A.</given-names></name> <name><surname>Tyler</surname> <given-names>C.</given-names></name> <name><surname>Tillin</surname> <given-names>N. A.</given-names></name> <name><surname>Mackenzie</surname> <given-names>R. W.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>The role of the IGF-1 signaling cascade in muscle protein synthesis and anabolic resistance in aging skeletal muscle.</article-title> <source><italic>Front. Nutr.</italic></source> <volume>6</volume>:<fpage>146</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2019.00146</pub-id> <pub-id pub-id-type="pmid">31552262</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barger</surname> <given-names>K.</given-names></name> <name><surname>Langsetmo</surname> <given-names>L.</given-names></name> <name><surname>Orwoll</surname> <given-names>E. S.</given-names></name> <name><surname>Lustgarten</surname> <given-names>M. S.</given-names></name></person-group> (<year>2020</year>). <article-title>Investigation of the diet-gut-muscle axis in the osteoporotic fractures in men study.</article-title> <source><italic>J. Nutr. Heal. Aging.</italic></source> <volume>24</volume> <fpage>445</fpage>&#x2013;<lpage>452</lpage>. <pub-id pub-id-type="doi">10.1007/s12603-020-1344-1</pub-id> <pub-id pub-id-type="pmid">32242213</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barreto</surname> <given-names>F. M.</given-names></name> <name><surname>Simao</surname> <given-names>A. N. C.</given-names></name> <name><surname>Morimoto</surname> <given-names>H. K.</given-names></name> <name><surname>Lozovoy</surname> <given-names>M. A. B.</given-names></name> <name><surname>Dichi</surname> <given-names>I.</given-names></name> <name><surname>da Miglioranza</surname> <given-names>L. H. S.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Beneficial effects of Lactobacillus plantarum on glycemia and homocysteine levels in postmenopausal women with metabolic syndrome.</article-title> <source><italic>Nutrition</italic></source> <volume>30</volume> <fpage>939</fpage>&#x2013;<lpage>942</lpage>. <pub-id pub-id-type="doi">10.1016/j.nut.2013.12.004</pub-id> <pub-id pub-id-type="pmid">24613434</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barton</surname> <given-names>W.</given-names></name> <name><surname>Penney</surname> <given-names>N. C.</given-names></name> <name><surname>Cronin</surname> <given-names>O.</given-names></name> <name><surname>Garcia-perez</surname> <given-names>I.</given-names></name> <name><surname>Molloy</surname> <given-names>M. G.</given-names></name> <name><surname>Holmes</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>The microbiome of professional athletes differs from that of more sedentary subjects in composition and particularly at the functional metabolic level.</article-title> <source><italic>Gut</italic></source> <volume>67</volume> <fpage>625</fpage>&#x2013;<lpage>633</lpage>.</citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Belenguer</surname> <given-names>A.</given-names></name> <name><surname>Duncan</surname> <given-names>S. H.</given-names></name> <name><surname>Calder</surname> <given-names>A. G.</given-names></name> <name><surname>Holtrop</surname> <given-names>G.</given-names></name> <name><surname>Louis</surname> <given-names>P.</given-names></name> <name><surname>Lobley</surname> <given-names>G. E.</given-names></name><etal/></person-group> (<year>2006</year>). <article-title>Two routes of metabolic cross-feeding between bifidobacterium adolescentis and butyrate-producing anaerobes from the human gut.</article-title> <source><italic>Appl. Environ. Microbiol.</italic></source> <volume>72</volume> <fpage>3593</fpage>&#x2013;<lpage>3599</lpage>. <pub-id pub-id-type="doi">10.1128/aem.72.5.3593-3599.2006</pub-id> <pub-id pub-id-type="pmid">16672507</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Belkaid</surname> <given-names>Y.</given-names></name> <name><surname>Hand</surname> <given-names>T.</given-names></name></person-group> (<year>2014</year>). <article-title>Role of the microbiota in immunity and inflammation.</article-title> <source><italic>Cell</italic></source> <volume>157</volume> <fpage>121</fpage>&#x2013;<lpage>141</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2014.03.011</pub-id> <pub-id pub-id-type="pmid">24679531</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beyer</surname> <given-names>I.</given-names></name> <name><surname>Mets</surname> <given-names>T.</given-names></name> <name><surname>Bautmans</surname> <given-names>I.</given-names></name></person-group> (<year>2012</year>). <article-title>Chronic low-grade inflammation and age-related sarcopenia.</article-title> <source><italic>Curr. Opin. Clin. Nutr. Metab. Care</italic></source> <volume>15</volume> <fpage>12</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1097/mco.0b013e32834dd297</pub-id> <pub-id pub-id-type="pmid">22108098</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biagi</surname> <given-names>E.</given-names></name> <name><surname>Nylund</surname> <given-names>L.</given-names></name> <name><surname>Candela</surname> <given-names>M.</given-names></name> <name><surname>Ostan</surname> <given-names>R.</given-names></name> <name><surname>Bucci</surname> <given-names>L.</given-names></name> <name><surname>Pini</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Through ageing, and beyond: gut microbiota and inflammatory status in seniors and centenarians.</article-title> <source><italic>PLoS One</italic></source> <volume>5</volume>:<fpage>e10667</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0010667</pub-id> <pub-id pub-id-type="pmid">20498852</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bian</surname> <given-names>A.</given-names></name> <name><surname>Ma</surname> <given-names>Y.</given-names></name> <name><surname>Zhou</surname> <given-names>X.</given-names></name> <name><surname>Guo</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>W.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Association between sarcopenia and levels of growth hormone and insulin-like growth factor-1 in the elderly.</article-title> <source><italic>BMC Musculoskelet. Disord.</italic></source> <volume>21</volume>:<fpage>214</fpage>. <pub-id pub-id-type="doi">10.1186/s12891-020-03236-y</pub-id> <pub-id pub-id-type="pmid">32264885</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bindels</surname> <given-names>L. B.</given-names></name> <name><surname>Beck</surname> <given-names>R.</given-names></name> <name><surname>Schakman</surname> <given-names>O.</given-names></name> <name><surname>Martin</surname> <given-names>J. C.</given-names></name> <name><surname>de Backer</surname> <given-names>F.</given-names></name> <name><surname>Sohet</surname> <given-names>F. M.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Restoring specific lactobacilli levels decreases inflammation and muscle atrophy markers in an acute leukemia mouse model.</article-title> <source><italic>PLoS One</italic></source> <volume>7</volume>:<fpage>e37971</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0037971</pub-id> <pub-id pub-id-type="pmid">22761662</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biolo</surname> <given-names>G.</given-names></name> <name><surname>Zhang</surname> <given-names>X.-J.</given-names></name> <name><surname>Wolfe</surname> <given-names>R. R.</given-names></name></person-group> (<year>1995</year>). <article-title>Role of membrane transport in interorgan amino acid flow between muscle and small intestine.</article-title> <source><italic>Metabolism</italic></source> <volume>44</volume> <fpage>719</fpage>&#x2013;<lpage>724</lpage>. <pub-id pub-id-type="doi">10.1016/0026-0495(95)90183-3</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bird</surname> <given-names>S. R.</given-names></name> <name><surname>Hawley</surname> <given-names>J. A.</given-names></name></person-group> (<year>2017</year>). <article-title>Update on the effects of physical activity on insulin sensitivity in humans.</article-title> <source><italic>BMJ Open Sport Exerc. Med.</italic></source> <volume>2</volume>:<fpage>e000143</fpage>. <pub-id pub-id-type="doi">10.1136/bmjsem-2016-000143</pub-id> <pub-id pub-id-type="pmid">28879026</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Blanton</surname> <given-names>L. V.</given-names></name> <name><surname>Charbonneau</surname> <given-names>M. R.</given-names></name> <name><surname>Salih</surname> <given-names>T.</given-names></name> <name><surname>Barratt</surname> <given-names>M. J.</given-names></name> <name><surname>Venkatesh</surname> <given-names>S.</given-names></name> <name><surname>Ilkaveya</surname> <given-names>O.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Gut bacteria that rescue growth impairments transmitted by immature microbiota from undernourished children.</article-title> <source><italic>Science</italic></source> <volume>351</volume>:<fpage>10</fpage>. <pub-id pub-id-type="doi">10.1126/science.aad3311</pub-id> <pub-id pub-id-type="pmid">26912898</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boh&#x00E9;</surname> <given-names>J.</given-names></name> <name><surname>Low</surname> <given-names>A.</given-names></name> <name><surname>Wolfe</surname> <given-names>R. R.</given-names></name> <name><surname>Rennie</surname> <given-names>M. J.</given-names></name></person-group> (<year>2003</year>). <article-title>Human muscle protein synthesis is modulated by extracellular, not intramuscular amino acid availability: a dose&#x2013;response study.</article-title> <source><italic>J. Physiol.</italic></source> <volume>552</volume> <fpage>315</fpage>&#x2013;<lpage>324</lpage>. <pub-id pub-id-type="doi">10.1113/jphysiol.2003.050674</pub-id> <pub-id pub-id-type="pmid">12909668</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boirie</surname> <given-names>Y.</given-names></name> <name><surname>Gachon</surname> <given-names>P.</given-names></name> <name><surname>Beaufr&#x00E8;re</surname> <given-names>B.</given-names></name></person-group> (<year>1997</year>). <article-title>Splanchnic and whole-body leucine kinetics in young and elderly men.</article-title> <source><italic>Am. J. Clin. Nutr.</italic></source> <volume>65</volume> <fpage>489</fpage>&#x2013;<lpage>495</lpage>. <pub-id pub-id-type="doi">10.1093/ajcn/65.2.489</pub-id> <pub-id pub-id-type="pmid">9022534</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Borzabadi</surname> <given-names>S.</given-names></name> <name><surname>Oryan</surname> <given-names>S.</given-names></name> <name><surname>Eidi</surname> <given-names>A.</given-names></name> <name><surname>Aghadavod</surname> <given-names>E.</given-names></name> <name><surname>Kakhaki</surname> <given-names>R. D.</given-names></name></person-group> (<year>2018</year>). <article-title>The effects of probiotic supplementation on gene expression related to inflammation, insulin and lipid in patients with Parkinson&#x2019;s disease: a randomized, double-blind, placebo-controlled trial.</article-title> <source><italic>Arch. Iran Med.</italic></source> <volume>21</volume> <fpage>289</fpage>&#x2013;<lpage>295</lpage>.</citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bosco</surname> <given-names>N.</given-names></name> <name><surname>Noti</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>The aging gut microbiome and its impact on host immunity.</article-title> <source><italic>Genes Immun.</italic></source> <volume>23</volume> <fpage>289</fpage>&#x2013;<lpage>303</lpage>. <pub-id pub-id-type="doi">10.1038/s41435-021-00126-8</pub-id> <pub-id pub-id-type="pmid">33875817</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bressa</surname> <given-names>C.</given-names></name> <name><surname>Bailen-Andrino</surname> <given-names>M.</given-names></name> <name><surname>Perez-Santiago</surname> <given-names>J.</given-names></name> <name><surname>Gonzaez-Soltero</surname> <given-names>R.</given-names></name> <name><surname>Perez</surname> <given-names>M.</given-names></name> <name><surname>Montalvo-Lominchar</surname> <given-names>M. G.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Differences in gut microbiota profile between women with active lifestyle and sedentary women.</article-title> <source><italic>PLoS One</italic></source> <volume>12</volume>:<fpage>e0171352</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0171352</pub-id> <pub-id pub-id-type="pmid">28187199</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broer</surname> <given-names>S.</given-names></name></person-group> (<year>2008</year>). <article-title>Amino acid transport across mammalian intestinal and renal epithelia.</article-title> <source><italic>Physiol. Rev.</italic></source> <volume>88</volume> <fpage>249</fpage>&#x2013;<lpage>286</lpage>. <pub-id pub-id-type="doi">10.1152/physrev.00018.2006</pub-id> <pub-id pub-id-type="pmid">18195088</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buigues</surname> <given-names>C.</given-names></name> <name><surname>Fern&#x00E1;ndez-Garrido</surname> <given-names>J.</given-names></name> <name><surname>Pruimboom</surname> <given-names>L.</given-names></name> <name><surname>Hoogland</surname> <given-names>A. J.</given-names></name> <name><surname>Navarro-Mart&#x00ED;nez</surname> <given-names>R.</given-names></name> <name><surname>Mart&#x00ED;nez-Mart&#x00ED;nez</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Effect of a prebiotic formulation on frailty syndrome: a randomized, double-blind clinical trial.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>17</volume>:<fpage>932</fpage>. <pub-id pub-id-type="doi">10.3390/ijms17060932</pub-id> <pub-id pub-id-type="pmid">27314331</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burd</surname> <given-names>N. A.</given-names></name> <name><surname>Gorissen</surname> <given-names>S. H.</given-names></name> <name><surname>Van Loon</surname> <given-names>L. J. C.</given-names></name></person-group> (<year>2013</year>). <article-title>Anabolic resistance of muscle protein synthesis with aging.</article-title> <source><italic>Exerc. Sport Sci. Rev.</italic></source> <volume>41</volume> <fpage>169</fpage>&#x2013;<lpage>173</lpage>. <pub-id pub-id-type="doi">10.1097/jes.0b013e318292f3d5</pub-id> <pub-id pub-id-type="pmid">23558692</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burd</surname> <given-names>N. A.</given-names></name> <name><surname>Yang</surname> <given-names>Y.</given-names></name> <name><surname>Moore</surname> <given-names>D. R.</given-names></name> <name><surname>Tang</surname> <given-names>J. E.</given-names></name> <name><surname>Tarnopolsky</surname> <given-names>M. A.</given-names></name> <name><surname>Phillips</surname> <given-names>S. M.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Greater stimulation of myofibrillar protein synthesis with ingestion of whey protein isolate vs. micellar casein at rest and after resistance exercise in elderly men.</article-title> <source><italic>Br. J. Nutr.</italic></source> <volume>108</volume> <fpage>958</fpage>&#x2013;<lpage>962</lpage>. <pub-id pub-id-type="doi">10.1017/s0007114511006271</pub-id> <pub-id pub-id-type="pmid">22289570</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bycura</surname> <given-names>D.</given-names></name> <name><surname>Santos</surname> <given-names>A. C.</given-names></name> <name><surname>Shiffer</surname> <given-names>A.</given-names></name> <name><surname>Kyman</surname> <given-names>S.</given-names></name> <name><surname>Winfree</surname> <given-names>K.</given-names></name> <name><surname>Sutliffe</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Impact of different exercise modalities on the human gut microbiome.</article-title> <source><italic>Sports</italic></source> <volume>9</volume>:<fpage>14</fpage>. <pub-id pub-id-type="doi">10.3390/sports9020014</pub-id> <pub-id pub-id-type="pmid">33494210</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Byrne</surname> <given-names>C. S.</given-names></name> <name><surname>Chambers</surname> <given-names>E. S.</given-names></name> <name><surname>Morrison</surname> <given-names>D. J.</given-names></name> <name><surname>Frost</surname> <given-names>G.</given-names></name></person-group> (<year>2015</year>). <article-title>The role of short chain fatty acids in appetite regulation and energy homeostasis.</article-title> <source><italic>Int. J. Obes.</italic></source> <volume>39</volume> <fpage>1331</fpage>&#x2013;<lpage>1338</lpage>. <pub-id pub-id-type="doi">10.1038/ijo.2015.84</pub-id> <pub-id pub-id-type="pmid">25971927</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Canfora</surname> <given-names>E. E.</given-names></name> <name><surname>Jocken</surname> <given-names>J. W.</given-names></name> <name><surname>Blaak</surname> <given-names>E. E.</given-names></name></person-group> (<year>2015</year>). <article-title>Short-chain fatty acids in control of body weight and insulin sensitivity.</article-title> <source><italic>Nat.</italic> Rev. Endocrinol.</source> <volume>11</volume> <fpage>577</fpage>&#x2013;<lpage>591</lpage>. <pub-id pub-id-type="doi">10.1038/nrendo.2015.128</pub-id> <pub-id pub-id-type="pmid">26260141</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cani</surname> <given-names>P. D.</given-names></name> <name><surname>Lecourt</surname> <given-names>E.</given-names></name> <name><surname>Dewulf</surname> <given-names>E. M.</given-names></name> <name><surname>Sohet</surname> <given-names>F. M.</given-names></name> <name><surname>Pachikian</surname> <given-names>B. D.</given-names></name> <name><surname>Naslain</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Gut microbiota fermentation of prebiotics increases satietogenic and incretin gut peptide production with consequences for appetite sensation and glucose response after a meal.</article-title> <source><italic>Am. Soc. Nutr.</italic></source> <volume>90</volume> <fpage>1236</fpage>&#x2013;<lpage>1243</lpage>. <pub-id pub-id-type="doi">10.3945/ajcn.2009.28095</pub-id> <pub-id pub-id-type="pmid">19776140</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cao</surname> <given-names>L.</given-names></name> <name><surname>Morley</surname> <given-names>J. E.</given-names></name></person-group> (<year>2016</year>). <article-title>Sarcopenia is recognized as an independent condition by an international classification of disease, tenth revision, clinical modification (ICD-10-CM) code.</article-title> <source><italic>J. Am. Med. Dir. Assoc.</italic></source> <volume>17</volume> <fpage>675</fpage>&#x2013;<lpage>677</lpage>. <pub-id pub-id-type="doi">10.1016/j.jamda.2016.06.001</pub-id> <pub-id pub-id-type="pmid">27470918</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castellanos</surname> <given-names>N.</given-names></name> <name><surname>Diez</surname> <given-names>G. G.</given-names></name> <name><surname>Ant&#x00FA;nez-almagro</surname> <given-names>C.</given-names></name> <name><surname>Bail&#x00E9;n</surname> <given-names>M.</given-names></name> <name><surname>Waite</surname> <given-names>D. W.</given-names></name> <name><surname>Barton</surname> <given-names>W.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>A critical mutualism &#x2013; competition interplay underlies the loss of microbial diversity in sedentary lifestyle.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>10</volume>:<fpage>3142</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2019.03142</pub-id> <pub-id pub-id-type="pmid">32038575</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castro-Mej&#x00ED;a</surname> <given-names>J. L.</given-names></name> <name><surname>Bekzod</surname> <given-names>K.</given-names></name> <name><surname>Krych</surname> <given-names>L.</given-names></name> <name><surname>Bulow</surname> <given-names>J.</given-names></name> <name><surname>Bechsh&#x00F8;ft</surname> <given-names>R. L.</given-names></name> <name><surname>H&#x00F8;jfeldt</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Physical fitness in community-dwelling older adults is linked to dietary intake, gut microbiota, and metabolomic signatures.</article-title> <source><italic>Aging Cell</italic></source> <volume>19</volume>:<fpage>e13105</fpage>.</citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cerd&#x00E1;</surname> <given-names>B.</given-names></name> <name><surname>P&#x00E9;rez</surname> <given-names>M.</given-names></name> <name><surname>P&#x00E9;rez-Santiago, Jennifer</surname> <given-names>D.</given-names></name> <name><surname>Tornero-Aguiler</surname> <given-names>J. F.</given-names></name> <name><surname>Gonz&#x00E1;lez-Soltero</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Gut microbiota modification: another piece in the puzzle of the benefits of physical exercise in health?</article-title> <source><italic>Front. Physiol.</italic></source> <volume>7</volume>:<fpage>51</fpage>. <pub-id pub-id-type="doi">10.3389/fphys.2016.00051</pub-id> <pub-id pub-id-type="pmid">26924990</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chambers</surname> <given-names>E. S.</given-names></name> <name><surname>Byrne</surname> <given-names>C. S.</given-names></name> <name><surname>Aspey</surname> <given-names>K.</given-names></name> <name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Saadiyah</surname> <given-names>M.</given-names></name> <name><surname>Douglas</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2018a</year>). <article-title>Acute oral sodium propionate supplementation raises resting energy expenditure and lipid oxidation in fasted humans.</article-title> <source><italic>Diab. Obes Metab Obes</italic></source> <volume>20</volume> <fpage>1034</fpage>&#x2013;<lpage>1039</lpage>. <pub-id pub-id-type="doi">10.1111/dom.13159</pub-id> <pub-id pub-id-type="pmid">29134744</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chambers</surname> <given-names>E. S.</given-names></name> <name><surname>Preston</surname> <given-names>T.</given-names></name> <name><surname>Frost</surname> <given-names>G.</given-names></name> <name><surname>Morrison</surname> <given-names>D. J.</given-names></name><etal/></person-group> (<year>2018b</year>). <article-title>Role of gut microbiota-generated short-chain fatty acids in metabolic and cardiovascular health.</article-title> <source><italic>Curr. Nutr. Rep.</italic></source> <volume>7</volume> <fpage>198</fpage>&#x2013;<lpage>206</lpage>. <pub-id pub-id-type="doi">10.1007/s13668-018-0248-8</pub-id> <pub-id pub-id-type="pmid">30264354</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chambers</surname> <given-names>E. S.</given-names></name> <name><surname>Byrne</surname> <given-names>C. S.</given-names></name> <name><surname>Morrison</surname> <given-names>D. J.</given-names></name> <name><surname>Murphy</surname> <given-names>K. G.</given-names></name> <name><surname>Preston</surname> <given-names>T.</given-names></name> <name><surname>Tedford</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Dietary supplementation with inulin-propionate ester or inulin improves insulin sensitivity in adults with overweight and obesity with distinct effects on the gut microbiota, plasma metabolome and systemic inflammatory responses: a randomised cross-over trial.</article-title> <source><italic>Gut</italic></source> <volume>68</volume> <fpage>1430</fpage>&#x2013;<lpage>1438</lpage>. <pub-id pub-id-type="doi">10.1136/gutjnl-2019-318424</pub-id> <pub-id pub-id-type="pmid">30971437</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chambers</surname> <given-names>E. S.</given-names></name> <name><surname>Viardot</surname> <given-names>A.</given-names></name> <name><surname>Psichas</surname> <given-names>A.</given-names></name> <name><surname>Morrison</surname> <given-names>D. J.</given-names></name> <name><surname>Murphy</surname> <given-names>K. G.</given-names></name> <name><surname>Zac-varghese</surname> <given-names>S. E. K.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Effects of targeted delivery of propionate to the human colon on appetite regulation, body weight maintenance and adiposity in overweight adults.</article-title> <source><italic>Gut</italic></source> <volume>64</volume> <fpage>1744</fpage>&#x2013;<lpage>1754</lpage>. <pub-id pub-id-type="doi">10.1136/gutjnl-2014-307913</pub-id> <pub-id pub-id-type="pmid">25500202</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>H.</given-names></name> <name><surname>Shen</surname> <given-names>L.</given-names></name> <name><surname>Liu</surname> <given-names>Y.</given-names></name> <name><surname>Ma</surname> <given-names>X.</given-names></name> <name><surname>Long</surname> <given-names>L.</given-names></name> <name><surname>Ma</surname> <given-names>X.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Strength exercise confers protection in central nervous system autoimmunity by altering the gut microbiota.</article-title> <source><italic>Front. Immunol.</italic></source> <volume>12</volume>:<fpage>628629</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2021.628629</pub-id> <pub-id pub-id-type="pmid">33796102</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>L. H.</given-names></name> <name><surname>Huang</surname> <given-names>S. Y.</given-names></name> <name><surname>Huang</surname> <given-names>K. C.</given-names></name> <name><surname>Hsu</surname> <given-names>C. C.</given-names></name> <name><surname>Yang</surname> <given-names>K. C.</given-names></name> <name><surname>Ai</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Lactobacillus paracasei PS23 decelerated age - related muscle loss by ensuring mitochondrial function in SAMP8 mice.</article-title> <source><italic>Aging</italic></source> <volume>11</volume> <fpage>756</fpage>&#x2013;<lpage>770</lpage>. <pub-id pub-id-type="doi">10.18632/aging.101782</pub-id> <pub-id pub-id-type="pmid">30696799</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Liao</surname> <given-names>C.</given-names></name> <name><surname>Huang</surname> <given-names>Y.-C.</given-names></name> <name><surname>Chen</surname> <given-names>M.-Y.</given-names></name> <name><surname>Huang</surname> <given-names>C.-C.</given-names></name> <name><surname>Chen</surname> <given-names>W.-C.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Proteome and microbiota analysis highlight Lactobacillus plantarum TWK10 supplementation improves energy metabolism and exercise performance in mice.</article-title> <source><italic>Food Sci. Nutr.</italic></source> <volume>8</volume> <fpage>3525</fpage>&#x2013;<lpage>3534</lpage>. <pub-id pub-id-type="doi">10.1002/fsn3.1635</pub-id> <pub-id pub-id-type="pmid">32724615</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y. M.</given-names></name> <name><surname>Wei</surname> <given-names>L.</given-names></name> <name><surname>Chiu</surname> <given-names>Y. S.</given-names></name> <name><surname>Hsu</surname> <given-names>Y. J.</given-names></name> <name><surname>Tsai</surname> <given-names>T. Y.</given-names></name> <name><surname>Wang</surname> <given-names>M. F.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Lactobacillus plantarum TWK10 supplementation improves exercise performance and increases muscle mass in mice.</article-title> <source><italic>Nutrients</italic></source> <volume>8</volume>:<fpage>205</fpage>. <pub-id pub-id-type="doi">10.3390/nu8040205</pub-id> <pub-id pub-id-type="pmid">27070637</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choi</surname> <given-names>Y.</given-names></name> <name><surname>Kwon</surname> <given-names>Y.</given-names></name> <name><surname>Kim</surname> <given-names>D.</given-names></name> <name><surname>Jeon</surname> <given-names>J.</given-names></name> <name><surname>Jang</surname> <given-names>S. C.</given-names></name> <name><surname>Wang</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Gut microbe-derived extracellular vesicles induce insulin resistance, thereby impairing glucose metabolism in skeletal muscle.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>5</volume>:<fpage>15878</fpage>. <pub-id pub-id-type="doi">10.1038/srep15878</pub-id> <pub-id pub-id-type="pmid">26510393</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Claesson</surname> <given-names>M. J.</given-names></name> <name><surname>Jeffery</surname> <given-names>I. B.</given-names></name> <name><surname>Conde</surname> <given-names>S.</given-names></name> <name><surname>Power</surname> <given-names>S. E.</given-names></name> <name><surname>O&#x2019;connor</surname> <given-names>E. M.</given-names></name> <name><surname>Cusack</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Gut microbiota composition correlates with diet and health in the elderly.</article-title> <source><italic>Nature</italic></source> <volume>488</volume> <fpage>178</fpage>&#x2013;<lpage>184</lpage>. <pub-id pub-id-type="doi">10.1038/nature11319</pub-id> <pub-id pub-id-type="pmid">22797518</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clarke</surname> <given-names>S. F.</given-names></name> <name><surname>Murphy</surname> <given-names>E. F.</given-names></name> <name><surname>Sullivan</surname> <given-names>O. O.</given-names></name> <name><surname>Lucey</surname> <given-names>A. J.</given-names></name> <name><surname>Humphreys</surname> <given-names>M.</given-names></name> <name><surname>Hogan</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Exercise and associated dietary extremes impact on gut microbial diversity.</article-title> <source><italic>Gut</italic></source> <volume>63</volume> <fpage>1913</fpage>&#x2013;<lpage>1920</lpage>. <pub-id pub-id-type="doi">10.1136/gutjnl-2013-306541</pub-id> <pub-id pub-id-type="pmid">25021423</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clauss</surname> <given-names>M.</given-names></name> <name><surname>G&#x00E9;rard</surname> <given-names>P.</given-names></name> <name><surname>Mosca</surname> <given-names>A.</given-names></name> <name><surname>Leclerc</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Interplay between exercise and gut microbiome in the context of human health and performance.</article-title> <source><italic>Front. Nutr.</italic></source> <volume>8</volume>:<fpage>637010</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2021.637010</pub-id> <pub-id pub-id-type="pmid">34179053</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cleasby</surname> <given-names>M. E.</given-names></name> <name><surname>Jamieson</surname> <given-names>P. M.</given-names></name> <name><surname>Atherton</surname> <given-names>P. J.</given-names></name></person-group> (<year>2016</year>). <article-title>Insulin resistance and sarcopenia: mechanistic links between common co-morbidities.</article-title> <source><italic>J. Endocrinol.</italic></source> <volume>229</volume> <fpage>R67</fpage>&#x2013;<lpage>R81</lpage>. <pub-id pub-id-type="doi">10.1530/JOE-15-0533</pub-id> <pub-id pub-id-type="pmid">26931135</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cleophas</surname> <given-names>M. C. P.</given-names></name> <name><surname>Ratter</surname> <given-names>J. M.</given-names></name> <name><surname>Bekkering</surname> <given-names>S.</given-names></name> <name><surname>Quintin</surname> <given-names>J.</given-names></name> <name><surname>Schraa</surname> <given-names>K.</given-names></name> <name><surname>Stroes</surname> <given-names>E. S.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Effects of oral butyrate supplementation on inflammatory potential of circulating peripheral blood mononuclear cells in healthy and obese males.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>9</volume>:<fpage>775</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-018-37246-7</pub-id> <pub-id pub-id-type="pmid">30692581</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coman</surname> <given-names>V.</given-names></name> <name><surname>Cristian</surname> <given-names>D.</given-names></name></person-group> (<year>2020</year>). <article-title>Gut microbiota and old age: modulating factors and interventions for healthy longevity.</article-title> <source><italic>Exp. Gerontol.</italic></source> <volume>141</volume>:<fpage>111095</fpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2020.111095</pub-id> <pub-id pub-id-type="pmid">32979504</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cruz-Jentoft</surname> <given-names>A. J.</given-names></name> <name><surname>Bahat</surname> <given-names>G.</given-names></name> <name><surname>Bauer</surname> <given-names>J.</given-names></name> <name><surname>Boirie</surname> <given-names>Y.</given-names></name> <name><surname>Bruy&#x00E8;re</surname> <given-names>O.</given-names></name> <name><surname>Cederholm</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Sarcopenia: revised European consensus on definition and diagnosis.</article-title> <source><italic>Age Ageing</italic></source> <volume>48</volume> <fpage>16</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1093/ageing/afy169</pub-id> <pub-id pub-id-type="pmid">30312372</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cuthbertson</surname> <given-names>D.</given-names></name> <name><surname>Smith</surname> <given-names>K.</given-names></name> <name><surname>Babraj</surname> <given-names>J.</given-names></name> <name><surname>Leese</surname> <given-names>G.</given-names></name> <name><surname>Waddell</surname> <given-names>T.</given-names></name> <name><surname>Atherton</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2005</year>). <article-title>Anabolic signaling deficits underlie amino acid resistance of wasting, aging muscle.</article-title> <source><italic>FASEB J.</italic></source> <volume>19</volume> <fpage>422</fpage>&#x2013;<lpage>424</lpage>.</citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davila</surname> <given-names>A. M.</given-names></name> <name><surname>Blachier</surname> <given-names>F.</given-names></name> <name><surname>Gotteland</surname> <given-names>M.</given-names></name> <name><surname>Andriamihaja</surname> <given-names>M.</given-names></name> <name><surname>Benetti</surname> <given-names>P. H.</given-names></name> <name><surname>Sanz</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Intestinal luminal nitrogen metabolism: role of the gut microbiota and consequences for the host.</article-title> <source><italic>Pharmacol. Res.</italic></source> <volume>68</volume> <fpage>95</fpage>&#x2013;<lpage>107</lpage>. <pub-id pub-id-type="doi">10.1016/j.phrs.2012.11.005</pub-id> <pub-id pub-id-type="pmid">23183532</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dumas</surname> <given-names>M. E.</given-names></name> <name><surname>Rothwell</surname> <given-names>A. R.</given-names></name> <name><surname>Hoyles</surname> <given-names>L.</given-names></name> <name><surname>Aranias</surname> <given-names>T.</given-names></name> <name><surname>Chilloux</surname> <given-names>J.</given-names></name> <name><surname>Calderari</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Microbial-Host co-metabolites are prodromal markers predicting phenotypic heterogeneity in behavior, obesity, and impaired glucose tolerance.</article-title> <source><italic>Cell Rep.</italic></source> <volume>20</volume> <fpage>136</fpage>&#x2013;<lpage>148</lpage>. <pub-id pub-id-type="doi">10.1016/j.celrep.2017.06.039</pub-id> <pub-id pub-id-type="pmid">28683308</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Durham</surname> <given-names>W. J.</given-names></name> <name><surname>Casperson</surname> <given-names>S. L.</given-names></name> <name><surname>Dillon</surname> <given-names>E. L.</given-names></name> <name><surname>Keske</surname> <given-names>M. A.</given-names></name> <name><surname>Paddon-jones</surname> <given-names>D.</given-names></name> <name><surname>Sanford</surname> <given-names>A. P.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Age related anabolic resistance after endurance-type exercise in healthy humans.</article-title> <source><italic>FASEB J.</italic></source> <volume>24</volume> <fpage>4117</fpage>&#x2013;<lpage>4127</lpage>. <pub-id pub-id-type="doi">10.1096/fj.09-150177</pub-id> <pub-id pub-id-type="pmid">20547663</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Erkosar</surname> <given-names>B.</given-names></name> <name><surname>Storelli</surname> <given-names>G.</given-names></name> <name><surname>Mitchell</surname> <given-names>M.</given-names></name> <name><surname>Bozonnet</surname> <given-names>L.</given-names></name> <name><surname>Bozonnet</surname> <given-names>N.</given-names></name> <name><surname>Leulier</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Pathogen virulence impedes mutualist-mediated enhancement of host juvenile growth via inhibition of protein digestion article pathogen virulence impedes mutualist - mediated enhancement of host juvenile growth via inhibition of protein digestion.</article-title> <source><italic>Cell Host Microbe</italic></source> <volume>18</volume> <fpage>445</fpage>&#x2013;<lpage>455</lpage>. <pub-id pub-id-type="doi">10.1016/j.chom.2015.09.001</pub-id> <pub-id pub-id-type="pmid">26439865</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fart</surname> <given-names>F.</given-names></name> <name><surname>Rajan</surname> <given-names>S. K.</given-names></name> <name><surname>Wall</surname> <given-names>R.</given-names></name> <name><surname>Rangel</surname> <given-names>I.</given-names></name> <name><surname>Ganda-Mall</surname> <given-names>J. P.</given-names></name> <name><surname>Ting&#x00F6;</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Differences in gut microbiome composition between senior orienteering athletes and community-dwelling older adults.</article-title> <source><italic>Nutrients</italic></source> <volume>12</volume>:<fpage>2610</fpage>. <pub-id pub-id-type="doi">10.3390/nu12092610</pub-id> <pub-id pub-id-type="pmid">32867153</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fielding</surname> <given-names>R. A.</given-names></name> <name><surname>Reeves</surname> <given-names>A. A.</given-names></name> <name><surname>Jasuja</surname> <given-names>R.</given-names></name> <name><surname>Liu</surname> <given-names>C.</given-names></name> <name><surname>Barrett</surname> <given-names>B. B.</given-names></name> <name><surname>Lustgarten</surname> <given-names>M. S.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Muscle strength is increased in mice that are colonized with microbiota from high-functioning older adults.</article-title> <source><italic>Exp. Gerontol.</italic></source> <volume>127</volume>:<fpage>110722</fpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2019.110722</pub-id> <pub-id pub-id-type="pmid">31493521</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frampton</surname> <given-names>J.</given-names></name> <name><surname>Murphy</surname> <given-names>K. G.</given-names></name> <name><surname>Frost</surname> <given-names>G.</given-names></name> <name><surname>Chambers</surname> <given-names>E. S.</given-names></name></person-group> (<year>2021</year>). <article-title>Higher dietary fibre intake is associated with increased skeletal muscle mass and strength in adults aged 40 years and older.</article-title> <source><italic>J. Cachexia Sarcopenia Muscle.</italic></source> <comment>Online ahead of print.</comment></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frampton</surname> <given-names>J.</given-names></name> <name><surname>Murphy</surname> <given-names>K. G.</given-names></name> <name><surname>Frost</surname> <given-names>G.</given-names></name> <name><surname>Chambers</surname> <given-names>E. S.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Short-chain fatty acids as potential regulators of skeletal muscle metabolism and function.</article-title> <source><italic>Nat. Metab.</italic></source> <volume>2</volume> <fpage>840</fpage>&#x2013;<lpage>848</lpage>. <pub-id pub-id-type="doi">10.1038/s42255-020-0188-7</pub-id> <pub-id pub-id-type="pmid">32694821</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fushimi</surname> <given-names>T.</given-names></name> <name><surname>Tayama</surname> <given-names>K.</given-names></name> <name><surname>Fukaya</surname> <given-names>M.</given-names></name> <name><surname>Kitakoshi</surname> <given-names>K.</given-names></name> <name><surname>Nakai</surname> <given-names>N.</given-names></name> <name><surname>Tsukamoto</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2001</year>). <article-title>Acetic acid feeding enhances glycogen repletion in liver and skeletal muscle of rats.</article-title> <source><italic>J. Nutr.</italic></source> <volume>131</volume> <fpage>1973</fpage>&#x2013;<lpage>1977</lpage>. <pub-id pub-id-type="doi">10.1093/jn/131.7.1973</pub-id> <pub-id pub-id-type="pmid">11435516</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gao</surname> <given-names>Z.</given-names></name> <name><surname>Yin</surname> <given-names>J.</given-names></name> <name><surname>Zhang</surname> <given-names>J.</given-names></name> <name><surname>Ward</surname> <given-names>R. E.</given-names></name> <name><surname>Martin</surname> <given-names>R. J.</given-names></name> <name><surname>Lefevre</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Butyrate improves insulin sensitivity and increases energy expenditure in mice.</article-title> <source><italic>Diab. Metab. Res. Rev.</italic></source> <volume>58</volume> <fpage>1509</fpage>&#x2013;<lpage>1517</lpage>. <pub-id pub-id-type="doi">10.2337/db08-1637</pub-id> <pub-id pub-id-type="pmid">19366864</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ghosh</surname> <given-names>S.</given-names></name> <name><surname>Lertwattanarak</surname> <given-names>R.</given-names></name> <name><surname>Gardu&#x00F1;o</surname> <given-names>J. D. J.</given-names></name> <name><surname>Galeana</surname> <given-names>J. J.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Zamarripa</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Elevated muscle TLR4 expression and metabolic endotoxemia in human aging.</article-title> <source><italic>J. Gerontol. Med. Sci.</italic></source> <volume>70</volume> <fpage>232</fpage>&#x2013;<lpage>246</lpage>. <pub-id pub-id-type="doi">10.1093/gerona/glu067</pub-id> <pub-id pub-id-type="pmid">24846769</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Greenhill</surname> <given-names>C. J.</given-names></name> <name><surname>Rose-john</surname> <given-names>S.</given-names></name> <name><surname>Ferlin</surname> <given-names>W.</given-names></name> <name><surname>Neill</surname> <given-names>L. O.</given-names></name> <name><surname>Hertzog</surname> <given-names>P.</given-names></name> <name><surname>Mansell</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>IL-6 trans-signaling modulates TLR4-Dependent inflammatory responses via STAT3.</article-title> <source><italic>J. Immunol.</italic></source> <volume>186</volume> <fpage>1199</fpage>&#x2013;<lpage>1208</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.1002971</pub-id> <pub-id pub-id-type="pmid">21148800</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grosicki</surname> <given-names>G. J.</given-names></name> <name><surname>Fielding</surname> <given-names>R. A.</given-names></name> <name><surname>Lustgarten</surname> <given-names>M. S.</given-names></name></person-group> (<year>2018</year>). <article-title>Gut microbiota contribute to age-related changes in skeletal muscle size, composition, and function: biological basis for a gut-muscle axis.</article-title> <source><italic>Calcif. Tissue Int.</italic></source> <volume>102</volume> <fpage>433</fpage>&#x2013;<lpage>442</lpage>. <pub-id pub-id-type="doi">10.1007/s00223-017-0345-5</pub-id> <pub-id pub-id-type="pmid">29058056</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guillet</surname> <given-names>C.</given-names></name> <name><surname>Prod</surname> <given-names>M.</given-names></name> <name><surname>Balage</surname> <given-names>M.</given-names></name> <name><surname>Gachon</surname> <given-names>P.</given-names></name> <name><surname>Giraudet</surname> <given-names>C.</given-names></name> <name><surname>Morin</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2004</year>). <article-title>Impaired anabolic response of muscle protein synthesis is associated with S6K1 dysregulation in elderly humans.</article-title> <source><italic>FASEB J.</italic></source> <volume>16</volume> <fpage>1586</fpage>&#x2013;<lpage>1587</lpage>. <pub-id pub-id-type="doi">10.1096/fj.03-1341fje</pub-id> <pub-id pub-id-type="pmid">15319361</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guinane</surname> <given-names>C. M.</given-names></name> <name><surname>Cotter</surname> <given-names>P. D.</given-names></name></person-group> (<year>2013</year>). <article-title>Role of the gut microbiota in health and chronic gastrointestinal disease: understanding a hidden metabolic organ.</article-title> <source><italic>Therap. Adv. Gastroenterol.</italic></source> <volume>6</volume> <fpage>295</fpage>&#x2013;<lpage>308</lpage>. <pub-id pub-id-type="doi">10.1177/1756283x13482996</pub-id> <pub-id pub-id-type="pmid">23814609</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hargreaves</surname> <given-names>M.</given-names></name> <name><surname>Spriet</surname> <given-names>L. L.</given-names></name></person-group> (<year>2020</year>). <article-title>Skeletal muscle energy metabolism during exercise.</article-title> <source><italic>Nat. Metab.</italic></source> <volume>2</volume> <fpage>817</fpage>&#x2013;<lpage>828</lpage>. <pub-id pub-id-type="doi">10.1038/s42255-020-0251-4</pub-id> <pub-id pub-id-type="pmid">32747792</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hong</surname> <given-names>J.</given-names></name> <name><surname>Jia</surname> <given-names>Y.</given-names></name> <name><surname>Pan</surname> <given-names>S.</given-names></name> <name><surname>Jia</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Han</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Butyrate alleviates high fat diet-induced obesity through activation of adiponectin-mediated pathway and stimulation of mitochondrial function in the skeletal muscle of mice.</article-title> <source><italic>Oncotarget</italic></source> <volume>7</volume> <fpage>56071</fpage>&#x2013;<lpage>56082</lpage>. <pub-id pub-id-type="doi">10.18632/oncotarget.11267</pub-id> <pub-id pub-id-type="pmid">27528227</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hsu</surname> <given-names>Y. J.</given-names></name> <name><surname>Chiu</surname> <given-names>C. C.</given-names></name> <name><surname>Li</surname> <given-names>Y. P.</given-names></name> <name><surname>Huang</surname> <given-names>W. C.</given-names></name> <name><surname>Huang</surname> <given-names>Y.</given-names></name> <name><surname>Te</surname></name><etal/></person-group> (<year>2015</year>). <article-title>Effect of intestinal microbiota on exercise performance in mice.</article-title> <source><italic>J. Strength Cond. Res.</italic></source> <volume>29</volume> <fpage>552</fpage>&#x2013;<lpage>558</lpage>. <pub-id pub-id-type="doi">10.1519/jsc.0000000000000644</pub-id> <pub-id pub-id-type="pmid">25144131</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>W.-C.</given-names></name> <name><surname>Chen</surname> <given-names>Y.-H.</given-names></name> <name><surname>Chuang</surname> <given-names>H.-L.</given-names></name> <name><surname>Chiu</surname> <given-names>C.-C.</given-names></name> <name><surname>Lin</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Investigation of the effects of microbiota on exercise physiological adaption, performance, and energy utilization using a gnotobiotic animal model.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>10</volume>:<fpage>1906</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2019.01906</pub-id> <pub-id pub-id-type="pmid">31551939</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>W.-C.</given-names></name> <name><surname>Hsu</surname> <given-names>Y.-J.</given-names></name> <name><surname>Huang</surname> <given-names>C.-C.</given-names></name> <name><surname>Liu</surname> <given-names>H.-C.</given-names></name> <name><surname>Lee</surname> <given-names>M.-C.</given-names></name></person-group> (<year>2020</year>). <article-title>Exercise training combined with bifidobacterium longum OLP-01 supplementation improves exercise physiological adaption and performance.</article-title> <source><italic>Nutrients</italic></source> <volume>12</volume>:<fpage>1145</fpage>. <pub-id pub-id-type="doi">10.3390/nu12041145</pub-id> <pub-id pub-id-type="pmid">32325851</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jackson</surname> <given-names>M. J.</given-names></name> <name><surname>McArdle</surname> <given-names>A.</given-names></name></person-group> (<year>2016</year>). <article-title>Role of reactive oxygen species in age-related neuromuscular deficits.</article-title> <source><italic>J. Physiol.</italic></source> <volume>8</volume> <fpage>1979</fpage>&#x2013;<lpage>1988</lpage>. <pub-id pub-id-type="doi">10.1113/jp270564</pub-id> <pub-id pub-id-type="pmid">26870901</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>J&#x00E4;ger</surname> <given-names>R.</given-names></name> <name><surname>Zaragoza</surname> <given-names>J.</given-names></name> <name><surname>Purpura</surname> <given-names>M.</given-names></name> <name><surname>Iametti</surname> <given-names>S.</given-names></name> <name><surname>Marengo</surname> <given-names>M.</given-names></name> <name><surname>Tinsley</surname> <given-names>G. M.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Probiotic administration increases amino acid absorption from plant protein: a placebo-controlled, randomized, double-blind, multicenter, crossover study.</article-title> <source><italic>Probiot. Antimicrob Proteins</italic></source> <volume>12</volume> <fpage>1330</fpage>&#x2013;<lpage>1339</lpage>. <pub-id pub-id-type="doi">10.1007/s12602-020-09656-5</pub-id> <pub-id pub-id-type="pmid">32358640</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kang</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>P.</given-names></name> <name><surname>Wang</surname> <given-names>D.</given-names></name> <name><surname>Wang</surname> <given-names>T.</given-names></name> <name><surname>Hao</surname> <given-names>D.</given-names></name> <name><surname>Qu</surname> <given-names>X.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Alterations in intestinal microbiota diversity, composition, and function in patients with sarcopenia.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>11</volume>:<fpage>4628</fpage>.</citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kimball</surname> <given-names>S. R.</given-names></name> <name><surname>Jefferson</surname> <given-names>L. S.</given-names></name></person-group> (<year>2002</year>). <article-title>Control of protein synthesis by amino acid availability.</article-title> <source><italic>Curr. Opin. Clin. Nutr. Metab. Care</italic></source> <volume>5</volume> <fpage>63</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1097/00075197-200201000-00012</pub-id> <pub-id pub-id-type="pmid">11790952</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kimura</surname> <given-names>I.</given-names></name> <name><surname>Inoue</surname> <given-names>D.</given-names></name> <name><surname>Hirano</surname> <given-names>K.</given-names></name> <name><surname>Tsujimoto</surname> <given-names>G.</given-names></name></person-group> (<year>2014</year>). <article-title>The SCFA receptor GPR43 and energy metabolism.</article-title> <source><italic>Front. Endocrinol.</italic></source> <volume>5</volume>:<fpage>85</fpage>. <pub-id pub-id-type="doi">10.3389/fendo.2014.00085</pub-id> <pub-id pub-id-type="pmid">24926285</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname> <given-names>V.</given-names></name> <name><surname>Selby</surname> <given-names>A.</given-names></name> <name><surname>Rankin</surname> <given-names>D.</given-names></name> <name><surname>Patel</surname> <given-names>R.</given-names></name> <name><surname>Atherton</surname> <given-names>P.</given-names></name> <name><surname>Hildebrandt</surname> <given-names>W.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Age-related differences in the dose&#x2013;response relationship of muscle protein synthesis to resistance exercise in young and old men.</article-title> <source><italic>J. Physiol.</italic></source> <volume>587</volume> <fpage>211</fpage>&#x2013;<lpage>217</lpage>. <pub-id pub-id-type="doi">10.1113/jphysiol.2008.164483</pub-id> <pub-id pub-id-type="pmid">19001042</pub-id></citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lahiri</surname> <given-names>S.</given-names></name> <name><surname>Kim</surname> <given-names>H.</given-names></name> <name><surname>Garcia-Perez</surname> <given-names>I.</given-names></name> <name><surname>Reza</surname> <given-names>M. M.</given-names></name> <name><surname>Martin</surname> <given-names>K. A.</given-names></name> <name><surname>Kundu</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>The gut microbiota influences skeletal muscle mass and function in mice.</article-title> <source><italic>Sci. Transl. Med.</italic></source> <volume>11</volume>:<fpage>eaan5662</fpage>. <pub-id pub-id-type="doi">10.1126/scitranslmed.aan5662</pub-id> <pub-id pub-id-type="pmid">31341063</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lahtinen</surname> <given-names>S. J.</given-names></name> <name><surname>Tammela</surname> <given-names>L.</given-names></name> <name><surname>Ahokoski</surname> <given-names>H.</given-names></name> <name><surname>Mykk&#x00E4;nen</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Probiotics modulate the Bifidobacterium microbiota of elderly nursing home residents.</article-title> <source><italic>Age</italic></source> <volume>31</volume> <fpage>59</fpage>&#x2013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1007/s11357-008-9081-0</pub-id> <pub-id pub-id-type="pmid">19234769</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Langille</surname> <given-names>M. G. I.</given-names></name> <name><surname>Meehan</surname> <given-names>C. J.</given-names></name> <name><surname>Koenig</surname> <given-names>J. E.</given-names></name> <name><surname>Dhanani</surname> <given-names>A. S.</given-names></name> <name><surname>Rose</surname> <given-names>R. A.</given-names></name> <name><surname>Howlett</surname> <given-names>S. E.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Microbial shifts in the aging mouse gut.</article-title> <source><italic>Microbiome</italic></source> <volume>2</volume>:<fpage>50</fpage>.</citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larsen</surname> <given-names>N.</given-names></name> <name><surname>Vogensen</surname> <given-names>F. K.</given-names></name> <name><surname>Van Den Berg</surname> <given-names>F. W. J.</given-names></name> <name><surname>Nielsen</surname> <given-names>D. S.</given-names></name> <name><surname>Andreasen</surname> <given-names>A. S.</given-names></name> <name><surname>Pedersen</surname> <given-names>B. K.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Gut microbiota in human adults with type 2 diabetes differs from non-diabetic adults.</article-title> <source><italic>PLoS One</italic></source> <volume>5</volume>:<fpage>e9085</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0009085</pub-id> <pub-id pub-id-type="pmid">20140211</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Le Chatelier</surname> <given-names>E.</given-names></name> <name><surname>Nielsen</surname> <given-names>T.</given-names></name> <name><surname>Qin</surname> <given-names>J.</given-names></name> <name><surname>Prifti</surname> <given-names>E.</given-names></name> <name><surname>Hildebrand</surname> <given-names>F.</given-names></name> <name><surname>Falony</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Richness of human gut microbiome correlates with metabolic markers.</article-title> <source><italic>Nature</italic></source> <volume>500</volume> <fpage>541</fpage>&#x2013;<lpage>546</lpage>.</citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>M.-C.</given-names></name> <name><surname>Hsu</surname> <given-names>Y.-J.</given-names></name> <name><surname>Ho</surname> <given-names>H.-H.</given-names></name> <name><surname>Hsieh</surname> <given-names>S.-H.</given-names></name> <name><surname>Kuo</surname> <given-names>Y.-W.</given-names></name> <name><surname>Sung</surname> <given-names>H.-C.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Lactobacillus salivarius <italic>Subspecies salicinius</italic> SA-03 is a new probiotic capable of enhancing exercise performance and decreasing fatigue.</article-title> <source><italic>Microorganisms</italic></source> <volume>8</volume>:<fpage>545</fpage>. <pub-id pub-id-type="doi">10.3390/microorganisms8040545</pub-id> <pub-id pub-id-type="pmid">32283729</pub-id></citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>M.</given-names></name> <name><surname>Li</surname> <given-names>G.</given-names></name> <name><surname>Zhu</surname> <given-names>L.</given-names></name> <name><surname>Yin</surname> <given-names>Y.</given-names></name> <name><surname>Zhao</surname> <given-names>X.</given-names></name> <name><surname>Xiang</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Isolation and characterization of an Agaro-Oligosaccharide (AO)-hydrolyzing bacterium from the gut microflora of Chinese individuals.</article-title> <source><italic>PLoS One</italic></source> <volume>9</volume>:<fpage>e91106</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0091106</pub-id> <pub-id pub-id-type="pmid">24622338</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liang</surname> <given-names>H.</given-names></name> <name><surname>Hussey</surname> <given-names>S. E.</given-names></name> <name><surname>Sanchez-Avila</surname> <given-names>A.</given-names></name> <name><surname>Tantiwong</surname> <given-names>P.</given-names></name> <name><surname>Musi</surname> <given-names>N.</given-names></name></person-group> (<year>2013</year>). <article-title>Effect of lipopolysaccharide on inflammation and insulin action in human muscle.</article-title> <source><italic>PLoS One</italic></source> <volume>8</volume>:<fpage>e63983</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0063983</pub-id> <pub-id pub-id-type="pmid">23704966</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>R.</given-names></name> <name><surname>Liu</surname> <given-names>W.</given-names></name> <name><surname>Piao</surname> <given-names>M.</given-names></name> <name><surname>Zhu</surname> <given-names>H.</given-names></name></person-group> (<year>2017</year>). <article-title>A review of the relationship between the gut microbiota and amino acid metabolism.</article-title> <source><italic>Amino Acids.</italic></source> <volume>49</volume> <fpage>2083</fpage>&#x2013;<lpage>2090</lpage>. <pub-id pub-id-type="doi">10.1007/s00726-017-2493-3</pub-id> <pub-id pub-id-type="pmid">28932911</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ling</surname> <given-names>Z.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Cheng</surname> <given-names>Y.</given-names></name> <name><surname>Yan</surname> <given-names>X.</given-names></name> <name><surname>Wu</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Gut microbiota and aging.</article-title> <source><italic>Crit. Rev. Food Sci. Nutr.</italic></source> <volume>90</volume> <fpage>351</fpage>&#x2013;<lpage>371</lpage>.</citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>C.</given-names></name> <name><surname>Cheung</surname> <given-names>W.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Chow</surname> <given-names>S. K.</given-names></name> <name><surname>Yu</surname> <given-names>J.</given-names></name> <name><surname>Wong</surname> <given-names>S. H.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Understanding the gut microbiota and sarcopenia: a systematic review.</article-title> <source><italic>J. Cachexia Sarcopenia Muscle.</italic></source> <comment>Online ahead of print.</comment></citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lluch</surname> <given-names>J.</given-names></name> <name><surname>Servant</surname> <given-names>F.</given-names></name> <name><surname>Pa</surname> <given-names>S.</given-names></name> <name><surname>Valle</surname> <given-names>C.</given-names></name> <name><surname>Vali</surname> <given-names>S.</given-names></name> <name><surname>Kuchly</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The characterization of novel tissue microbiota using an optimized 16S metagenomic sequencing pipeline.</article-title> <source><italic>PLoS One</italic></source> <volume>10</volume>:<fpage>e0142334</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0142334</pub-id> <pub-id pub-id-type="pmid">26544955</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lustgarten</surname> <given-names>M. S.</given-names></name></person-group> (<year>2016</year>). <article-title>Classifying aging as a disease: the role of microbes.</article-title> <source><italic>Front. Genet.</italic></source> <volume>7</volume>:<fpage>212</fpage>. <pub-id pub-id-type="doi">10.3389/fgene.2016.00212</pub-id> <pub-id pub-id-type="pmid">27990156</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lv</surname> <given-names>W.</given-names></name> <name><surname>Lin</surname> <given-names>X.</given-names></name> <name><surname>Shen</surname> <given-names>H.</given-names></name> <name><surname>Liu</surname> <given-names>H.</given-names></name> <name><surname>Qiu</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Human gut microbiome impacts skeletal muscle mass via gut microbial synthesis of the short-chain fatty acid butyrate among healthy menopausal women.</article-title> <source><italic>J. Cachexia Sarcopenia Muscle.</italic></source> <comment>Online ahead of print.</comment></citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Macfarlane</surname> <given-names>S.</given-names></name> <name><surname>Cleary</surname> <given-names>S.</given-names></name> <name><surname>Bahrami</surname> <given-names>B.</given-names></name> <name><surname>Reynolds</surname> <given-names>N.</given-names></name> <name><surname>Macfarlane</surname> <given-names>G. T.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Synbiotic consumption changes the metabolism and composition of the gut microbiota in older people and modifies inflammatory processes: a randomised, double-blind, placebo-controlled crossover study.</article-title> <source><italic>Aliment. Pharmacol. Ther.</italic></source> <volume>38</volume> <fpage>804</fpage>&#x2013;<lpage>816</lpage>. <pub-id pub-id-type="doi">10.1111/apt.12453</pub-id> <pub-id pub-id-type="pmid">23957631</pub-id></citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maes</surname> <given-names>M.</given-names></name> <name><surname>Kubera</surname> <given-names>M.</given-names></name> <name><surname>Leunis</surname> <given-names>J.-C.</given-names></name> <name><surname>Berk</surname> <given-names>M.</given-names></name></person-group> (<year>2012</year>). <article-title>Increased IgA and IgM responses against gut commensals in chronic depression: further evidence for increased bacterial translocation or leaky gut.</article-title> <source><italic>J. Affect. Disord.</italic></source> <volume>141</volume> <fpage>55</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/j.jad.2012.02.023</pub-id> <pub-id pub-id-type="pmid">22410503</pub-id></citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mahnic</surname> <given-names>A.</given-names></name> <name><surname>Breskvar</surname> <given-names>M.</given-names></name> <name><surname>Dzeroski</surname> <given-names>S.</given-names></name> <name><surname>Skok</surname> <given-names>P.</given-names></name> <name><surname>Pintar</surname> <given-names>S.</given-names></name> <name><surname>Rupnik</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Distinct types of gut microbiota dysbiosis in hospitalized gastroenterological patients are disease non-related and characterized with the predominance of either <italic>Enterobacteriaceae</italic> or <italic>Enterococcus</italic>.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>11</volume>:<fpage>120</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2020.00120</pub-id> <pub-id pub-id-type="pmid">32117143</pub-id></citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Manickam</surname> <given-names>R.</given-names></name> <name><surname>Yun</surname> <given-names>H.</given-names></name> <name><surname>Oh</surname> <given-names>P.</given-names></name> <name><surname>Tan</surname> <given-names>C. K.</given-names></name> <name><surname>Paramalingam</surname> <given-names>E.</given-names></name></person-group> (<year>2018</year>). <article-title>Metronidazole causes skeletal muscle atrophy and modulates muscle chronometabolism.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>19</volume>:<fpage>2418</fpage>. <pub-id pub-id-type="doi">10.3390/ijms19082418</pub-id> <pub-id pub-id-type="pmid">30115857</pub-id></citation></ref>
<ref id="B98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mardinoglu</surname> <given-names>A.</given-names></name> <name><surname>Shoaie</surname> <given-names>S.</given-names></name> <name><surname>Bergentall</surname> <given-names>M.</given-names></name> <name><surname>Ghaffari</surname> <given-names>P.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Larsson</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The gut 434 microbiota modulates host amino acid and glutathione metabolism in mice.</article-title> <source><italic>Mol. Syst. Biol.</italic></source> <volume>11</volume>:<fpage>834</fpage>. <pub-id pub-id-type="doi">10.15252/msb.20156487</pub-id> <pub-id pub-id-type="pmid">26475342</pub-id></citation></ref>
<ref id="B99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mariat</surname> <given-names>D.</given-names></name> <name><surname>Firmesse</surname> <given-names>O.</given-names></name> <name><surname>Levenez</surname> <given-names>F.</given-names></name> <name><surname>Guimar</surname> <given-names>V. D.</given-names></name> <name><surname>Sokol</surname> <given-names>H.</given-names></name> <name><surname>Dor&#x00E9;</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>The Firmicutes/Bacteroidetes ratio of the human microbiota changes with age.</article-title> <source><italic>BMC Microbiol.</italic></source> <volume>9</volume>:<fpage>123</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2180-9-123</pub-id> <pub-id pub-id-type="pmid">19508720</pub-id></citation></ref>
<ref id="B100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin</surname> <given-names>A.</given-names></name> <name><surname>Ecklu-mensah</surname> <given-names>G.</given-names></name> <name><surname>Gilbert</surname> <given-names>J.</given-names></name> <name><surname>Devkota</surname> <given-names>S.</given-names></name> <name><surname>Ha</surname> <given-names>C. W. Y.</given-names></name> <name><surname>Hendrick</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Gut microbiota mediate the FGF21 adaptive stress response to chronic dietary protein-restriction in mice.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>12</volume>:<fpage>3838</fpage>.</citation></ref>
<ref id="B101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin</surname> <given-names>A. M.</given-names></name> <name><surname>Sun</surname> <given-names>E. W.</given-names></name> <name><surname>Rogers</surname> <given-names>G. B.</given-names></name> <name><surname>Keating</surname> <given-names>D. J.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>The influence of the gut microbiome on host metabolism through the regulation of gut hormone release.</article-title> <source><italic>Front. Physiol.</italic></source> <volume>10</volume>:<fpage>428</fpage>. <pub-id pub-id-type="doi">10.3389/fphys.2019.00428</pub-id> <pub-id pub-id-type="pmid">31057420</pub-id></citation></ref>
<ref id="B102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maruta</surname> <given-names>H.</given-names></name> <name><surname>Yoshimura</surname> <given-names>Y.</given-names></name> <name><surname>Araki</surname> <given-names>A.</given-names></name> <name><surname>Kimoto</surname> <given-names>M.</given-names></name> <name><surname>Takahashi</surname> <given-names>Y.</given-names></name> <name><surname>Yamashita</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Activation of AMP-activated protein kinase and stimulation of energy metabolism by acetic acid in L6 myotube cells.</article-title> <source><italic>PLoS One</italic></source> <volume>11</volume>:<fpage>e0158055</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0158055</pub-id> <pub-id pub-id-type="pmid">27348124</pub-id></citation></ref>
<ref id="B103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mcleod</surname> <given-names>J. C.</given-names></name> <name><surname>Stokes</surname> <given-names>T.</given-names></name> <name><surname>Phillips</surname> <given-names>S. M.</given-names></name> <name><surname>Phillips</surname> <given-names>S. M.</given-names></name></person-group> (<year>2019</year>). <article-title>Resistance exercise training as a primary countermeasure to age-related Chronic disease.</article-title> <source><italic>Front. Physiol.</italic></source> <volume>10</volume>:<fpage>645</fpage>. <pub-id pub-id-type="doi">10.3389/fphys.2019.00645</pub-id> <pub-id pub-id-type="pmid">31244666</pub-id></citation></ref>
<ref id="B104"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Metges</surname> <given-names>C. C.</given-names></name> <name><surname>El-Khoury</surname> <given-names>A. E.</given-names></name> <name><surname>Henneman</surname> <given-names>L.</given-names></name> <name><surname>Petzke</surname> <given-names>K. J.</given-names></name> <name><surname>Grant</surname> <given-names>I.</given-names></name> <name><surname>Bedri</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>1999</year>). <article-title>Availability of intestinal microbial lysine for whole body lysine homeostasis in human subjects.</article-title> <source><italic>Am. J. Physiol. Endocrinol. Metab.</italic></source> <volume>277</volume> <fpage>E597</fpage>&#x2013;<lpage>E607</lpage>.</citation></ref>
<ref id="B105"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Milani</surname> <given-names>C.</given-names></name> <name><surname>Ferrario</surname> <given-names>C.</given-names></name> <name><surname>Turroni</surname> <given-names>F.</given-names></name> <name><surname>Duranti</surname> <given-names>S.</given-names></name> <name><surname>Mangifesta</surname> <given-names>M.</given-names></name> <name><surname>Sinderen</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>The human gut microbiota and its interactive connections to diet.</article-title> <source><italic>J. Hum. Nutr. Diet.</italic></source> <volume>29</volume> <fpage>539</fpage>&#x2013;<lpage>546</lpage>. <pub-id pub-id-type="doi">10.1111/jhn.12371</pub-id> <pub-id pub-id-type="pmid">27161433</pub-id></citation></ref>
<ref id="B106"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moore</surname> <given-names>D. R.</given-names></name> <name><surname>Churchward-Venne</surname> <given-names>T. A.</given-names></name> <name><surname>Witard</surname> <given-names>O.</given-names></name> <name><surname>Breen</surname> <given-names>L.</given-names></name> <name><surname>Burd</surname> <given-names>N. A.</given-names></name> <name><surname>Tipton</surname> <given-names>K. D.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Protein ingestion to stimulate myofibrillar protein synthesis requires greater relative protein intakes in healthy older versus younger men.</article-title> <source><italic>J. Gerontol - Ser A Biol. Sci. Med. Sci.</italic></source> <volume>70</volume> <fpage>57</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1093/gerona/glu103</pub-id> <pub-id pub-id-type="pmid">25056502</pub-id></citation></ref>
<ref id="B107"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morita</surname> <given-names>E.</given-names></name> <name><surname>Yokoyama</surname> <given-names>H.</given-names></name> <name><surname>Imai</surname> <given-names>D.</given-names></name> <name><surname>Takeda</surname> <given-names>R.</given-names></name> <name><surname>Ota</surname> <given-names>A.</given-names></name> <name><surname>Kawai</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Aerobic exercise training with brisk walking increases intestinal <italic>Bacteroides</italic> in healthy elderly women.</article-title> <source><italic>Nutrients</italic></source> <volume>11</volume>:<fpage>868</fpage>. <pub-id pub-id-type="doi">10.3390/nu11040868</pub-id> <pub-id pub-id-type="pmid">30999699</pub-id></citation></ref>
<ref id="B108"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moszak</surname> <given-names>M.</given-names></name> <name><surname>Szuli&#x0144;ska</surname> <given-names>M.</given-names></name> <name><surname>Bogda&#x0144;ski</surname> <given-names>P.</given-names></name></person-group> (<year>2020</year>). <article-title>You are what you eat&#x2014;the relationship between diet, microbiota, and metabolic disorders&#x2014; a review.</article-title> <source><italic>Nutrients</italic></source> <volume>12</volume>:<fpage>1096</fpage>. <pub-id pub-id-type="doi">10.3390/nu12041096</pub-id> <pub-id pub-id-type="pmid">32326604</pub-id></citation></ref>
<ref id="B109"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Murtaza</surname> <given-names>N.</given-names></name> <name><surname>Burke</surname> <given-names>L. M.</given-names></name> <name><surname>Vlahovich</surname> <given-names>N.</given-names></name> <name><surname>Charlesson</surname> <given-names>B.</given-names></name> <name><surname>O&#x2019;Neill</surname> <given-names>H.</given-names></name> <name><surname>Ross</surname> <given-names>M. L.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>The effects of dietary pattern during intensified training on stool microbiota of elite race walkers.</article-title> <source><italic>Nutrients</italic></source> <volume>11</volume>:<fpage>261</fpage>. <pub-id pub-id-type="doi">10.3390/nu11020261</pub-id> <pub-id pub-id-type="pmid">30682843</pub-id></citation></ref>
<ref id="B110"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nagpal</surname> <given-names>R.</given-names></name> <name><surname>Mainali</surname> <given-names>R.</given-names></name> <name><surname>Ahmadi</surname> <given-names>S.</given-names></name> <name><surname>Wang</surname> <given-names>S.</given-names></name> <name><surname>Singh</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Gut microbiome and aging: physiological and mechanistic insights.</article-title> <source><italic>Nutr. Healthy Ageing</italic></source> <volume>4</volume> <fpage>267</fpage>&#x2013;<lpage>285</lpage>. <pub-id pub-id-type="doi">10.3233/nha-170030</pub-id> <pub-id pub-id-type="pmid">29951588</pub-id></citation></ref>
<ref id="B111"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nay</surname> <given-names>K.</given-names></name> <name><surname>Jollet</surname> <given-names>M.</given-names></name> <name><surname>Goustard</surname> <given-names>B.</given-names></name> <name><surname>Baati</surname> <given-names>N.</given-names></name> <name><surname>Vernus</surname> <given-names>B.</given-names></name> <name><surname>Pontones</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Gut bacteria are critical for optimal muscle function: a potential link with glucose homeostasis.</article-title> <source><italic>Am. J. Physiol. Metab.</italic></source> <volume>317</volume> <fpage>E158</fpage>&#x2013;<lpage>E171</lpage>.</citation></ref>
<ref id="B112"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nelke</surname> <given-names>C.</given-names></name> <name><surname>Dziewas</surname> <given-names>R.</given-names></name> <name><surname>Minnerup</surname> <given-names>J.</given-names></name> <name><surname>Meuth</surname> <given-names>S. G.</given-names></name> <name><surname>Ruck</surname> <given-names>T.</given-names></name></person-group> (<year>2019</year>). <article-title>Skeletal muscle as potential central link between sarcopenia and immune senescence.</article-title> <source><italic>EBioMedicine</italic></source> <volume>49</volume> <fpage>381</fpage>&#x2013;<lpage>388</lpage>. <pub-id pub-id-type="doi">10.1016/j.ebiom.2019.10.034</pub-id> <pub-id pub-id-type="pmid">31662290</pub-id></citation></ref>
<ref id="B113"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neto</surname> <given-names>J. V.</given-names></name> <name><surname>De Melo</surname> <given-names>C. M.</given-names></name> <name><surname>Maria</surname> <given-names>S.</given-names></name> <name><surname>Ribeiro</surname> <given-names>L.</given-names></name></person-group> (<year>2013</year>). <article-title>Effects of three-month intake of synbiotic on inflammation and body composition in the elderly: a pilot study.</article-title> <source><italic>Nutrients</italic></source> <volume>5</volume> <fpage>1276</fpage>&#x2013;<lpage>1286</lpage>. <pub-id pub-id-type="doi">10.3390/nu5041276</pub-id> <pub-id pub-id-type="pmid">23595135</pub-id></citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ni Lochlainn</surname> <given-names>M.</given-names></name> <name><surname>Nessa</surname> <given-names>A.</given-names></name> <name><surname>Sheedy</surname> <given-names>A.</given-names></name> <name><surname>Horsfall</surname> <given-names>R.</given-names></name> <name><surname>Garc&#x00ED;a</surname> <given-names>M. P.</given-names></name> <name><surname>Hart</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>The PROMOTe study: targeting the gut microbiome with prebiotics to overcome age-related anabolic resistance: protocol for a double-blinded, randomised, placebo-controlled trial.</article-title> <source><italic>BMC Geriatr.</italic></source> <volume>21</volume>:<fpage>407</fpage>. <pub-id pub-id-type="doi">10.1186/s12877-021-02301-y</pub-id> <pub-id pub-id-type="pmid">34210274</pub-id></citation></ref>
<ref id="B114"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ni</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>X.</given-names></name> <name><surname>Zheng</surname> <given-names>L.</given-names></name> <name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Wu</surname> <given-names>L.</given-names></name> <name><surname>Jiang</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Lactobacillus and bifidobacterium improves physiological function and cognitive ability in aged mice by the regulation of gut microbiota.</article-title> <source><italic>Mol. Nutr. Food Res.</italic></source> <volume>63</volume>:<fpage>1900603</fpage>. <pub-id pub-id-type="doi">10.1002/mnfr.201900603</pub-id> <pub-id pub-id-type="pmid">31433910</pub-id></citation></ref>
<ref id="B115"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nilsson</surname> <given-names>N. E.</given-names></name> <name><surname>Kotarsky</surname> <given-names>K.</given-names></name> <name><surname>Owman</surname> <given-names>C.</given-names></name></person-group> (<year>2003</year>). <article-title>Identification of a free fatty acid receptor, FFA2R, expressed on leukocytes and activated by short-chain fatty acids.</article-title> <source><italic>Biochem. Biophys. Res. Commun.</italic></source> <volume>303</volume> <fpage>1047</fpage>&#x2013;<lpage>1052</lpage>. <pub-id pub-id-type="doi">10.1016/s0006-291x(03)00488-1</pub-id></citation></ref>
<ref id="B116"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Odamaki</surname> <given-names>T.</given-names></name> <name><surname>Kato</surname> <given-names>K.</given-names></name> <name><surname>Sugahara</surname> <given-names>H.</given-names></name> <name><surname>Hashikura</surname> <given-names>N.</given-names></name> <name><surname>Takahashi</surname> <given-names>S.</given-names></name> <name><surname>Xiao</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Age-related changes in gut microbiota composition from newborn to centenarian: a cross-sectional study.</article-title> <source><italic>BMC Microbiol.</italic></source> <volume>16</volume>:<fpage>90</fpage>. <pub-id pub-id-type="doi">10.1186/s12866-016-0708-5</pub-id> <pub-id pub-id-type="pmid">27220822</pub-id></citation></ref>
<ref id="B117"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Okamoto</surname> <given-names>T.</given-names></name> <name><surname>Morino</surname> <given-names>K.</given-names></name> <name><surname>Ugi</surname> <given-names>S.</given-names></name> <name><surname>Nakagawa</surname> <given-names>F.</given-names></name> <name><surname>Lemecha</surname> <given-names>M.</given-names></name> <name><surname>Ida</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Microbiome potentiates endurance exercise through intestinal acetate production.</article-title> <source><italic>Am. J. Physiol. Metab.</italic></source> <volume>316</volume> <fpage>956</fpage>&#x2013;<lpage>966</lpage>.</citation></ref>
<ref id="B118"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Phillips</surname> <given-names>B. E.</given-names></name> <name><surname>Atherton</surname> <given-names>P. J.</given-names></name> <name><surname>Varadhan</surname> <given-names>K.</given-names></name> <name><surname>Limb</surname> <given-names>M. C.</given-names></name> <name><surname>Wilkinson</surname> <given-names>D. J.</given-names></name> <name><surname>Sj&#x00F8;berg</surname> <given-names>K. A.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The effects of resistance exercise training on macro- and micro-circulatory responses to feeding and skeletal muscle protein anabolism in older men.</article-title> <source><italic>J. Physiol.</italic></source> <volume>12</volume> <fpage>2721</fpage>&#x2013;<lpage>2734</lpage>. <pub-id pub-id-type="doi">10.1113/jp270343</pub-id> <pub-id pub-id-type="pmid">25867865</pub-id></citation></ref>
<ref id="B119"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Picca</surname> <given-names>A.</given-names></name> <name><surname>Ponziani</surname> <given-names>F. R.</given-names></name> <name><surname>Calvani</surname> <given-names>R.</given-names></name> <name><surname>Marini</surname> <given-names>F.</given-names></name> <name><surname>Biancolillo</surname> <given-names>A.</given-names></name> <name><surname>Gervasoni</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Gut microbial, inflammatory and metabolic signatures in older people with physical frailty and sarcopenia: results from the BIOSPHERE study.</article-title> <source><italic>Nutrients</italic></source> <volume>12</volume>:<fpage>65</fpage>. <pub-id pub-id-type="doi">10.3390/nu12010065</pub-id> <pub-id pub-id-type="pmid">31887978</pub-id></citation></ref>
<ref id="B120"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ponziani</surname> <given-names>R. F.</given-names></name> <name><surname>Picca</surname> <given-names>A.</given-names></name> <name><surname>Marzetti</surname> <given-names>E.</given-names></name> <name><surname>Calvani</surname> <given-names>R.</given-names></name> <name><surname>Conta</surname> <given-names>G.</given-names></name> <name><surname>Del</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Characterization of the gut-liver-muscle axis in cirrhotic patients with sarcopenia.</article-title> <source><italic>Liver Int.</italic></source> <volume>41</volume> <fpage>1320</fpage>&#x2013;<lpage>1334</lpage>. <pub-id pub-id-type="doi">10.1111/liv.14876</pub-id> <pub-id pub-id-type="pmid">33713524</pub-id></citation></ref>
<ref id="B121"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Przew&#x0142;&#x00F3;cka</surname> <given-names>K.</given-names></name> <name><surname>Folwarski</surname> <given-names>M.</given-names></name> <name><surname>Kazmierczak-Siedlecka</surname> <given-names>K.</given-names></name> <name><surname>Skonieczna-Zydecka</surname> <given-names>K.</given-names></name> <name><surname>Kaczor</surname> <given-names>J. J.</given-names></name></person-group> (<year>2020</year>). <article-title>Gut-Muscle axis exists and may affect skeletal muscle adaptation to training.</article-title> <source><italic>Nutrients</italic></source> <volume>12</volume>:<fpage>1451</fpage>.</citation></ref>
<ref id="B122"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qian</surname> <given-names>F.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>L.</given-names></name> <name><surname>Chen</surname> <given-names>S.</given-names></name> <name><surname>Allore</surname> <given-names>H.</given-names></name> <name><surname>Bockenstedt</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Age-associated elevation in TLR5 leads to increased inflammatory responses in the elderly.</article-title> <source><italic>Aging Cell</italic></source> <volume>11</volume> <fpage>104</fpage>&#x2013;<lpage>110</lpage>. <pub-id pub-id-type="doi">10.1111/j.1474-9726.2011.00759.x</pub-id> <pub-id pub-id-type="pmid">22023165</pub-id></citation></ref>
<ref id="B123"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qiu</surname> <given-names>Y.</given-names></name> <name><surname>Yu</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Yu</surname> <given-names>H.</given-names></name> <name><surname>Xue</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Depletion of gut microbiota induces skeletal muscle atrophy by FXR-FGF15/19 signalling.</article-title> <source><italic>Ann. Med.</italic></source> <volume>53</volume> <fpage>508</fpage>&#x2013;<lpage>522</lpage>. <pub-id pub-id-type="doi">10.1080/07853890.2021.1900593</pub-id> <pub-id pub-id-type="pmid">33783283</pub-id></citation></ref>
<ref id="B124"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quiroga</surname> <given-names>R.</given-names></name> <name><surname>Nistal</surname> <given-names>E.</given-names></name> <name><surname>Est&#x00E9;banez</surname> <given-names>B.</given-names></name> <name><surname>Porras</surname> <given-names>D.</given-names></name> <name><surname>Ju&#x00E1;rez-fern&#x00E1;ndez</surname> <given-names>M.</given-names></name> <name><surname>Mart&#x00ED;nez-fl&#x00F3;rez</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Exercise training modulates the gut microbiota profile and impairs inflammatory signaling pathways in obese children.</article-title> <source><italic>Exp. Mol. Med.</italic></source> <volume>52</volume> <fpage>1048</fpage>&#x2013;<lpage>1061</lpage>. <pub-id pub-id-type="doi">10.1038/s12276-020-0459-0</pub-id> <pub-id pub-id-type="pmid">32624568</pub-id></citation></ref>
<ref id="B125"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rebello</surname> <given-names>C. J.</given-names></name> <name><surname>Burton</surname> <given-names>J.</given-names></name> <name><surname>Heiman</surname> <given-names>M.</given-names></name> <name><surname>Greenway</surname> <given-names>F. L.</given-names></name></person-group> (<year>2016</year>). <article-title>Gastrointestinal microbiome modulator improves glucose tolerance in overweight and obese subjects: a randomized controlled pilot trial.</article-title> <source><italic>J. Diab. Compl.</italic></source> <volume>29</volume> <fpage>1272</fpage>&#x2013;<lpage>1276</lpage>. <pub-id pub-id-type="doi">10.1016/j.jdiacomp.2015.08.023</pub-id> <pub-id pub-id-type="pmid">26424589</pub-id></citation></ref>
<ref id="B126"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>R&#x00ED;os-Covi&#x00E1;n</surname> <given-names>D.</given-names></name> <name><surname>Ruas-Madiedo</surname> <given-names>P.</given-names></name> <name><surname>Margolles</surname> <given-names>A.</given-names></name> <name><surname>Gueimonde</surname> <given-names>M.</given-names></name> <name><surname>De los Reyes-Gavil&#x00E1;n</surname> <given-names>C. G.</given-names></name> <name><surname>Salazar</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Intestinal short chain fatty acids and their link with diet and human health.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>7</volume>:<fpage>185</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2016.00185</pub-id> <pub-id pub-id-type="pmid">26925050</pub-id></citation></ref>
<ref id="B127"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rosenberg</surname> <given-names>I. H.</given-names></name></person-group> (<year>1997</year>). <article-title>Sarcopenia: origins and clinical relevance.</article-title> <source><italic>J. Nutr.</italic></source> <volume>127</volume> <fpage>990S</fpage>&#x2013;<lpage>991S</lpage>.</citation></ref>
<ref id="B128"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sakuma</surname> <given-names>K.</given-names></name> <name><surname>Yamaguchi</surname> <given-names>A.</given-names></name></person-group> (<year>2012</year>). <article-title>Sarcopenia and age-related endocrine function.</article-title> <source><italic>Int. J. Endocrinol.</italic></source> <volume>2012</volume>:<fpage>127362</fpage>.</citation></ref>
<ref id="B129"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scheiman</surname> <given-names>J.</given-names></name> <name><surname>Luber</surname> <given-names>J. M.</given-names></name> <name><surname>Chavkin</surname> <given-names>T. A.</given-names></name> <name><surname>Macdonald</surname> <given-names>T.</given-names></name> <name><surname>Tung</surname> <given-names>A.</given-names></name> <name><surname>Pham</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Meta-omics analysis of elite athletes identifies a performance-enhancing microbe that functions via lactate metabolism.</article-title> <source><italic>Nat. Med.</italic></source> <volume>25</volume> <fpage>1104</fpage>&#x2013;<lpage>1109</lpage>. <pub-id pub-id-type="doi">10.1038/s41591-019-0485-4</pub-id> <pub-id pub-id-type="pmid">31235964</pub-id></citation></ref>
<ref id="B130"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schieber</surname> <given-names>A. M. P.</given-names></name> <name><surname>Lee</surname> <given-names>Y. M.</given-names></name> <name><surname>Chang</surname> <given-names>M. W.</given-names></name> <name><surname>Collins</surname> <given-names>B.</given-names></name> <name><surname>Downes</surname> <given-names>M.</given-names></name> <name><surname>Evans</surname> <given-names>R. M.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Disease tolerance mediated by commensal <italic>E. coli</italic> via inflammasome and igf-1 signaling.</article-title> <source><italic>Science</italic></source> <volume>350</volume> <fpage>558</fpage>&#x2013;<lpage>563</lpage>. <pub-id pub-id-type="doi">10.1126/science.aac6468</pub-id> <pub-id pub-id-type="pmid">26516283</pub-id></citation></ref>
<ref id="B131"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shafiee</surname> <given-names>G.</given-names></name> <name><surname>Keshtkar</surname> <given-names>A.</given-names></name> <name><surname>Soltani</surname> <given-names>A.</given-names></name> <name><surname>Ahadi</surname> <given-names>Z.</given-names></name> <name><surname>Larijani</surname> <given-names>B.</given-names></name> <name><surname>Heshmat</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Prevalence of sarcopenia in the world: a systematic review and meta-analysis of general population studies.</article-title> <source><italic>J. Diab. Metab. Disord.</italic></source> <volume>16</volume>:<fpage>21</fpage>.</citation></ref>
<ref id="B132"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shou</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>P. J.</given-names></name> <name><surname>Xiao</surname> <given-names>W. H.</given-names></name></person-group> (<year>2020</year>). <article-title>Mechanism of increased risk of insulin resistance in aging skeletal muscle.</article-title> <source><italic>Diab. Metab. Syndr.</italic></source> <volume>12</volume>:<fpage>14</fpage>.</citation></ref>
<ref id="B133"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Siddharth</surname> <given-names>J.</given-names></name> <name><surname>Chakrabarti</surname> <given-names>A.</given-names></name> <name><surname>Pann&#x00E9;rec</surname> <given-names>A.</given-names></name> <name><surname>Karaz</surname> <given-names>S.</given-names></name> <name><surname>Rivron</surname> <given-names>D. M.</given-names></name> <name><surname>Masoodi</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Aging and sarcopenia associate with specific interactions between gut microbes, serum biomarkers and host physiology in rats.</article-title> <source><italic>Aging</italic></source> <volume>9</volume> <fpage>1698</fpage>&#x2013;<lpage>1714</lpage>. <pub-id pub-id-type="doi">10.18632/aging.101262</pub-id> <pub-id pub-id-type="pmid">28783713</pub-id></citation></ref>
<ref id="B134"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snijders</surname> <given-names>T.</given-names></name> <name><surname>Nederveen</surname> <given-names>J. P.</given-names></name> <name><surname>Mckay</surname> <given-names>B. R.</given-names></name> <name><surname>Joanisse</surname> <given-names>S.</given-names></name> <name><surname>Verdijk</surname> <given-names>L. B.</given-names></name> <name><surname>Van Loon</surname> <given-names>L. J. C.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Satellite cells in human skeletal muscle plasticity.</article-title> <source><italic>Front. Physiol.</italic></source> <volume>6</volume>:<fpage>683</fpage>. <pub-id pub-id-type="doi">10.3389/fphys.2015.00283</pub-id> <pub-id pub-id-type="pmid">26557092</pub-id></citation></ref>
<ref id="B135"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soendergaard</surname> <given-names>C.</given-names></name> <name><surname>Kvist</surname> <given-names>P. H.</given-names></name> <name><surname>Thygesen</surname> <given-names>P.</given-names></name> <name><surname>Reslow</surname> <given-names>M.</given-names></name> <name><surname>Nielsen</surname> <given-names>O. H.</given-names></name> <name><surname>Kopchick</surname> <given-names>J. J.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Characterization of growth hormone resistance in experimental and ulcerative colitis.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>18</volume>:<fpage>2046</fpage>. <pub-id pub-id-type="doi">10.3390/ijms18102046</pub-id> <pub-id pub-id-type="pmid">28946616</pub-id></citation></ref>
<ref id="B136"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sovran</surname> <given-names>B.</given-names></name> <name><surname>Hugenholtz</surname> <given-names>F.</given-names></name> <name><surname>Elderman</surname> <given-names>M.</given-names></name> <name><surname>Van Beek</surname> <given-names>A. A.</given-names></name> <name><surname>Graversen</surname> <given-names>K.</given-names></name> <name><surname>Huijskes</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Age associated impairment of the mucus barrier function is associated with profound changes in microbiota and immunity.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>9</volume>:<fpage>1437</fpage>.</citation></ref>
<ref id="B137"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stewart</surname> <given-names>C. J.</given-names></name> <name><surname>Ajami</surname> <given-names>N. J.</given-names></name> <name><surname>Brien</surname> <given-names>J. L. O.</given-names></name> <name><surname>Hutchinson</surname> <given-names>D. S.</given-names></name> <name><surname>Daniel</surname> <given-names>P.</given-names></name> <name><surname>Wong</surname> <given-names>M. C.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Temporal development of the gut microbiome in early childhood from the TEDDY study.</article-title> <source><italic>Nature</italic></source> <volume>562</volume> <fpage>583</fpage>&#x2013;<lpage>588</lpage>.</citation></ref>
<ref id="B138"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Storelli</surname> <given-names>G.</given-names></name> <name><surname>Defaye</surname> <given-names>A.</given-names></name> <name><surname>Erkosar</surname> <given-names>B.</given-names></name> <name><surname>Hols</surname> <given-names>P.</given-names></name> <name><surname>Royet</surname> <given-names>J.</given-names></name></person-group> (<year>2011</year>). <article-title><italic>Lactobacillus plantarum</italic> promotes drosophila systemic growth by modulating hormonal signals through TOR-Dependent nutrient sensing.</article-title> <source><italic>Cell Metab.</italic></source> <volume>14</volume> <fpage>403</fpage>&#x2013;<lpage>414</lpage>. <pub-id pub-id-type="doi">10.1016/j.cmet.2011.07.012</pub-id> <pub-id pub-id-type="pmid">21907145</pub-id></citation></ref>
<ref id="B139"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Strasser</surname> <given-names>B.</given-names></name> <name><surname>Wolters</surname> <given-names>M.</given-names></name> <name><surname>Weyh</surname> <given-names>C.</given-names></name> <name><surname>Kr&#x00FC;ger</surname> <given-names>K.</given-names></name> <name><surname>Ticinesi</surname> <given-names>A.</given-names></name></person-group> (<year>2021</year>). <article-title>The effects of lifestyle and diet on gut microbiota composition, inflammation and muscle performance in our aging society.</article-title> <source><italic>Nutrients</italic></source> <volume>13</volume>:<fpage>2045</fpage>. <pub-id pub-id-type="doi">10.3390/nu13062045</pub-id> <pub-id pub-id-type="pmid">34203776</pub-id></citation></ref>
<ref id="B140"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taniguchi</surname> <given-names>H.</given-names></name> <name><surname>Tanisawa</surname> <given-names>K.</given-names></name> <name><surname>Sun</surname> <given-names>X.</given-names></name> <name><surname>Kubo</surname> <given-names>T.</given-names></name> <name><surname>Hoshino</surname> <given-names>Y.</given-names></name></person-group> (<year>2018</year>). <article-title>Effects of short-term endurance exercise on gut microbiota in elderly men.</article-title> <source><italic>Physiol. Rep.</italic></source> <volume>6</volume>:<fpage>e13935</fpage>.</citation></ref>
<ref id="B141"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Theou</surname> <given-names>O.</given-names></name> <name><surname>Jayanama</surname> <given-names>K.</given-names></name> <name><surname>Fernandez</surname> <given-names>J.</given-names></name></person-group> (<year>2019</year>). <article-title>Can a prebiotic formulation reduce frailty levels in older people?</article-title> <source><italic>J. Frailty Aging</italic></source> <volume>8</volume> <fpage>48</fpage>&#x2013;<lpage>52</lpage>.</citation></ref>
<ref id="B142"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thevaranjan</surname> <given-names>N.</given-names></name> <name><surname>Puchta</surname> <given-names>A.</given-names></name> <name><surname>Schulz</surname> <given-names>C.</given-names></name> <name><surname>Verdu</surname> <given-names>E. F.</given-names></name> <name><surname>Surette</surname> <given-names>M. G.</given-names></name> <name><surname>Bowdish</surname> <given-names>D. M. E.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Age associated microbial dysbiosis promotes intestinal permeability, systemic inflammation, and macrophage dysfunction.</article-title> <source><italic>Cell Host Microbe.</italic></source> <volume>21</volume> <fpage>455</fpage>&#x2013;<lpage>466</lpage>. <pub-id pub-id-type="doi">10.1016/j.chom.2017.03.002</pub-id> <pub-id pub-id-type="pmid">28407483</pub-id></citation></ref>
<ref id="B143"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ticinesi</surname> <given-names>A.</given-names></name> <name><surname>Lauretani</surname> <given-names>F.</given-names></name> <name><surname>Milani</surname> <given-names>C.</given-names></name> <name><surname>Nouvenne</surname> <given-names>A.</given-names></name> <name><surname>Tana</surname> <given-names>C.</given-names></name> <name><surname>Del Rio</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Aging gut microbiota at the cross-road between nutrition, physical frailty, and sarcopenia: is there a gut&#x2013; muscle axis?</article-title> <source><italic>Nutrients</italic></source> <volume>9</volume>:<fpage>1303</fpage>. <pub-id pub-id-type="doi">10.3390/nu9121303</pub-id> <pub-id pub-id-type="pmid">29189738</pub-id></citation></ref>
<ref id="B144"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ticinesi</surname> <given-names>A.</given-names></name> <name><surname>Mancabelli</surname> <given-names>L.</given-names></name> <name><surname>Tagliaferri</surname> <given-names>S.</given-names></name> <name><surname>Nouvenne</surname> <given-names>A.</given-names></name> <name><surname>Milani</surname> <given-names>C.</given-names></name> <name><surname>Del Rio</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>The gut-muscle axis in older subjects with low muscle mass and performance: a proof of concept study exploring fecal microbiota composition and function with shotgun metagenomics sequencing.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>21</volume>:<fpage>8946</fpage>. <pub-id pub-id-type="doi">10.3390/ijms21238946</pub-id> <pub-id pub-id-type="pmid">33255677</pub-id></citation></ref>
<ref id="B145"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ticinesi</surname> <given-names>A.</given-names></name> <name><surname>Nouvenne</surname> <given-names>A.</given-names></name> <name><surname>Cerundolo</surname> <given-names>N.</given-names></name> <name><surname>Catania</surname> <given-names>P.</given-names></name> <name><surname>Prati</surname> <given-names>B.</given-names></name> <name><surname>Tana</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Gut microbiota, muscle mass and function in aging: a focus on physical frailty and sarcopenia.</article-title> <source><italic>Nutrients</italic></source> <volume>11</volume>:<fpage>1633</fpage>.</citation></ref>
<ref id="B146"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tipton</surname> <given-names>K. D.</given-names></name> <name><surname>Hamilton</surname> <given-names>D. L.</given-names></name> <name><surname>Gallagher</surname> <given-names>I. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Assessing the role of muscle protein breakdown in response to nutrition and exercise in humans.</article-title> <source><italic>Sport Med.</italic></source> <volume>48</volume> <fpage>53</fpage>&#x2013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1007/s40279-017-0845-5</pub-id> <pub-id pub-id-type="pmid">29368185</pub-id></citation></ref>
<ref id="B147"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tran</surname> <given-names>L.</given-names></name> <name><surname>Greenwood-Van Meerveld</surname> <given-names>B.</given-names></name></person-group> (<year>2013</year>). <article-title>Age-Associated remodeling of the intestinal epithelial barrier.</article-title> <source><italic>J. Gerontol. Biol. Sci.</italic></source> <volume>68</volume> <fpage>1045</fpage>&#x2013;<lpage>1056</lpage>. <pub-id pub-id-type="doi">10.1093/gerona/glt106</pub-id> <pub-id pub-id-type="pmid">23873964</pub-id></citation></ref>
<ref id="B148"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsukuda</surname> <given-names>N.</given-names></name> <name><surname>Yahagi</surname> <given-names>K.</given-names></name></person-group> (<year>2021</year>). <article-title>Key bacterial taxa and metabolic pathways affecting gut short-chain fatty acid profiles in early life.</article-title> <source><italic>ISME J.</italic></source> <volume>15</volume> <fpage>2574</fpage>&#x2013;<lpage>2590</lpage>. <pub-id pub-id-type="doi">10.1038/s41396-021-00937-7</pub-id> <pub-id pub-id-type="pmid">33723382</pub-id></citation></ref>
<ref id="B149"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Valentino</surname> <given-names>T. R.</given-names></name> <name><surname>Vechetti</surname> <given-names>I. J.</given-names></name> <name><surname>Mobley</surname> <given-names>B. C.</given-names></name> <name><surname>Dungan</surname> <given-names>C. M.</given-names></name> <name><surname>Golden</surname> <given-names>L.</given-names></name> <name><surname>Goh</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Dysbiosis of the gut microbiome impairs mouse skeletal muscle adaptation to exercise.</article-title> <source><italic>J. Physiol.</italic></source> <fpage>1</fpage>&#x2013;<lpage>39</lpage>. <pub-id pub-id-type="doi">10.1113/JP281788</pub-id></citation></ref>
<ref id="B150"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>van der Beek</surname> <given-names>C. M.</given-names></name> <name><surname>Canfora</surname> <given-names>E. E.</given-names></name> <name><surname>Kip</surname> <given-names>A. M.</given-names></name> <name><surname>Gorissen</surname> <given-names>S. H. M.</given-names></name> <name><surname>Olde</surname> <given-names>S. W. M.</given-names></name> <name><surname>Van Eijk</surname> <given-names>H. M.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>The prebiotic inulin improves substrate metabolism and promotes short-chain fatty acid production in overweight to obese men.</article-title> <source><italic>Metabolism</italic></source> <volume>87</volume> <fpage>25</fpage>&#x2013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1016/j.metabol.2018.06.009</pub-id> <pub-id pub-id-type="pmid">29953876</pub-id></citation></ref>
<ref id="B151"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Tongeren</surname> <given-names>S. P.</given-names></name> <name><surname>Slaets</surname> <given-names>J. P. J.</given-names></name> <name><surname>Harmsen</surname> <given-names>H. J. M.</given-names></name> <name><surname>Welling</surname> <given-names>G. W.</given-names></name></person-group> (<year>2005</year>). <article-title>Fecal microbiota composition and frailty.</article-title> <source><italic>Appl. Environ. Microbiol.</italic></source> <volume>71</volume> <fpage>6438</fpage>&#x2013;<lpage>4262</lpage>. <pub-id pub-id-type="doi">10.1128/aem.71.10.6438-6442.2005</pub-id> <pub-id pub-id-type="pmid">16204576</pub-id></citation></ref>
<ref id="B152"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Verdi</surname> <given-names>S.</given-names></name> <name><surname>Jackson</surname> <given-names>M. A.</given-names></name> <name><surname>Beaumont</surname> <given-names>M.</given-names></name> <name><surname>Bowyer</surname> <given-names>R. C. E.</given-names></name> <name><surname>Bell</surname> <given-names>J. T.</given-names></name> <name><surname>Spector</surname> <given-names>T. D.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>An investigation into physical frailty as a link between the gut microbiome and cognitive health.</article-title> <source><italic>Front. Aging Neurosci.</italic></source> <volume>10</volume>:<fpage>398</fpage>. <pub-id pub-id-type="doi">10.3389/fnagi.2018.00398</pub-id> <pub-id pub-id-type="pmid">30564113</pub-id></citation></ref>
<ref id="B153"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>von Haehling</surname> <given-names>S.</given-names></name> <name><surname>Morley</surname> <given-names>J. E.</given-names></name> <name><surname>Anker</surname> <given-names>S. D.</given-names></name></person-group> (<year>2012</year>). <article-title>From muscle wasting to sarcopenia and myopenia: update 2012.</article-title> <source><italic>J. Cachexia Sarcopenia Muscle</italic></source> <volume>3</volume> <fpage>213</fpage>&#x2013;<lpage>217</lpage>. <pub-id pub-id-type="doi">10.1007/s13539-012-0089-z</pub-id> <pub-id pub-id-type="pmid">23160774</pub-id></citation></ref>
<ref id="B154"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vulevic</surname> <given-names>J.</given-names></name> <name><surname>Drakoularakou</surname> <given-names>A.</given-names></name> <name><surname>Yaqoob</surname> <given-names>P.</given-names></name> <name><surname>Tzortzis</surname> <given-names>G.</given-names></name> <name><surname>Gibson</surname> <given-names>G. R.</given-names></name></person-group> (<year>2008</year>). <article-title>Modulation of the fecal microflora profile and immune function by a novel trans -galactooligosaccharide mixture (B-GOS) in healthy.</article-title> <source><italic>Am. J. Clin. Nutr.</italic></source> <volume>88</volume> <fpage>1438</fpage>&#x2013;<lpage>1446</lpage>.</citation></ref>
<ref id="B155"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walsh</surname> <given-names>M. E.</given-names></name> <name><surname>Bhattacharya</surname> <given-names>A.</given-names></name> <name><surname>Qaisar</surname> <given-names>R.</given-names></name> <name><surname>Sloane</surname> <given-names>L.</given-names></name> <name><surname>Rahman</surname> <given-names>M.</given-names></name> <name><surname>Kinter</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The histone deacetylase inhibitor butyrate improves metabolism and reduces muscle atrophy during aging.</article-title> <source><italic>Aging Cell</italic></source> <volume>14</volume> <fpage>957</fpage>&#x2013;<lpage>970</lpage>. <pub-id pub-id-type="doi">10.1111/acel.12387</pub-id> <pub-id pub-id-type="pmid">26290460</pub-id></citation></ref>
<ref id="B156"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walther</surname> <given-names>B.</given-names></name> <name><surname>Lett</surname> <given-names>A. M.</given-names></name> <name><surname>Bordoni</surname> <given-names>A.</given-names></name> <name><surname>Tom&#x00E1;s-cobos</surname> <given-names>L.</given-names></name> <name><surname>Nieto</surname> <given-names>J. A.</given-names></name> <name><surname>Dupont</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>GutSelf: interindividual variability in the processing of dietary compounds by the human gastrointestinal tract.</article-title> <source><italic>Mol. Nutr. Food Res.</italic></source> <volume>63</volume>:<fpage>1900677</fpage>. <pub-id pub-id-type="doi">10.1002/mnfr.201900677</pub-id> <pub-id pub-id-type="pmid">31483113</pub-id></citation></ref>
<ref id="B157"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>S. Z.</given-names></name> <name><surname>Yu</surname> <given-names>Y. J.</given-names></name> <name><surname>Adeli</surname> <given-names>K.</given-names></name></person-group> (<year>2020</year>). <article-title>Role of gut microbiota in neuroendocrine regulation of carbohydrate and lipid metabolism via the microbiota-gut-brain-liver axis.</article-title> <source><italic>Microorganisms</italic></source> <volume>8</volume> <fpage>8</fpage>&#x2013;<lpage>10</lpage>.</citation></ref>
<ref id="B158"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiao</surname> <given-names>S.</given-names></name> <name><surname>Fei</surname> <given-names>N.</given-names></name> <name><surname>Pang</surname> <given-names>X.</given-names></name> <name><surname>Shen</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Zhang</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>A gut microbiota-targeted dietary intervention for amelioration of chronic inflammation underlying metabolic syndrome.</article-title> <source><italic>FEMS Microbiol Ecol.</italic></source> <volume>87</volume> <fpage>357</fpage>&#x2013;<lpage>367</lpage>. <pub-id pub-id-type="doi">10.1111/1574-6941.12228</pub-id> <pub-id pub-id-type="pmid">24117923</pub-id></citation></ref>
<ref id="B159"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yamashita</surname> <given-names>H.</given-names></name> <name><surname>Maruta</surname> <given-names>H.</given-names></name> <name><surname>Jozuka</surname> <given-names>M.</given-names></name> <name><surname>Kimura</surname> <given-names>R.</given-names></name> <name><surname>Yamato</surname> <given-names>M.</given-names></name> <name><surname>Saito</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Effects of acetate on lipid metabolism in muscles and adipose tissues of Type 2 diabetic otsuka long-evans tokushima fatty (OLETF) rats.</article-title> <source><italic>Biosci. Biotechnol. Biochem.</italic></source> <volume>8451</volume> <fpage>2</fpage>&#x2013;<lpage>9</lpage>.</citation></ref>
<ref id="B160"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname> <given-names>H.</given-names></name> <name><surname>Diao</surname> <given-names>H.</given-names></name> <name><surname>Xiao</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>W.</given-names></name> <name><surname>Yu</surname> <given-names>B.</given-names></name> <name><surname>He</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Gut microbiota can transfer fiber characteristics and lipid metabolic profiles of skeletal muscle from pigs to germ-free mice.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>6</volume>:<fpage>31786</fpage>.</citation></ref>
<ref id="B161"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname> <given-names>J.</given-names></name> <name><surname>Charles</surname> <given-names>J. F.</given-names></name></person-group> (<year>2018</year>). <article-title>Gut Microbiota and IGF-1.</article-title> <source><italic>Calcif. Tissue Int.</italic></source> <volume>102</volume> <fpage>406</fpage>&#x2013;<lpage>414</lpage>. <pub-id pub-id-type="doi">10.1007/s00223-018-0395-3</pub-id> <pub-id pub-id-type="pmid">29362822</pub-id></citation></ref>
<ref id="B162"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yatsunenko</surname> <given-names>T.</given-names></name> <name><surname>Rey</surname> <given-names>F. E.</given-names></name> <name><surname>Manary</surname> <given-names>M. J.</given-names></name> <name><surname>Trehan</surname> <given-names>I.</given-names></name> <name><surname>Dominguez-Bello</surname> <given-names>M. G.</given-names></name> <name><surname>Contreras</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Human gut microbiome viewed across age and geography.</article-title> <source><italic>Nature</italic></source> <volume>486</volume> <fpage>222</fpage>&#x2013;<lpage>227</lpage>. <pub-id pub-id-type="doi">10.1038/nature11053</pub-id> <pub-id pub-id-type="pmid">22699611</pub-id></citation></ref>
<ref id="B163"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yuan</surname> <given-names>X.</given-names></name> <name><surname>Zhou</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>W.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Xie</surname> <given-names>G.</given-names></name> <name><surname>Zhao</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Activation of TLR4 signaling promotes gastric cancer progression by inducing mitochondrial ROS production.</article-title> <source><italic>Cell Death Dis.</italic></source> <volume>4</volume>:<fpage>e794</fpage>. <pub-id pub-id-type="doi">10.1038/cddis.2013.334</pub-id> <pub-id pub-id-type="pmid">24030146</pub-id></citation></ref>
<ref id="B164"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>D.</given-names></name> <name><surname>Liwinski</surname> <given-names>T.</given-names></name> <name><surname>Elinav</surname> <given-names>E.</given-names></name></person-group> (<year>2020</year>). <article-title>Interaction between microbiota and immunity in health and disease.</article-title> <source><italic>Cell Res.</italic></source> <volume>30</volume> <fpage>492</fpage>&#x2013;<lpage>506</lpage>. <pub-id pub-id-type="doi">10.1038/s41422-020-0332-7</pub-id> <pub-id pub-id-type="pmid">32433595</pub-id></citation></ref>
<ref id="B165"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>Y.</given-names></name> <name><surname>Song</surname> <given-names>Y.</given-names></name> <name><surname>Han</surname> <given-names>Q.</given-names></name> <name><surname>Liu</surname> <given-names>W.</given-names></name> <name><surname>Xu</surname> <given-names>J.</given-names></name> <name><surname>Yu</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Intestinal epithelial cell-specific IGF1 promotes the expansion of intestinal stem cells during epithelial regeneration and functions on the intestinal immune homeostasis.</article-title> <source><italic>Am. J. Physiol. Metab.</italic></source> <volume>315</volume> <fpage>E638</fpage>&#x2013;<lpage>E649</lpage>.</citation></ref>
<ref id="B166"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>H.</given-names></name> <name><surname>Yu</surname> <given-names>B.</given-names></name> <name><surname>Sun</surname> <given-names>J.</given-names></name> <name><surname>Liu</surname> <given-names>Z.</given-names></name> <name><surname>Chen</surname> <given-names>H.</given-names></name> <name><surname>Ge</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Short-chain fatty acids can improve lipid and glucose metabolism independently of the pig gut microbiota.</article-title> <source><italic>J. Anim. Sci. Biotechnol.</italic></source> <volume>12</volume>:<fpage>61</fpage>.</citation></ref>
</ref-list>
</back>
</article>