<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging</journal-id>
<journal-title>Frontiers in Aging</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging</abbrev-journal-title>
<issn pub-type="epub">2673-6217</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">867137</article-id>
<article-id pub-id-type="doi">10.3389/fragi.2022.867137</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Musculoskeletal Biomarkers Response to Exercise in Older Adults</article-title>
<alt-title alt-title-type="left-running-head">Abreu et al.</alt-title>
<alt-title alt-title-type="right-running-head">MSK Biomarkers Exercise Aging</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Abreu</surname>
<given-names>Eduardo L.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/137169/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vance</surname>
<given-names>Amy</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1764320/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cheng</surname>
<given-names>An-Lin</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1624798/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Brotto</surname>
<given-names>Marco</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Nursing and Health Studies</institution>, <institution>University of Missouri-Kansas City</institution>, <addr-line>Kansas City</addr-line>, <addr-line>MO</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>University of Missouri Extension</institution>, <addr-line>Columbia</addr-line>, <addr-line>MO</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Biomedical and Health Informatics</institution>, <institution>School of Medicine</institution>, <institution>University of Missouri-Kansas City</institution>, <addr-line>Kansas City</addr-line>, <addr-line>MO</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Bone-Muscle Research Center</institution>, <institution>College of Nursing and Health Innovation</institution>, <institution>University of Texas at Arlington</institution>, <addr-line>Arlington</addr-line>, <addr-line>TX</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/45929/overview">Susana Novella</ext-link>, University of Valencia, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/817409/overview">Thomas Brioche</ext-link>, Universit&#xe9; de Montpellier, France</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1041128/overview">Ross Daniel Pollock</ext-link>, King&#x2019;s College London, United Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Marco Brotto, <email>marco.brotto@uta.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Molecular Mechanisms of Aging, a section of the journal Frontiers in Aging</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>3</volume>
<elocation-id>867137</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Abreu, Vance, Cheng and Brotto.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Abreu, Vance, Cheng and Brotto</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>Exercise is an essential component of any good health style, being particularly important for older adults to counteract the effects of aging, including sarcopenia and osteoporosis, which can result in lower fall probability. Exercise programs for older adults are especially designed for that population. A rigorous evaluation of those programs is necessary to assure most benefit is achieved. Serum biomarkers of proteins intrinsic to musculoskeletal homeostasis could contribute objectively to the assessment of the benefits of exercise. In this work, in addition to the usual physical fitness and balance tests, ELISA assays quantified the serum levels of six proteins and one polysaccharide important for the homeostasis of muscle (troponin T and alpha-actinin), tendon/ligament (tenomodulin), cartilage (cartilage oligomeric matrix protein and hyaluronan) and bone (osteocalcin and sclerostin), before and after 8&#xa0;weeks of an exercise program tailored to older adults, Stay Strong Stay Healthy, offered at a Community Center and at an Independent Senior Living facility. Statistical significance was determined by non-parametric tests (Wilcoxon Signed Ranks and Mann-Whitney U). Physical fitness and balance improved as expected along with a significant decrease in sclerostin, pointing to less inhibition of bone deposition. However, when considering each type of dwelling separately, older adults always saw a significant decrease of the isoform of troponin T associated with fast-twitch muscles, suggesting that daily levels of physical activity may also have a role in the benefit of older adults from exercise.</p>
</abstract>
<kwd-group>
<kwd>exercise</kwd>
<kwd>aging</kwd>
<kwd>musculoskeletal</kwd>
<kwd>biomarker</kwd>
<kwd>troponin T</kwd>
<kwd>sclerostin</kwd>
<kwd>osteocalcin</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Exercise is an essential component of any good health style (<xref ref-type="bibr" rid="B21">Gil-Salcedo et al., 2020</xref>; <xref ref-type="bibr" rid="B10">Carapeto and Aguayo-Mazzucato, 2021</xref>; <xref ref-type="bibr" rid="B41">Lampek et al., 2021</xref>; <xref ref-type="bibr" rid="B64">St Quinton et al., 2021</xref>; <xref ref-type="bibr" rid="B66">Townsend et al., 2021</xref>) and the benefits of exercising at all age groups (<xref ref-type="bibr" rid="B21">Gil-Salcedo et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Clyne and Anding-Rost, 2021</xref>; <xref ref-type="bibr" rid="B41">Lampek et al., 2021</xref>; <xref ref-type="bibr" rid="B64">St Quinton et al., 2021</xref>) and under different medical conditions (<xref ref-type="bibr" rid="B7">Bray et al., 2021</xref>; <xref ref-type="bibr" rid="B12">Clyne and Anding-Rost, 2021</xref>; <xref ref-type="bibr" rid="B17">Ferrari et al., 2021</xref>; <xref ref-type="bibr" rid="B66">Townsend et al., 2021</xref>; <xref ref-type="bibr" rid="B24">Gorzelitz et al., 2022</xref>) have been extensively reported in the literature. Aging is followed in general by a physiological decline in body functions and increased probability of some diseases (<xref ref-type="bibr" rid="B10">Carapeto and Aguayo-Mazzucato, 2021</xref>). Under a societal point of view, as the populations get older, initiatives to reduce the effects of aging on health are particularly important (<xref ref-type="bibr" rid="B21">Gil-Salcedo et al., 2020</xref>; <xref ref-type="bibr" rid="B41">Lampek et al., 2021</xref>). Sarcopenia and osteoporosis, considered twin diseases in the musculoskeletal (MSK) system with high prevalence in older adults, are associated with worse outcomes, including higher morbidity and mortality, following falls (<xref ref-type="bibr" rid="B29">Huang et al., 2014</xref>; <xref ref-type="bibr" rid="B9">Brotto et al., 2016</xref>; <xref ref-type="bibr" rid="B42">Laskou et al., 2021</xref>). A successful approach to mitigate the effects of these conditions should consider a combination of exercise, particularly resistance training, and good nutritional approach (<xref ref-type="bibr" rid="B20">Giangregorio et al., 2015</xref>; <xref ref-type="bibr" rid="B45">Liao et al., 2019</xref>; <xref ref-type="bibr" rid="B13">Daly et al., 2020</xref>; <xref ref-type="bibr" rid="B36">Kirk et al., 2020</xref>).</p>
<p>Although the health benefits from exercise, particularly for older adults, are unquestionable, care must be taken to have regimens appropriate for each age group. In this regard, proper evaluation of the effects of exercise become even more important. Traditionally the evaluation to determine improvements in health after exercise in older adults has been done by functional tests to assess physical performance, questionnaires that evaluate parameters such as cognition, fear of falling, quality of life, among others, and sometimes balance and gait analysis (<xref ref-type="bibr" rid="B25">Gschwind et al., 2013</xref>; <xref ref-type="bibr" rid="B73">Zhuang et al., 2014</xref>; <xref ref-type="bibr" rid="B5">Bates et al., 2018</xref>). All valuable evaluations that provide important information to support the value of exercise in the aged population. However, it would also be relevant, adding to the repertoire of tools used to assess the benefits of exercise and physical activity for older adults, the ability to measure those benefits in a more objective way, for example, with serum biomarkers.</p>
<p>In a previous work (<xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>), groups of older adults undergoing two different types of exercise programs, Stay Strong Stay Healthy (SSSH) and Peer Exercise Program Promotes Independence (PEPPI), designed for that age group, had a decrease in their respective serum levels of skeletal muscle troponin T (sTnT), in addition to gains in physical fitness and muscle strength after both exercise interventions. The protein sTnT is part of the sarcomere, the functional unit of muscles, and should be found in serum only at baseline levels in consequence of physiological muscle turnover. Higher serum sTnT would be associated with muscle waste, and could be a potential marker in sarcopenia, or as a consequence of strenuous exercise (accelerated muscle turnover). A decrease in sTnT levels in older adults would be an indication of mitigated muscle damage.</p>
<p>The concept that a panel of biomarkers can be more advantageous than an individual biomarker has been reinforced by recent works, notably in ovarian cancer detection (<xref ref-type="bibr" rid="B72">Zhu et al., 2011</xref>; <xref ref-type="bibr" rid="B49">Muinao et al., 2019</xref>) and for early intervention in myocardial infarction (<xref ref-type="bibr" rid="B40">Lakhani et al., 2018</xref>). Encouraged by our previous results and this recent understanding on biomarkers panels, we decided to explore other serum proteins (and polysaccharide) that are associated with musculoskeletal tissues (muscle, tendon/ligament, cartilage, bone) as potential biomarkers of musculoskeletal health as related to aging, physical inactivity, and response to exercise. In the next paragraphs, the rationale for those potential biomarkers is detailed.</p>
<p>At the time of that initial study (<xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>), the available commercial ELISA kit did not distinguish between the fast- and slow-troponin T isoforms, respectively predominant in fast- and slow-twitch muscles. In this study, however, both isoforms were evaluated. Additionally another sarcomeric protein, alpha-actinin, was investigated. Alpha-actinin is a structural sarcomeric protein that has an important role in actin-crosslinking in the Z-lines of sarcomeres (<xref ref-type="bibr" rid="B58">Ribeiro et al., 2014</xref>). Alpha-actinin is in fact a family of conserved proteins involved in actin crosslinking with other sarcomeric and cytoskeleton proteins. The isoforms alpha-actinin-1 and alpha-actinin-4 are non-sarcomeric and are involved in the crosslink of action and other cytoskeleton proteins, while alpha-actinin-2 and alpha-actinin-3 anchors the actinin filaments to the sarcomere Z-line (<xref ref-type="bibr" rid="B28">Hsu et al., 2018</xref>). Ogura and others showed that endurance training led to an increase in alpha-actinin-2 of adult and old rats (<xref ref-type="bibr" rid="B51">Ogura et al., 2011</xref>), but no work has assessed changes in alpha-actinin in humans, particularly in older adults, following exercise.</p>
<p>Tenomodulin (Tnmd) is a member of the family type II transmembrane glycoproteins (<xref ref-type="bibr" rid="B55">Qi et al., 2012</xref>; <xref ref-type="bibr" rid="B46">Lin et al., 2017</xref>). It is a known marker of tendon and ligament differentiation, where it is mostly expressed; though also expressed, but less significantly, in other tissues of the body (<xref ref-type="bibr" rid="B46">Lin et al., 2017</xref>). Tnmd is also known for its anti-angiogenic function (<xref ref-type="bibr" rid="B55">Qi et al., 2012</xref>; <xref ref-type="bibr" rid="B3">Alexandrov and Naimov, 2016</xref>) and genetic polymorphisms have been associated with other metabolic conditions, such as obesity, diabetes, lipid metabolism disfunction (<xref ref-type="bibr" rid="B65">Tolppanen et al., 2008</xref>; <xref ref-type="bibr" rid="B55">Qi et al., 2012</xref>; <xref ref-type="bibr" rid="B3">Alexandrov and Naimov, 2016</xref>). Increased TNMD mRNA was found in damaged tendons (<xref ref-type="bibr" rid="B3">Alexandrov and Naimov, 2016</xref>).</p>
<p>Cartilage Oligomeric Matrix Protein (COMP) is a glycoprotein that stabilizes collagen type II and regulates water content in articular cartilage (<xref ref-type="bibr" rid="B30">Jayabalan et al., 2021</xref>). COMP has been recognized as a marker of cartilage damage (<xref ref-type="bibr" rid="B38">Kraus et al., 2011</xref>; <xref ref-type="bibr" rid="B37">Kraus et al., 2015</xref>; <xref ref-type="bibr" rid="B11">Cho and Roh, 2016</xref>; <xref ref-type="bibr" rid="B27">Henrotin et al., 2016</xref>). Hyaluronan, or hyaluronic acid, (HA) is a ubiquitous extracellular matrix linear polysaccharide, consisting of repeating disaccharides (glucuronic acid and glucosamine); despite its simplicity, in addition to its role in the musculoskeletal system, HA also has an ample array of biological functions in the body (<xref ref-type="bibr" rid="B15">Dicker et al., 2014</xref>). As a cartilage damage biomarker, serum HA serum levels were able to discriminate normal from symptomatic osteoarthritis (OA) (<xref ref-type="bibr" rid="B61">Singh et al., 2014</xref>) and have been associated with radiographic knee and hip OA (<xref ref-type="bibr" rid="B16">Elliott et al., 2005</xref>). Serum levels of HA, as well as COMP, has been shown to be sensitive to early OA in the knee joint (<xref ref-type="bibr" rid="B31">Jiao et al., 2016</xref>). It has also been reported that HA was able to predict the incidence of hand OA (<xref ref-type="bibr" rid="B60">Saruga et al., 2021</xref>).</p>
<p>Osteocalcin (OCN) is the most abundant non-collagenous bone protein, an osteoblastic hormone that has been correlated with bone formation and number of osteoblasts by several studies and, in addition, regulates many other physiological processes, for example, glucose and energy metabolism (<xref ref-type="bibr" rid="B52">Oldknow et al., 2015</xref>; <xref ref-type="bibr" rid="B53">Otani et al., 2015</xref>; <xref ref-type="bibr" rid="B70">Wei and Karsenty, 2015</xref>; <xref ref-type="bibr" rid="B71">Zeng et al., 2021</xref>). Total serum OCN includes both carboxylated (cOCN) or uncarboxylated (ucOCN) forms; cOCN is predominantly located in bone, while ucOCN is related to glucose metabolism (<xref ref-type="bibr" rid="B62">Smith et al., 2021</xref>). Sclerostin (SOST) is a small bone protein produced by osteocytes that has an inhibitory effect on osteoblasts, hence preventing bone formation (<xref ref-type="bibr" rid="B43">Lewiecki, 2014</xref>). Therefore, SOST inhibition has been considered for the treatment of osteoporosis (<xref ref-type="bibr" rid="B43">Lewiecki, 2014</xref>; <xref ref-type="bibr" rid="B57">Rauch and Adachi, 2016</xref>).</p>
<p>Aging in place is a concept that is continuously evolving (<xref ref-type="bibr" rid="B67">Vanleerberghe et al., 2017</xref>) and its detailed discussion is outside the scope of this paper; in basic terms, it means the ability of older adults to stay at their homes or at least in their communities, as they continue to age (<xref ref-type="bibr" rid="B33">Kim et al., 2017</xref>; <xref ref-type="bibr" rid="B67">Vanleerberghe et al., 2017</xref>; <xref ref-type="bibr" rid="B44">Lewis and Buffel, 2020</xref>). Most older adults prefer to stay in the community instead of moving to a residential (independent or assisted living facility) or nursing home (<xref ref-type="bibr" rid="B54">Peek et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Kim et al., 2017</xref>; <xref ref-type="bibr" rid="B18">Fritz and Dermody, 2019</xref>; <xref ref-type="bibr" rid="B44">Lewis and Buffel, 2020</xref>). To allow it to happen, it is important to develop technologies that will improve the safety and viability of this dwelling option (<xref ref-type="bibr" rid="B56">Rantz et al., 2013</xref>; <xref ref-type="bibr" rid="B54">Peek et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Kim et al., 2017</xref>; <xref ref-type="bibr" rid="B18">Fritz and Dermody, 2019</xref>). Advantages for older adult to stay at their homes are maintaining their independence and keeping their sense of attachment to the community, not to mention economic savings. However, as a matter of convenience, older adults who are still able to maintain some independence may decide to move into an independent-living community to have access to meal planning, scheduled social activities, medical care, housekeeping, and other services. In those cases, they may eventually leave the facility to dine out, visit friends, go to healthcare appointments. Other times, moving out of their homes into an assisted-living or nursing home may be dictated by the need of more intensive care and supervision. Interestingly, most works reporting exercise interventions for older adults have directed their attention to community-dwelling older adults (<xref ref-type="bibr" rid="B22">Gillespie et al., 2012</xref>; <xref ref-type="bibr" rid="B4">Ball et al., 2013</xref>; <xref ref-type="bibr" rid="B73">Zhuang et al., 2014</xref>; <xref ref-type="bibr" rid="B5">Bates et al., 2018</xref>).</p>
<p>The overall hypothesis is that exercise under the defined conditions of this study can alter the serum levels of the investigated, MSK-related, biomarkers. The objective is the determination of biomarkers for a panel that can be used to better understand the relationships between exercise and aging.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-7">
<title>Regulatory Approval</title>
<p>A study protocol was approved, and permission granted for this community-based study by the University of Missouri-Kansas City Institutional Review Board (UMKC IRB &#x23;15-454).</p>
</sec>
<sec id="s2-1">
<title>Recruitment and Location</title>
<p>Participants were recruited via flyers and word of mouth at the two different sites where Stay Strong Stay Healthy had been regularly offered free of charge to older adults. The first site was an Independent Senior Living facility in Kansas City, MO (&#x201c;Independent Living Facility&#x201d;); while the second one was a community center maintained by the Clay County Senior Services in Smithville, MO (&#x201c;Community Center&#x201d;) that provides different activities to older adults living in the community. After being told about the nature of the study, those willing to participate were consented by the co-author responsible for the exercise sessions (AV). The work was conducted first at the Independent Living Facility and afterwards at the Community Center and run, along with the physical and balance evaluations by one of the co-authors (AV), an experienced SSSH trainer who was at the time with University of Missouri (MU) Extension. All participants were asked to answer the &#x201c;Physical Activity Readiness Questionnaire&#x201d; (PAR-Q), a short &#x201c;Find your Start Point&#x201d; questionnaire (optional), and to present a release form signed by a physician before enrolling in the study.</p>
</sec>
<sec id="s2-2">
<title>Exercise Intervention&#x2014;Stay Strong Stay Healthy</title>
<p>Stay Strong Stay Healthy (SSSH) was chosen as the exercise intervention for this study since no difference was seen in an initial study between the two exercise programs used at the time, PEPPI and SSSH (<xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>). However, this time we investigated the response to exercise in two different populations according to dwelling, older adults in an independent living or still living at their homes. The 8-week, 1-h, twice-a-week SSSH program consisted of warm-ups and upper and lower body strengthening exercises with and without free weights. More detailed information about SSSH, including a graphical description of the exercise, can be found in the literature (<xref ref-type="bibr" rid="B4">Ball et al., 2013</xref>).</p>
</sec>
<sec id="s2-3">
<title>Physical Fitness Tests</title>
<p>Five functional performance tests were used to evaluate changes in physical fitness before and after the 8-week SSSH exercise program: 30-s chair stand, chair sit-and-reach, back scratch, 8-foot up-and-go and grip strength. These tests have been successfully applied to evaluate fitness in older adults and their use have been widely reported in the literature. They are described in detail on previous papers (<xref ref-type="bibr" rid="B4">Ball et al., 2013</xref>; <xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>). The tests along with a balance evaluation were performed at the end of the first and last day of the SSSH program.</p>
</sec>
<sec id="s2-4">
<title>Balance Evaluation</title>
<p>Balance evaluation was done differently at both study locations. First, at the Independent Senior Living Facility, the evaluation consisted of an adapted Berg Balance Scale, six selected tasks with scores varying between 0 and four for all tasks, which were sitting to standing, standing with eyes closed, reaching forward with outstretched arm, retrieving object from floor, turning to look behind, standing with one foot in front and standing on one foot. The Berg Balance Scale has been successfully used to evaluate the effects of exercise in older adults (<xref ref-type="bibr" rid="B23">Gleeson et al., 2014</xref>; <xref ref-type="bibr" rid="B1">Aartolahti et al., 2020</xref>; <xref ref-type="bibr" rid="B59">Sadjapong et al., 2020</xref>). Later, at the Community Center, three unassisted standing positions (mountain pose, tandem stand and one-legged stand), which have been previously described in Ball et al. (<xref ref-type="bibr" rid="B4">Ball et al., 2013</xref>) were recorded in seconds.</p>
</sec>
<sec id="s2-5">
<title>Biomarkers of Musculoskeletal Health and Disease</title>
<p>The biomarkers were quantified in serum using ELISA assays following the respective manufacturers&#x2019; instructions. The following sandwich ELISA kits were used: Fast and slow sTnT, CTX-1 and Tnmd from MyBio Source; COMP, HA and SOST from R&#x26;D System; OCN and alpha-actinin-2 from Invitrogen. At the end of the first and last day of SSSH, after the physical fitness and balance evaluations, participants had their blood drawn into serum separator tubes by a skilled nurse and kept in cold until back in the lab. The length of time for blood drawing was consistent among participants, at both locations and at both times, within 15-35&#xa0;min after exercise. Serum was then separated by manufacturer&#x2019;s instructions, and aliquoted into eight tubes to be used on the different ELISA assays. Aliquots were stored at -80&#xb0;C until used and serum samples were thawed only once. For each biomarker, in addition to the measured serum concentrations, we also calculated each subject&#x2019;s percent change between the two measurements, before and after SSSH.</p>
</sec>
<sec id="s2-6">
<title>Statistical Analysis</title>
<p>Non-parametric statistical tests were used throughout the study since results were not normally distributed. Differences between measurements before and after SSSH for the biomarkers (serum concentration), functional tests and balance scores were evaluated using the Wilcoxon Signed Ranks Matched Paired test. When comparing the biomarkers results by type of dwelling, the Mann-Whitney U tests were applied to the percent changes between before and after SSSH. Statistical values were reported as mean and standard deviation for pre- and post-SSSH measurements; median and interquartile range for the differences between post- and pre-SSSH. For all statistical tests the type 1 error rate was set at <italic>p</italic> &#x3c; 0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Attrition, Attendance, and Demographics</title>
<p>From the initial 21 participants recruited, two dropped from the study for unknown reasons, both from the Independent Living Facility, resulting in a final sample size of 19 participants, ten (10) at the Independent Living Facility and nine (9) at the Community Center, corresponding to an attrition of approximately10%. Attendance for individual subjects varied between 87.5 and 100% for the 16 SSSH classes at the two places. Except for one male subject, all others were females, and ages varied between 65 and 90 years with mean (SD) age of 72.9 (5.6) years.</p>
</sec>
<sec id="s3-2">
<title>Physical Fitness</title>
<p>Participants showed improvements in flexibility and upper/lower body strength based on the statistically significant changes seen after the SSSH exercise program for all functional performance tests. <xref ref-type="table" rid="T1">Table 1</xref> shows for each test mean and SD (pre- and post-SSSH), median and interquartile range (IQR), mean percent change (in relation to initial measurement), and <italic>p</italic>-value (Wilcoxon Signed Ranks Matched Paired test).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Results of functional tests before and after the 8-week exercise program Stay Strong Stay Healthy (SSSH). Percent change shown as absolute number.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Physical fitness tests</th>
<th align="center">Pre-SSSH</th>
<th align="center">Post-SSSH</th>
<th align="center">Post-pre</th>
<th rowspan="2" align="center">Mean % Change</th>
<th rowspan="2" align="center">p</th>
</tr>
<tr>
<th align="center">Mean (SD)</th>
<th align="center">Mean (SD)</th>
<th align="center">Median (IQR)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">30-s chair stand</td>
<td align="char" char="(">14.0 (4.3)</td>
<td align="char" char="(">18.6 (5.1)</td>
<td align="char" char="(">3.5 (5.5)</td>
<td align="char" char=".">32.9</td>
<td align="char" char=".">0.001</td>
</tr>
<tr>
<td align="left">Chair sit-and-reach (in)</td>
<td align="char" char="(">2.2 (3.1)</td>
<td align="char" char="(">3.4 (3.1)</td>
<td align="char" char="(">0.9 (2.4)</td>
<td align="char" char=".">69.5</td>
<td align="char" char=".">0.024</td>
</tr>
<tr>
<td align="left">Back scratch (in)</td>
<td align="char" char="(">-7.8 (3.3)</td>
<td align="char" char="(">-7.2 (3.4)</td>
<td align="char" char="(">1.0 (1.4)</td>
<td align="char" char=".">7.7</td>
<td align="char" char=".">0.014</td>
</tr>
<tr>
<td align="left">8-foot up-and-go (sec)</td>
<td align="char" char="(">5.8 (1.7)</td>
<td align="char" char="(">4.8 (1.4)</td>
<td align="char" char="(">-1.0 (2.0)</td>
<td align="char" char=".">17.2</td>
<td align="char" char=".">0.004</td>
</tr>
<tr>
<td align="left">Grip strength (kg)</td>
<td align="char" char="(">23.6 (6.9)</td>
<td align="char" char="(">25.4 (7.6)</td>
<td align="char" char="(">1.4 (2.3)</td>
<td align="char" char=".">7.6</td>
<td align="char" char=".">0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Pre-SSSH and post-SSSH values were significantly different for all tests (Wilcoxon Signed Ranks Matched Paired test, <italic>p</italic> &#x3c; 0.05) (SD &#x3d; standard deviation; IQR &#x3d; interquartile range).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Balance</title>
<p>As mentioned in the previous section, two different evaluations for balance were used at the Independent Living facility (adapted Berg Balance Scale) and at the Community Center (standing poses). The reason for these two evaluations is explained in the Discussion section. The results from the Berg test were [mean (SD)] before and after the SSSH classes, respectively, 18.9 (2.8) and 21.9 (1.2), representing a significant (<italic>p</italic> &#x3d; 0.02) improvement of 15.9%. In relation to the Community Center, results were 24.7 (3.5) and 26.1 (4.9) before and after SSSH, respectively, a non-significant result (<italic>p</italic> &#x3d; 0.20).</p>
</sec>
<sec id="s3-4">
<title>Biomarkers of Musculoskeletal Health and Disease</title>
<p>Comparisons between potential serum biomarkers for muscle, tendon/ligament and cartilage, and bone before and after an 8-week exercise program (Stay Strong Stay Healthy) are shown respectively in <xref ref-type="fig" rid="F1">Figures 1</xref>&#x2013;<xref ref-type="fig" rid="F3">3</xref>. <xref ref-type="table" rid="T2">Table 2</xref> shows for each biomarker mean and SD (pre- and post-SSSH), median and interquartile range (IQR), mean percent change (in relation to initial measurement), and <italic>p</italic>-value (Wilcoxon Signed Ranks Matched Paired test).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Box plots of muscle-related biomarkers skeletal muscle troponin T, fast and slow, and alpha-Actinin before and after the exercise program SSSH.</p>
</caption>
<graphic xlink:href="fragi-03-867137-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Box plots of tendon/ligament-related (tenomodulin) and cartilage-related (cartilage oligomeric matrix protein and hyaluronan) biomarkers before and after the exercise program SSSH.</p>
</caption>
<graphic xlink:href="fragi-03-867137-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Box plots of bone-related biomarkers osteocalcin and sclerostin before and after the exercise program SSSH. Significance indicated by &#x2a; (<italic>p</italic> &#x3d; 0.003)</p>
</caption>
<graphic xlink:href="fragi-03-867137-g003.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Results of serum biomarkers tests before and after the 8-week exercise program Stay Strong Stay Healthy (SSSH). Percent change shown as absolute number.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Biomarkers</th>
<th align="center">Pre-SSSH</th>
<th align="center">Post-SSSH</th>
<th align="center">Post-pre</th>
<th rowspan="2" align="center">Mean % Change</th>
<th rowspan="2" align="center">p</th>
</tr>
<tr>
<th align="center">Mean (SD)</th>
<th align="center">Mean (SD)</th>
<th align="center">Median (IQR)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Tenomodulin (pg/ml)</td>
<td align="char" char="(">1375.1 (981.5)</td>
<td align="char" char="(">1480.4 (1187.5)</td>
<td align="char" char="(">-129.6 (1088.0)</td>
<td align="char" char=".">68.7</td>
<td align="char" char=".">0.948</td>
</tr>
<tr>
<td align="left">&#x391;lpha-Actinin (pg/ml)</td>
<td align="char" char="(">2865.6 (2641.9)</td>
<td align="char" char="(">2225.7 (1981.2)</td>
<td align="char" char="(">59.1 (2385.0)</td>
<td align="char" char=".">1.5</td>
<td align="char" char=".">0.687</td>
</tr>
<tr>
<td align="left">Sclerostin (pg/ml)&#x2a;</td>
<td align="char" char="(">1617.4 (600.9)</td>
<td align="char" char="(">1369.5 (605.9)</td>
<td align="char" char="(">-222.1 (461.0)</td>
<td align="char" char=".">15.3</td>
<td align="char" char=".">0.003</td>
</tr>
<tr>
<td align="left">Hyaluronan (ng/ml)</td>
<td align="char" char="(">19.1 (21.0)</td>
<td align="char" char="(">16.9 (29.0)</td>
<td align="char" char="(">-3.2 (11.1)</td>
<td align="char" char=".">40.9</td>
<td align="char" char=".">0.117</td>
</tr>
<tr>
<td align="left">Cartilage Oligomeric Protein (ng/ml)</td>
<td align="char" char="(">1467.9 (1894.5)</td>
<td align="char" char="(">1440.1 (1442.7)</td>
<td align="char" char="(">31.6 (175.2)</td>
<td align="char" char=".">25.9</td>
<td align="char" char=".">0.520</td>
</tr>
<tr>
<td align="left">sTroponin-T fast (ng/ml)</td>
<td align="char" char="(">2.34 (2.70)</td>
<td align="char" char="(">2.45 (3.11)</td>
<td align="char" char="(">-0.003 (0.87)</td>
<td align="char" char=".">4.1</td>
<td align="char" char=".">0.658</td>
</tr>
<tr>
<td align="left">sTroponin-T slow (pg/ml)</td>
<td align="char" char="(">46.0 (46.1)</td>
<td align="char" char="(">36.5 (46.4)</td>
<td align="char" char="(">0.00 (25.16)</td>
<td align="char" char=".">9.5</td>
<td align="char" char=".">0.496</td>
</tr>
<tr>
<td align="left">Osteocalcin</td>
<td align="char" char="(">8.43 (4.53)</td>
<td align="char" char="(">8.00 (5.51)</td>
<td align="char" char="(">0.30 (1.84)</td>
<td align="char" char=".">4.7</td>
<td align="char" char=".">0.952</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a; Indicates pre-SSSH and post-SSSH values significantly different (Wilcoxon Signed Ranks Matched Paired test) (SD &#x3d; standard deviation; IQR &#x3d; interquartile range).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>For all participants, regardless of dwelling, the difference in mean serum levels between before and after SSSH was statistically significant only for SOST, <italic>p</italic> &#x3d; 0.003), in this case, a decrease in serum SOST after SSSH in relation to before SSSH. For all other comparisons, <italic>p</italic>-values varied between 0.117 and 0.952.</p>
<p>When reviewing the data, more specifically percent changes, it was noticed that for some biomarkers there was a clear distinction in pattern of percent increase versus decrease (for the paired values) depending on the type of dwelling. Percent changes were then tested for all biomarkers utilizing the Mann-Whitney <italic>U</italic> test, two-tailed. A significant difference for sTnT fast (<italic>p</italic> &#x3d; 0.014) was found, with mean percent increase of 20.8% for those individuals in the independent living facility [median (IQR) &#x3d; 19.0 (53.7)] versus a decrease of 16% for those still living in the community [median (IQR) &#x3d; -19.9 (26.8)]. Furthermore, HA and OCN had close to significance <italic>p</italic>-values (respectively <italic>p</italic> &#x3d; 0.050 and <italic>p</italic> &#x3d; 0.060), which warrants further investigation on larger studies. <xref ref-type="fig" rid="F4">Figure 4</xref> shows percent changes (between pre- and post-SSSH) for sTnT fast for the Independent Living Facility and Community Center groups.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Box plots of percent changes after the exercise program SSSH in skeletal muscle troponin T fast per dwelling. Significance indicated by &#x2a; (<italic>p</italic> &#x3d; 0.014)</p>
</caption>
<graphic xlink:href="fragi-03-867137-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The current study, in addition to the commonly used physical fitness assessment, investigated six serum proteins and one ubiquitous polysaccharide as possible targets for a biomarker panel for the evaluation of the effects of exercise on the musculoskeletal system of older adults.</p>
<sec id="s4-1">
<title>Physical Fitness and Balance</title>
<p>All measures of flexibility and upper/lower body strength significantly improved after 8&#xa0;weeks of exercise intervention (SSSH). Currents results were not only in line with a previous study (<xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>), but also consistent to other works that used functional tests to evaluate on older adults the effects of different exercise programs (<xref ref-type="bibr" rid="B63">Sousa et al., 2014</xref>; <xref ref-type="bibr" rid="B73">Zhuang et al., 2014</xref>; <xref ref-type="bibr" rid="B19">Furtado et al., 2015</xref>). Handgrip strength measurements, when considering age and gender, were compatible with reference values for residents in the US (<xref ref-type="bibr" rid="B69">Wang et al., 2018</xref>). They were also in the range but slightly higher in absolute values (and post-exercise percent increase) than in that previous work, despite the current shorter time in this case of the SSSH Program (eight versus 10&#xa0;weeks). Similar to functional tests, exercise programs in general lead to improvements in grip strength (<xref ref-type="bibr" rid="B39">Labott et al., 2019</xref>). Although functional tests and handgrip strength are valid indicators of the benefits of exercise to older adults, they may be less useful to make a distinction between different exercise regimens because in the great of majority of studies there is an improvement in those parameters.</p>
<p>In relation to balance, unfortunately how balance was evaluated needed to be changed. At the Independent Facility, the initial place of this study, the evaluation was done using the adapted Berg Balance Scale. However, during the post-SSSH evaluation one participant fell. The co-author running that part of the study decided to change how balance was evaluated at the Community Center. Although the adapted Berg Balance Scale was able to show improvements in balance following SSSH for the Independent Facility participants, the simpler evaluation at the Community Center did not show any difference. indicating the need of a better way of balance assessment.</p>
</sec>
<sec id="s4-2">
<title>Biomarkers of Musculoskeletal Health and Disease</title>
<p>When analyzing the data, the large variability in the serum biomarkers measurements, with standard deviations (SD) around 50% of the means, was clearly noticeable. Interestingly, this large variability was also seen in similar works in the literature (mentioned later in the Discussion). Possible explanations are the diverse biological processes that can influence the serum levels of those proteins (and polysaccharide) and how much there is still to know about them.</p>
<p>When participants were not divided by type of dwelling, only SOST serum levels were significantly different between pre- and post-SSSH. SOST has been described a &#x201c;bone formation brake&#x201d;, being one of the two major inhibitors of the pathway related to bone formation by osteoblasts (<xref ref-type="bibr" rid="B57">Rauch and Adachi, 2016</xref>). Therefore, a decrease in mean serum SOST after SSSH suggests less inhibition of bone deposition as part of bone homeostasis. Furthermore, when considering the effect of resistance exercise on muscles, the decline seen in circulating SOST supports further investigation on the role of muscle-bone crosstalk on the beneficial overall impact of exercise on musculoskeletal health.</p>
<p>When the data was analyzed considering the type of dwelling (Independent Living versus Community Center) other significant (or close to significance) differences between pre- and post-SSSH emerged in the Community Center group for TnT fast, HA and OCN. Which introduces an interesting point. Does the daily life level of activity affect the response of older adults to exercise? One possible way of answering this question would be the monitoring of the level of activity of each participant outside the exercise classes by wearable activity trackers. It would also be interesting to consider other types of dwelling, for example, assisted living and nursing homes. It is opportune to mention that studies investigating the response of older adults to exercise have focused predominantly on community-dwelling populations.</p>
<p>This study results were comparable to previously reported findings for COMP (<xref ref-type="bibr" rid="B68">Wakitani et al., 2007</xref>; <xref ref-type="bibr" rid="B14">Das Gupta et al., 2017</xref>; <xref ref-type="bibr" rid="B30">Jayabalan et al., 2021</xref>); HA (<xref ref-type="bibr" rid="B48">Montazeri et al., 2005</xref>; <xref ref-type="bibr" rid="B61">Singh et al., 2014</xref>); OCN (<xref ref-type="bibr" rid="B32">Khwanchuea and Punsawad, 2021</xref>; <xref ref-type="bibr" rid="B50">Nobrega da Silva et al., 2021</xref>); and SOST (<xref ref-type="bibr" rid="B6">Bhattoa et al., 2013</xref>).</p>
<p>In relation to the other proteins (sTnT, alpha-actinin and Tnmd), only one study has investigated previously serum levels sTnT (<xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>), while there are only genetic works on the physiological or pathological roles in humans of alpha-actinin and Tnmd.</p>
<p>The current work built upon previous work that found a decrease in serum skeletal muscle troponin T (sTnT), along with improvements in physical performance and grip strength, in older adults after two similar but distinct 10-week exercise programs, &#x201c;Peer Exercise Program Promotes Independence (PEPPI)&#x201d; and &#x201c;Stay Strong Stay Healthy (SSSH)&#x201d;, both designed having in mind the needs and limitations of older adults (<xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>). No difference in outcomes was found between PEPPI and SSSH, despite their slight differences (<xref ref-type="bibr" rid="B2">Abreu et al., 2014</xref>) so for this study the only exercise intervention was SSSH, this time at a shorter time (8&#xa0;weeks) according to MU Extension current directives. Also, that initial study focused more on community-dwelling older adults and no special attention was paid to other types of dwelling and their intrinsic differences in terms of everyday activity level. Approximately half participants in this study were community-dwelling older adults, while the other half lived in an independent-living facility. Interestingly, sTnT serum concentration results from that previous work are more in line with sTnT slow in the current study.</p>
<p>In <xref ref-type="fig" rid="F5">Figure 5</xref>, the most important results are summarized graphically, questioning the role of a crosstalk between muscle-bone in the overall response of the musculoskeletal system of older adults to exercise. Interesting points to note are that slow twitch sTnT, more associated with postural muscles, did not seem to be affected by SSSH, despite improvements in balance; the potential role of HA as biomarker for the effects of exercise in older adults, despite its widespread importance in the body; and that SOST and OCN moved in opposite directions of change, consistent with their respective anti-anabolic anabolic roles in bone homeostasis. Also, both studies with similar values for OCN intriguingly investigated overweight adolescents, which may be explained by the role of OCN, on its uncarboxylated form, in energy metabolism (<xref ref-type="bibr" rid="B50">Nobrega da Silva et al., 2021</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Main effects of exercise on biomarkers associated with tissues of the musculoskeletal system, also showing potential interrelationship or crosstalk between muscle and bone.</p>
</caption>
<graphic xlink:href="fragi-03-867137-g005.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>Limitations and Strengths</title>
<p>The main limitations of this work are its sample size and lack of diversity in the population studied, which limit the generalization of the results. Also, balance evaluation was limited and incomplete. On the other hand, this current work results, despite the relatively small sample size and large standard deviations, are encouraging towards a larger study on a more diverse population and include a more rigorous balance evaluation, as previously done (<xref ref-type="bibr" rid="B34">King et al., 2016</xref>; <xref ref-type="bibr" rid="B35">King et al., 2019</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4-4">
<title>Conclusion</title>
<p>Despite constraints that prevented a larger study, this work raised some interesting matters. First, the significant decline in serum sclerostin levels after 8&#xa0;weeks of exercise; if it resulted only from the effect of exercise on bones or if muscles were also involved in that outcome. Second, the possible role of daily activity level on the older adults&#x2019; response to exercise. Third, the prospect that a larger study could confirm other proteins (and hyaluronic acid) as biomarkers to the body&#x2019;s response to exercise. Fourth, a more rigorous balance evaluation, probably using proper software and hardware, is necessary. These are desirable objectives for future larger studies.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by University of Missouri-Kansas City Institutional Review Board (UMKC IRB &#x23;15-454). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>EA, participated in the initial design of the study, subsequently discussed with the other authors, ran the ELISA assays and drafted the initial manuscript. AV ran the exercise program as well as the physical fitness and balance tests. MB designed the study and provided guidance as the study was conducted. A-LC was responsible for the statistical analyses. All authors contributed to the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was made possible by support from the UMKC Center of Excellence in the Study of Dental and Musculoskeletal Tissues, UMKC School of Nursing and Health Studies, Clay County Senior Services (Clay County, Missouri) (EA and MB), and UTA George &#x26; Mary Hazel Jay Endowment Fund (MB).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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>
<ack>
<p>The authors acknowledge the support from the Center of Excellence in the Study of Dental and Musculoskeletal Tissues and School of Nursing and Health Studies, both at the University of Missouri-Kansas City, Clay County Senior Services (Clay County, Missouri) and University of Texas George &#x26; Mary Hazel Jay Endowment Fund.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aartolahti</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>L&#xf6;nnroos</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Hartikainen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>H&#xe4;kkinen</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Long-Term Strength and Balance Training in Prevention of Decline in Muscle Strength and Mobility in Older Adults</article-title>. <source>Aging Clin. Exp. Res.</source> <volume>32</volume> (<issue>1</issue>), <fpage>59</fpage>&#x2013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1007/s40520-019-01155-0</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abreu</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>A.-L.</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Chertoff</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Brotto</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Griffith</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Skeletal Muscle Troponin as a Novel Biomarker to Enhance Assessment of the Impact of Strength Training on Fall Prevention in the Older Adults</article-title>. <source>Nurs. Res.</source> <volume>63</volume> (<issue>2</issue>), <fpage>75</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1097/NNR.0000000000000018</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alexandrov</surname>
<given-names>V. P.</given-names>
</name>
<name>
<surname>Naimov</surname>
<given-names>S. I.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>A Prospectus of Tenomodulin</article-title>. <source>Folia Med. Plovdiv.</source> <volume>58</volume> (<issue>1</issue>), <fpage>19</fpage>&#x2013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.1515/folmed-2016-0003</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ball</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gammon</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>A.-L.</given-names>
</name>
<name>
<surname>Chertoff</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kaume</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Outcomes of Stay Strong, Stay Healthy in Community Settings</article-title>. <source>J. Aging Health</source> <volume>25</volume> (<issue>8</issue>), <fpage>1388</fpage>&#x2013;<lpage>1397</lpage>. <pub-id pub-id-type="doi">10.1177/0898264313507318</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bates</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Furber</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tiedemann</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ginn</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>van den Dolder</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Howard</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Trial Protocol: Home-Based Exercise Programs to Prevent Falls and Upper Limb Dysfunction Among Community-Dwelling Older People: Study Protocol for the BEST (Balance Exercise Strength Training) at Home Randomised, Controlled Trial</article-title>. <source>J. Physiother.</source> <volume>64</volume> (<issue>2</issue>), <fpage>121</fpage>. <pub-id pub-id-type="doi">10.1016/j.jphys.2017.10.001</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhattoa</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Wamwaki</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kalina</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Foldesi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Balogh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Antal-Szalmas</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Serum Sclerostin Levels in Healthy Men over 50 Years of Age</article-title>. <source>J. Bone Min. Metab.</source> <volume>31</volume> (<issue>5</issue>), <fpage>579</fpage>&#x2013;<lpage>584</lpage>. <pub-id pub-id-type="doi">10.1007/s00774-013-0451-z</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bray</surname>
<given-names>N. W.</given-names>
</name>
<name>
<surname>Pieruccini-Faria</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Bartha</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Doherty</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Nagamatsu</surname>
<given-names>L. S.</given-names>
</name>
<name>
<surname>Montero-Odasso</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The Effect of Physical Exercise on Functional Brain Network Connectivity in Older Adults with and without Cognitive Impairment. A Systematic Review</article-title>. <source>Mech. Ageing Dev.</source> <volume>196</volume>, <fpage>111493</fpage>. <pub-id pub-id-type="doi">10.1016/j.mad.2021.111493</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Brotto</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Isaacson</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Abreu</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2016</year>). &#x201c;<article-title>The Muscle-Bone Connection</article-title>,&#x201d; in <source>Osteoporosis in Older Persons: Advances in Pathophysiology and Therapeutic Approach</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Duque</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kiel</surname>
<given-names>G.</given-names>
</name>
</person-group>. <edition>2nd ed</edition> (<publisher-loc>USA</publisher-loc>: <publisher-name>Springer Nature</publisher-name>). <pub-id pub-id-type="doi">10.1007/978-3-319-25976-5_4</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carapeto</surname>
<given-names>P. V.</given-names>
</name>
<name>
<surname>Aguayo-Mazzucato</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Effects of Exercise on Cellular and Tissue Aging</article-title>. <source>Aging</source> <volume>13</volume> (<issue>10</issue>), <fpage>14522</fpage>&#x2013;<lpage>14543</lpage>. <pub-id pub-id-type="doi">10.18632/aging.203051</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cho</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Roh</surname>
<given-names>H. T.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Trekking Poles Reduce Downhill Walking-Induced Muscle and Cartilage Damage in Obese Women</article-title>. <source>J. Phys. Ther. Sci.</source> <volume>28</volume> (<issue>5</issue>), <fpage>1574</fpage>&#x2013;<lpage>1576</lpage>. <pub-id pub-id-type="doi">10.1589/jpts.28.1574</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clyne</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Anding-Rost</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Exercise Training in Chronic Kidney Disease-Effects, Expectations and Adherence</article-title>. <source>Clin. Kidney J.</source> <volume>14</volume> (<issue>Suppl. 2</issue>), <fpage>ii3</fpage>&#x2013;<lpage>ii14</lpage>. <pub-id pub-id-type="doi">10.1093/ckj/sfab012</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Daly</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Gianoudis</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kersh</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Bailey</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Ebeling</surname>
<given-names>P. R.</given-names>
</name>
<name>
<surname>Krug</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Effects of a 12&#x2010;Month Supervised, Community&#x2010;Based, Multimodal Exercise Program Followed by a 6&#x2010;Month Research&#x2010;to&#x2010;Practice Transition on Bone Mineral Density, Trabecular Microarchitecture, and Physical Function in Older Adults: A Randomized Controlled Trial</article-title>. <source>J. Bone Min. Res.</source> <volume>35</volume> (<issue>3</issue>), <fpage>419</fpage>&#x2013;<lpage>429</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.3865</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Das Gupta</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>W. R.</given-names>
</name>
<name>
<surname>Wong</surname>
<given-names>S. F.</given-names>
</name>
<name>
<surname>Bhurhanudeen</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Yeap</surname>
<given-names>S. S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Correction: Correlation of Serum Cartilage Oligometric Matrix Protein (COMP) and Interleukin-16 (IL-16) Levels with Disease Severity in Primary Knee Osteoarthritis: A Pilot Study in a Malaysian Population</article-title>. <source>PLoS One</source> <volume>12</volume> (<issue>12</issue>), <fpage>e0190542</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0190542</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dicker</surname>
<given-names>K. T.</given-names>
</name>
<name>
<surname>Gurski</surname>
<given-names>L. A.</given-names>
</name>
<name>
<surname>Pradhan-Bhatt</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Witt</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Farach-Carson</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Jia</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Hyaluronan: A Simple Polysaccharide with Diverse Biological Functions</article-title>. <source>Acta Biomater.</source> <volume>10</volume> (<issue>4</issue>), <fpage>1558</fpage>&#x2013;<lpage>1570</lpage>. <pub-id pub-id-type="doi">10.1016/j.actbio.2013.12.019</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elliott</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Kraus</surname>
<given-names>V. B.</given-names>
</name>
<name>
<surname>Luta</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Stabler</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Renner</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Woodard</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Serum Hyaluronan Levels and Radiographic Knee and Hip Osteoarthritis in African Americans and Caucasians in the Johnston County Osteoarthritis Project</article-title>. <source>Arthritis Rheum.</source> <volume>52</volume> (<issue>1</issue>), <fpage>105</fpage>&#x2013;<lpage>111</lpage>. <pub-id pub-id-type="doi">10.1002/art.20724</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferrari</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Domingues</surname>
<given-names>L. B.</given-names>
</name>
<name>
<surname>Carpes</surname>
<given-names>L. d. O.</given-names>
</name>
<name>
<surname>Frank</surname>
<given-names>P. d. A.</given-names>
</name>
<name>
<surname>Schneider</surname>
<given-names>V. M.</given-names>
</name>
<name>
<surname>Fuchs</surname>
<given-names>S. C.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Effects of Combined Training Performed Two or Four Times Per Week on 24-h Blood Pressure, Glycosylated Hemoglobin and Other Health-Related Outcomes in Aging Individuals with Hypertension: Rationale and Study Protocol of a Randomized Clinical Trial</article-title>. <source>PLoS One</source> <volume>16</volume> (<issue>5</issue>), <fpage>e0251654</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0251654</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fritz</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Dermody</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A Nurse-Driven Method for Developing Artificial Intelligence in "Smart" Homes for Aging-In-Place</article-title>. <source>Nurs. Outlook</source> <volume>67</volume> (<issue>2</issue>), <fpage>140</fpage>&#x2013;<lpage>153</lpage>. <pub-id pub-id-type="doi">10.1016/j.outlook.2018.11.004</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Furtado</surname>
<given-names>H. L.</given-names>
</name>
<name>
<surname>Sousa</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Simao</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Pereira</surname>
<given-names>F. D.</given-names>
</name>
<name>
<surname>Vilaca-Alves</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Physical Exercise and Functional Fitness in Independently Living vs Institutionalized Elderly Women: a Comparison of 60- to 79-Year-Old City Dwellers</article-title>. <source>Clin. Interv. Aging</source> <volume>10</volume>, <fpage>795</fpage>&#x2013;<lpage>801</lpage>. <pub-id pub-id-type="doi">10.2147/CIA.S80895</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giangregorio</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>McGill</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wark</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Laprade</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Heinonen</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ashe</surname>
<given-names>M. C.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Too Fit to Fracture: Outcomes of a Delphi Consensus Process on Physical Activity and Exercise Recommendations for Adults with Osteoporosis with or without Vertebral Fractures</article-title>. <source>Osteoporos. Int.</source> <volume>26</volume> (<issue>3</issue>), <fpage>891</fpage>&#x2013;<lpage>910</lpage>. <pub-id pub-id-type="doi">10.1007/s00198-014-2881-4</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gil-Salcedo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dugravot</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fayosse</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dumurgier</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bouillon</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Schnitzler</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Healthy Behaviors at Age 50 Years and Frailty at Older Ages in a 20-year Follow-Up of the UK Whitehall II Cohort: A Longitudinal Study</article-title>. <source>PLoS Med.</source> <volume>17</volume> (<issue>7</issue>), <fpage>e1003147</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pmed.1003147</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gillespie</surname>
<given-names>L. D.</given-names>
</name>
<name>
<surname>Robertson</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Gillespie</surname>
<given-names>W. J.</given-names>
</name>
<name>
<surname>Sherrington</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gates</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Clemson</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Interventions for Preventing Falls in Older People Living in the Community</article-title>. <source>Cochrane Database Syst. Rev.</source> <volume>2012</volume> (<issue>9</issue>), <fpage>CD007146</fpage>. <pub-id pub-id-type="doi">10.1002/14651858.CD007146.pub3</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gleeson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sherrington</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Keay</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Exercise and Physical Training Improve Physical Function in Older Adults with Visual Impairments but Their Effect on Falls is Unclear: A Systematic Review</article-title>. <source>J. Physiother.</source> <volume>60</volume> (<issue>3</issue>), <fpage>130</fpage>&#x2013;<lpage>135</lpage>. <pub-id pub-id-type="doi">10.1016/j.jphys.2014.06.010</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gorzelitz</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Stoller</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Costanzo</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Gangnon</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Koltyn</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Dietz</surname>
<given-names>A. T.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Improvements in Strength and Agility Measures of Functional Fitness Following a Telehealth-Delivered Home-Based Exercise Intervention in Endometrial Cancer Survivors</article-title>. <source>Support Care Cancer</source> <volume>30</volume> (<issue>1</issue>), <fpage>447</fpage>&#x2013;<lpage>455</lpage>. <pub-id pub-id-type="doi">10.1007/s00520-021-06415-2</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gschwind</surname>
<given-names>Y. J.</given-names>
</name>
<name>
<surname>Kressig</surname>
<given-names>R. W.</given-names>
</name>
<name>
<surname>Lacroix</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Muehlbauer</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Pfenninger</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Granacher</surname>
<given-names>U.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>A Best Practice Fall Prevention Exercise Program to Improve Balance, Strength/Power, and Psychosocial Health in Older Adults: Study Protocol for a Randomized Controlled Trial</article-title>. <source>BMC Geriatr.</source> <volume>13</volume>, <fpage>105</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2318-13-105</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Henrotin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Sanchez</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Bay-Jensen</surname>
<given-names>A. C.</given-names>
</name>
<name>
<surname>Mobasheri</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Osteoarthritis Biomarkers Derived from Cartilage Extracellular Matrix: Current Status and Future Perspectives</article-title>. <source>Ann. Phys. Rehabilitation Med.</source> <volume>59</volume> (<issue>3</issue>), <fpage>145</fpage>&#x2013;<lpage>148</lpage>. <pub-id pub-id-type="doi">10.1016/j.rehab.2016.03.004</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hsu</surname>
<given-names>C. P.</given-names>
</name>
<name>
<surname>Moghadaszadeh</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Hartwig</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Beggs</surname>
<given-names>A. H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Sarcomeric and Nonmuscle &#x3b1;-Actinin Isoforms Exhibit Differential Dynamics at Skeletal Muscle Z-Lines</article-title>. <source>Cytoskeleton</source> <volume>75</volume> (<issue>5</issue>), <fpage>213</fpage>&#x2013;<lpage>228</lpage>. <pub-id pub-id-type="doi">10.1002/cm.21442</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hsu</surname>
<given-names>Y.-H.</given-names>
</name>
<name>
<surname>Mo</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Abreu</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Kiel</surname>
<given-names>D. P.</given-names>
</name>
<name>
<surname>Bonewald</surname>
<given-names>L. F.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>METTL21C Is a Potential Pleiotropic Gene for Osteoporosis and Sarcopenia Acting through the Modulation of the NF-kappaB Signaling Pathway</article-title>. <source>J. Bone Min. Res.</source> <volume>29</volume> (<issue>7</issue>), <fpage>1531</fpage>&#x2013;<lpage>1540</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.2200</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jayabalan</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Bergman</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Jauregui</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Hanaoka</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Stoker</surname>
<given-names>A. M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The Acute Physiological Effects of Continuous Versus Intermittent Walking during Golf in Individuals with Knee Osteoarthritis: A Pilot Study</article-title>. <source>Am. J. Phys. Med. Rehabil.</source> <volume>101</volume>, <fpage>460</fpage>&#x2013;<lpage>467</lpage>. <pub-id pub-id-type="doi">10.1097/PHM.0000000000001855</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiao</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Cartilage Oligomeric Matrix Protein and Hyaluronic Acid Are Sensitive Serum Biomarkers for Early Cartilage Lesions in the Knee Joint</article-title>. <source>Biomarkers</source> <volume>21</volume> (<issue>2</issue>), <fpage>146</fpage>&#x2013;<lpage>151</lpage>. <pub-id pub-id-type="doi">10.3109/1354750X.2015.1118547</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khwanchuea</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Punsawad</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Sex Differences in the Relationship between Body Composition and Biomarkers of Bone and Fat Metabolism in Obese Boys and Girls</article-title>. <source>Bone Rep.</source> <volume>14</volume>, <fpage>101087</fpage>. <pub-id pub-id-type="doi">10.1016/j.bonr.2021.101087</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>K.-I.</given-names>
</name>
<name>
<surname>Gollamudi</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Steinhubl</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Digital Technology to Enable Aging in Place</article-title>. <source>Exp. Gerontol.</source> <volume>88</volume>, <fpage>25</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2016.11.013</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>King</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Abreu</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>A.-L.</given-names>
</name>
<name>
<surname>Chertoff</surname>
<given-names>K. K.</given-names>
</name>
<name>
<surname>Brotto</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>P. J.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>A Multimodal Assessment of Balance in Elderly and Young Adults</article-title>. <source>Oncotarget</source> <volume>7</volume> (<issue>12</issue>), <fpage>13297</fpage>&#x2013;<lpage>13306</lpage>. <pub-id pub-id-type="doi">10.18632/oncotarget.7758</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>King</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Abreu</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Brotto</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Neural Control of Postural Sway: Relationship to Strength Measures in Young and Elderly Adults</article-title>. <source>Exp. Gerontol.</source> <volume>118</volume>, <fpage>39</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2019.01.005</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kirk</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mooney</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Cousins</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Angell</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Jackson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Pugh</surname>
<given-names>J. N.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Effects of Exercise and Whey Protein on Muscle Mass, Fat Mass, Myoelectrical Muscle Fatigue and Health-Related Quality of Life in Older Adults: A Secondary Analysis of the Liverpool Hope University-Sarcopenia Ageing Trial (LHU-SAT)</article-title>. <source>Eur. J. Appl. Physiol.</source> <volume>120</volume> (<issue>2</issue>), <fpage>493</fpage>&#x2013;<lpage>503</lpage>. <pub-id pub-id-type="doi">10.1007/s00421-019-04293-5</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kraus</surname>
<given-names>V. B.</given-names>
</name>
<name>
<surname>Blanco</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Englund</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Henrotin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lohmander</surname>
<given-names>L. S.</given-names>
</name>
<name>
<surname>Losina</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>OARSI Clinical Trials Recommendations: Soluble Biomarker Assessments in Clinical Trials in Osteoarthritis</article-title>. <source>Osteoarthr. Cartil.</source> <volume>23</volume> (<issue>5</issue>), <fpage>686</fpage>&#x2013;<lpage>697</lpage>. <pub-id pub-id-type="doi">10.1016/j.joca.2015.03.002</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kraus</surname>
<given-names>V. B.</given-names>
</name>
<name>
<surname>Burnett</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Coindreau</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cottrell</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Eyre</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Gendreau</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Application of Biomarkers in the Development of Drugs Intended for the Treatment of Osteoarthritis</article-title>. <source>Osteoarthr. Cartil.</source> <volume>19</volume> (<issue>5</issue>), <fpage>515</fpage>&#x2013;<lpage>542</lpage>. <pub-id pub-id-type="doi">10.1016/j.joca.2010.08.019</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Labott</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Bucht</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Morat</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Morat</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Donath</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Effects of Exercise Training on Handgrip Strength in Older Adults: A Meta-Analytical Review</article-title>. <source>Gerontology</source> <volume>65</volume> (<issue>6</issue>), <fpage>686</fpage>&#x2013;<lpage>698</lpage>. <pub-id pub-id-type="doi">10.1159/000501203</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lakhani</surname>
<given-names>H. V.</given-names>
</name>
<name>
<surname>Khanal</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Gabi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Yousef</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Alam</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Developing a Panel of Biomarkers and miRNA in Patients with Myocardial Infarction for Early Intervention Strategies of Heart Failure in West Virginian Population</article-title>. <source>PLoS One</source> <volume>13</volume> (<issue>10</issue>), <fpage>e0205329</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0205329</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lampek</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Cs&#xf3;ka</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Heged&#xfc;s</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Zr&#xed;nyi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>T&#xf6;r&#x151;csik</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Sports Activities of 60 above Hungarian Elderly-Explaining and Predicting Impact of Exercise on Health</article-title>. <source>BMC Public Health</source> <volume>21</volume> (<issue>Suppl. 1</issue>), <fpage>1863</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-020-09974-x</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laskou</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Patel</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Cooper</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Dennison</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>A pas de Deux of Osteoporosis and Sarcopenia: Osteosarcopenia</article-title>. <source>Climacteric</source> <volume>25</volume>, <fpage>88</fpage>&#x2013;<lpage>95</lpage>. <pub-id pub-id-type="doi">10.1080/13697137.2021.1951204</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewiecki</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Role of Sclerostin in Bone and Cartilage and its Potential as a Therapeutic Target in Bone Diseases</article-title>. <source>Ther. Adv. Musculoskelet.</source> <volume>6</volume> (<issue>2</issue>), <fpage>48</fpage>&#x2013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1177/1759720X13510479</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewis</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Buffel</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Aging in Place and the Places of Aging: A Longitudinal Study</article-title>. <source>J. Aging Stud.</source> <volume>54</volume>, <fpage>100870</fpage>. <pub-id pub-id-type="doi">10.1016/j.jaging.2020.100870</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liao</surname>
<given-names>C.-D.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>H.-C.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>S.-W.</given-names>
</name>
<name>
<surname>Liou</surname>
<given-names>T.-H.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>The Role of Muscle Mass Gain Following Protein Supplementation Plus Exercise Therapy in Older Adults with Sarcopenia and Frailty Risks: A Systematic Review and Meta-Regression Analysis of Randomized Trials</article-title>. <source>Nutrients</source> <volume>11</volume> (<issue>8</issue>), <fpage>1713</fpage>. <pub-id pub-id-type="doi">10.3390/nu11081713</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Alberton</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Caceres</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Volkmer</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Schieker</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Docheva</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Tenomodulin is Essential for Prevention of Adipocyte Accumulation and Fibrovascular Scar Formation during Early Tendon Healing</article-title>. <source>Cell Death Dis.</source> <volume>8</volume> (<issue>10</issue>), <fpage>e3116</fpage>. <pub-id pub-id-type="doi">10.1038/cddis.2017.510</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montazeri</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Estakhri</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mohamadnejad</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nouri</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Montazeri</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Mohammadkani</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Serum Hyaluronate as a Non-Invasive Marker of Hepatic Fibrosis and Inflammation in HBeAg-Negative Chronic Hepatitis B</article-title>. <source>BMC Gastroenterol.</source> <volume>5</volume>, <fpage>32</fpage>. <pub-id pub-id-type="doi">10.1186/1471-230X-5-32</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muinao</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Deka Boruah</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Pal</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Multi-Biomarker Panel Signature as the Key to Diagnosis of Ovarian Cancer</article-title>. <source>Heliyon</source> <volume>5</volume> (<issue>12</issue>), <fpage>e02826</fpage>. <pub-id pub-id-type="doi">10.1016/j.heliyon.2019.e02826</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nobrega da Silva</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Goldberg</surname>
<given-names>T. B. L.</given-names>
</name>
<name>
<surname>Silva</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Kurokawa</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Fiorelli</surname>
<given-names>L. N. M.</given-names>
</name>
<name>
<surname>Rizzo</surname>
<given-names>A. D. C. B.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Impact of Metabolic Syndrome and its Components on Bone Remodeling in Adolescents</article-title>. <source>PLoS One</source> <volume>16</volume> (<issue>7</issue>), <fpage>e0253892</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0253892</pub-id> </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogura</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Naito</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kakigi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ichinoseki-Sekine</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kurosaka</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Yoshihara</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Effects of Ageing and Endurance Exercise Training on Alpha-Actinin Isoforms in Rat Plantaris Muscle</article-title>. <source>Acta Physiol. (Oxf)</source> <volume>202</volume> (<issue>4</issue>), <fpage>683</fpage>&#x2013;<lpage>690</lpage>. <pub-id pub-id-type="doi">10.1111/j.1748-1716.2011.02284.x</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oldknow</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>MacRae</surname>
<given-names>V. E.</given-names>
</name>
<name>
<surname>Farquharson</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Endocrine Role of Bone: Recent and Emerging Perspectives Beyond Osteocalcin</article-title>. <source>J. Endocrinol.</source> <volume>225</volume> (<issue>1</issue>), <fpage>R1</fpage>&#x2013;<lpage>R19</lpage>. <pub-id pub-id-type="doi">10.1530/JOE-14-0584</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Otani</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Mizokami</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hayashi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Mori</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Nakamura</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Signaling Pathway for Adiponectin Expression in Adipocytes by Osteocalcin</article-title>. <source>Cell. Signal.</source> <volume>27</volume> (<issue>3</issue>), <fpage>532</fpage>&#x2013;<lpage>544</lpage>. <pub-id pub-id-type="doi">10.1016/j.cellsig.2014.12.018</pub-id> </citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peek</surname>
<given-names>S. T. M.</given-names>
</name>
<name>
<surname>Luijkx</surname>
<given-names>K. G.</given-names>
</name>
<name>
<surname>Rijnaard</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Nieboer</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>van der Voort</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Aarts</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Older Adults&#x27; Reasons for Using Technology while Aging in Place</article-title>. <source>Gerontology</source> <volume>62</volume> (<issue>2</issue>), <fpage>226</fpage>&#x2013;<lpage>237</lpage>. <pub-id pub-id-type="doi">10.1159/000430949</pub-id> </citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Dmochowski</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Banes</surname>
<given-names>A. N.</given-names>
</name>
<name>
<surname>Tsuzaki</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bynum</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Patterson</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Differential Expression and Cellular Localization of Novel Isoforms of the Tendon Biomarker Tenomodulin</article-title>. <source>J. Appl. Physiol.</source> <volume>113</volume> (<issue>6</issue>), <fpage>861</fpage>&#x2013;<lpage>871</lpage>. <pub-id pub-id-type="doi">10.1152/japplphysiol.00198.2012</pub-id> </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rantz</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Skubic</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Galambos</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Alexander</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Keller</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Sensor Technology to Support Aging in Place</article-title>. <source>J. Am. Med. Dir. Assoc.</source> <volume>14</volume> (<issue>6</issue>), <fpage>386</fpage>&#x2013;<lpage>391</lpage>. <pub-id pub-id-type="doi">10.1016/j.jamda.2013.02.018</pub-id> </citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rauch</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Adachi</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Sclerostin: More Than a Bone Formation Brake</article-title>. <source>Sci. Transl. Med.</source> <volume>8</volume> (<issue>330</issue>), <fpage>330fs337</fpage>. <pub-id pub-id-type="doi">10.1126/scitranslmed.aaf4628</pub-id> </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ribeiro</surname>
<given-names>E. D. A.</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Pinotsis</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Ghisleni</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Salmazo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Konarev</surname>
<given-names>P. V.</given-names>
</name>
<name>
<surname>Kostan</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>The Structure and Regulation of Human Muscle &#x3b1;-Actinin</article-title>. <source>Cell</source> <volume>159</volume> (<issue>6</issue>), <fpage>1447</fpage>&#x2013;<lpage>1460</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2014.10.056</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sadjapong</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Yodkeeree</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sungkarat</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Siviroj</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Multicomponent Exercise Program Reduces Frailty and Inflammatory Biomarkers and Improves Physical Performance in Community-Dwelling Older Adults: A Randomized Controlled Trial</article-title>. <source>Int. J. Environ. Res. Public Health</source> <volume>17</volume> (<issue>11</issue>), <fpage>3760</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph17113760</pub-id> </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saruga</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Sasaki</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Inoue</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Chiba</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ota</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Iwasaki</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Usefulness of Serum Hyaluronic Acid Levels as a Predictor of Incidence of Hand Osteoarthritis Analyzed by Longitudinal Analysis from the Iwaki Cohort</article-title>. <source>Sci. Rep.</source> <volume>11</volume> (<issue>1</issue>), <fpage>4074</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-021-83693-0</pub-id> </citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Singh</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>N. R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Role of Hyaluronic Acid in Early Diagnosis of Knee Osteoarthritis</article-title>. <source>J. Clin. Diagn Res.</source> <volume>8</volume> (<issue>12</issue>), <fpage>LC04</fpage>&#x2013;<lpage>07</lpage>. <pub-id pub-id-type="doi">10.7860/JCDR/2014/11732.5342</pub-id> </citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smith</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Scott</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Brennan-Speranza</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>Al Saedi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Moreno-Asso</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Uncovering the Bone-Muscle Interaction and its Implications for the Health and Function of Older Adults (The Wellderly Project): Protocol for a Randomized Controlled Crossover Trial</article-title>. <source>JMIR Res. Protoc.</source> <volume>10</volume> (<issue>4</issue>), <fpage>e18777</fpage>. <pub-id pub-id-type="doi">10.2196/18777</pub-id> </citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sousa</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Mendes</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Abrantes</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Sampaio</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Oliveira</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Effectiveness of Combined Exercise Training to Improve Functional Fitness in Older Adults: A Randomized Controlled Trial</article-title>. <source>Geriatr. Gerontol. Int.</source> <volume>14</volume> (<issue>4</issue>), <fpage>892</fpage>&#x2013;<lpage>898</lpage>. <pub-id pub-id-type="doi">10.1111/ggi.12188</pub-id> </citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>St Quinton</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Morris</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Barwood</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Conner</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Promoting Physical Activity through Text Messages: The Impact of Attitude and Goal Priority Messages</article-title>. <source>Health Psychol. Behav. Med.</source> <volume>9</volume> (<issue>1</issue>), <fpage>165</fpage>&#x2013;<lpage>181</lpage>. <pub-id pub-id-type="doi">10.1080/21642850.2021.1891073</pub-id> </citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tolppanen</surname>
<given-names>A.-M.</given-names>
</name>
<name>
<surname>Pulkkinen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Herder</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Koenig</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Kolehmainen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lindstr&#xf6;m</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>The Genetic Variation of the Tenomodulin Gene (TNMD) is Associated with Serum Levels of Systemic Immune Mediators-The Finnish Diabetes Prevention Study</article-title>. <source>Genet. Med.</source> <volume>10</volume> (<issue>7</issue>), <fpage>536</fpage>&#x2013;<lpage>544</lpage>. <pub-id pub-id-type="doi">10.1097GIM.0b013e318177212910.1097/gim.0b013e3181772129</pub-id> </citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Townsend</surname>
<given-names>L. K.</given-names>
</name>
<name>
<surname>MacPherson</surname>
<given-names>R. E. K.</given-names>
</name>
<name>
<surname>Wright</surname>
<given-names>D. C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>New Horizon: Exercise and a Focus on Tissue-Brain Crosstalk</article-title>. <source>J. Clin. Endocrinol. Metab.</source> <volume>106</volume> (<issue>8</issue>), <fpage>2147</fpage>&#x2013;<lpage>2163</lpage>. <pub-id pub-id-type="doi">10.1210/clinem/dgab333</pub-id> </citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vanleerberghe</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>De Witte</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Claes</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Schalock</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Vert&#xe9;</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The Quality of Life of Older People Aging in Place: A Literature Review</article-title>. <source>Qual. Life Res.</source> <volume>26</volume> (<issue>11</issue>), <fpage>2899</fpage>&#x2013;<lpage>2907</lpage>. <pub-id pub-id-type="doi">10.1007/s11136-017-1651-0</pub-id> </citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wakitani</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Nawata</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kawaguchi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Okabe</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Takaoka</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Tsuchiya</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2007</year>). <article-title>Serum Keratan Sulfate is a Promising Marker of Early Articular Cartilage Breakdown</article-title>. <source>Rheumatology</source> <volume>46</volume> (<issue>11</issue>), <fpage>1652</fpage>&#x2013;<lpage>1656</lpage>. <pub-id pub-id-type="doi">10.1093/rheumatology/kem220</pub-id> </citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Y.-C.</given-names>
</name>
<name>
<surname>Bohannon</surname>
<given-names>R. W.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Sindhu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kapellusch</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Hand-Grip Strength: Normative Reference Values and Equations for Individuals 18 to 85 Years of Age Residing in the United States</article-title>. <source>J. Orthop. Sports Phys. Ther.</source> <volume>48</volume> (<issue>9</issue>), <fpage>685</fpage>&#x2013;<lpage>693</lpage>. <pub-id pub-id-type="doi">10.2519/jospt.2018.7851</pub-id> </citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Karsenty</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>An Overview of the Metabolic Functions of Osteocalcin</article-title>. <source>Curr. Osteoporos. Rep.</source> <volume>13</volume> (<issue>3</issue>), <fpage>180</fpage>&#x2013;<lpage>185</lpage>. <pub-id pub-id-type="doi">10.1007/s11914-015-0267-y</pub-id> </citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeng</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ge</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Xia</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Type 2 Diabetes is Causally Associated with Reduced Serum Osteocalcin: A Genomewide Association and Mendelian Randomization Study</article-title>. <source>J. Bone Min. Res.</source> <volume>36</volume> (<issue>9</issue>), <fpage>1694</fpage>&#x2013;<lpage>1707</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.4330</pub-id> </citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Pinsky</surname>
<given-names>P. F.</given-names>
</name>
<name>
<surname>Cramer</surname>
<given-names>D. W.</given-names>
</name>
<name>
<surname>Ransohoff</surname>
<given-names>D. F.</given-names>
</name>
<name>
<surname>Hartge</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Pfeiffer</surname>
<given-names>R. M.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>A Framework for Evaluating Biomarkers for Early Detection: Validation of Biomarker Panels for Ovarian Cancer</article-title>. <source>Cancer Prev. Res. (Phila)</source> <volume>4</volume> (<issue>3</issue>), <fpage>375</fpage>&#x2013;<lpage>383</lpage>. <pub-id pub-id-type="doi">10.1158/1940-6207.CAPR-10-0193</pub-id> </citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhuang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Effectiveness of a Combined Exercise Intervention on Physical Fitness Factors Related to Falls in Community-Dwelling Older Adults</article-title>. <source>Clin. Interv. Aging</source> <volume>9</volume>, <fpage>131</fpage>&#x2013;<lpage>140</lpage>. <pub-id pub-id-type="doi">10.2147/CIA.S56682</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>