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<article article-type="review-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">837575</article-id>
<article-id pub-id-type="doi">10.3389/fragi.2022.837575</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Growth Differentiation Factor-15 in Immunity and Aging</article-title>
<alt-title alt-title-type="left-running-head">Pence</alt-title>
<alt-title alt-title-type="right-running-head">GDF-15 in Immunity and Aging</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Pence</surname>
<given-names>Brandt D.</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/176696/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>College of Health Sciences</institution>, <institution>University of Memphis</institution>, <addr-line>Memphis</addr-line>, <addr-line>TN</addr-line>, <country>United&#x20;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/986329/overview">Leena P. Bharath</ext-link>, Merrimack College, United&#x20;States</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/1244668/overview">Jessica Naomi Lancaster</ext-link>, Mayo Clinic Arizona, United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1501653/overview">Jan Nehlin</ext-link>, Copenhagen University Hospital - Amager and Hvidovre, Denmark</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Brandt D. Pence, <email>bdpence@memphis.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Aging and the Immune System, a section of the journal Frontiers in Aging</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>3</volume>
<elocation-id>837575</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Pence.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Pence</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Aging increases susceptibility to and severity of a variety of chronic and infectious diseases. Underlying this is dysfunction of the immune system, including chronic increases in low-grade inflammation (inflammaging) and age-related immunosuppression (immunosenescence). Growth differentiation factor-15 (GDF-15) is a stress-, infection-, and inflammation-induced cytokine which is increased in aging and suppresses immune responses. This mini review briefly covers existing knowledge on the immunoregulatory and anti-inflammatory roles of GDF-15, as well as its potential importance in aging and immune function.</p>
</abstract>
<kwd-group>
<kwd>inflammaging</kwd>
<kwd>immunosenescence</kwd>
<kwd>aging</kwd>
<kwd>immunity</kwd>
<kwd>GDF-15</kwd>
</kwd-group>
<contract-num rid="cn001">18AIREA33961089</contract-num>
<contract-sponsor id="cn001">American Heart Association<named-content content-type="fundref-id">10.13039/100000968</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">University of Memphis<named-content content-type="fundref-id">10.13039/100011518</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Aging is the single largest risk factor for nearly all chronic diseases, including cardiovascular disease, cancer, and neurodegenerative diseases (<xref ref-type="bibr" rid="B49">Niccoli and Partridge, 2012</xref>). Underlying nearly all chronic diseases is an increase in inflammation, and numerous observations have associated aging with a chronic low-grade inflammatory state. This has given rise to the term inflammaging, in which age-associated inflammation is suggested to be a shared underlying cause for the progressive decline in physiological function and increased pathology with age (<xref ref-type="bibr" rid="B21">Franceschi and Campisi, 2014</xref>). It is now well-appreciated that dysregulated inflammation is closely coupled with the aging phenotype, as inflammatory processes are central to essentially all of the &#x2018;hallmarks of aging&#x2019; defined in a landmark paper (<xref ref-type="bibr" rid="B44">Lopez-Otin et&#x20;al., 2013</xref>) published in <italic>Cell</italic> in 2013. Systemic chronic inflammation underlies age-related disease processes across tissue types (<xref ref-type="bibr" rid="B25">Furman et&#x20;al., 2019</xref>) and is predictive of multimorbidity and frailty (<xref ref-type="bibr" rid="B61">Sayed et&#x20;al., 2021</xref>), suggesting that inflammaging is central to biological&#x20;aging.</p>
<p>In addition to the increase in inflammation seen in the inflammaging state, the aging process also brings about progressive immunosenescence, a generalized decline in immune system function leading to increased complications from infectious diseases and other immunological stimuli (<xref ref-type="bibr" rid="B24">Fulop et&#x20;al., 2018</xref>). Immunosenescence leads to defects in the innate immune system, including impaired phagocytosis and chemotaxis, increased myeloid cell proportion, and altered basal and stimulated cytokine production in granulocytes, monocytes, macrophages, and dendritic cells (<xref ref-type="bibr" rid="B41">Linton and Thoman, 2014</xref>; <xref ref-type="bibr" rid="B24">Fulop et&#x20;al., 2018</xref>). Additionally, adaptive immune responses are generally impaired with aging, as lymphocyte subpopulations shift to more regulatory and memory phenotypes, and lymphocyte proliferation and function is decreased (<xref ref-type="bibr" rid="B26">Goronzy and Weyand, 2013</xref>; <xref ref-type="bibr" rid="B24">Fulop et&#x20;al., 2018</xref>). Because inflammatory responses are a major aspect of immune regulation, inflammaging and immunosenescence are invariably linked.</p>
<p>However, some aspects of aging and immunity are paradoxical (<xref ref-type="bibr" rid="B46">Montgomery and Shaw, 2015</xref>), as anti-inflammatory and immunoregulatory cell subtypes are proportionally increased during the aging process (<xref ref-type="bibr" rid="B24">Fulop et&#x20;al., 2018</xref>), which would be expected to promote a more anti-inflammatory state. Additionally, immune cells are known to take on more pro- or anti-inflammatory roles during aging depending on stimulus, as exemplified by research on monocytes showing age-related increased basal expression of the pro-inflammatory cytokine tumor necrosis factor (TNF)-&#x3b1; (<xref ref-type="bibr" rid="B27">Hearps et&#x20;al., 2012</xref>), while cytokine responses are impaired with aging during inflammatory activation in monocytes (<xref ref-type="bibr" rid="B58">Renshaw et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B52">Pence and Yarbro, 2019</xref>).</p>
</sec>
<sec id="s2">
<title>Senescence</title>
<p>A principal contributor to the aging process is cellular senescence (<xref ref-type="bibr" rid="B44">Lopez-Otin et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B80">Yarbro et&#x20;al., 2020</xref>). One of the &#x2018;hallmarks of aging&#x2019; (<xref ref-type="bibr" rid="B44">Lopez-Otin et&#x20;al., 2013</xref>), cellular senescence is characterized by proliferative arrest in aging cells, preventing cell division in an irreversible manner (<xref ref-type="bibr" rid="B11">Campisi, 2012</xref>). However, despite the similarity in their names, cellular senescence and immunosenescence are different processes with widely-varying outcomes. Immunosenescence refers to a generalized deterioration in immune cell function during aging, predisposing older individuals to worsened outcomes to infectious and chronic diseases (<xref ref-type="bibr" rid="B24">Fulop et&#x20;al., 2018</xref>). While there is some evidence for cellular senescence in the immune system, primarily in lymphocytes (<xref ref-type="bibr" rid="B86">Zhou et&#x20;al., 2021</xref>), mechanisms underlying immunosenescence are not universally driven by hallmarks of cellular senescence such as cell cycle arrest, telomere shortening, etc. Nevertheless, links between cellular senescence and immunosenescence are a promising area of research, as there has been a dramatic increase in interest in the regulation of host processes by senescent cells, driven primarily by the discovery of the senescence-associated secretory phenotype (SASP).</p>
<p>During aging, senescent cells produce a host of secreted factors now known as the SASP, which are involved in the regulation of myriad host functions including immune system-relevant processes such as inflammation, tissue repair, and cellular proliferation (<xref ref-type="bibr" rid="B11">Campisi, 2012</xref>). Many SASP factors are cytokines and chemokines which are intimately involved in the regulation of inflammation (<xref ref-type="bibr" rid="B12">Campisi et&#x20;al., 2011</xref>), thus cellular senescence is a primary driver of inflammaging both at local tissue and systemic levels (<xref ref-type="bibr" rid="B22">Freund et&#x20;al., 2010</xref>) and contributes to the pro-inflammatory environment further induced by other age-associated factors such as increases in damage-associated molecular patterns (<xref ref-type="bibr" rid="B33">Kapetanovic et&#x20;al., 2015</xref>). As a major determinant of the host endocrine environment, SASP factors are also prime candidates for potential mechanisms linking cellular senescence and inflammaging to immunosenescence, as many circulating and tissue immune cells are routinely exposed to secreted SASP factors.</p>
</sec>
<sec id="s3">
<title>GDF-15</title>
<p>Growth Differentiation Factor-15 (GDF-15) is a distant member of the transforming growth factor (TGF)-&#x3b2; superfamily of cytokines (<xref ref-type="bibr" rid="B70">Unsicker et&#x20;al., 2013</xref>), in that it shares structural characteristics with TGF-&#x3b2; superfamily members but was found to have relatively weak homology with existing superfamily members at the time of its discovery (<xref ref-type="bibr" rid="B7">Bootcov et&#x20;al., 1997</xref>). GDF-15 has detectable expression in nearly all tissues including the brain, intestines, lungs, cardiovascular system, etc. (<xref ref-type="bibr" rid="B82">Yokoyama-Kobayashi et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B8">B&#xf6;ttner et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B66">Tan et&#x20;al., 2002</xref>).</p>
<p>GDFs have a long history in aging research (<xref ref-type="bibr" rid="B31">Jamaiyar et&#x20;al., 2017</xref>), although this has been controversial due to debates about the direction and effects of age-associated changes to key GDFs including myostatin (GDF-8) and GDF-11 (<xref ref-type="bibr" rid="B43">Loffredo et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B34">Katsimpardi et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B63">Sinha et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Egerman et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B64">Smith et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B54">Poggioli et&#x20;al., 2016</xref>). However<bold>
<italic>,</italic>
</bold> the known effects of GDF-15 are distinct from those of GDF-8, GDF-11, and other proteins of this subfamily relevant to aging (<xref ref-type="bibr" rid="B70">Unsicker et&#x20;al., 2013</xref>), and GDF-15 is sufficiently divergent from other TGF-&#x3b2; superfamily members that it was initially suggested to be the first member of a new subfamily of TGF-&#x3b2;-related proteins (<xref ref-type="bibr" rid="B7">Bootcov et&#x20;al., 1997</xref>).</p>
<p>GDF-15 was independently discovered by multiple laboratories in the late 1990s (<xref ref-type="bibr" rid="B7">Bootcov et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B30">Hromas et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B39">Lawton et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B5">Baek et&#x20;al., 2001</xref>), with each laboratory describing a distinct function of the protein. The most influential of these initial publications (by citation count) was from Bootcov <italic>et&#x20;al.</italic> in 1997 (<xref ref-type="bibr" rid="B7">Bootcov et&#x20;al., 1997</xref>), who named GDF-15 as macrophage inhibitory cytokine-1 (MIC-1) and demonstrated 1) that GDF-15 was released by macrophages due to inflammatory stimuli such as tumor necrosis factor (TNF)-&#x3b1; and interleukin (IL)-1&#x3b2;, and 2) that GDF-15 signaling in macrophages inhibits lipopolysaccharide-stimulated TNF-&#x3b1; production. This seminal manuscript provided evidence that GDF-15 is an important immunoregulatory protein which links an inflammatory state with immunosuppression. Follow-up work from several laboratories has implicated GDF-15 in suppressing function of a variety of immune cells, including neutrophils (<xref ref-type="bibr" rid="B35">Kempf et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B4">Artz et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B83">Zhang et&#x20;al., 2016</xref>), macrophages (<xref ref-type="bibr" rid="B55">Preusch et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B40">Lee et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Jung et&#x20;al., 2018</xref>), dendritic cells (<xref ref-type="bibr" rid="B62">Segerer et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B87">Zhou et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B84">Zhang et&#x20;al., 2018</xref>), natural killer (NK) cells (<xref ref-type="bibr" rid="B60">Roth et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B38">Kleinertz et&#x20;al., 2019</xref>), and T lymphocytes (<xref ref-type="bibr" rid="B60">Roth et&#x20;al., 2010</xref>).</p>
<p>In addition to its molecular effects, GDF-15 is well-established as a biomarker for a number of chronic diseases, many of which are increased with age. Increased GDF-15 levels have been associated with cardiovascular disease (<xref ref-type="bibr" rid="B74">Wollert et&#x20;al., 2017</xref>), mitochondrial diseases (<xref ref-type="bibr" rid="B81">Yatsuga et&#x20;al., 2015</xref>), diabetes (<xref ref-type="bibr" rid="B2">Adela and Banerjee, 2015</xref>), and cognitive decline (<xref ref-type="bibr" rid="B23">Fuchs et&#x20;al., 2013</xref>) among others. GDF-15 is also an active area of investigation within cancer research, as it has dually-opposing effects including both anti-tumorigenic and pro-metastatic activities depending on cell type studied (<xref ref-type="bibr" rid="B70">Unsicker et&#x20;al., 2013</xref>). Increased GDF-15 has also been suggested as a biomarker for severity of rheumatoid arthritis (<xref ref-type="bibr" rid="B20">Esalatmanesh et&#x20;al., 2020</xref>).</p>
<p>The independent identification by multiple laboratories of GFRAL as the neuronal receptor for GDF-15 (<xref ref-type="bibr" rid="B19">Emmerson et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B48">Mullican et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B79">Yang et&#x20;al., 2017</xref>) which mediates its known anti-obesity effects has also accelerated research into GDF-15 as a weight-loss promoter. However, the long-term consequences of increasing GDF-15 are questionable, given its association with immunosuppression and various chronic diseases. It is also worth noting that GDF-15 signaling mechanisms are likely to be distinct in different cell types, as canonical TGF-&#x3b2; receptor signaling has been shown to mediate the effects of GDF-15 in various immune cells (<xref ref-type="bibr" rid="B4">Artz et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B32">Jung et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B84">Zhang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B38">Kleinertz et&#x20;al., 2019</xref>). Importantly, immune cells to do not express GFRAL, necessitating that the observed effects of GDF-15 on leukocytes occur through an alternate receptor.</p>
<p>Further underscoring GFRAL-independent aspects of GDF-15 signaling is the recent observation that GDF-15 activates AMPK in skeletal muscle independent of GFRAL (<xref ref-type="bibr" rid="B3">Aguilar-Recarte et&#x20;al., 2021</xref>). The geroprotector drug metformin also increases circulating GDF-15 levels and promotes weight loss, and GDF-15 knockout abrogates the weight loss effect of metformin in mice (<xref ref-type="bibr" rid="B16">Day et&#x20;al., 2019</xref>). While the GDF-15 mediated weight reduction effects of metformin may be mediated through GFRAL, metformin is also well known as an anti-inflammatory and immunomodulatory drug (<xref ref-type="bibr" rid="B10">Bu&#x142;dak et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B36">Kim et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B56">Qing et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B65">Soberanes et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B15">Cory et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B77">Xian et&#x20;al., 2021</xref>), therefore the effect of metformin on inflammation and immune function may be at least partially mediated through promoting GDF-15 expression.</p>
</sec>
<sec id="s4">
<title>GDF-15 and Immunity</title>
<p>In addition to suppressing inflammatory responses (<xref ref-type="bibr" rid="B60">Roth et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B35">Kempf et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B62">Segerer et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B55">Preusch et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B87">Zhou et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B4">Artz et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B83">Zhang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B40">Lee et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Jung et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B84">Zhang et&#x20;al., 2018</xref>), GDF-15 is a potent suppressor of chemotaxis in neutrophils (<xref ref-type="bibr" rid="B35">Kempf et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B4">Artz et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B83">Zhang et&#x20;al., 2016</xref>), restricts macrophage accumulation in atherosclerotic plaques (<xref ref-type="bibr" rid="B55">Preusch et&#x20;al., 2013</xref>), and promotes autophagy in macrophages (<xref ref-type="bibr" rid="B28">Heduschke et&#x20;al., 2021</xref>). In macrophages, GDF-15 increases reliance on oxidative phosphorylation for energy production and promotes an M2-like phenotype (<xref ref-type="bibr" rid="B32">Jung et&#x20;al., 2018</xref>), which suggests a potential mechanism by which GDF-15 mediates anti-inflammatory responses. GDF-15 also reduces LPS-induced sepsis responses in mice (<xref ref-type="bibr" rid="B1">Abulizi et&#x20;al., 2017</xref>) and suppresses NLRP3 inflammasome activation and inflammatory responses in adipose tissue (<xref ref-type="bibr" rid="B37">Kim et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B71">Wang et&#x20;al., 2014</xref>). These findings suggest that GDF-15 is a potent suppressor of inflammatory responses by innate immune&#x20;cells.</p>
<p>Some evidence suggests that GDF-15 can suppress DC function. In perhaps the most comprehensive study to date, Zhou <italic>et&#x20;al.</italic> (<xref ref-type="bibr" rid="B87">Zhou et&#x20;al., 2013</xref>) demonstrated impaired expression of maturation markers, reduced inflammatory cytokine production, and impaired T&#x20;cell activation by GDF-15-treated DCs. These findings are consistent with a study on decidual dendritic cells, which demonstrated impaired maturation and T&#x20;cell stimulatory capacity in GDF-15-treated DCs (<xref ref-type="bibr" rid="B62">Segerer et&#x20;al., 2012</xref>). GDF-15 has also been shown to promote tolerogenic DC responses, including increasing expression of inhibitory molecules and promoting T&#x20;cell exhaustion and regulatory T&#x20;cell production by DCs (<xref ref-type="bibr" rid="B84">Zhang et&#x20;al., 2018</xref>). Aging is known to impair DC function, including by reducing antigen presentation (<xref ref-type="bibr" rid="B75">Wong and Goldstein, 2013</xref>). Age-related increases in GDF-15 therefore represents a potential mechanism for the observation of DC impairments during&#x20;aging.</p>
<p>GDF-15 is also an active area of study in cancer immunity (<xref ref-type="bibr" rid="B73">Wischhusen et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B42">Lodi et&#x20;al., 2021</xref>), and GDF-15 has been shown to allow gliomas to evade immune responses by suppressing natural killer cell-mediated immunity and T&#x20;cell migration into the tumors (<xref ref-type="bibr" rid="B60">Roth et&#x20;al., 2010</xref>). GDF-15 also suppresses macrophage anti-tumor responses during early cancer development (<xref ref-type="bibr" rid="B57">Ratnam et&#x20;al., 2017</xref>). GDF-15 is highly overexpressed in colorectal, ovarian, lung, and many other cancer types (<xref ref-type="bibr" rid="B73">Wischhusen et&#x20;al., 2020</xref>), and is therefore considered a promising biomarker for cancer prognosis in addition to its potential role in cancer cell evasion of anti-tumor immune responses.</p>
<p>GDF-15 is additionally relevant to infectious disease responses. GDF-15 impairs NK cell function during systemic infection (<xref ref-type="bibr" rid="B38">Kleinertz et&#x20;al., 2019</xref>) and regulates polarization of adipose tissue macrophages (<xref ref-type="bibr" rid="B40">Lee et&#x20;al., 2017</xref>). One recent paper demonstrated that GDF-15 overproduction increases severity of human rhinovirus infections (<xref ref-type="bibr" rid="B76">Wu et&#x20;al., 2017</xref>), and Kleinertz <italic>et&#x20;al.</italic> reported that GDF-15 levels were increased in injury patients who progressed to sepsis compared to those who did not (<xref ref-type="bibr" rid="B38">Kleinertz et&#x20;al., 2019</xref>). Likewise, GDF-15 expression is increased in cells infected with avian influenza viruses, and this in turn limits their production of cytokines (<xref ref-type="bibr" rid="B85">Zhao et&#x20;al., 2021</xref>). COVID-19 patients have elevated GDF-15 levels (<xref ref-type="bibr" rid="B50">Notz et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B59">Rochette et&#x20;al., 2021</xref>), suggesting a potential link between GDF-15 and disease severity in the ongoing pandemic.</p>
<p>In septic patients, GDF-15 levels are predictive of disease severity and mortality (<xref ref-type="bibr" rid="B9">Buendgens et&#x20;al., 2017</xref>), giving further evidence that GDF-15 may be of import in systemic immune responses. Finally, GDF-15 has been shown to be released due to infection with a variety of bacterial and viral pathogens, and that it plays a tissue protective role during infection <italic>via</italic> regulation of lipid metabolism (<xref ref-type="bibr" rid="B45">Luan et&#x20;al., 2019</xref>). As such, there is abundant evidence that GDF-15 plays a multifaceted role in immune responses by down-regulating immune function, not unlike impairments to the immune system noted in age-related immunosenescence.</p>
</sec>
<sec id="s5">
<title>GDF-15 and Aging</title>
<p>Within the aging field, GDF-15 has very recently become a protein of tremendous interest. Although GDF-15 was identified in 2010 as being associated with all-cause mortality in Swedish males (<xref ref-type="bibr" rid="B72">Wiklund et&#x20;al., 2010</xref>), the protein was largely forgotten in the aging field until a 2018 publication in <italic>Aging Cell</italic> by Tanaka <italic>et&#x20;al.</italic> (<xref ref-type="bibr" rid="B68">Tanaka et&#x20;al., 2018</xref>) profiled the plasma proteome across the lifespan. They demonstrated that GDF-15 was the protein most strongly associated with age and that it increased in a linear fashion as age increased. Follow-up studies by the same authors indicated that GDF-15 was the protein most strongly associated with multimorbidity, including after adjustment for age and sex (<xref ref-type="bibr" rid="B67">Tanaka et&#x20;al., 2020</xref>).</p>
<p>At least several additional papers support the finding that GDF-15 levels increase with age (<xref ref-type="bibr" rid="B29">Ho et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B17">Doerstling et&#x20;al., 2018</xref>), and elevated GDF-15 levels are associated with the development of anemia in older adults (<xref ref-type="bibr" rid="B78">Yamaguchi et&#x20;al., 2021</xref>). Underscoring this, Tavenier <italic>et&#x20;al.</italic> recently described a strong association between GDF-15 levels and accelerated aging phenotypes in older adults, wherein individuals with frailty had on average an approximately 60% increase in GDF-15 compared to age-matched healthy individuals (<xref ref-type="bibr" rid="B69">Tavenier et&#x20;al., 2021</xref>). This finding supported a previous report linking GDF-15 levels in the plasma to frailty (<xref ref-type="bibr" rid="B14">Conte et&#x20;al., 2020</xref>). Although in need of further support, these findings suggest GDF-15 as potentially prognostic of biological&#x20;aging.</p>
<p>A recent study by Basisty <italic>et&#x20;al.</italic> (<xref ref-type="bibr" rid="B6">Basisty et&#x20;al., 2020</xref>) profiled the SASP across multiple cell types and <italic>in&#x20;vitro</italic> senescence inducers with the goal of developing a &#x201c;SASP Atlas&#x201d; to support research in this field. GDF-15 was identified as part of the &#x201c;core SASP&#x201d; which was upregulated across cell types and treatments, confirming its importance as potential signaling molecule in cellular senescence. These recent findings underscore the potential importance of GDF-15 to aging, although the actual molecular contributions of GDF-15 to aging are currently unknown.</p>
<p>Given its relatively recent emergence as a biomarker of aging, it is unsurprising that little is known about the contribution of GDF-15 to immunosenescence. My laboratory has recently described correlations between elevated GDF-15 levels and monocyte dysfunction (<xref ref-type="bibr" rid="B53">Pence et&#x20;al., 2021</xref>) in a secondary analysis using data from our previous reports on age-related metabolic and inflammatory deficits in monocytes (<xref ref-type="bibr" rid="B51">Pence and Yarbro, 2018</xref>; <xref ref-type="bibr" rid="B52">Pence and Yarbro, 2019</xref>). Interestingly, Moon <italic>et&#x20;al.</italic> (<xref ref-type="bibr" rid="B47">Moon et&#x20;al., 2020</xref>) recently reported that GDF-15 is increased in aging in response to cell-free mitochondrial DNA, and that this limits tissue inflammatory burden. However, GDF-15 also suppressed T&#x20;cell activation <italic>via</italic> promoting regulatory T&#x20;cell activity, thereby limiting immune activation. Circulating GDF-15 levels were additionally recently shown to be correlated to accumulation of senescent T&#x20;cells during aging (<xref ref-type="bibr" rid="B13">Chen et&#x20;al., 2020</xref>). GDF-15 may therefore be a regulatory SASP factor which limits inflammaging at the expense of suppressing immune function.</p>
</sec>
<sec id="s6">
<title>Discussion and Conclusion</title>
<p>Aging is associated with a substantial dysregulation of the immune system. GDF-15 is a stress-induced cytokine which is secreted under pro-inflammatory conditions and serves to limit inflammatory activation in many immune cell types. This suggests a potential inflammation-immunosuppression axis driven by GDF-15, whereby the protein is secreted during an inflammatory or immune activation event, and serves as a signal to assist in self-limiting or resolving the initial pro-inflammatory response.</p>
<p>By extension, chronic inflammation as induced by aging or senescence may therefore lead to chronic elevation of GDF-15 levels, leading to sustained suppression of the immune system. Recent evidence indicates that GDF-15 is highly associated with aging and increases across the lifespan, therefore GDF-15 is a strong potential link between inflammaging and immunosenescence. While there is some limited evidence suggesting that GDF-15 regulates immune function during aging, a great deal more work is necessary to convincingly demonstrate this. Nevertheless, GDF-15 is clearly an extremely important immunoregulatory cytokine which also has strong associations with biological aging. As such, further research in this area is likely to uncover additional links between GDF-15 and age-related immune dysfunction.</p>
</sec>
</body>
<back>
<sec id="s7">
<title>Author Contributions</title>
<p>BP developed the topic, performed the literature review, and wrote the paper.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This research was partially supported by American Heart Association grants 18AIREA33960189 and 19TPA34910232 and a University of Memphis College of Health Sciences faculty research grant to&#x20;BP.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The author declares 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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abulizi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Loganathan</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Mele</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zwiep</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Growth Differentiation Factor-15 Deficiency Augments Inflammatory Response and Exacerbates Septic Heart and Renal Injury Induced by Lipopolysaccharide</article-title>. <source>Sci. Rep.</source> <volume>7</volume>, <fpage>1037</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-017-00902-5</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adela</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Banerjee</surname>
<given-names>S. K.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>GDF-15 as a Target and Biomarker for Diabetes and Cardiovascular Diseases: A Translational Prospective</article-title>. <source>J.&#x20;Diabetes Res.</source> <volume>2015</volume>, <fpage>1</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1155/2015/490842</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aguilar-Recarte</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Barroso</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Gum&#xe0;</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Pizarro-Delgado</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pe&#xf1;a</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Ruart</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>GDF15 Mediates the Metabolic Effects of PPAR&#x3b2;/&#x3b4; by Activating AMPK</article-title>. <source>Cel Rep.</source> <volume>36</volume>, <fpage>109501</fpage>. <pub-id pub-id-type="doi">10.1016/J.CELREP.2021.109501</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Artz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Butz</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Vestweber</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>GDF-15 Inhibits Integrin Activation and Mouse Neutrophil Recruitment through the ALK-5/tgf-&#x392;rii Heterodimer</article-title>. <source>Blood</source> <volume>128</volume>, <fpage>529</fpage>&#x2013;<lpage>541</lpage>. <pub-id pub-id-type="doi">10.1182/blood-2016-01-696617</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baek</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>K.-S.</given-names>
</name>
<name>
<surname>Nixon</surname>
<given-names>J.&#x20;B.</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>L. C.</given-names>
</name>
<name>
<surname>Eling</surname>
<given-names>T. E.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Cyclooxygenase Inhibitors Regulate the Expression of a TGF-&#x3b2; Superfamily Member that Has Proapoptotic and Antitumorigenic Activities</article-title>. <source>Mol. Pharmacol.</source> <volume>59</volume>, <fpage>901</fpage>&#x2013;<lpage>908</lpage>. <pub-id pub-id-type="doi">10.1124/mol.59.4.901</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Basisty</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kale</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jeon</surname>
<given-names>O. H.</given-names>
</name>
<name>
<surname>Kuehnemann</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Payne</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Rao</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>A Proteomic Atlas of Senescence-Associated Secretomes for Aging Biomarker Development</article-title>. <source>Plos Biol.</source> <volume>18</volume>, <fpage>e3000599</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pbio.3000599</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bootcov</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Bauskin</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Valenzuela</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Moore</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Bansal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>X. Y.</given-names>
</name>
<etal/>
</person-group> (<year>1997</year>). <article-title>MIC-1, a Novel Macrophage Inhibitory Cytokine, Is a Divergent Member of the TGF- Superfamily</article-title>. <source>Proc. Natl. Acad. Sci.</source> <volume>94</volume>, <fpage>11514</fpage>&#x2013;<lpage>11519</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.94.21.11514</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>B&#xf6;ttner</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Laaff</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Schechinger</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Rappold</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Unsicker</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Suter-Crazzolara</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Characterization of the Rat, Mouse, and Human Genes of Growth/differentiation Factor-15/macrophage Inhibiting Cytokine-1 (GDF-15/MIC-1)</article-title>. <source>Gene</source> <volume>237</volume>, <fpage>105</fpage>&#x2013;<lpage>111</lpage>. <pub-id pub-id-type="doi">10.1016/S0378-1119(99)00309-1</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buendgens</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yagmur</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Bruensing</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Herbers</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Baeck</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Trautwein</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Growth Differentiation Factor-15 Is a Predictor of Mortality in Critically Ill Patients with Sepsis</article-title>. <source>Dis. Markers</source> <volume>2017</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1155/2017/5271203</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bu&#x142;dak</surname>
<given-names>&#x141;.</given-names>
</name>
<name>
<surname>&#x141;abuzek</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Bu&#x142;dak</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Koz&#x142;owski</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>MacHnik</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Liber</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Metformin Affects Macrophages&#x27; Phenotype and Improves the Activity of Glutathione Peroxidase, Superoxide Dismutase, Catalase and Decreases Malondialdehyde Concentration in a Partially AMPK-independent Manner in LPS-Stimulated Human Monocytes/macrophages</article-title>. <source>Pharmacol. Rep.</source> <volume>66</volume>, <fpage>418</fpage>&#x2013;<lpage>429</lpage>. <pub-id pub-id-type="doi">10.1016/j.pharep.2013.11.008</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Campisi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Aging, Cellular Senescence, and Cancer</article-title>. <source>Annu. Rev. Physiol.</source> <volume>75</volume>, <fpage>685</fpage>&#x2013;<lpage>705</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-physiol-030212-183653</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Campisi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Andersen</surname>
<given-names>J.&#x20;K.</given-names>
</name>
<name>
<surname>Kapahi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Melov</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Cellular Senescence: A Link between Cancer and Age-Related Degenerative Disease?</article-title> <source>Semin. Cancer Biol.</source> <volume>21</volume>, <fpage>354</fpage>&#x2013;<lpage>359</lpage>. <pub-id pub-id-type="doi">10.1016/j.semcancer.2011.09.001</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>Y. J.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>Y. J.</given-names>
</name>
<name>
<surname>Tram</surname>
<given-names>V. T. N.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>K. C.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>C. L.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Alterations of Specific Lymphocytic Subsets with Aging and Age-Related Metabolic and Cardiovascular Diseases</article-title>. <source>Life</source> <volume>10</volume>, <fpage>246</fpage>. <pub-id pub-id-type="doi">10.3390/LIFE10100246</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Conte</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Martucci</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mosconi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Chiariello</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cappuccilli</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Totti</surname>
<given-names>V.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>GDF15 Plasma Level Is Inversely Associated with Level of Physical Activity and Correlates with Markers of Inflammation and Muscle Weakness</article-title>. <source>Front. Immunol.</source> <volume>11</volume>, <fpage>915</fpage>. <pub-id pub-id-type="doi">10.3389/FIMMU.2020.00915/BIBTEX</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cory</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Emmons</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Yarbro</surname>
<given-names>J.&#x20;R.</given-names>
</name>
<name>
<surname>Davis</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Pence</surname>
<given-names>B. D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Metformin Suppresses Monocyte Immunometabolic Activation by SARS-CoV-2 Spike Protein Subunit 1</article-title>. <source>Front. Immunol.</source> <volume>12</volume>, <fpage>733921</fpage>. <pub-id pub-id-type="doi">10.3389/FIMMU.2021.733921</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Day</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Ford</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Mohammadi-Shemirani</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Morrow</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Gutgesell</surname>
<given-names>R. M.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Metformin-induced Increases in GDF15 Are Important for Suppressing Appetite and Promoting Weight Loss</article-title>. <source>Nat. Metab.</source> <volume>1</volume> (<issue>1</issue>), <fpage>1202</fpage>&#x2013;<lpage>1208</lpage>. <pub-id pub-id-type="doi">10.1038/s42255-019-0146-4</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Doerstling</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hedberg</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>&#xd6;hrvik</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Leppert</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Henriksen</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Growth Differentiation Factor 15 in a Community-Based Sample: Age-dependent Reference Limits and Prognostic Impact</article-title>. <source>Upsala J.&#x20;Med. Sci.</source> <volume>123</volume>, <fpage>86</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1080/03009734.2018.1460427</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Egerman</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Cadena</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Gilbert</surname>
<given-names>J.&#x20;A.</given-names>
</name>
<name>
<surname>Meyer</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nelson</surname>
<given-names>H. N.</given-names>
</name>
<name>
<surname>Swalley</surname>
<given-names>S. E.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>GDF11 Increases with Age and Inhibits Skeletal Muscle Regeneration</article-title>. <source>Cel Metab.</source> <volume>22</volume>, <fpage>164</fpage>&#x2013;<lpage>174</lpage>. <pub-id pub-id-type="doi">10.1016/j.cmet.2015.05.010</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Emmerson</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Pickard</surname>
<given-names>R. T.</given-names>
</name>
<name>
<surname>Gonciarz</surname>
<given-names>M. D.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>The Metabolic Effects of GDF15 Are Mediated by the Orphan Receptor GFRAL</article-title>. <source>Nat. Med.</source> <volume>23</volume>, <fpage>1215</fpage>&#x2013;<lpage>1219</lpage>. <pub-id pub-id-type="doi">10.1038/nm.4393</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Esalatmanesh</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fayyazi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Esalatmanesh</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Khabbazi</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>The Association between Serum Levels of Growth Differentiation Factor&#x2010;15 and Rheumatoid Arthritis Activity</article-title>. <source>Int. J.&#x20;Clin. Pract.</source> <volume>74</volume>, <fpage>e13564</fpage>. <pub-id pub-id-type="doi">10.1111/IJCP.13564</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Franceschi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Campisi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Chronic Inflammation (Inflammaging) and its Potential Contribution to Age-Associated Diseases</article-title>. <source>J.&#x20;Gerontol. Ser. A: Biol. Sci. Med. Sci.</source> <volume>69</volume>, <fpage>S4</fpage>&#x2013;<lpage>S9</lpage>. <pub-id pub-id-type="doi">10.1093/gerona/glu057</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Freund</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Orjalo</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Desprez</surname>
<given-names>P.-Y.</given-names>
</name>
<name>
<surname>Campisi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Inflammatory Networks during Cellular Senescence: Causes and Consequences</article-title>. <source>Trends Mol. Med.</source> <volume>16</volume>, <fpage>238</fpage>&#x2013;<lpage>246</lpage>. <pub-id pub-id-type="doi">10.1016/j.molmed.2010.03.003</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fuchs</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Trollor</surname>
<given-names>J.&#x20;N.</given-names>
</name>
<name>
<surname>Crawford</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Brown</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Baune</surname>
<given-names>B. T.</given-names>
</name>
<name>
<surname>Samaras</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Macrophage Inhibitory Cytokine-1 Is Associated with Cognitive Impairment and Predicts Cognitive Decline - the Sydney Memory and Aging Study</article-title>. <source>Aging Cell</source> <volume>12</volume>, <fpage>882</fpage>&#x2013;<lpage>889</lpage>. <pub-id pub-id-type="doi">10.1111/acel.12116</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fulop</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Larbi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dupuis</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Le Page</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Frost</surname>
<given-names>E. H.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>A. A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Immunosenescence and Inflamm-Aging as Two Sides of the Same coin: Friends or Foes?</article-title> <source>Front. Immunol.</source> <volume>8</volume>, <fpage>1960</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2017.01960</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Furman</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Campisi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Verdin</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Carrera-Bastos</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Targ</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Franceschi</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Chronic Inflammation in the Etiology of Disease across the Life Span</article-title>. <source>Nat. Med.</source> <volume>25</volume>, <fpage>1822</fpage>&#x2013;<lpage>1832</lpage>. <pub-id pub-id-type="doi">10.1038/s41591-019-0675-0</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goronzy</surname>
<given-names>J.&#x20;J.</given-names>
</name>
<name>
<surname>Weyand</surname>
<given-names>C. M.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Understanding Immunosenescence to Improve Responses to Vaccines</article-title>. <source>Nat. Immunol.</source> <volume>14</volume>, <fpage>428</fpage>&#x2013;<lpage>436</lpage>. <pub-id pub-id-type="doi">10.1038/ni.2588</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hearps</surname>
<given-names>A. C.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Angelovich</surname>
<given-names>T. A.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>W.-J.</given-names>
</name>
<name>
<surname>Maisa</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Landay</surname>
<given-names>A. L.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Aging Is Associated with Chronic Innate Immune Activation and Dysregulation of Monocyte Phenotype and Function</article-title>. <source>Aging Cell</source> <volume>11</volume>, <fpage>867</fpage>&#x2013;<lpage>875</lpage>. <pub-id pub-id-type="doi">10.1111/j.1474-9726.2012.00851.x</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heduschke</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ackermann</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Wilhelm</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mey</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Bonaterra</surname>
<given-names>G. A.</given-names>
</name>
<name>
<surname>Kinscherf</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>GDF-15 Deficiency Reduces Autophagic Activity in Human Macrophages <italic>In Vitro</italic> and Decreases P62-Accumulation in Atherosclerotic Lesions in Mice</article-title>. <source>Cells</source> <volume>10</volume>, <fpage>2346</fpage>. <pub-id pub-id-type="doi">10.3390/CELLS10092346</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ho</surname>
<given-names>J.&#x20;E.</given-names>
</name>
<name>
<surname>Mahajan</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>M.-H.</given-names>
</name>
<name>
<surname>Larson</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>McCabe</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Ghorbani</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Clinical and Genetic Correlates of Growth Differentiation Factor 15 in the Community</article-title>. <source>Clin. Chem.</source> <volume>58</volume>, <fpage>1582</fpage>&#x2013;<lpage>1591</lpage>. <pub-id pub-id-type="doi">10.1373/clinchem.2012.190322</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hromas</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Hufford</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sutton</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>PLAB, a Novel Placental Bone Morphogenetic Protein</article-title>. <source>Biochim. Biophys. Acta (Bba) - Gene Struct. Expr.</source> <volume>1354</volume>, <fpage>40</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/S0167-4781(97)00122-X</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jamaiyar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wan</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Janota</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Enrick</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Chilian</surname>
<given-names>W. M.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The Versatility and Paradox of GDF 11</article-title>. <source>Pharmacol. Ther.</source> <volume>175</volume>, <fpage>28</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1016/j.pharmthera.2017.02.032</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jung</surname>
<given-names>S.-B.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Ryu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Yi</surname>
<given-names>H.-S.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>J.&#x20;Y.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Reduced Oxidative Capacity in Macrophages Results in Systemic Insulin Resistance</article-title>. <source>Nat. Commun.</source> <volume>9</volume>, <fpage>1551</fpage>. <pub-id pub-id-type="doi">10.1038/s41467-018-03998-z</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kapetanovic</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Bokil</surname>
<given-names>N. J.</given-names>
</name>
<name>
<surname>Sweet</surname>
<given-names>M. J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Innate Immune Perturbations, Accumulating DAMPs and Inflammasome Dysregulation: A Ticking Time Bomb in Ageing</article-title>. <source>Ageing Res. Rev.</source> <volume>24</volume>, <fpage>40</fpage>&#x2013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1016/j.arr.2015.02.005</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Katsimpardi</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Litterman</surname>
<given-names>N. K.</given-names>
</name>
<name>
<surname>Schein</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Loffredo</surname>
<given-names>F. S.</given-names>
</name>
<name>
<surname>Wojtkiewicz</surname>
<given-names>G. R.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Vascular and Neurogenic Rejuvenation of the Aging Mouse Brain by Young Systemic Factors</article-title>. <source>Science</source> <volume>344</volume>, <fpage>630</fpage>&#x2013;<lpage>634</lpage>. <pub-id pub-id-type="doi">10.1126/science.1251141</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kempf</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Zarbock</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Widera</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Butz</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Stadtmann</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rossaint</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>GDF-15 Is an Inhibitor of Leukocyte Integrin Activation Required for Survival after Myocardial Infarction in Mice</article-title>. <source>Nat. Med.</source> <volume>17</volume>, <fpage>581</fpage>&#x2013;<lpage>588</lpage>. <pub-id pub-id-type="doi">10.1038/nm.2354</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kwak</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Cha</surname>
<given-names>J.-Y.</given-names>
</name>
<name>
<surname>Jeong</surname>
<given-names>Y.-S.</given-names>
</name>
<name>
<surname>Rhee</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>K. R.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Metformin Suppresses Lipopolysaccharide (LPS)-induced Inflammatory Response in Murine Macrophages via Activating Transcription Factor-3 (ATF-3) Induction</article-title>. <source>J.&#x20;Biol. Chem.</source> <volume>289</volume>, <fpage>23246</fpage>&#x2013;<lpage>23255</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M114.577908</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>J.&#x20;M.</given-names>
</name>
<name>
<surname>Kosak</surname>
<given-names>J.&#x20;P.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J.&#x20;K.</given-names>
</name>
<name>
<surname>Kissling</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Germolec</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Zeldin</surname>
<given-names>D. C.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>NAG-1/GDF15 Transgenic Mouse Has Less White Adipose Tissue and a Reduced Inflammatory Response</article-title>. <source>Mediators Inflamm.</source> <volume>2013</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1155/2013/641851</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kleinertz</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hepner-Schefczyk</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ehnert</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Claus</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Halbgebauer</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Boller</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Circulating Growth/differentiation Factor 15 Is Associated with Human CD56bright Natural Killer Cell Dysfunction and Nosocomial Infection in Severe Systemic Inflammation</article-title>. <source>EBioMedicine</source> <volume>43</volume>, <fpage>380</fpage>&#x2013;<lpage>391</lpage>. <pub-id pub-id-type="doi">10.1016/j.ebiom.2019.04.018</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lawton</surname>
<given-names>L. N.</given-names>
</name>
<name>
<surname>Bonaldo</surname>
<given-names>M. D. F.</given-names>
</name>
<name>
<surname>Jelenc</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Qiu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Baumes</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Marcelino</surname>
<given-names>R. A.</given-names>
</name>
<etal/>
</person-group> (<year>1997</year>). <article-title>Identification of a Novel Member of the TGF-Beta Superfamily Highly Expressed in Human Placenta</article-title>. <source>Gene</source> <volume>203</volume>, <fpage>17</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1016/S0378-1119(97)00485-X</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>S. G.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Jung</surname>
<given-names>S.-B.</given-names>
</name>
<name>
<surname>Ryu</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Chung</surname>
<given-names>H. K.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Growth Differentiation Factor 15 Mediates Systemic Glucose Regulatory Action of T-Helper Type 2 Cytokines</article-title>. <source>Diabetes</source> <volume>66</volume>, <fpage>2774</fpage>&#x2013;<lpage>2788</lpage>. <pub-id pub-id-type="doi">10.2337/db17-0333</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Linton</surname>
<given-names>P.-J.</given-names>
</name>
<name>
<surname>Thoman</surname>
<given-names>M. L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Immunosenescence in Monocytes, Macrophages, and Dendritic Cells: Lessons Learned from the Lung and Heart</article-title>. <source>Immunol. Lett.</source> <volume>162</volume>, <fpage>290</fpage>&#x2013;<lpage>297</lpage>. <pub-id pub-id-type="doi">10.1016/j.imlet.2014.06.017</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lodi</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Xia</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Roles and Regulation of Growth Differentiation Factor-15 in the Immune and Tumor Microenvironment</article-title>. <source>Hum. Immunol.</source> <volume>82</volume>, <fpage>937</fpage>&#x2013;<lpage>944</lpage>. <pub-id pub-id-type="doi">10.1016/J.HUMIMM.2021.06.007</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loffredo</surname>
<given-names>F. S.</given-names>
</name>
<name>
<surname>Steinhauser</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Jay</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Gannon</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pancoast</surname>
<given-names>J.&#x20;R.</given-names>
</name>
<name>
<surname>Yalamanchi</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Growth Differentiation Factor 11 Is a Circulating Factor that Reverses Age-Related Cardiac Hypertrophy</article-title>. <source>Cell</source> <volume>153</volume>, <fpage>828</fpage>&#x2013;<lpage>839</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2013.04.015</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>L&#xf3;pez-Ot&#xed;n</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Blasco</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Partridge</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Serrano</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kroemer</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>The Hallmarks of Aging</article-title>. <source>Cell</source> <volume>153</volume>, <fpage>1194</fpage>&#x2013;<lpage>1217</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2013.05.039</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luan</surname>
<given-names>H. H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hilliard</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Carvalho</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Rosen</surname>
<given-names>C. E.</given-names>
</name>
<name>
<surname>Ahasic</surname>
<given-names>A. M.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>GDF15 Is an Inflammation-Induced Central Mediator of Tissue Tolerance</article-title>. <source>Cell</source> <volume>178</volume>, <fpage>1231</fpage>&#x2013;<lpage>1244</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2019.07.033</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montgomery</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Shaw</surname>
<given-names>A. C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Paradoxical Changes in Innate Immunity in Aging: Recent Progress and New Directions</article-title>. <source>J.&#x20;Leukoc. Biol.</source> <volume>98</volume>, <fpage>937</fpage>&#x2013;<lpage>943</lpage>. <pub-id pub-id-type="doi">10.1189/jlb.5mr0315-104r</pub-id> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moon</surname>
<given-names>J.&#x20;S.</given-names>
</name>
<name>
<surname>Goeminne</surname>
<given-names>L. J.&#x20;E.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J.&#x20;T.</given-names>
</name>
<name>
<surname>Tian</surname>
<given-names>J.&#x20;W.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Nga</surname>
<given-names>H. T.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Growth Differentiation Factor 15 Protects against the Aging&#x2010;mediated Systemic Inflammatory Response in Humans and Mice</article-title>. <source>Aging Cell</source> <volume>19</volume>, <fpage>e13195</fpage>. <pub-id pub-id-type="doi">10.1111/acel.13195</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mullican</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Lin-Schmidt</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Chin</surname>
<given-names>C.-N.</given-names>
</name>
<name>
<surname>Chavez</surname>
<given-names>J.&#x20;A.</given-names>
</name>
<name>
<surname>Furman</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<name>
<surname>Armstrong</surname>
<given-names>A. A.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>GFRAL Is the Receptor for GDF15 and the Ligand Promotes Weight Loss in Mice and Nonhuman Primates</article-title>. <source>Nat. Med.</source> <volume>23</volume>, <fpage>1150</fpage>&#x2013;<lpage>1157</lpage>. <pub-id pub-id-type="doi">10.1038/nm.4392</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niccoli</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Partridge</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Ageing as a Risk Factor for Disease</article-title>. <source>Curr. Biol.</source> <volume>22</volume>, <fpage>R741</fpage>&#x2013;<lpage>R752</lpage>. <pub-id pub-id-type="doi">10.1016/j.cub.2012.07.024</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Notz</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Schmalzing</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wedekink</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Schlesinger</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Gernert</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Herrmann</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Pro- and Anti-inflammatory Responses in Severe COVID-19-Induced Acute Respiratory Distress Syndrome-An Observational Pilot Study</article-title>. <source>Front. Immunol.</source> <volume>11</volume>, <fpage>581338</fpage>. <pub-id pub-id-type="doi">10.3389/FIMMU.2020.581338/FULL</pub-id> </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pence</surname>
<given-names>B. D.</given-names>
</name>
<name>
<surname>Yarbro</surname>
<given-names>J.&#x20;R.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Aging Impairs Mitochondrial Respiratory Capacity in Classical Monocytes</article-title>. <source>Exp. Gerontol.</source> <volume>108</volume>, <fpage>112</fpage>&#x2013;<lpage>117</lpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2018.04.008</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pence</surname>
<given-names>B. D.</given-names>
</name>
<name>
<surname>Yarbro</surname>
<given-names>J.&#x20;R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Classical Monocytes Maintain <italic>Ex Vivo</italic> Glycolytic Metabolism and Early but Not Later Inflammatory Responses in Older Adults</article-title>. <source>Immun. Ageing</source> <volume>16</volume>, <fpage>3</fpage>. <pub-id pub-id-type="doi">10.1186/s12979-019-0143-1</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pence</surname>
<given-names>B. D.</given-names>
</name>
<name>
<surname>Yarbro</surname>
<given-names>J.&#x20;R.</given-names>
</name>
<name>
<surname>Emmons</surname>
<given-names>R. S.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Growth Differentiation Factor&#x2010;15 Is Associated with Age&#x2010;related Monocyte Dysfunction</article-title>. <source>Aging Med.</source> <volume>4</volume>, <fpage>47</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1002/agm2.12128</pub-id> </citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poggioli</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Vujic</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>MacIas-Trevino</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Uygur</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Loffredo</surname>
<given-names>F. S.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Circulating Growth Differentiation Factor 11/8 Levels Decline with Age</article-title>. <source>Circ. Res.</source> <volume>118</volume>, <fpage>29</fpage>&#x2013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCRESAHA.115.307521</pub-id> </citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Preusch</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Baeuerle</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Albrecht</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Blessing</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Bischof</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Katus</surname>
<given-names>H. A.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>GDF-15 Protects from Macrophage Accumulation in a Mousemodel of Advanced Atherosclerosis</article-title>. <source>Eur. J.&#x20;Med. Res.</source> <volume>18</volume>, <fpage>19</fpage>. <pub-id pub-id-type="doi">10.1186/2047-783X-18-19</pub-id> </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qing</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Metformin Induces the M2 Macrophage Polarization to Accelerate the Wound Healing via Regulating AMPK/mTOR/NLRP3 Inflammasome Singling Pathway</article-title>. <source>Am. J.&#x20;Transl. Res.</source> <volume>11</volume>, <fpage>655</fpage>&#x2013;<lpage>668</lpage>. </citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ratnam</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Peterson</surname>
<given-names>J.&#x20;M.</given-names>
</name>
<name>
<surname>Talbert</surname>
<given-names>E. E.</given-names>
</name>
<name>
<surname>Ladner</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Rajasekera</surname>
<given-names>P. V.</given-names>
</name>
<name>
<surname>Schmidt</surname>
<given-names>C. R.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>NF-&#x3ba;B Regulates GDF-15 to Suppress Macrophage Surveillance during Early Tumor Development</article-title>. <source>J.&#x20;Clin. Invest.</source> <volume>127</volume>, <fpage>3796</fpage>&#x2013;<lpage>3809</lpage>. <pub-id pub-id-type="doi">10.1172/JCI91561</pub-id> </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Renshaw</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Rockwell</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Engleman</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gewirtz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Katz</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Sambhara</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Cutting Edge: Impaired Toll-like Receptor Expression and Function in Aging</article-title>. <source>J.&#x20;Immunol.</source> <volume>169</volume>, <fpage>4697</fpage>&#x2013;<lpage>4701</lpage>. <pub-id pub-id-type="doi">10.4049/jimmunol.169.9.4697</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rochette</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zeller</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Cottin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Vergely</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>GDF15: an Emerging Modulator of Immunity and a Strategy in COVID-19 in Association with Iron Metabolism</article-title>. <source>Trends Endocrinol. Metab.</source> <volume>32</volume>, <fpage>875</fpage>&#x2013;<lpage>889</lpage>. <pub-id pub-id-type="doi">10.1016/J.TEM.2021.08.011</pub-id> </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roth</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Junker</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tritschler</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Mittelbronn</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Dombrowski</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Breit</surname>
<given-names>S. N.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>GDF-15 Contributes to Proliferation and Immune Escape of Malignant Gliomas</article-title>. <source>Clin. Cancer Res.</source> <volume>16</volume>, <fpage>3851</fpage>&#x2013;<lpage>3859</lpage>. <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-10-0705</pub-id> </citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sayed</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Krejciova-Rajaniemi</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Grawe</surname>
<given-names>A. P.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>An Inflammatory Aging Clock (iAge) Based on Deep Learning Tracks Multimorbidity, Immunosenescence, Frailty and Cardiovascular Aging</article-title>. <source>Nat. Aging</source> <volume>1</volume> (<issue>1</issue>), <fpage>598</fpage>&#x2013;<lpage>615</lpage>. <pub-id pub-id-type="doi">10.1038/s43587-021-00082-y</pub-id> </citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Segerer</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Rieger</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Kapp</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Dombrowski</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>M&#xfc;ller</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Dietl</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>MIC-1 (A Multifunctional Modulator of Dendritic Cell Phenotype and Function) Is Produced by Decidual Stromal Cells and Trophoblasts</article-title>. <source>Hum. Reprod.</source> <volume>27</volume>, <fpage>200</fpage>&#x2013;<lpage>209</lpage>. <pub-id pub-id-type="doi">10.1093/humrep/der358</pub-id> </citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sinha</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Jang</surname>
<given-names>Y. C.</given-names>
</name>
<name>
<surname>Oh</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Khong</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>E. Y.</given-names>
</name>
<name>
<surname>Manohar</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Restoring Systemic GDF11 Levels Reverses Age-Related Dysfunction in Mouse Skeletal Muscle</article-title>. <source>Science</source> <volume>344</volume>, <fpage>649</fpage>&#x2013;<lpage>652</lpage>. <pub-id pub-id-type="doi">10.1126/science.1251152</pub-id> </citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smith</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Gross</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Starosta</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Mohsin</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>GDF11 Does Not Rescue Aging-Related Pathological Hypertrophy</article-title>. <source>Circ. Res.</source> <volume>117</volume>, <fpage>926</fpage>&#x2013;<lpage>932</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCRESAHA.115.307527</pub-id> </citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soberanes</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Misharin</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Jairaman</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Morales-Nebreda</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>McQuattie-Pimentel</surname>
<given-names>A. C.</given-names>
</name>
<name>
<surname>Cho</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Metformin Targets Mitochondrial Electron Transport to Reduce Air-Pollution-Induced Thrombosis</article-title>. <source>Cel Metab.</source> <volume>29</volume>, <fpage>335</fpage>&#x2013;<lpage>347.e5</lpage>. <pub-id pub-id-type="doi">10.1016/j.cmet.2018.09.019</pub-id> </citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Guan</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>PTGF-beta , a Type Beta Transforming Growth Factor (TGF-Beta ) Superfamily Member, Is a P53 Target Gene that Inhibits Tumor Cell Growth via TGF-Beta Signaling Pathway</article-title>. <source>Proc. Natl. Acad. Sci.</source> <volume>97</volume>, <fpage>109</fpage>&#x2013;<lpage>114</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.97.1.109</pub-id> </citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tanaka</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Basisty</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Fantoni</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Candia</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Moore</surname>
<given-names>A. Z.</given-names>
</name>
<name>
<surname>Biancotto</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Plasma Proteomic Biomarker Signature of Age Predicts Health and Life Span</article-title>. <source>Elife</source> <volume>9</volume>, <fpage>1</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.7554/ELIFE.61073</pub-id> </citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tanaka</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Biancotto</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Moaddel</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Moore</surname>
<given-names>A. Z.</given-names>
</name>
<name>
<surname>Gonzalez-Freire</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Aon</surname>
<given-names>M. A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Plasma Proteomic Signature of Age in Healthy Humans</article-title>. <source>Aging Cell</source> <volume>17</volume>, <fpage>e12799</fpage>. <pub-id pub-id-type="doi">10.1111/acel.12799</pub-id> </citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tavenier</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Rasmussen</surname>
<given-names>L. J.&#x20;H.</given-names>
</name>
<name>
<surname>Andersen</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Houlind</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Langkilde</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Andersen</surname>
<given-names>O.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Association of GDF15 with Inflammation and Physical Function during Aging and Recovery after Acute Hospitalization: A Longitudinal Study of Older Patients and Age-Matched Controls</article-title>. <source>J.&#x20;Gerontol. A. Biol. Sci. Med. Sci.</source> <volume>76</volume>, <fpage>964</fpage>&#x2013;<lpage>974</lpage>. <pub-id pub-id-type="doi">10.1093/GERONA/GLAB011</pub-id> </citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Unsicker</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Spittau</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Krieglstein</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>The Multiple Facets of the TGF-&#x3b2; Family Cytokine Growth/differentiation Factor-15/macrophage Inhibitory Cytokine-1</article-title>. <source>Cytokine Growth Factor. Rev.</source> <volume>24</volume>, <fpage>373</fpage>&#x2013;<lpage>384</lpage>. <pub-id pub-id-type="doi">10.1016/j.cytogfr.2013.05.003</pub-id> </citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Chrysovergis</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kosak</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Eling</surname>
<given-names>T. E.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Lower NLRP3 Inflammasome Activity in NAG-1 Transgenic Mice Is Linked to a Resistance to Obesity and Increased Insulin Sensitivity</article-title>. <source>Obesity</source> <volume>22</volume>, <fpage>1256</fpage>&#x2013;<lpage>1263</lpage>. <pub-id pub-id-type="doi">10.1002/oby.20638</pub-id> </citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wiklund</surname>
<given-names>F. E.</given-names>
</name>
<name>
<surname>Bennet</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Magnusson</surname>
<given-names>P. K. E.</given-names>
</name>
<name>
<surname>Eriksson</surname>
<given-names>U. K.</given-names>
</name>
<name>
<surname>Lindmark</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Macrophage Inhibitory Cytokine-1 (MIC-1/GDF15): A New Marker of All-Cause Mortality</article-title>. <source>Aging Cell</source> <volume>9</volume>, <fpage>1057</fpage>&#x2013;<lpage>1064</lpage>. <pub-id pub-id-type="doi">10.1111/j.1474-9726.2010.00629.x</pub-id> </citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wischhusen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Melero</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Fridman</surname>
<given-names>W. H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Growth/Differentiation Factor-15 (GDF-15): From Biomarker to Novel Targetable Immune Checkpoint</article-title>. <source>Front. Immunol.</source> <volume>11</volume>, <fpage>951</fpage>. <pub-id pub-id-type="doi">10.3389/FIMMU.2020.00951</pub-id> </citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wollert</surname>
<given-names>K. C.</given-names>
</name>
<name>
<surname>Kempf</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Wallentin</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Growth Differentiation Factor 15 as a Biomarker in Cardiovascular Disease</article-title>. <source>Clin. Chem.</source> <volume>63</volume>, <fpage>140</fpage>&#x2013;<lpage>151</lpage>. <pub-id pub-id-type="doi">10.1373/clinchem.2016.255174</pub-id> </citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wong</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Goldstein</surname>
<given-names>D. R.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Impact of Aging on Antigen Presentation Cell Function of Dendritic Cells</article-title>. <source>Curr. Opin. Immunol.</source> <volume>25</volume>, <fpage>535</fpage>&#x2013;<lpage>541</lpage>. <pub-id pub-id-type="doi">10.1016/J.COI.2013.05.016</pub-id> </citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Schaefer</surname>
<given-names>N. R.</given-names>
</name>
<name>
<surname>Harmacek</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>O&#x2019;Connor</surname>
<given-names>B. P.</given-names>
</name>
<name>
<surname>Eling</surname>
<given-names>T. E.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Overproduction of Growth Differentiation Factor 15 Promotes Human Rhinovirus Infection and Virus-Induced Inflammation in the Lung</article-title>. <source>Am. J.&#x20;Physiol Lung Cell Mol. Physiol.</source> <volume>314</volume>, <fpage>L514</fpage>&#x2013;<lpage>L527</lpage>. <pub-id pub-id-type="doi">10.1152/ajplung.00324.2017</pub-id> </citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xian</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Rundberg Nilsson</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gatchalian</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Crother</surname>
<given-names>T. R.</given-names>
</name>
<name>
<surname>Tourtellotte</surname>
<given-names>W. G.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Metformin Inhibition of Mitochondrial ATP and DNA Synthesis Abrogates NLRP3 Inflammasome Activation and Pulmonary Inflammation</article-title>. <source>Immunity</source> <volume>54</volume>, <fpage>1463</fpage>&#x2013;<lpage>1477.e11</lpage>. <pub-id pub-id-type="doi">10.1016/j.immuni.2021.05.004</pub-id> </citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yamaguchi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zampino</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tanaka</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Bandinelli</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Osawa</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ferrucci</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Elevated Plasma Growth and Differentiation Factor 15 Predicts Incident Anemia in Older Adults Aged 60&#x20;Years and Older</article-title>. <source>J.&#x20;Gerontol. Ser. A.</source> <volume>76</volume>, <fpage>1192</fpage>&#x2013;<lpage>1197</lpage>. <pub-id pub-id-type="doi">10.1093/GERONA/GLAA324</pub-id> </citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>C.-C.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Madsen</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Padkj&#xe6;r</surname>
<given-names>S. B.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>GFRAL Is the Receptor for GDF15 and Is Required for the Anti-obesity Effects of the Ligand</article-title>. <source>Nat. Med.</source> <volume>23</volume>, <fpage>1158</fpage>&#x2013;<lpage>1166</lpage>. <pub-id pub-id-type="doi">10.1038/nm.4394</pub-id> </citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yarbro</surname>
<given-names>J.&#x20;R.</given-names>
</name>
<name>
<surname>Emmons</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Pence</surname>
<given-names>B. D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Macrophage Immunometabolism and Inflammaging: Roles of Mitochondrial Dysfunction, Cellular Senescence, CD38, and NAD</article-title>. <source>Immunometabolism</source> <volume>2</volume>, <fpage>e200026</fpage>. <pub-id pub-id-type="doi">10.20900/immunometab20200026</pub-id> </citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yatsuga</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Fujita</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ishii</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fukumoto</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Arahata</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kakuma</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Growth Differentiation Factor 15 as a Useful Biomarker for Mitochondrial Disorders</article-title>. <source>Ann. Neurol.</source> <volume>78</volume>, <fpage>814</fpage>&#x2013;<lpage>823</lpage>. <pub-id pub-id-type="doi">10.1002/ana.24506</pub-id> </citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yokoyama-Kobayashi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Saeki</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sekine</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kato</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Human cDNA Encoding a Novel TGF- Superfamily Protein Highly Expressed in Placenta</article-title>. <source>J.&#x20;Biochem.</source> <volume>122</volume>, <fpage>622</fpage>&#x2013;<lpage>626</lpage>. <pub-id pub-id-type="doi">10.1093/oxfordjournals.jbchem.a021798</pub-id> </citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Pan</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Growth Differentiation Factor 15 May Protect the Myocardium from No-Reflow by Inhibiting the Inflammatory-like Response that Predominantly Involves Neutrophil Infiltration</article-title>. <source>Mol. Med. Rep.</source> <volume>13</volume>, <fpage>623</fpage>&#x2013;<lpage>632</lpage>. <pub-id pub-id-type="doi">10.3892/mmr.2015.4573</pub-id> </citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>McAlister</surname>
<given-names>V.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>GDF15 Regulates Malat-1 Circular RNA and Inactivates NF&#x3ba;B Signaling Leading to Immune Tolerogenic DCs for Preventing Alloimmune Rejection in Heart Transplantation</article-title>. <source>Front. Immunol.</source> <volume>9</volume>, <fpage>2407</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2018.02407</pub-id> </citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhong</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jia</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Negative Regulators of Inflammation Response to the Dynamic Expression of Cytokines in DF-1 and MDCK Cells Infected by Avian Influenza Viruses</article-title>. <source>Inflammation</source>. <pub-id pub-id-type="doi">10.1007/S10753-021-01568-Y</pub-id> </citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Borsa</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Simon</surname>
<given-names>A. K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Hallmarks and Detection Techniques of Cellular Senescence and Cellular Ageing in Immune Cells</article-title>. <source>Aging Cell</source> <volume>20</volume>, <fpage>e13316</fpage>. <pub-id pub-id-type="doi">10.1111/ACEL.13316</pub-id> </citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Growth Differentiation Factor-15 Suppresses Maturation and Function of Dendritic Cells and Inhibits Tumor-specific Immune Response</article-title>. <source>PLoS One</source> <volume>8</volume>, <fpage>e78618</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0078618</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>