<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="review-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2023.1217729</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Reversing and modulating cellular senescence in beta cells, a new field of opportunities to treat diabetes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Rubin de Celis</surname>
<given-names>Maria F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2304048"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bonner-Weir</surname>
<given-names>Susan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1154877"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Joslin Diabetes Center and Harvard Medical School</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Peter Thompson, University of Manitoba, Canada</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Mugdha V. Joglekar, Western Sydney University, Australia; Ioulia Chatzistamou, University of South Carolina, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Maria F. Rubin de Celis, <email xlink:href="mailto:maria.rubincelis@gmail.com">maria.rubincelis@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1217729</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Rubin de Celis and Bonner-Weir</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Rubin de Celis and Bonner-Weir</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Diabetes constitutes a world-wide pandemic that requires searching for new treatments to halt its progression. Cellular senescence of pancreatic beta cells has been described as a major contributor to development and worsening of diabetes. The concept of reversibility of cellular senescence is critical as is the timing to take actions against this &#x201c;dormant&#x201d; senescent state. The reversal of cellular senescence can be considered as rejuvenation of the specific cell if it returns to the original &#x201c;healthy state&#x201d; and doesn&#x2019;t behave aberrantly as seen in some cancer cells. In rodents, treatment with senolytics and senomorphics blunted or prevented disease progression, however their use carry drawbacks. Modulators of cellular senescence is a new area of research that seeks to reverse the senescence. More research in each of these modalities should lead to new treatments to stop diabetes development and progression.</p>
</abstract>
<kwd-group>
<kwd>pancreatic beta cells</kwd>
<kwd>diabetes</kwd>
<kwd>cellular senescence</kwd>
<kwd>reverse</kwd>
<kwd>senolytics</kwd>
<kwd>senomorphics and modulators of cellular senescence</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="136"/>
<page-count count="12"/>
<word-count count="6384"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Diabetes: Molecular Mechanisms</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The accumulation of senescent cells is one of the hallmarks of aging, which also include telomere shortening, mitochondrial dysfunction, genomic instability, cell exhaustion, inflammation, abnormal cell to cell communication, fibrosis and microbiome dysregulation (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). Cellular senescence is a state of the cell triggered by different intrinsic and extrinsic signals promoted by either stressful conditions or certain physiological conditions (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). It has been identified as one of the main triggers for several diseases, and it is being extensively studied.</p>
<p>The phenotype of a senescent cell has been considered as a static and permanent cellular state, in which a cell can no longer proliferate but remains metabolically active, secreting the cytokines, chemokines and other molecules that constitute the senescence-associated secretory phenotype (SASP). Characteristics of a senescent cell include flattened and enlarged shape, heterochromatin foci, lipofuscin granules, DNA scars, and dysfunction in protein processing and gene expression. In addition, senescent cells present increased lysosomal activity (<xref ref-type="bibr" rid="B8">8</xref>) and macromolecular damage (<xref ref-type="bibr" rid="B2">2</xref>) and are in cell cycle arrest. Even so, the constellation of these characteristics differs with cell type and with the initiating stimulus (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B9">9</xref>). But, this statement of &#x201c;irreversibility&#x201d; has been challenged, and the notion of reversible senescence is getting more support.</p>
<p>As it has been described, cellular senescence is a double-edge sword. Beneficial effects of treatments for cancers, such as therapy-induced senescence (TIS), come from drugs that target specific proteins of the cell cycle machinery to stop proliferation and halt tumor&#x2019;s growth and metastasis (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). However, the accumulation and permanence of senescent cells in tissues can promote tissue dysfunction and aging acceleration, leading to chronic diseases (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Recent evidence that cellular senescence constitutes a major trigger responsible for development and worsening of metabolic disorders, such as diabetes, are opening new avenues to find treatments specifically for these diseases. With the broad options for targeting senescent cells or possibly reversing this state, it is exciting time to find better treatments to halt the progression to diabetes.</p>
<p>In this review, we will focus on the recent findings that support the notion that a major contribution to development and worsening of diabetes is the accumulation of senescent cells in metabolically related tissues and specially in the pancreas (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>) and whether the possibility of reversing senescence on beta cells would blunt the disease progression. At the same time as revisiting the concept of irreversibility of cellular senescence, we will review the drugs used in metabolic tissues that have been developed to either remove senescent cells (senolytics) or attenuate the release of the SASP (senomorphics) as well as the potential of the so-called &#x201c;modulators of cellular senescence&#x201d; that may reduce the negative effects of senolytics and senomorphics.</p>
</sec>
<sec id="s2">
<title>Challenging the &#x201c;irreversible&#x201d; dogma of cellular senescence</title>
<p>Cellular senescence was described for the first time by Hayflick and Moorhead in 1961 (<xref ref-type="bibr" rid="B21">21</xref>), when they described and characterized the development of 25 strains of human cells from different fetal tissues, finding that normal cells can replicate only for a limited number of passages and then entered in an irreversible cell cycle arrest (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). This leads to the absence of Ki-67 protein, presence of senescence-associated &#x3b2;-galactosidase activity and expression of several tumor suppressors and cell cycle inhibitors. Senescent cells are &#x201c;arrested&#x201d; in proliferation, but they remain metabolically active, release the SASP factors (<xref ref-type="bibr" rid="B23">23</xref>) and are resistant to apoptosis (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>Cellular senescence is the response to cellular stress and is promoted by different stressors such as DNA damage, telomere dysfunction, oncogene activation and organelle stress. It has been shown that accumulation of senescent cells in tissues promotes organismal aging and dysfunction.</p>
<p>However, several studies have shown that cells can escape the senescent state in certain circumstances. Beausejour et&#xa0;al., 2003 showed that replicative senescence in human fibroblasts could be reversed. In the process of replicative senescence, cells experience a critical shortening of the telomeres, which are a specific DNA sequence plus their associated proteins key to stabilize the ends of the chromosomes (<xref ref-type="bibr" rid="B26">26</xref>). However, in this study, they demonstrated that ectopic expression of telomerase to restore telomeres could not protect cells from cellular senescence. In fact, there are other key players in the acquisition of the fully irreversible senescent state that have been identified, such as p53, pRB and their regulatory associated proteins (e.g., cyclin-dependent kinase inhibitor (CDKI) p21 and p16, respectively), constituting the p53/p21<sup>WAF1/CIP1</sup> and the p16<sup>INK4a</sup>/pRB pathways. Both axes of control of cellular senescence involve upstream and downstream regulators that could serve as targets for treatments to suppress senescent cell accumulation in tissues or for tumor treatments (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Increased p16 (the regulator of pRB) is key to acquiring an irreversible senescent state. They observed that low levels of p16 contributed to resumption of proliferation upon p53 inactivation and limited growth upon expression of oncogenic RAS. In contrast, cells with high levels of p16 failed to proliferate upon p53 inactivation or RAS expression, even though these cells were able to re-enter the cell cycle after pRb inactivation (<xref ref-type="bibr" rid="B26">26</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Upstream and downstream effectors of p53/p21<sup>WAF1/CIP1</sup> and pRB/p16<sup>INK4a</sup> involved in the regulation of cellular senescence. When cells are exposed to metabolic or chemical stress, the cells suffer changes including shortening of telomeres, mitochondrial dysfunction, genotoxic stress and oncogene activation. Upstream and downstream effectors of p53 and pRB regulate their activation and the resultant cascade leading to cellular senescence or, if possible, cell cycle re-entry. If p53 is high enough, cells undergo apoptosis; if lower p53 levels, the cell can become senescent with upregulation of some antiapoptotic pathways (shown here as Bcl-2) and will survive in cell cycle arrest. Another important effector is the TERT (encodes for the telomerase reverse transcriptase), that is repressed by p21 through the phosphorylated pRB-E2Fs complex CDK2 mediated.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1217729-g001.tif"/>
</fig>
<p>P53 expression if high enough results in apoptosis but at a lower level will lead to p21 induced senescence (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). However, more studies are needed to elucidate the exact mechanisms and interactions to complete the network. P21 is a downstream effector of p53 that activates the senescent program. Macip et&#xa0;al. found that decreasing levels of ROS, which induces p21, rescued cells from p21-induced senescence (<xref ref-type="bibr" rid="B30">30</xref>). Wang et&#xa0;al., 2011 focused into targeting survivin protein, a known substrate of Cdc2/Cdk1 kinase that promotes escape from the proliferative-arrest (<xref ref-type="bibr" rid="B31">31</xref>). In addition, recent exciting studies showed that silencing Ccna2 (antagonist of p21<sup>WAF1/CIP1</sup>), which is regulated by miR-29 and miR-124 miRNAs (p53 responsive miRNAs), triggered cellular senescence while its overexpression delayed it and improved cell viability (<xref ref-type="bibr" rid="B32">32</xref>). In fact, this mechanism of action was independent of the p53/p21<sup>WAF1/CIP1</sup> axis, as it was also found in p21<sup>WAF1/CIP1</sup> deficient cells (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>Another scenario in which the &#x201c;irreversible&#x201d; concept has been challenged is related to the senescence induced in tumor cells. Saleh et&#xa0;al. described cellular senescence in tumor cells as an avenue to evade the cytotoxic impact of cancer therapy, allowing cells to extend their survival in a &#x201c;dormant state&#x201d; but retaining their self-renewal capacity and contributing to disease recurrence (<xref ref-type="bibr" rid="B34">34</xref>). It has been shown that oncogene-induced senescence (OIS) constitutes a mechanism to restrain cancer progression, in part by causing telomere dysfunction. Patel et&#xa0;al. showed that cells arrested by OIS can escape senescence by derepression of hTERT (human telomerase reverse transcriptase gene) expression; they both retained functional DNA damage responses and displayed high oncogene expression levels (<xref ref-type="bibr" rid="B35">35</xref>). In some human cancer cells and mouse models, p21<sup>WAF1/CIP1</sup> found in the cytoplasm can exert oncogenic activities and inhibit proapoptotic proteins. This scenario is found in a p53 loss of function environment, promoting replication stress and triggering genomic instability to promote tumor aggressiveness. This agrees with findings of Milanovic et&#xa0;al. who found that the senescence-associated stemness in cancer cells is detrimental and confers high aggressive growth potential upon escape from cell cycle arrest (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Other examples related to &#x201c;escape/reverse cellular senescence&#x201d; are found in the reprograming of induced pluripotent stem cells (IPSCs). The use of Yamanaka factors (<xref ref-type="bibr" rid="B37">37</xref>) in combination with SV40 large T antigen (SV40LT) and/or hTERT are involved in senescence control (<xref ref-type="bibr" rid="B32">32</xref>). Once senescence is disabled, cells are more susceptible to either oncogenic transformation or reprograming (<xref ref-type="bibr" rid="B38">38</xref>). Indeed, Lapasset et&#xa0;al. demonstrated that a six-transcription factor combination generated IPSCs efficiently from senescent fibroblasts (<xref ref-type="bibr" rid="B39">39</xref>). Their combination could reset telomere size, gene expression profiles, oxidative stress and mitochondrial metabolism. Therefore, they could use senescent-derived IPSCs, redifferentiate them into fully rejuvenated cells, and erase cellular marks of aging. Studies demonstrated that during reprograming, some senescence-related pathways are affected. It was shown that, there is a positive correlation between senescence and reprogramming (<xref ref-type="bibr" rid="B40">40</xref>). <italic>In vitro</italic> and <italic>in vivo</italic>, increased expression of OCT4, SOX2, KLF4, and cMYC (OSKN) triggers reprogramming, but also leads to accumulated DNA damage resulting in some cells entering senescence. They demonstrated that tissues lacking p16<sup>INK4a</sup>/ARF do not undergo senescence but they also lack reprograming ability. By pharmacological manipulation of cellular senescence, using palbociclib (mimics p16<sup>INK4a</sup>) to increase senescence or navitoclax (proapoptotic drug) to reduce it, reprograming was increased or decreased respectively <italic>in vivo</italic>, showing the direct correlation between reprograming and cellular senescence. In fact, they identified one of the SASP factors, interleukin-6 (IL-6), as a key factor secreted by senescent cells promoting reprogramming. It was suggested that the same process occurs in conditions of injury or aging as well as in physiological conditions to promote tissue repair by inducing cell dedifferentiation. Other studies found SASP factors contribute to the expression of stem cells signature in mouse primary keratinocytes and <italic>in vivo</italic> in the liver, but that prolonged exposure to the SASP promoted cell cycle arrest (<xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>What is perhaps surprising is that there is variation in the senescence characteristics, the timing of its development, and its SASP factors depending on the inducer and the cell type studied (<xref ref-type="bibr" rid="B22">22</xref>). Such variation can be partially understood by considering senescence as a cascade of events through which the cell passes before entering permanent cell arrest. In the DeCecco study even-though the timing differed with the stress inducer, senescence was a process initiated with p21 activity (early stages), with a changing pattern of SASP factors and finally with increased p16 activation which maintained senescence. Perhaps at early stages of the cascade, senescence is reversible while at later stages, there is permanence.</p>
<p>In conclusion, it seems that under certain circumstances of senescence-cell states, cells can escape from induced cellular senescence before it becomes chronic and irreversible (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Furthermore, it was observed that cancer cells use senescence as a dormant state to resist therapies and later escape and resume proliferation, conferring a very aggressive proliferation phenotype. Thus, reprograming cells to create IPSCs can affect senescence-related gene networks with deleterious consequences or alternatively give the potential to &#x201c;rejuvenate&#x201d; tissues.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Reverse cellular senescent is possible, and timing is crucial. To reverse senescence triggered by metabolic stress or in cancer cells or cells triggered artificially through reprogramming (IPS cells) timing is crucial and success is dependent on low levels of p16 expression. In case of metabolic conditions inducing senescence, removal of the stressors followed by a recovery period can allow resumption of the cell cycle. In addition, lowered activation of the senescent effector pathways p53/p21<sup>WAF1/CIP1</sup> and p16<sup>INK4a</sup>/pRB by regulation of their upstream and downstream effectors and/or by miRNAs can allow their escape from the senescent state. On the other side, cancer cells enter in senescence as a defense mechanism to survive through treatments of the disease, but they can exit this state and, in some cases, acquire an aggressive tumor behavior through expression of oncogenic RAS, regulation of pRB and upon p53 inactivation. In addition, reprograming of cells (IPSCs) can affect senescent pathways. However, it is possible to reprogram senescent cells into rejuvenated cells, through a precise combination of transcription factors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1217729-g002.tif"/>
</fig>
</sec>
<sec id="s3">
<title>Cellular senescence in diabetes</title>
<p>Diabetes is a global pandemic that increases every year (<xref ref-type="bibr" rid="B42">42</xref>). Besides the different etiology of type 1 and type 2 diabetes, pancreatic beta cells have reduced or impaired insulin secretion in both and have reduced capability to compensate for the insulin demand to maintain normoglycemia. Although the underlying process causing insulin resistant is still not clarified, deficiencies or genetic polymorphisms of tyrosine phosphorylation of the insulin receptor, abnormalities of GLUT-4 receptor or dysregulations in the IRS proteins (<xref ref-type="bibr" rid="B43">43</xref>) have been suggested. Yet obesity, metabolic stress, endoplasmic reticulum stress, autoimmune attack (in case of Type 1 diabetes) and aging all can contribute.</p>
<p>In the last decade, several studies identified accumulation of senescent cells in important metabolic tissues and correlated their increase with development of the disease or its worsening (<xref ref-type="bibr" rid="B44">44</xref>). The number of &#x3b2;-galactosidase-positive adipocytes increases in diabetes. Furthermore, upregulation of p53 in adipocytes and macrophages promoted senescence and increased insulin resistance and inflammatory cytokines in mice (<xref ref-type="bibr" rid="B45">45</xref>). Most senescent cells have been found in white adipose tissues (WAT) (<xref ref-type="bibr" rid="B46">46</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>). Transplantation studies of WAT from progeria or obese mouse models caused insulin resistance in host/recipient mice, demonstrating that senescent cells from fat are responsible, in part, to the onset of diabetes (<xref ref-type="bibr" rid="B45">45</xref>). Accumulation of senescent cells in fat tissue promoted inhibition of adipogenesis. This was mediated by activin A secreted by senescent fat progenitors, and inhibition of activin A rescued the impaired adipogenesis (<xref ref-type="bibr" rid="B49">49</xref>).</p>
<p>The liver is another metabolic organ in which senescence was found to participate in the development of its pathologies or in worsening them. Primary hepatocytes from patients with cirrhosis had significantly shortened telomeres compared to non-cirrhotic human samples. Telomere shortening correlated with expression of the cellular senescence marker &#x3b2;-galactosidase and was restricted to hepatocytes and was not observed in other cells in the liver, such as lymphocytes or stellate cells in areas of fibrosis (<xref ref-type="bibr" rid="B17">17</xref>). Another group found senescent activated hepatic stellate cells may be responsible for modulating the wound healing process by switching from a fibrogenic phenotype to an inflammatory phenotype (<xref ref-type="bibr" rid="B50">50</xref>). In addition, in non-alcoholic fatty liver disease in aging and obese populations, hepatocytes accumulate markers of cellular senescence (<xref ref-type="bibr" rid="B15">15</xref>). In the latter study the selective removal of senescent cells in INK-ATTAC mice (inducible whole-body transgenic mouse model that allows specific deletion of p16<sup>Ink4a</sup> expressing cells after administration of a B/B homodimerizer that promotes activation of caspase 8 only in p16<sup>Ink4a</sup> positive cells) (<xref ref-type="bibr" rid="B51">51</xref>) reduced hepatic steatosis in aging, obese, and diabetic mice. Furthermore, specific induction of senescence in hepatocytes by inactivation of the DNA repair gene <italic>Xpg</italic> caused liver steatosis. Interestingly, they corroborated that dietary restriction contributes to a healthier state and protects against hepatocyte senescence. Their conclusion was that removal of senescent hepatocytes, either by genetic manipulation or by the use of senolytics, such as the combination of desatinib (drug commonly used to treat chronic myeloid leukemia that induces apoptosis in senescent cells by inhibiting SRC tyrosine kinase) +quercetin (a flavonoid with antioxidant and anti-inflammatory effects that induces apoptosis of senescent cells by inhibiting the anti-apoptotic Bcl-xL protein) (D+Q), significantly reduced liver fat accumulation. In addition, they demonstrated a correlation between hepatocyte senescence and the severity of NAFLD (nonalcoholic fatty liver disease). They concluded that hepatocyte senescence is a major driver of fat accumulation in liver, potentially by mitochondrial dysfunction and impaired lipid metabolism. Such findings in different hepatic diseases suggest potential new effective treatments focused on removal of senescent cells and restoration of the functional hepatocytes.</p>
<p>Interestingly, these authors also reported that obesity induced by high fat diet or leptin deficiency increased anxiety and impaired neurogenesis in mice and that clearance of senescent cells from areas of brain implicated in regulation of food-control reduced the anxiety and restored the impaired neurogenesis (<xref ref-type="bibr" rid="B44">44</xref>). They found that cells in different brain areas did not have the same susceptibility to become senescent; high-fat diet feeding did not promoted accumulation of senescent cells in cortex, cerebellum or hippocampus. In addition, it has been found that cellular senescence occurring in aging is related to changes in the microbiome that can directly affect cognitive decline observed in neurodegenerative diseases, such as Alzheimer&#x2019;s disease (<xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B56">56</xref>).</p>
<p>Another tissue that shows an impaired response to insulin signaling in scenarios of insulin resistance and diabetes is muscle (<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B58">58</xref>). It is important to take into account that, muscle is a heterogeneous tissue with different muscle fibers and cells (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>). Therefore, glucose metabolism might be different among them (<xref ref-type="bibr" rid="B59">59</xref>) and cellular senescence promoted by insulin-resistance or diabetes might not affect all muscle cell types to the same extent and such differences could be important in designing future treatments. It has been shown that diabetes impairs activation of satellite cells, the primary stem cells in adult skeletal muscle, resulting in both muscle atrophy (<xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>) and reduced oxidative capacity in skeletal muscle (<xref ref-type="bibr" rid="B63">63</xref>) that leads to muscle weakness and exhaustion (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B64">64</xref>). Activation of the senescent pathway p53/p21<sup>WAF1/CIP1</sup> promoted atrophy in muscle from older subjects (<xref ref-type="bibr" rid="B65">65</xref>). It is also known that in aging, muscle cells accumulate dysfunctional mitochondria (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>). Therefore, it is possible that cells in muscle undergo special type of senescence, which directly correlates to the impairment in mitochondrial function. MiDAS (Mitochondrial dysfunction-associated senescence), a special type of senescence which is a consequence of dysfunctional mitochondria, differs from other types. It is characterized by a decreased NAD<sup>+</sup>/NADH ratio mediated by AMPK, which promotes activation of p53 and subsequent NF-kB inhibition and results in lack of expression of IL-1 dependent factors in their SASP (<xref ref-type="bibr" rid="B18">18</xref>). In the same study they identified sirtuins (SIRTs) as key factors in MiDAS. As previously suggested, for future treatments for sarcopenia and aging skeletal muscle, the crosstalk between the different cell types in the muscle needs to be taken into account. In addition, attention should be taken to the senescence on muscle stem cells and the induction of potential reprograming.</p>
<p>Additionally, the contribution of senescent pancreatic beta cells to development of both Type 1 and 2 diabetes and the subsequent improvement of glucose homeostasis with the removal of those senescent cells was reported in 2019 (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Together these discoveries across various metabolic tissues suggest that new potential treatments of preventing, reversing or removing senescent cells will have metabolic benefit.</p>
</sec>
<sec id="s4">
<title>Main contributor to development and worsening of diabetes: senescent pancreatic beta cells</title>
<p>Aging plays an important role in the appearance and accumulation of senescent pancreatic beta cells. Besides the natural/chronological aging of the organism, different pathological conditions can accelerate the appearance of dysfunctional and senescent pancreatic beta cells, promoting an early aging of the organ.</p>
<p>In 2017, Aguayo-Mazzucato et&#xa0;al. identified markers of aging beta cells and showed heterogeneity in how the beta cell population aged (<xref ref-type="bibr" rid="B68">68</xref>). Using the senescence marker of increased &#x3b2;-galactosidase activity, even young mice had a significant population of senescent beta cells and this population increased with age. The correlation of increased senescent beta cells and diabetes was then shown in Type 1 diabetes by Thompson et&#xa0;al. (<xref ref-type="bibr" rid="B16">16</xref>), and for Type 2 diabetes by Aguayo-Mazzucato et&#xa0;al. (<xref ref-type="bibr" rid="B14">14</xref>). In non-obese diabetic (NOD) mouse model, a population of senescent pancreatic beta cells that secreted SASP factors contributing to propagation of the immune-mediated destruction process was identified. Interestingly, senescent beta cells accumulated prior to onset of Type 1 diabetes, seen as increased of CDKN1A, IL-6 and SERPINE-1 in autoantibody-positive donors as compared to non-diabetic control donors (<xref ref-type="bibr" rid="B16">16</xref>). Since they found upregulated expression of antiapoptotic gene Bcl-2 in these senescent pancreatic beta cells (as previously described to occur in senescent cells (<xref ref-type="bibr" rid="B69">69</xref>), they used senolytic small molecules against Bcl2 to target the senescent cells and clear the islets of those dysfunctional cells; in doing so they prevented the onset of diabetes. About the same time, Aguayo-Mazzucato et&#xa0;al. (<xref ref-type="bibr" rid="B14">14</xref>), generated a &#x201c;signature&#x201d; to identify senescent beta cells and showed that senescent beta cells had decreased expression of identity genes and expressed many of the &#x201c;disallowed&#x201d; genes normally not expressed in functional beta cells, a phenotype that contributed to worsening of the metabolic profile. Importantly they showed acute (with the insulin receptor antagonist S961) or chronic (high fat diet) insulin resistance accelerated the accumulation of senescent beta cells. They saw improved glucose homeostasis when they deleted the senescent beta cells in INK-ATTAC mice whether aged, fed with high-fat diet, or treated with S961. Similarly, oral treatment with the senolytic ABT263 (also known as Navitoclax, induces apoptosis in senescent cells by targeting BCL2/BCL-xL/BCL-W) improved the glucose metabolism and provided partial restoration of the beta cell identity. Importantly they show that senescent beta cells increased in human islets with age, BMI and with Type 2 diabetes.</p>
<p>In a follow-up study (<xref ref-type="bibr" rid="B19">19</xref>) they defined a specific beta cell SASP signature based on proteomic analysis from conditioned media from senescent mouse and human primary islets as well as murine beta cell line MIN6 cells. They found differing secretomes using primary &#x3b2;-gal positive beta cells senescent from <italic>in vivo</italic> environment and age and MIN6 cells treated with bleomycin (inducer of DNA damage). SASP in MIN6 cells correlated with <italic>Cdkn1a</italic> expression, corresponding to early senescence. To test if the senescence seen in the beta cells in response to acute insulin resistance were also early stage and reversible, they compared single cell RNA seq data from murine islets after two weeks of treatment with insulin receptor antagonist S961 to accelerate beta cell senescence, islets from mice that then had two weeks of recovery (normal glycemia and plasma insulin levels) and control (saline treated) mice. While analysis of the beta cells showed most of the S961-treated beta cells had changed gene expression with loss of identity genes, those from the recovery animals had mostly returned to control expression levels. The gene expression significantly correlated with <italic>Cdkn1a</italic> expression (p21), therefore suggesting that early senescence could be reversed when the inducer of cellular senescence was removed. One might speculate that in humans, reversal of the earlier stages of senescence may be the basis of the remission from type 2 diabetes seen with intensive treatment with insulin or gastric bypass (<xref ref-type="bibr" rid="B70">70</xref>&#x2013;<xref ref-type="bibr" rid="B76">76</xref>).</p>
<p>The insulin pathway is being studied as a potential target to prevent cellular senescence in metabolic tissues. Human hepatocytes exposed to prolonged hyperinsulinemia increased levels of p53 and p21 and promoted cellular senescence (<xref ref-type="bibr" rid="B76">76</xref>). Besides the treatment with common senolytics, such as desatinib and quercetin, reducing the levels of insulin receptors blunted cellular senescence as well, as shown using the liver-specific insulin receptor knockout mouse model (LIRKO) (<xref ref-type="bibr" rid="B77">77</xref>). In addition, IGF1 (insulin-like growth factor binding protein 1), can cross-activate with insulin receptor, and similar to insulin, promoted increase in p53 and senescent phenotype (<xref ref-type="bibr" rid="B76">76</xref>). In fact, it was previously shown in human dermal fibroblast and endothelial cells that IGF5 can induce cellular senescence through a p53-dependent mechanism. IGFBP5 has been suggested as a potential target for vascular diseases since atherosclerotic arteries showed strong staining for IGFBP5 (<xref ref-type="bibr" rid="B75">75</xref>). Another study (<xref ref-type="bibr" rid="B74">74</xref>) showed a dual effect of IGF-1 in human primary fibroblast (IMR90 cells) and mouse embryonic fibroblast (MEFs): acute exposure promoted cell proliferation but prolonged exposure induced premature senescence by modulation of activation of p53 through SIRT-1. In pancreatic &#x3b2; cells, IGF1R signaling was reported as key to aging-induced &#x3b2;-cell dysfuntion (<xref ref-type="bibr" rid="B68">68</xref>). Decreased IGF1R contributed to attenuated senescence in pancreatic beta cells and improved their function (<xref ref-type="bibr" rid="B78">78</xref>).</p>
<p>Therefore, in pancreatic beta cells as in other metabolic tissues that coordinate the systemic response to metabolic stress, the modulation or elimination of senescent cells can blunt progression of diabetes and ameliorate the symptoms. Moreover, their SASP profile may provide information of the senescent stage of the cells in order to tailor treatments to the early- or late- senescence.</p>
</sec>
<sec id="s5">
<title>Senolytics and senomorphics to erase senescent pancreatic beta cells</title>
<p>Cellular senescence has been named &#x201c;a major contributor&#x201d; to the onset of diabetes, so learning how to selectively target the senescent cells is a very active research area. Yet cellular senescence has many aspects. It can be beneficial, constituting a tightly regulated physiological process for development and tissue repair. The recognition of SASP factors by the immune system works and the cells are targeted and removed (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B80">80</xref>). However, with age the immune clearance may become impaired so senescent cells can accumulate with detrimental consequences (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B81">81</xref>&#x2013;<xref ref-type="bibr" rid="B84">84</xref>). Based on that, research for modulators of cellular senescence have taken two paths: 1) a search for molecules that promote the senescent state of the cells for treatment of cancer, 2) to find compounds that suppress the senescent state or remove the senescent cells to rejuvenate the remaining tissue. Of the latter there are two types, senolytic and senomorphic (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Treatments to alter cellular senescence include senolytics, senomorphics and modulators of cellular senescence (MCS) with pancreatic islets as an example. Senolytics target the increased anti-apoptotic pathways so that the cells can be cleared. The disadvantage of senolytics is the cell population in the specific tissue is reduced, which increases the problem of reduced beta cell mass in the diabetic pancreas. Senomorphics modulate or reduce the expression of SASP without induction of apoptosis. Their use has the disadvantage that the senescent cell remains in the tissue and so treatment may need to be continuous. Senomorphics usually target sirtuins, mTOR factors, NRP2 or NF-kb pathway. Senolytics and senomorphics lack tissue specificity but new therapies using nanoparticles for targeting specific cells are being tested. Modulators of cellular senescence (MCS) offer the advantage to preserving the beta cell mass by reversing the senescent state and rejuvenating the tissue. Modulators of cellular senescence include factors intrinsic to the cells (eg E2Fs, Bcl-xl, Mdm2, miRNAs, splicing factors) and factors found in the diet (eg probiotics, bioactive factors and even perhaps specific members of the gut microbiota. Omega-3 fatty acids and PUFAs have positive effects on cellular senescence with recent report of PAHSAs preventing and rejuvenating beta cells.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1217729-g003.tif"/>
</fig>
<p>Senescent cells have elevated antiapoptotic pathways that allow them to survive. Senolytic drugs are selected for their targeting of these antiapoptotic pathways and so selectively deleting the senescent cells. Many have orally administration and approval by the US Food and Drug administration (FDA). The effectiveness of senolytics, as well as senomorphics, has been studied <italic>in vitro</italic> with murine and human cells and <italic>in vivo</italic> in experimental animals.</p>
<p>In the setting of type 2 Diabetes, quercetin alone or in combination with dasatinib + quercetin (D+Q) has been used to target the HIF1&#x3b1; pathway, which is significantly upregulated in &#x3b2;-galactosidase positive beta cells, and ABT263 for targeting the Bcl2 pathway. Combination of D+Q effectively removed &#x3b2;&#x2212;Gal positive beta cells from mice treated with S961 and improved blood glucose levels. Treatment with ABT263 improved glucose metabolism, beta cell identity gene expression and selectively reduced p16<sup>Ink4a</sup> in islets from treated animals (<xref ref-type="bibr" rid="B14">14</xref>). In type 1 diabetes, BH3 mimetics (compounds that mimic the binding of the BH3 to the prosurvival factors in the BCL2 antiapoptotic pathway, such as ABT-199 (also known as venetoclax, targets only BCL2) were effective in NOD mice. Interestingly, in humans, senescent beta cells accumulated prior to onset of Type 1 diabetes as seen by the increased expression of CDKN1A (p21), IL-6 and SERPINE-1 in pancreas from autoantibody-positive donors as compared to non-diabetic control donors (<xref ref-type="bibr" rid="B16">16</xref>). Thus, senolytic treatment at early stages may be able to halt or delay the onset of type 1 diabetes in humans as well.</p>
<p>While there may be benefits by deletion of the senescent cells, senolytics would reduce the mass of beta cells which is already reduced in early Type 1 or Type 2 diabetes (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). In contrast to senolytics, senomorphics target SASP-related pathways (Sirtuins, mTOR and transcription factors such as NRF2 and NF-kB) and block SASP secretion but do not kill the cells. The senomorphic effects of metformin, a common treatment for type 2 diabetes, have been studied in adipose tissue and bone marrow mesenchymal stem cells (<xref ref-type="bibr" rid="B85">85</xref>&#x2013;<xref ref-type="bibr" rid="B87">87</xref>). Metformin lowers glucose levels by inhibiting hepatic gluconeogenesis, so its effect on senescence may result solely from its effective lowering of blood glucose levels that prevents DNA damage and inflammation that are key triggers of cellular senescence.</p>
<p>Additionally, investigators are searching for other treatments against cellular senescence. One approach is to target senescent cells using a sophisticated method of galacto-oligosaccharide-coated nanoparticles, based in the increased lysosomal mass and &#x3b2;-galactosidase activity of senescent cells (<xref ref-type="bibr" rid="B88">88</xref>). Another approach leverages the high lysosomal activity of the senescent cells by administrating ATPase inhibitors that promote the rupture of lysosomal vesicles, deregulating the glutamine metabolism and prompting apoptosis (<xref ref-type="bibr" rid="B89">89</xref>).</p>
</sec>
<sec id="s6">
<title>Modulators of cellular senescence: promising treatment for senescent cells</title>
<p>Another approach is searching for molecules that can modulate cellular senescence existence in tissues. Modulators of cellular senescence (MCS) can act at different levels. Some MCS target pathways that evade cell cycle arrest, such as the inhibitor of mTOR pathway rapamycin, shown to reverse cellular senescence in embryonic fibroblasts (<xref ref-type="bibr" rid="B90">90</xref>). Rapamycin stabilizes Nrf2 to delay cell cycle arrest, and this effect seems to be independent on mTOR activation (<xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>). Rapamycin can also act as a senomorphic by suppressing SASP through its inhibition of mTOR. Even so rapamycin is also a key regulator of cellular senescence and lifespan through mTOR and its control of nutrient sensing (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B93">93</xref>&#x2013;<xref ref-type="bibr" rid="B96">96</xref>).</p>
<p>Transcription factors can also act as MCS. E2F1 plays an essential role in regulation of the cell cycle progression and is a main target for the tumor suppressor pRB. In human cancer cells the knockdown of E2F1 transcription factor induced replicative senescence and stable cell cycle arrest whereas its overexpression made the cells resistant to induced senescence (<xref ref-type="bibr" rid="B97">97</xref>). The down-regulation of E2F1 found in oncogenic senescence seemed independent of the integrity of pRb and p53.</p>
<p>The anti-apoptotic protein Bcl-xl that serves as target for senolytic drugs (e.g., ABT737 or ABT263) is also considered a modulator of senescence. During earlier stages of senescence induction, Bcl-xl helps mitochondria cope with the high metabolic demand to secrete the SASP needed to recruit the immune system for clearance of the senescent cells. However, as senescence become more established, senescent cells acquire a dysfunctional mitochondrial phenotype; Bcl-xl expression prevents the accumulation of these impaired mitochondria and their detrimental effect on tissue homeostasis. In addition, Bcl-xl contributes to preserve immunosurvillance of senescent cells (<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B99">99</xref>).</p>
<p>Another class of modulators of cellular senescence are micro-RNAs. Analysis of microarrays of miRNA and mRNA from kidneys of aged (20-months old) mice compared to young (2-month-old) revealed the upregulation of several p53-responsive miRNAs, including miR124, miR34a/b/c and miR-29a/b/c (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B100">100</xref>&#x2013;<xref ref-type="bibr" rid="B102">102</xref>). Overexpression of miR124, miR34a and miR29a in murine embryonic fibroblasts (MEFs) increased &#x3b2;-galactosidase positive staining and increased p16 expression, confirming their role in promoting cellular senescence. Cyclin A2 (Ccna2), a common target for several p53-responsive miRNAs (miR124 and miR129), acts as an antagonist of p21 in cell cycle regulation, and its silencing contributes to triggering cellular senescence. In contrast, overexpression of Ccna2 delayed cellular senescence and reversed the senescence induced by miR124 and miR129. The p53/miRNAs/Ccna2 pathway seems to act as a modulator of cellular senescence independent of p53/p21 pathway, since p53-responsive miRNAs are elevated in senescence in p21-deficient cells. In addition, it has been studied that miRNAs, exert their role of modulators of cellular senescence by having effects in other key regulators of cellular senescence as p21<sup>WAF1/CIP1</sup> (<xref ref-type="bibr" rid="B103">103</xref>) or p16<sup>INK4a</sup> (<xref ref-type="bibr" rid="B104">104</xref>&#x2013;<xref ref-type="bibr" rid="B106">106</xref>), which confers modulation at different levels of the senescent pathways.</p>
<p>With aging there are changes in genes that control alternative splicing that acts as a major regulator of gene expression and provides genomic plasticity (<xref ref-type="bibr" rid="B107">107</xref>, <xref ref-type="bibr" rid="B108">108</xref>). Modulation of splicing factor levels can reverse cellular senescence in human primary fibroblasts (<xref ref-type="bibr" rid="B109">109</xref>). Resveratrol is reported to extend lifespan in several organism through activation of SIRT1, an NAD-dependent protein deacetylase (<xref ref-type="bibr" rid="B110">110</xref>). Treatment of human fibroblasts with analogues of resveratrol promoted shifts in expression patterns of multiple splicing factors characteristic of early passage cells and reduced biomarkers of cellular senescence. Elevated splicing factor expression is associated with telomere elongation, and in growth permissive conditions, previously senescent population can proliferate, measured by increase in ki67 staining, which indicates re-entry in the cell cycle (<xref ref-type="bibr" rid="B109">109</xref>). Thus, splicing factors constitute potential targets to modulate cellular senescence.</p>
<p>The search of modulators of cellular senescence within the diet is getting more attention. It has been shown that differences in dietary exposures provided different levels of protection against pathogen infections and development of diseases (<xref ref-type="bibr" rid="B111">111</xref>&#x2013;<xref ref-type="bibr" rid="B113">113</xref>). In this regard, dietary bioactive factors have been found to be important to modulate the senescence of immune cells (immunosenescence), which indirectly affects to cellular senescence in other tissues/cells. This area comprises the study of phytochemicals with cytoprotective effects and immunomodulator potential (plant-based metabolites such as polyphenols, alkaloids, carotenoids, etc.) (<xref ref-type="bibr" rid="B114">114</xref>). Consumption of green tea, melatonin or carotenoids showed effects in against immunosenescence, and in some cases reversed the SASP-induced increase of beta-galactosidase and expression of cell cycle inhibitory genes in mouse macrophages (<xref ref-type="bibr" rid="B115">115</xref>). In addition, consumption of certain vitamins and minerals had positive effects in reinforcing immune cell population (<xref ref-type="bibr" rid="B116">116</xref>, <xref ref-type="bibr" rid="B117">117</xref>).</p>
<p>The study of probiotics as another source of cellular senescence modulators is a growing area of research. It has been demonstrated that the gut microbiota modifies and regulates the immune response. Known &#x201c;good bacteria&#x201d;, such as <italic>Lactobacillus case</italic>i or <italic>plantarum</italic>, have the potential to modulate oxidative stress, innate immunity, immunosenescence and even increase lifespan of <italic>Caenorhabditis elegans</italic> (<xref ref-type="bibr" rid="B115">115</xref>, <xref ref-type="bibr" rid="B118">118</xref>). Other strains of bacteria such as enterococcus in combination with some types of lactobacilli had positive effects in the expression of tight junction proteins of the intestine maintaining its barrier function (<xref ref-type="bibr" rid="B119">119</xref>).</p>
<p>The effects of bioactive factors and probiotics constitute an interesting field to study modulation of cellular senescence at the systemic level (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B120">120</xref>, <xref ref-type="bibr" rid="B121">121</xref>) and, in particular, to the development of diabetes. The presence and abundance of certain types of bacteria in the gut microbiome has been positively or negatively correlated to Type 2 diabetes (<xref ref-type="bibr" rid="B122">122</xref>). In the same context, gut microbiota has a key role in early beta cell development and proliferation (<xref ref-type="bibr" rid="B123">123</xref>). As well, several studies provided evidence of regulation of insulin sensitivity by the gut microbiome (<xref ref-type="bibr" rid="B124">124</xref>&#x2013;<xref ref-type="bibr" rid="B126">126</xref>). Furthermore, fecal transplantation has been reported to affect beta cell function in the recipient (<xref ref-type="bibr" rid="B127">127</xref>&#x2013;<xref ref-type="bibr" rid="B130">130</xref>). Thus, targeting the gut microbiota is a growing area to search for treatments to prevent activation of the senescence program in pancreatic beta cells.</p>
<p>Another field for further search for modulators of cellular senescence is related to fatty acids, particularly the polyunsaturated fatty acids (PUFAs). Murine studies administering PUFAs, showed attenuation of several markers of age-related immunosenescence (described as the lower precision and activity of the adaptative immune system), inflammaging (indicating an increased pro-inflammatory activity of the innate immune system) and Th1/Th2 cytokine imbalance (<xref ref-type="bibr" rid="B131">131</xref>, <xref ref-type="bibr" rid="B132">132</xref>). PUFAs are present in different foods, and many are FDA approved. Several clinical trials showed the benefits of oral administration of these compounds with regard to cellular senescence. Administration of n-3 PUFAs, such as eicosapentaenoic acid (EPA) and docohexaenoid acid (DHA), was associated with increased telomere length in blood leucocytes and resulted in increased proliferative response and attenuation of several markers of immunosenescence (<xref ref-type="bibr" rid="B133">133</xref>). Interestingly, in a population from China, individuals having higher n6:n3 PUFA ratio in plasma and lower EPA and DHA (n3 PUFAs) correlated with shorter leucocyte telomere length and increased coronary artery disease (<xref ref-type="bibr" rid="B134">134</xref>). Additionally, supplementation with EPA and DHA improved cognitive impairment in an elderly population (<xref ref-type="bibr" rid="B135">135</xref>). However, none of these clinical trial studies reported effects of PUFAs on pancreatic beta cells.</p>
<p>Our own studies recently reported Palmitic acid hydroxy stearic acids (PAHSAs) as novel endogenous modulators of cellular senescence, with the potential to prevent and reverse cellular senescence in metabolically stressed, pancreatic beta cells (<xref ref-type="bibr" rid="B20">20</xref>). PAHSAs constitute a subfamily from the signaling lipids called Fatty Acid esters of Hydroxy Fatty Acids (FAHFAs), with anti-inflammatory and anti-diabetic effects (<xref ref-type="bibr" rid="B136">136</xref>). Using prediabetic NOD mice chronically treated with PAHSAs by oral gavage and <italic>in vitro</italic> models for metabolic stress in MIN6 cells and in human islets, we showed that PAHSAs directly prevented, as well as reversed, expression of genes and proteins related to cellular senescence in pancreatic beta cells. The mechanism by which PAHSAs exert their effects on beta cells is by acting on p53&#x2019;s negative regulator Mdm2 and other factors that control the p53/p21 pathway, as well as in the above mentioned E2F1 factors. PAHSAs exerted a modulatory effect preventing activation of p53 and the cascade of downstream effectors that induce senescence. PAHSAs treatment in NOD mice resulted in significantly decreased senescent proteins (p21, p16, Hmgb1 or &#x3b3;H2Ax) in beta cells as well as in alpha cells. In addition, a novel feature of treatment with these lipids was the enhanced expression of DNA-repair and protective (glutathione metabolism) genes, which in cellular senescence are down-regulated. Therefore, we believe that these lipids (PAHSAs) constitute a great target to generate potential therapies against cellular senescence in pancreatic beta cells.</p>
<p>Therefore, in the context of the detrimental effects of cellular senescence observed in pancreatic beta cells, the use of such modulators of cellular senescence, with the potential to reverse senescence markers and restore the dysfunctional beta cells would preserve the functional beta cell mass in contrast to senolytics.</p>
</sec>
<sec id="s7" sec-type="conclusions">
<title>Conclusions and future perspectives</title>
<p>Since cellular senescence has been shown as the target to ameliorate or halt the progression of diabetes, efforts have focused on the effectiveness of senolytics and senomorphics. However, the co-lateral damages of senolytics push the need of finding new therapies that erase cellular senescence from pancreatic beta cells as well as the other involved metabolic tissues. More research on possible therapies that &#x201c;rejuvenate&#x201d; or &#x201c;reverse&#x201d; is needed, including compounds that target genes and proteins identified to be involved in development of cellular senescence.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>MFRC and SB-W generated the ideas and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by grants NIDDK P30 DK036836 and the Diabetes Research and Wellness Foundation (SB-W).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lopez-Otin</surname> <given-names>C</given-names>
</name>
<name>
<surname>Blasco</surname> <given-names>MA</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>. <article-title>The hallmarks of aging</article-title>. <source>Cell</source> (<year>2013</year>) <volume>153</volume>(<issue>6</issue>):<page-range>1194&#x2013;217</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2013.05.039</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gorgoulis</surname> <given-names>V</given-names>
</name>
<name>
<surname>Adams</surname> <given-names>PD</given-names>
</name>
<name>
<surname>Alimonti</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bennett</surname> <given-names>DC</given-names>
</name>
<name>
<surname>Bischof</surname> <given-names>O</given-names>
</name>
<name>
<surname>Bishop</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Cellular senescence: defining a path forward</article-title>. <source>Cell</source> (<year>2019</year>) <volume>179</volume>(<issue>4</issue>):<page-range>813&#x2013;27</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2019.10.005</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Molinero</surname> <given-names>N</given-names>
</name>
<name>
<surname>Anton-Fernandez</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hernandez</surname> <given-names>F</given-names>
</name>
<name>
<surname>Avila</surname> <given-names>J</given-names>
</name>
<name>
<surname>Bartolome</surname> <given-names>B</given-names>
</name>
<name>
<surname>Moreno-Arribas</surname> <given-names>MV</given-names>
</name>
</person-group>. <article-title>Gut microbiota, an additional hallmark of human aging and neurodegeneration</article-title>. <source>Neuroscience</source> (<year>2023</year>) <volume>518</volume>:<page-range>141&#x2013;61</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.neuroscience.2023.02.014</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carter</surname> <given-names>CS</given-names>
</name>
</person-group>. <article-title>A "Gut feeling" to create a 10th hallmark of aging</article-title>. <source>J Gerontol A Biol Sci Med Sci</source> (<year>2021</year>) <volume>76</volume>(<issue>11</issue>):<page-range>1891&#x2013;4</page-range>. doi: <pub-id pub-id-type="doi">10.1093/gerona/glab191</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sapieha</surname> <given-names>P</given-names>
</name>
<name>
<surname>Mallette</surname> <given-names>FA</given-names>
</name>
</person-group>. <article-title>Cellular senescence in postmitotic cells: beyond growth arrest</article-title>. <source>Trends Cell Biol</source> (<year>2018</year>) <volume>28</volume>(<issue>8</issue>):<fpage>595</fpage>&#x2013;<lpage>607</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tcb.2018.03.003</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Campisi</surname> <given-names>J</given-names>
</name>
<name>
<surname>d'Adda di Fagagna</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Cellular senescence: when bad things happen to good cells</article-title>. <source>Nat Rev Mol Cell Biol</source> (<year>2007</year>) <volume>8</volume>(<issue>9</issue>):<page-range>729&#x2013;40</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nrm2233</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>He</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sharpless</surname> <given-names>NE</given-names>
</name>
</person-group>. <article-title>Senescence in health and disease</article-title>. <source>Cell</source> (<year>2017</year>) <volume>169</volume>(<issue>6</issue>):<page-range>1000&#x2013;11</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2017.05.015</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>BY</given-names>
</name>
<name>
<surname>Han</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Im</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Morrone</surname> <given-names>A</given-names>
</name>
<name>
<surname>Johung</surname> <given-names>K</given-names>
</name>
<name>
<surname>Goodwin</surname> <given-names>EC</given-names>
</name>
<etal/>
</person-group>. <article-title>Senescence-associated beta-galactosidase is lysosomal beta-galactosidase</article-title>. <source>Aging Cell</source> (<year>2006</year>) <volume>5</volume>(<issue>2</issue>):<page-range>187&#x2013;95</page-range>. doi: <pub-id pub-id-type="doi">10.1111/j.1474-9726.2006.00199.x</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumari</surname> <given-names>R</given-names>
</name>
<name>
<surname>Jat</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Mechanisms of cellular senescence: cell cycle arrest and senescence associated secretory phenotype</article-title>. <source>Front Cell Dev Biol</source> (<year>2021</year>) <volume>9</volume>:<elocation-id>645593</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fcell.2021.645593</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ewald</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Desotelle</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Wilding</surname> <given-names>G</given-names>
</name>
<name>
<surname>Jarrard</surname> <given-names>DF</given-names>
</name>
</person-group>. <article-title>Therapy-induced senescence in cancer</article-title>. <source>J Natl Cancer Inst</source> (<year>2010</year>) <volume>102</volume>(<issue>20</issue>):<page-range>1536&#x2013;46</page-range>. doi: <pub-id pub-id-type="doi">10.1093/jnci/djq364</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fitsiou</surname> <given-names>E</given-names>
</name>
<name>
<surname>Soto-Gamez</surname> <given-names>A</given-names>
</name>
<name>
<surname>Demaria</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Biological functions of therapy-induced senescence in cancer</article-title>. <source>Semin Cancer Biol</source> (<year>2022</year>) <volume>81</volume>:<fpage>5</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.semcancer.2021.03.021</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Greten</surname> <given-names>TF</given-names>
</name>
<name>
<surname>Eggert</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Cellular senescence associated immune responses in liver cancer</article-title>. <source>Hepat Oncol</source> (<year>2017</year>) <volume>4</volume>(<issue>4</issue>):<page-range>123&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.2217/hep-2017-0011</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prasanna</surname> <given-names>PG</given-names>
</name>
<name>
<surname>Citrin</surname> <given-names>DE</given-names>
</name>
<name>
<surname>Hildesheim</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ahmed</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Venkatachalam</surname> <given-names>S</given-names>
</name>
<name>
<surname>Riscuta</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Therapy-induced senescence: opportunities to improve anticancer therapy</article-title>. <source>J Natl Cancer Inst</source> (<year>2021</year>) <volume>113</volume>(<issue>10</issue>):<page-range>1285&#x2013;98</page-range>. doi: <pub-id pub-id-type="doi">10.1093/jnci/djab064</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aguayo-Mazzucato</surname> <given-names>C</given-names>
</name>
<name>
<surname>Andle</surname> <given-names>J</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>TB</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Midha</surname> <given-names>A</given-names>
</name>
<name>
<surname>Talemal</surname> <given-names>L</given-names>
</name>
<name>
<surname>Chipashvili</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Acceleration of beta cell aging determines diabetes and senolysis improves disease outcomes</article-title>. <source>Cell Metab</source> (<year>2019</year>) <volume>30</volume>(<issue>1</issue>):<fpage>129</fpage>&#x2013;<lpage>42.e4</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cmet.2019.05.006</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogrodnik</surname> <given-names>M</given-names>
</name>
<name>
<surname>Miwa</surname> <given-names>S</given-names>
</name>
<name>
<surname>Tchkonia</surname> <given-names>T</given-names>
</name>
<name>
<surname>Tiniakos</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Lahat</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Cellular senescence drives age-dependent hepatic steatosis</article-title>. <source>Nat Commun</source> (<year>2017</year>) <volume>8</volume>:<fpage>15691</fpage>. doi: <pub-id pub-id-type="doi">10.1038/ncomms15691</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thompson</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ntranos</surname> <given-names>V</given-names>
</name>
<name>
<surname>Van Gool</surname> <given-names>F</given-names>
</name>
<name>
<surname>Atkinson</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bhushan</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Targeted elimination of senescent beta cells prevents type 1 diabetes</article-title>. <source>Cell Metab</source> (<year>2019</year>) <volume>29</volume>(<issue>5</issue>):<fpage>1045</fpage>&#x2013;<lpage>60.e10</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cmet.2019.01.021</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wiemann</surname> <given-names>SU</given-names>
</name>
<name>
<surname>Satyanarayana</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tsahuridu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tillmann</surname> <given-names>HL</given-names>
</name>
<name>
<surname>Zender</surname> <given-names>L</given-names>
</name>
<name>
<surname>Klempnauer</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Hepatocyte telomere shortening and senescence are general markers of human liver cirrhosis</article-title>. <source>FASEB J</source> (<year>2002</year>) <volume>16</volume>(<issue>9</issue>):<page-range>935&#x2013;42</page-range>. doi: <pub-id pub-id-type="doi">10.1096/fj.01-0977com</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wiley</surname> <given-names>CD</given-names>
</name>
<name>
<surname>Velarde</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Lecot</surname> <given-names>P</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sarnoski</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Freund</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial dysfunction induces senescence with a distinct secretory phenotype</article-title>. <source>Cell Metab</source> (<year>2016</year>) <volume>23</volume>(<issue>2</issue>):<page-range>303&#x2013;14</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cmet.2015.11.011</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Midha</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>H</given-names>
</name>
<name>
<surname>Abarca</surname> <given-names>C</given-names>
</name>
<name>
<surname>Andle</surname> <given-names>J</given-names>
</name>
<name>
<surname>Carapeto</surname> <given-names>P</given-names>
</name>
<name>
<surname>Bonner-Weir</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Unique human and mouse beta-cell senescence-associated secretory phenotype (SASP) reveal conserved signaling pathways and heterogeneous factors</article-title>. <source>Diabetes</source> (<year>2021</year>) <volume>70</volume>(<issue>5</issue>):<page-range>1098&#x2013;116</page-range>. doi: <pub-id pub-id-type="doi">10.2337/db20-0553</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rubin de Celis</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Garcia-Martin</surname> <given-names>R</given-names>
</name>
<name>
<surname>Syed</surname> <given-names>I</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>J</given-names>
</name>
<name>
<surname>Aguayo-Mazzucato</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bonner-Weir</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>PAHSAs reduce cellular senescence and protect pancreatic beta cells from metabolic stress through regulation of Mdm2/p53</article-title>. <source>Proc Natl Acad Sci U S A.</source> (<year>2022</year>) <volume>119</volume>(<issue>47</issue>):<elocation-id>e2206923119</elocation-id>. doi: <pub-id pub-id-type="doi">10.1073/pnas.2206923119</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hayflick</surname> <given-names>L</given-names>
</name>
<name>
<surname>Moorhead</surname> <given-names>PS</given-names>
</name>
</person-group>. <article-title>The serial cultivation of human diploid cell strains</article-title>. <source>Exp Cell Res</source> (<year>1961</year>) <volume>25</volume>:<fpage>585</fpage>&#x2013;<lpage>621</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0014-4827(61)90192-6</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Cecco</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>T</given-names>
</name>
<name>
<surname>Petrashen</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Elias</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Skvir</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Criscione</surname> <given-names>SW</given-names>
</name>
<etal/>
</person-group>. <article-title>L1 drives IFN in senescent cells and promotes age-associated inflammation</article-title>. <source>Nature</source> (<year>2019</year>) <volume>566</volume>(<issue>7742</issue>):<page-range>73&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41586-018-0784-9</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coppe</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>CK</given-names>
</name>
<name>
<surname>Rodier</surname> <given-names>F</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Munoz</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Goldstein</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Senescence-associated secretory phenotypes reveal cell-nonautonomous functions of oncogenic RAS and the p53 tumor suppressor</article-title>. <source>PloS Biol</source> (<year>2008</year>) <volume>6</volume>(<issue>12</issue>):<page-range>2853&#x2013;68</page-range>. doi: <pub-id pub-id-type="doi">10.1371/journal.pbio.0060301</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Childs</surname> <given-names>BG</given-names>
</name>
<name>
<surname>Baker</surname> <given-names>DJ</given-names>
</name>
<name>
<surname>Kirkland</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Campisi</surname> <given-names>J</given-names>
</name>
<name>
<surname>van Deursen</surname> <given-names>JM</given-names>
</name>
</person-group>. <article-title>Senescence and apoptosis: dueling or complementary cell fates</article-title>? <source>EMBO Rep</source> (<year>2014</year>) <volume>15</volume>(<issue>11</issue>):<page-range>1139&#x2013;53</page-range>. doi: <pub-id pub-id-type="doi">10.15252/embr.201439245</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Senescent human fibroblasts resist programmed cell death, and failure to suppress bcl2 is involved</article-title>. <source>Cancer Res</source> (<year>1995</year>) <volume>55</volume>(<issue>11</issue>):<page-range>2284&#x2013;92</page-range>.</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beausejour</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Krtolica</surname> <given-names>A</given-names>
</name>
<name>
<surname>Galimi</surname> <given-names>F</given-names>
</name>
<name>
<surname>Narita</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lowe</surname> <given-names>SW</given-names>
</name>
<name>
<surname>Yaswen</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Reversal of human cellular senescence: roles of the p53 and p16 pathways</article-title>. <source>EMBO J</source> (<year>2003</year>) <volume>22</volume>(<issue>16</issue>):<page-range>4212&#x2013;22</page-range>. doi: <pub-id pub-id-type="doi">10.1093/emboj/cdg417</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aubrey</surname> <given-names>BJ</given-names>
</name>
<name>
<surname>Kelly</surname> <given-names>GL</given-names>
</name>
<name>
<surname>Janic</surname> <given-names>A</given-names>
</name>
<name>
<surname>Herold</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Strasser</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>How does p53 induce apoptosis and how does this relate to p53-mediated tumour suppression</article-title>? <source>Cell Death Differ</source> (<year>2018</year>) <volume>25</volume>(<issue>1</issue>):<page-range>104&#x2013;13</page-range>. doi: <pub-id pub-id-type="doi">10.1038/cdd.2017.169</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shay</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Pereira-Smith</surname> <given-names>OM</given-names>
</name>
<name>
<surname>Wright</surname> <given-names>WE</given-names>
</name>
</person-group>. <article-title>A role for both RB and p53 in the regulation of human cellular senescence</article-title>. <source>Exp Cell Res</source> (<year>1991</year>) <volume>196</volume>(<issue>1</issue>):<page-range>33&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1016/0014-4827(91)90453-2</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yosef</surname> <given-names>R</given-names>
</name>
<name>
<surname>Pilpel</surname> <given-names>N</given-names>
</name>
<name>
<surname>Papismadov</surname> <given-names>N</given-names>
</name>
<name>
<surname>Gal</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ovadya</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Vadai</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>p21 maintains senescent cell viability under persistent DNA damage response by restraining JNK and caspase signaling</article-title>. <source>EMBO J</source> (<year>2017</year>) <volume>36</volume>(<issue>15</issue>):<page-range>2280&#x2013;95</page-range>. doi: <pub-id pub-id-type="doi">10.15252/embj.201695553</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Macip</surname> <given-names>S</given-names>
</name>
<name>
<surname>Igarashi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Fang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>ZQ</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>SW</given-names>
</name>
<etal/>
</person-group>. <article-title>Inhibition of p21-mediated ROS accumulation can rescue p21-induced senescence</article-title>. <source>EMBO J</source> (<year>2002</year>) <volume>21</volume>(<issue>9</issue>):<page-range>2180&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1093/emboj/21.9.2180</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Roberson</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Luk</surname> <given-names>BV</given-names>
</name>
<name>
<surname>Ivanova</surname> <given-names>I</given-names>
</name>
<name>
<surname>Chu</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Survivin and escaping in therapy-induced cellular senescence</article-title>. <source>Int J Cancer.</source> (<year>2011</year>) <volume>128</volume>(<issue>7</issue>):<page-range>1546&#x2013;58</page-range>. doi: <pub-id pub-id-type="doi">10.1002/ijc.25482</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname> <given-names>IH</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>R</given-names>
</name>
<name>
<surname>West</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Yabuuchi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Huo</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ince</surname> <given-names>TA</given-names>
</name>
<etal/>
</person-group>. <article-title>Reprogramming of human somatic cells to pluripotency with defined factors</article-title>. <source>Nature</source> (<year>2008</year>) <volume>451</volume>(<issue>7175</issue>):<page-range>141&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature06534</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>L</given-names>
</name>
<name>
<surname>Su</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>The p53/miRNAs/Ccna2 pathway serves as a novel regulator of cellular senescence: Complement of the canonical p53/p21 pathway</article-title>. <source>Aging Cell</source> (<year>2019</year>) <volume>18</volume>(<issue>3</issue>):<elocation-id>e12918</elocation-id>. doi: <pub-id pub-id-type="doi">10.1111/acel.12918</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saleh</surname> <given-names>T</given-names>
</name>
<name>
<surname>Tyutyunyk-Massey</surname> <given-names>L</given-names>
</name>
<name>
<surname>Gewirtz</surname> <given-names>DA</given-names>
</name>
</person-group>. <article-title>Tumor cell escape from therapy-induced senescence as a model of disease recurrence after dormancy</article-title>. <source>Cancer Res</source> (<year>2019</year>) <volume>79</volume>(<issue>6</issue>):<page-range>1044&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-18-3437</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Patel</surname> <given-names>PL</given-names>
</name>
<name>
<surname>Suram</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mirani</surname> <given-names>N</given-names>
</name>
<name>
<surname>Bischof</surname> <given-names>O</given-names>
</name>
<name>
<surname>Herbig</surname> <given-names>U</given-names>
</name>
</person-group>. <article-title>Derepression of hTERT gene expression promotes escape from oncogene-induced cellular senescence</article-title>. <source>Proc Natl Acad Sci U S A.</source> (<year>2016</year>) <volume>113</volume>(<issue>34</issue>):<page-range>E5024&#x2013;33</page-range>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1602379113</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Milanovic</surname> <given-names>M</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>DNY</given-names>
</name>
<name>
<surname>Belenki</surname> <given-names>D</given-names>
</name>
<name>
<surname>Dabritz</surname> <given-names>JHM</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Senescence-associated reprogramming promotes cancer stemness</article-title>. <source>Nature</source> (<year>2018</year>) <volume>553</volume>(<issue>7686</issue>):<fpage>96</fpage>&#x2013;<lpage>100</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature25167</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takahashi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Yamanaka</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Induction of pluripotent stem cells from mouse embryonic and adult fibroblast cultures by defined factors</article-title>. <source>Cell</source> (<year>2006</year>) <volume>126</volume>(<issue>4</issue>):<page-range>663&#x2013;76</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2006.07.024</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Banito</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gil</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Induced pluripotent stem cells and senescence: learning the biology to improve the technology</article-title>. <source>EMBO Rep</source> (<year>2010</year>) <volume>11</volume>(<issue>5</issue>):<page-range>353&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1038/embor.2010.47</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lapasset</surname> <given-names>L</given-names>
</name>
<name>
<surname>Milhavet</surname> <given-names>O</given-names>
</name>
<name>
<surname>Prieur</surname> <given-names>A</given-names>
</name>
<name>
<surname>Besnard</surname> <given-names>E</given-names>
</name>
<name>
<surname>Babled</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ait-Hamou</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Rejuvenating senescent and centenarian human cells by reprogramming through the pluripotent state</article-title>. <source>Genes Dev</source> (<year>2011</year>) <volume>25</volume>(<issue>21</issue>):<page-range>2248&#x2013;53</page-range>. doi: <pub-id pub-id-type="doi">10.1101/gad.173922.111</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mosteiro</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pantoja</surname> <given-names>C</given-names>
</name>
<name>
<surname>Alcazar</surname> <given-names>N</given-names>
</name>
<name>
<surname>Marion</surname> <given-names>RM</given-names>
</name>
<name>
<surname>Chondronasiou</surname> <given-names>D</given-names>
</name>
<name>
<surname>Rovira</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Tissue damage and senescence provide critical signals for cellular reprogramming in vivo</article-title>. <source>Science</source> (<year>2016</year>) <volume>354</volume>(<issue>6315</issue>). doi: <pub-id pub-id-type="doi">10.1126/science.aaf4445</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ritschka</surname> <given-names>B</given-names>
</name>
<name>
<surname>Storer</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mas</surname> <given-names>A</given-names>
</name>
<name>
<surname>Heinzmann</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ortells</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Morton</surname> <given-names>JP</given-names>
</name>
<etal/>
</person-group>. <article-title>The senescence-associated secretory phenotype induces cellular plasticity and tissue regeneration</article-title>. <source>Genes Dev</source> (<year>2017</year>) <volume>31</volume>(<issue>2</issue>):<page-range>172&#x2013;83</page-range>. doi: <pub-id pub-id-type="doi">10.1101/gad.290635.116</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<article-title>Diabetes is "a pandemic of unprecedented magnitude" now affecting one in 10 adults worldwide</article-title>. <source>Diabetes Res Clin Pract</source> (<year>2021</year>) <volume>181</volume>:<fpage>109133</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.diabres.2021.109133</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wheatcroft</surname> <given-names>SB</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>IL</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Kearney</surname> <given-names>MT</given-names>
</name>
</person-group>. <article-title>Pathophysiological implications of insulin resistance on vascular endothelial function</article-title>. <source>Diabetes Med</source> (<year>2003</year>) <volume>20</volume>(<issue>4</issue>):<page-range>255&#x2013;68</page-range>. doi: <pub-id pub-id-type="doi">10.1046/j.1464-5491.2003.00869.x</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palmer</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Pirtskhalava</surname> <given-names>T</given-names>
</name>
<name>
<surname>Weivoda</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Hachfeld</surname> <given-names>CM</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting senescent cells alleviates obesity-induced metabolic dysfunction</article-title>. <source>Aging Cell</source> (<year>2019</year>) <volume>18</volume>(<issue>3</issue>):<elocation-id>e12950</elocation-id>. doi: <pub-id pub-id-type="doi">10.1111/acel.12950</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Minamino</surname> <given-names>T</given-names>
</name>
<name>
<surname>Orimo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Shimizu</surname> <given-names>I</given-names>
</name>
<name>
<surname>Kunieda</surname> <given-names>T</given-names>
</name>
<name>
<surname>Yokoyama</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>A crucial role for adipose tissue p53 in the regulation of insulin resistance</article-title>. <source>Nat Med</source> (<year>2009</year>) <volume>15</volume>(<issue>9</issue>):<page-range>1082&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nm.2014</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Casadio</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Control of adipocyte senescence</article-title>. <source>Nat Cell Biol</source> (<year>2022</year>) <volume>24</volume>(<issue>5</issue>):<fpage>601</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41556-022-00922-y</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chaib</surname> <given-names>S</given-names>
</name>
<name>
<surname>Tchkonia</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kirkland</surname> <given-names>JL</given-names>
</name>
</person-group>. <article-title>Cellular senescence and senolytics: the path to the clinic</article-title>. <source>Nat Med</source> (<year>2022</year>) <volume>28</volume>(<issue>8</issue>):<page-range>1556&#x2013;68</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41591-022-01923-y</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murakami</surname> <given-names>T</given-names>
</name>
<name>
<surname>Inagaki</surname> <given-names>N</given-names>
</name>
<name>
<surname>Kondoh</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Cellular senescence in diabetes mellitus: distinct senotherapeutic strategies for adipose tissue and pancreatic beta cells</article-title>. <source>Front Endocrinol (Lausanne)</source> (<year>2022</year>) <volume>13</volume>:<elocation-id>869414</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fendo.2022.869414</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Palmer</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>H</given-names>
</name>
<name>
<surname>Weivoda</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Pirtskhalava</surname> <given-names>T</given-names>
</name>
<name>
<surname>White</surname> <given-names>TA</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting senescent cells enhances adipogenesis and metabolic function in old age</article-title>. <source>Elife</source> (<year>2015</year>) <volume>4</volume>:<elocation-id>e12997</elocation-id>. doi: <pub-id pub-id-type="doi">10.7554/eLife.12997</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schnabl</surname> <given-names>B</given-names>
</name>
<name>
<surname>Purbeck</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>YH</given-names>
</name>
<name>
<surname>Hagedorn</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Brenner</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Replicative senescence of activated human hepatic stellate cells is accompanied by a pronounced inflammatory but less fibrogenic phenotype</article-title>. <source>Hepatology</source> (<year>2003</year>) <volume>37</volume>(<issue>3</issue>):<page-range>653&#x2013;64</page-range>. doi: <pub-id pub-id-type="doi">10.1053/jhep.2003.50097</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baker</surname> <given-names>DJ</given-names>
</name>
<name>
<surname>Wijshake</surname> <given-names>T</given-names>
</name>
<name>
<surname>Tchkonia</surname> <given-names>T</given-names>
</name>
<name>
<surname>LeBrasseur</surname> <given-names>NK</given-names>
</name>
<name>
<surname>Childs</surname> <given-names>BG</given-names>
</name>
<name>
<surname>van de Sluis</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Clearance of p16Ink4a-positive senescent cells delays ageing-associated disorders</article-title>. <source>Nature</source> (<year>2011</year>) <volume>479</volume>(<issue>7372</issue>):<page-range>232&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature10600</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jia</surname> <given-names>W</given-names>
</name>
<name>
<surname>Rajani</surname> <given-names>C</given-names>
</name>
<name>
<surname>Kaddurah-Daouk</surname> <given-names>R</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Expert insights: The potential role of the gut microbiome-bile acid-brain axis in the development and progression of Alzheimer's disease and hepatic encephalopathy</article-title>. <source>Med Res Rev</source> (<year>2020</year>) <volume>40</volume>(<issue>4</issue>):<page-range>1496&#x2013;507</page-range>. doi: <pub-id pub-id-type="doi">10.1002/med.21653</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kang</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Zivkovic</surname> <given-names>AM</given-names>
</name>
</person-group>. <article-title>The potential utility of prebiotics to modulate alzheimer's disease: A review of the evidence</article-title>. <source>Microorganisms</source> (<year>2021</year>) <volume>9</volume>(<issue>11</issue>). doi: <pub-id pub-id-type="doi">10.3390/microorganisms9112310</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>W</given-names>
</name>
<name>
<surname>Park</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Transfer of a healthy microbiota reduces amyloid and tau pathology in an Alzheimer's disease animal model</article-title>. <source>Gut</source> (<year>2020</year>) <volume>69</volume>(<issue>2</issue>):<page-range>283&#x2013;94</page-range>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2018-317431</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>B</given-names>
</name>
<name>
<surname>He</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>P</given-names>
</name>
<name>
<surname>Du</surname> <given-names>J</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Mild cognitive impairment has similar alterations as Alzheimer's disease in gut microbiota</article-title>. <source>Alzheimers Dement.</source> (<year>2019</year>) <volume>15</volume>(<issue>10</issue>):<page-range>1357&#x2013;66</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.jalz.2019.07.002</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salazar</surname> <given-names>N</given-names>
</name>
<name>
<surname>Valdes-Varela</surname> <given-names>L</given-names>
</name>
<name>
<surname>Gonzalez</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gueimonde</surname> <given-names>M</given-names>
</name>
<name>
<surname>de Los Reyes-Gavilan</surname> <given-names>CG</given-names>
</name>
</person-group>. <article-title>Nutrition and the gut microbiome in the elderly</article-title>. <source>Gut Microbes</source> (<year>2017</year>) <volume>8</volume>(<issue>2</issue>):<fpage>82</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.1080/19490976.2016.1256525</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>DeFronzo</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Tripathy</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Skeletal muscle insulin resistance is the primary defect in type 2 diabetes</article-title>. <source>Diabetes Care</source> (<year>2009</year>) <volume>32 Suppl 2</volume>(<supplement>Suppl 2</supplement>):<page-range>S157&#x2013;63</page-range>. doi: <pub-id pub-id-type="doi">10.2337/dc09-S302</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garvey</surname> <given-names>WT</given-names>
</name>
<name>
<surname>Maianu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Brechtel-Hook</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wallace</surname> <given-names>P</given-names>
</name>
<name>
<surname>Baron</surname> <given-names>AD</given-names>
</name>
</person-group>. <article-title>Evidence for defects in the trafficking and translocation of GLUT4 glucose transporters in skeletal muscle as a cause of human insulin resistance</article-title>. <source>J Clin Invest.</source> (<year>1998</year>) <volume>101</volume>(<issue>11</issue>):<page-range>2377&#x2013;86</page-range>. doi: <pub-id pub-id-type="doi">10.1172/JCI1557</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Talbot</surname> <given-names>J</given-names>
</name>
<name>
<surname>Maves</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Skeletal muscle fiber type: using insights from muscle developmental biology to dissect targets for susceptibility and resistance to muscle disease</article-title>. <source>Wiley Interdiscip Rev Dev Biol</source> (<year>2016</year>) <volume>5</volume>(<issue>4</issue>):<page-range>518&#x2013;34</page-range>. doi: <pub-id pub-id-type="doi">10.1002/wdev.230</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barberi</surname> <given-names>L</given-names>
</name>
<name>
<surname>Scicchitano</surname> <given-names>BM</given-names>
</name>
<name>
<surname>De Rossi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bigot</surname> <given-names>A</given-names>
</name>
<name>
<surname>Duguez</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wielgosik</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Age-dependent alteration in muscle regeneration: the critical role of tissue niche</article-title>. <source>Biogerontology</source> (<year>2013</year>) <volume>14</volume>(<issue>3</issue>):<page-range>273&#x2013;92</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10522-013-9429-4</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sexton</surname> <given-names>WL</given-names>
</name>
<name>
<surname>Poole</surname> <given-names>DC</given-names>
</name>
<name>
<surname>Mathieu-Costello</surname> <given-names>O</given-names>
</name>
</person-group>. <article-title>Microcirculatory structure-function relationships in skeletal muscle of diabetic rats</article-title>. <source>Am J Physiol</source> (<year>1994</year>) <volume>266</volume>(<issue>4 Pt 2</issue>):<page-range>H1502&#x2013;11</page-range>. doi: <pub-id pub-id-type="doi">10.1152/ajpheart.1994.266.4.H1502</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kamei</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Miura</surname> <given-names>S</given-names>
</name>
<name>
<surname>Suzuki</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kai</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Mizukami</surname> <given-names>J</given-names>
</name>
<name>
<surname>Taniguchi</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Skeletal muscle FOXO1 (FKHR) transgenic mice have less skeletal muscle mass, down-regulated Type I (slow twitch/red muscle) fiber genes, and impaired glycemic control</article-title>. <source>J Biol Chem</source> (<year>2004</year>) <volume>279</volume>(<issue>39</issue>):<page-range>41114&#x2013;23</page-range>. doi: <pub-id pub-id-type="doi">10.1074/jbc.M400674200</pub-id>
</citation>
</ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hickey</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Carey</surname> <given-names>JO</given-names>
</name>
<name>
<surname>Azevedo</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Houmard</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Pories</surname> <given-names>WJ</given-names>
</name>
<name>
<surname>Israel</surname> <given-names>RG</given-names>
</name>
<etal/>
</person-group>. <article-title>Skeletal muscle fiber composition is related to adiposity and in vitro glucose transport rate in humans</article-title>. <source>Am J Physiol</source> (<year>1995</year>) <volume>268</volume>(<issue>3 Pt 1</issue>):<page-range>E453&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1152/ajpendo.1995.268.3.E453</pub-id>
</citation>
</ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Regensteiner</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Sippel</surname> <given-names>J</given-names>
</name>
<name>
<surname>McFarling</surname> <given-names>ET</given-names>
</name>
<name>
<surname>Wolfel</surname> <given-names>EE</given-names>
</name>
<name>
<surname>Hiatt</surname> <given-names>WR</given-names>
</name>
</person-group>. <article-title>Effects of non-insulin-dependent diabetes on oxygen consumption during treadmill exercise</article-title>. <source>Med Sci Sports Exerc.</source> (<year>1995</year>) <volume>27</volume>(<issue>6</issue>):<page-range>875&#x2013;81</page-range>.</citation>
</ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schwarzkopf</surname> <given-names>M</given-names>
</name>
<name>
<surname>Coletti</surname> <given-names>D</given-names>
</name>
<name>
<surname>Marazzi</surname> <given-names>G</given-names>
</name>
<name>
<surname>Sassoon</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Chronic p53 activity leads to skeletal muscle atrophy and muscle stem cell perturbation</article-title>. <source>Basic Appl Myology</source> (<year>2008</year>) <volume>18</volume>:<page-range>131&#x2013;8</page-range>.</citation>
</ref>
<ref id="B66">
<label>66</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herbst</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pak</surname> <given-names>JW</given-names>
</name>
<name>
<surname>McKenzie</surname> <given-names>D</given-names>
</name>
<name>
<surname>Bua</surname> <given-names>E</given-names>
</name>
<name>
<surname>Bassiouni</surname> <given-names>M</given-names>
</name>
<name>
<surname>Aiken</surname> <given-names>JM</given-names>
</name>
</person-group>. <article-title>Accumulation of mitochondrial DNA deletion mutations in aged muscle fibers: evidence for a causal role in muscle fiber loss</article-title>. <source>J Gerontol A Biol Sci Med Sci</source> (<year>2007</year>) <volume>62</volume>(<issue>3</issue>):<page-range>235&#x2013;45</page-range>. doi: <pub-id pub-id-type="doi">10.1093/gerona/62.3.235</pub-id>
</citation>
</ref>
<ref id="B67">
<label>67</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Safdar</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hamadeh</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Kaczor</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Raha</surname> <given-names>S</given-names>
</name>
<name>
<surname>Debeer</surname> <given-names>J</given-names>
</name>
<name>
<surname>Tarnopolsky</surname> <given-names>MA</given-names>
</name>
</person-group>. <article-title>Aberrant mitochondrial homeostasis in the skeletal muscle of sedentary older adults</article-title>. <source>PloS One</source> (<year>2010</year>) <volume>5</volume>(<issue>5</issue>):<elocation-id>e10778</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0010778</pub-id>
</citation>
</ref>
<ref id="B68">
<label>68</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aguayo-Mazzucato</surname> <given-names>C</given-names>
</name>
<name>
<surname>van Haaren</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mruk</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>TB</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Crawford</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hollister-Lock</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>beta cell aging markers have heterogeneous distribution and are induced by insulin resistance</article-title>. <source>Cell Metab</source> (<year>2017</year>) <volume>25</volume>(<issue>4</issue>):<fpage>898</fpage>&#x2013;<lpage>910.e5</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cmet.2017.03.015</pub-id>
</citation>
</ref>
<ref id="B69">
<label>69</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Tchkonia</surname> <given-names>T</given-names>
</name>
<name>
<surname>Fuhrmann-Stroissnigg</surname> <given-names>H</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Ling</surname> <given-names>YY</given-names>
</name>
<name>
<surname>Stout</surname> <given-names>MB</given-names>
</name>
<etal/>
</person-group>. <article-title>Identification of a novel senolytic agent, navitoclax, targeting the Bcl-2 family of anti-apoptotic factors</article-title>. <source>Aging Cell</source> (<year>2016</year>) <volume>15</volume>(<issue>3</issue>):<page-range>428&#x2013;35</page-range>. doi: <pub-id pub-id-type="doi">10.1111/acel.12445</pub-id>
</citation>
</ref>
<ref id="B70">
<label>70</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Polyzogopoulou</surname> <given-names>EV</given-names>
</name>
<name>
<surname>Kalfarentzos</surname> <given-names>F</given-names>
</name>
<name>
<surname>Vagenakis</surname> <given-names>AG</given-names>
</name>
<name>
<surname>Alexandrides</surname> <given-names>TK</given-names>
</name>
</person-group>. <article-title>Restoration of euglycemia and normal acute insulin response to glucose in obese subjects with type 2 diabetes following bariatric surgery</article-title>. <source>Diabetes</source> (<year>2003</year>) <volume>52</volume>(<issue>5</issue>):<page-range>1098&#x2013;103</page-range>. doi: <pub-id pub-id-type="doi">10.2337/diabetes.52.5.1098</pub-id>
</citation>
</ref>
<ref id="B71">
<label>71</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Purnell</surname> <given-names>JQ</given-names>
</name>
<name>
<surname>Dewey</surname> <given-names>EN</given-names>
</name>
<name>
<surname>Laferrere</surname> <given-names>B</given-names>
</name>
<name>
<surname>Selzer</surname> <given-names>F</given-names>
</name>
<name>
<surname>Flum</surname> <given-names>DR</given-names>
</name>
<name>
<surname>Mitchell</surname> <given-names>JE</given-names>
</name>
<etal/>
</person-group>. <article-title>Diabetes remission status during seven-year follow-up of the longitudinal assessment of bariatric surgery study</article-title>. <source>J Clin Endocrinol Metab</source> (<year>2021</year>) <volume>106</volume>(<issue>3</issue>):<page-range>774&#x2013;88</page-range>. doi: <pub-id pub-id-type="doi">10.1210/clinem/dgaa849</pub-id>
</citation>
</ref>
<ref id="B72">
<label>72</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Retnakaran</surname> <given-names>R</given-names>
</name>
<name>
<surname>Yakubovich</surname> <given-names>N</given-names>
</name>
<name>
<surname>Qi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Opsteen</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zinman</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>The response to short-term intensive insulin therapy in type 2 diabetes</article-title>. <source>Diabetes Obes Metab</source> (<year>2010</year>) <volume>12</volume>(<issue>1</issue>):<fpage>65</fpage>&#x2013;<lpage>71</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1463-1326.2009.01129.x</pub-id>
</citation>
</ref>
<ref id="B73">
<label>73</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Effect of intensive insulin therapy on beta-cell function and glycaemic control in patients with newly diagnosed type 2 diabetes: a multicentre randomised parallel-group trial</article-title>. <source>Lancet</source> (<year>2008</year>) <volume>371</volume>(<issue>9626</issue>):<page-range>1753&#x2013;60</page-range>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(08)60762-X</pub-id>
</citation>
</ref>
<ref id="B74">
<label>74</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tran</surname> <given-names>D</given-names>
</name>
<name>
<surname>Bergholz</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>He</surname> <given-names>H</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Insulin-like growth factor-1 regulates the SIRT1-p53 pathway in cellular senescence</article-title>. <source>Aging Cell</source> (<year>2014</year>) <volume>13</volume>(<issue>4</issue>):<page-range>669&#x2013;78</page-range>. doi: <pub-id pub-id-type="doi">10.1111/acel.12219</pub-id>
</citation>
</ref>
<ref id="B75">
<label>75</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>KS</given-names>
</name>
<name>
<surname>Seu</surname> <given-names>YB</given-names>
</name>
<name>
<surname>Baek</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>KJ</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>JH</given-names>
</name>
<etal/>
</person-group>. <article-title>Induction of cellular senescence by insulin-like growth factor binding protein-5 through a p53-dependent mechanism</article-title>. <source>Mol Biol Cell</source> (<year>2007</year>) <volume>18</volume>(<issue>11</issue>):<page-range>4543&#x2013;52</page-range>. doi: <pub-id pub-id-type="doi">10.1091/mbc.e07-03-0280</pub-id>
</citation>
</ref>
<ref id="B76">
<label>76</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baboota</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Spinelli</surname> <given-names>R</given-names>
</name>
<name>
<surname>Erlandsson</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Brandao</surname> <given-names>BB</given-names>
</name>
<name>
<surname>Lino</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Chronic hyperinsulinemia promotes human hepatocyte senescence</article-title>. <source>Mol Metab</source> (<year>2022</year>) <volume>64</volume>:<fpage>101558</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.molmet.2022.101558</pub-id>
</citation>
</ref>
<ref id="B77">
<label>77</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Michael</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Kulkarni</surname> <given-names>RN</given-names>
</name>
<name>
<surname>Postic</surname> <given-names>C</given-names>
</name>
<name>
<surname>Previs</surname> <given-names>SF</given-names>
</name>
<name>
<surname>Shulman</surname> <given-names>GI</given-names>
</name>
<name>
<surname>Magnuson</surname> <given-names>MA</given-names>
</name>
<etal/>
</person-group>. <article-title>Loss of insulin signaling in hepatocytes leads to severe insulin resistance and progressive hepatic dysfunction</article-title>. <source>Mol Cell</source> (<year>2000</year>) <volume>6</volume>(<issue>1</issue>):<fpage>87</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1097-2765(05)00015-8</pub-id>
</citation>
</ref>
<ref id="B78">
<label>78</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iwasaki</surname> <given-names>K</given-names>
</name>
<name>
<surname>Lalani</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kahng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Carapeto</surname> <given-names>P</given-names>
</name>
<name>
<surname>Sanjines</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hela</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Decreased IGF1R attenuates senescence and improves function in pancreatic beta-cells</article-title>. <source>Front Endocrinol (Lausanne)</source> (<year>2023</year>) <volume>14</volume>:<elocation-id>1203534</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fendo.2023.1203534</pub-id>
</citation>
</ref>
<ref id="B79">
<label>79</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rodier</surname> <given-names>F</given-names>
</name>
<name>
<surname>Coppe</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>CK</given-names>
</name>
<name>
<surname>Hoeijmakers</surname> <given-names>WA</given-names>
</name>
<name>
<surname>Munoz</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Raza</surname> <given-names>SR</given-names>
</name>
<etal/>
</person-group>. <article-title>Persistent DNA damage signalling triggers senescence-associated inflammatory cytokine secretion</article-title>. <source>Nat Cell Biol</source> (<year>2009</year>) <volume>11</volume>(<issue>8</issue>):<page-range>973&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1038/ncb1909</pub-id>
</citation>
</ref>
<ref id="B80">
<label>80</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tchkonia</surname> <given-names>T</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>van Deursen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Campisi</surname> <given-names>J</given-names>
</name>
<name>
<surname>Kirkland</surname> <given-names>JL</given-names>
</name>
</person-group>. <article-title>Cellular senescence and the senescent secretory phenotype: therapeutic opportunities</article-title>. <source>J Clin Invest.</source> (<year>2013</year>) <volume>123</volume>(<issue>3</issue>):<page-range>966&#x2013;72</page-range>. doi: <pub-id pub-id-type="doi">10.1172/JCI64098</pub-id>
</citation>
</ref>
<ref id="B81">
<label>81</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bussian</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Aziz</surname> <given-names>A</given-names>
</name>
<name>
<surname>Meyer</surname> <given-names>CF</given-names>
</name>
<name>
<surname>Swenson</surname> <given-names>BL</given-names>
</name>
<name>
<surname>van Deursen</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Baker</surname> <given-names>DJ</given-names>
</name>
</person-group>. <article-title>Clearance of senescent glial cells prevents tau-dependent pathology and cognitive decline</article-title>. <source>Nature</source> (<year>2018</year>) <volume>562</volume>(<issue>7728</issue>):<page-range>578&#x2013;82</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41586-018-0543-y</pub-id>
</citation>
</ref>
<ref id="B82">
<label>82</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Campisi</surname> <given-names>J</given-names>
</name>
<name>
<surname>Kapahi</surname> <given-names>P</given-names>
</name>
<name>
<surname>Lithgow</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Melov</surname> <given-names>S</given-names>
</name>
<name>
<surname>Newman</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Verdin</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>From discoveries in ageing research to therapeutics for healthy ageing</article-title>. <source>Nature</source> (<year>2019</year>) <volume>571</volume>(<issue>7764</issue>):<page-range>183&#x2013;92</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41586-019-1365-2</pub-id>
</citation>
</ref>
<ref id="B83">
<label>83</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coppe</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Desprez</surname> <given-names>PY</given-names>
</name>
<name>
<surname>Krtolica</surname> <given-names>A</given-names>
</name>
<name>
<surname>Campisi</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>The senescence-associated secretory phenotype: the dark side of tumor suppression</article-title>. <source>Annu Rev Pathol</source> (<year>2010</year>) <volume>5</volume>:<fpage>99</fpage>&#x2013;<lpage>118</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-pathol-121808-102144</pub-id>
</citation>
</ref>
<ref id="B84">
<label>84</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sone</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kagawa</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Pancreatic beta cell senescence contributes to the pathogenesis of type 2 diabetes in high-fat diet-induced diabetic mice</article-title>. <source>Diabetologia</source> (<year>2005</year>) <volume>48</volume>(<issue>1</issue>):<fpage>58</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00125-004-1605-2</pub-id>
</citation>
</ref>
<ref id="B85">
<label>85</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Acar</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Ayaz-Guner</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gunaydin</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Karakukcu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Peluso</surname> <given-names>G</given-names>
</name>
<name>
<surname>Di Bernardo</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Proteomic and biological analysis of the effects of metformin senomorphics on the mesenchymal stromal cells</article-title>. <source>Front Bioeng Biotechnol</source> (<year>2021</year>) <volume>9</volume>:<elocation-id>730813</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fbioe.2021.730813</pub-id>
</citation>
</ref>
<ref id="B86">
<label>86</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duan</surname> <given-names>W</given-names>
</name>
<name>
<surname>Zou</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zang</surname> <given-names>N</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>D</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Metformin increases bone marrow adipose tissue by promoting mesenchymal stromal cells apoptosis</article-title>. <source>Aging (Albany NY).</source> (<year>2023</year>) <volume>15</volume>(<issue>2</issue>):<page-range>542&#x2013;52</page-range>. doi: <pub-id pub-id-type="doi">10.18632/aging.204486</pub-id>
</citation>
</ref>
<ref id="B87">
<label>87</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Le Pelletier</surname> <given-names>L</given-names>
</name>
<name>
<surname>Mantecon</surname> <given-names>M</given-names>
</name>
<name>
<surname>Gorwood</surname> <given-names>J</given-names>
</name>
<name>
<surname>Auclair</surname> <given-names>M</given-names>
</name>
<name>
<surname>Foresti</surname> <given-names>R</given-names>
</name>
<name>
<surname>Motterlini</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Metformin alleviates stress-induced cellular senescence of aging human adipose stromal cells and the ensuing adipocyte dysfunction</article-title>. <source>Elife</source> (<year>2021</year>) <volume>10</volume>:<elocation-id>e62635</elocation-id>. doi: <pub-id pub-id-type="doi">10.7554/eLife.62635</pub-id>
</citation>
</ref>
<ref id="B88">
<label>88</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Munoz-Espin</surname> <given-names>D</given-names>
</name>
<name>
<surname>Rovira</surname> <given-names>M</given-names>
</name>
<name>
<surname>Galiana</surname> <given-names>I</given-names>
</name>
<name>
<surname>Gimenez</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lozano-Torres</surname> <given-names>B</given-names>
</name>
<name>
<surname>Paez-Ribes</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>A versatile drug delivery system targeting senescent cells</article-title>. <source>EMBO Mol Med</source> (<year>2018</year>) <volume>10</volume>(<issue>9</issue>):<elocation-id>e9355</elocation-id>. doi: <pub-id pub-id-type="doi">10.15252/emmm.201809355</pub-id>
</citation>
</ref>
<ref id="B89">
<label>89</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ivanov</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pawlikowski</surname> <given-names>J</given-names>
</name>
<name>
<surname>Manoharan</surname> <given-names>I</given-names>
</name>
<name>
<surname>van Tuyn</surname> <given-names>J</given-names>
</name>
<name>
<surname>Nelson</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Rai</surname> <given-names>TS</given-names>
</name>
<etal/>
</person-group>. <article-title>Lysosome-mediated processing of chromatin in senescence</article-title>. <source>J Cell Biol</source> (<year>2013</year>) <volume>202</volume>(<issue>1</issue>):<page-range>129&#x2013;43</page-range>. doi: <pub-id pub-id-type="doi">10.1083/jcb.201212110</pub-id>
</citation>
</ref>
<ref id="B90">
<label>90</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pospelova</surname> <given-names>TV</given-names>
</name>
<name>
<surname>Leontieva</surname> <given-names>OV</given-names>
</name>
<name>
<surname>Bykova</surname> <given-names>TV</given-names>
</name>
<name>
<surname>Zubova</surname> <given-names>SG</given-names>
</name>
<name>
<surname>Pospelov</surname> <given-names>VA</given-names>
</name>
<name>
<surname>Blagosklonny</surname> <given-names>MV</given-names>
</name>
</person-group>. <article-title>Suppression of replicative senescence by rapamycin in rodent embryonic cells</article-title>. <source>Cell Cycle</source> (<year>2012</year>) <volume>11</volume>(<issue>12</issue>):<page-range>2402&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.4161/cc.20882</pub-id>
</citation>
</ref>
<ref id="B91">
<label>91</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Sunchu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Shoaf</surname> <given-names>J</given-names>
</name>
<name>
<surname>Dang</surname> <given-names>I</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Rapamycin inhibits the secretory phenotype of senescent cells by a Nrf2-independent mechanism</article-title>. <source>Aging Cell</source> (<year>2017</year>) <volume>16</volume>(<issue>3</issue>):<page-range>564&#x2013;74</page-range>. doi: <pub-id pub-id-type="doi">10.1111/acel.12587</pub-id>
</citation>
</ref>
<ref id="B92">
<label>92</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weichhart</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>mTOR as regulator of lifespan, aging, and cellular senescence: A mini-review</article-title>. <source>Gerontology</source> (<year>2018</year>) <volume>64</volume>(<issue>2</issue>):<page-range>127&#x2013;34</page-range>. doi: <pub-id pub-id-type="doi">10.1159/000484629</pub-id>
</citation>
</ref>
<ref id="B93">
<label>93</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Papadopoli</surname> <given-names>D</given-names>
</name>
<name>
<surname>Boulay</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kazak</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pollak</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mallette</surname> <given-names>F</given-names>
</name>
<name>
<surname>Topisirovic</surname> <given-names>I</given-names>
</name>
<etal/>
</person-group>. <article-title>mTOR as a central regulator of lifespan and aging</article-title>. <source>F1000Res</source> (<year>2019</year>) <volume>8</volume>. doi: <pub-id pub-id-type="doi">10.12688/f1000research.17196.1</pub-id>
</citation>
</ref>
<ref id="B94">
<label>94</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hardie</surname> <given-names>DG</given-names>
</name>
<name>
<surname>Ross</surname> <given-names>FA</given-names>
</name>
<name>
<surname>Hawley</surname> <given-names>SA</given-names>
</name>
</person-group>. <article-title>AMPK: a nutrient and energy sensor that maintains energy homeostasis</article-title>. <source>Nat Rev Mol Cell Biol</source> (<year>2012</year>) <volume>13</volume>(<issue>4</issue>):<page-range>251&#x2013;62</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nrm3311</pub-id>
</citation>
</ref>
<ref id="B95">
<label>95</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Efeyan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Comb</surname> <given-names>WC</given-names>
</name>
<name>
<surname>Sabatini</surname> <given-names>DM</given-names>
</name>
</person-group>. <article-title>Nutrient-sensing mechanisms and pathways</article-title>. <source>Nature</source> (<year>2015</year>) <volume>517</volume>(<issue>7534</issue>):<page-range>302&#x2013;10</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature14190</pub-id>
</citation>
</ref>
<ref id="B96">
<label>96</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Albert</surname> <given-names>V</given-names>
</name>
<name>
<surname>Hall</surname> <given-names>MN</given-names>
</name>
</person-group>. <article-title>mTOR signaling in cellular and organismal energetics</article-title>. <source>Curr Opin Cell Biol</source> (<year>2015</year>) <volume>33</volume>:<fpage>55</fpage>&#x2013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ceb.2014.12.001</pub-id>
</citation>
</ref>
<ref id="B97">
<label>97</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>I</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>WK</given-names>
</name>
</person-group>. <article-title>E2F-1 is a critical modulator of cellular senescence in human cancer</article-title>. <source>Int J Mol Med</source> (<year>2006</year>) <volume>17</volume>(<issue>5</issue>):<page-range>715&#x2013;20</page-range>. doi: <pub-id pub-id-type="doi">10.3892/ijmm.17.5.715</pub-id>
</citation>
</ref>
<ref id="B98">
<label>98</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Borras</surname> <given-names>C</given-names>
</name>
<name>
<surname>Mas-Bargues</surname> <given-names>C</given-names>
</name>
<name>
<surname>Roman-Dominguez</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sanz-Ros</surname> <given-names>J</given-names>
</name>
<name>
<surname>Gimeno-Mallench</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ingles</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>BCL-xL, a mitochondrial protein involved in successful aging: from C. elegans to human centenarians</article-title>. <source>Int J Mol Sci</source> (<year>2020</year>) <volume>21</volume>(<issue>2</issue>):<fpage>418</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms21020418</pub-id>
</citation>
</ref>
<ref id="B99">
<label>99</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mas-Bargues</surname> <given-names>C</given-names>
</name>
<name>
<surname>Borras</surname> <given-names>C</given-names>
</name>
<name>
<surname>Vina</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Bcl-xL as a modulator of senescence and aging</article-title>. <source>Int J Mol Sci</source> (<year>2021</year>) <volume>22</volume>(<issue>4</issue>):<fpage>1527</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms22041527</pub-id>
</citation>
</ref>
<ref id="B100">
<label>100</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boon</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Iekushi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Lechner</surname> <given-names>S</given-names>
</name>
<name>
<surname>Seeger</surname> <given-names>T</given-names>
</name>
<name>
<surname>Fischer</surname> <given-names>A</given-names>
</name>
<name>
<surname>Heydt</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>MicroRNA-34a regulates cardiac ageing and function</article-title>. <source>Nature</source> (<year>2013</year>) <volume>495</volume>(<issue>7439</issue>):<page-range>107&#x2013;10</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature11919</pub-id>
</citation>
</ref>
<ref id="B101">
<label>101</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hermeking</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>The miR-34 family in cancer and apoptosis</article-title>. <source>Cell Death Differ</source> (<year>2010</year>) <volume>17</volume>(<issue>2</issue>):<page-range>193&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1038/cdd.2009.56</pub-id>
</citation>
</ref>
<ref id="B102">
<label>102</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Klein</surname> <given-names>JD</given-names>
</name>
<name>
<surname>Mitch</surname> <given-names>WE</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Martinez</surname> <given-names>I</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>XH</given-names>
</name>
</person-group>. <article-title>MicroRNA-29 induces cellular senescence in aging muscle through multiple signaling pathways</article-title>. <source>Aging (Albany NY).</source> (<year>2014</year>) <volume>6</volume>(<issue>3</issue>):<page-range>160&#x2013;75</page-range>. doi: <pub-id pub-id-type="doi">10.18632/aging.100643</pub-id>
</citation>
</ref>
<ref id="B103">
<label>103</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Borgdorff</surname> <given-names>V</given-names>
</name>
<name>
<surname>Lleonart</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Bishop</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Fessart</surname> <given-names>D</given-names>
</name>
<name>
<surname>Bergin</surname> <given-names>AH</given-names>
</name>
<name>
<surname>Overhoff</surname> <given-names>MG</given-names>
</name>
<etal/>
</person-group>. <article-title>Multiple microRNAs rescue from Ras-induced senescence by inhibiting p21(Waf1/Cip1)</article-title>. <source>Oncogene</source> (<year>2010</year>) <volume>29</volume>(<issue>15</issue>):<page-range>2262&#x2013;71</page-range>. doi: <pub-id pub-id-type="doi">10.1038/onc.2009.497</pub-id>
</citation>
</ref>
<ref id="B104">
<label>104</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lal</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>HH</given-names>
</name>
<name>
<surname>Abdelmohsen</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kuwano</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Pullmann</surname> <given-names>R</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Srikantan</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>p16(INK4a) translation suppressed by miR-24</article-title>. <source>PloS One</source> (<year>2008</year>) <volume>3</volume>(<issue>3</issue>):<elocation-id>e1864</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0001864</pub-id>
</citation>
</ref>
<ref id="B105">
<label>105</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Overhoff</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Garbe</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Koh</surname> <given-names>J</given-names>
</name>
<name>
<surname>Stampfer</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Beach</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Bishop</surname> <given-names>CL</given-names>
</name>
</person-group>. <article-title>Cellular senescence mediated by p16INK4A-coupled miRNA pathways</article-title>. <source>Nucleic Acids Res</source> (<year>2014</year>) <volume>42</volume>(<issue>3</issue>):<page-range>1606&#x2013;18</page-range>. doi: <pub-id pub-id-type="doi">10.1093/nar/gkt1096</pub-id>
</citation>
</ref>
<ref id="B106">
<label>106</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Philipot</surname> <given-names>D</given-names>
</name>
<name>
<surname>Guerit</surname> <given-names>D</given-names>
</name>
<name>
<surname>Platano</surname> <given-names>D</given-names>
</name>
<name>
<surname>Chuchana</surname> <given-names>P</given-names>
</name>
<name>
<surname>Olivotto</surname> <given-names>E</given-names>
</name>
<name>
<surname>Espinoza</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>p16INK4a and its regulator miR-24 link senescence and chondrocyte terminal differentiation-associated matrix remodeling in osteoarthritis</article-title>. <source>Arthritis Res Ther</source> (<year>2014</year>) <volume>16</volume>(<issue>1</issue>):<fpage>R58</fpage>. doi: <pub-id pub-id-type="doi">10.1186/ar4494</pub-id>
</citation>
</ref>
<ref id="B107">
<label>107</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harries</surname> <given-names>LW</given-names>
</name>
<name>
<surname>Hernandez</surname> <given-names>D</given-names>
</name>
<name>
<surname>Henley</surname> <given-names>W</given-names>
</name>
<name>
<surname>Wood</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Holly</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Bradley-Smith</surname> <given-names>RM</given-names>
</name>
<etal/>
</person-group>. <article-title>Human aging is characterized by focused changes in gene expression and deregulation of alternative splicing</article-title>. <source>Aging Cell</source> (<year>2011</year>) <volume>10</volume>(<issue>5</issue>):<page-range>868&#x2013;78</page-range>. doi: <pub-id pub-id-type="doi">10.1111/j.1474-9726.2011.00726.x</pub-id>
</citation>
</ref>
<ref id="B108">
<label>108</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>BP</given-names>
</name>
<name>
<surname>Pilling</surname> <given-names>LC</given-names>
</name>
<name>
<surname>Emond</surname> <given-names>F</given-names>
</name>
<name>
<surname>Flurkey</surname> <given-names>K</given-names>
</name>
<name>
<surname>Harrison</surname> <given-names>DE</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Changes in the expression of splicing factor transcripts and variations in alternative splicing are associated with lifespan in mice and humans</article-title>. <source>Aging Cell</source> (<year>2016</year>) <volume>15</volume>(<issue>5</issue>):<page-range>903&#x2013;13</page-range>. doi: <pub-id pub-id-type="doi">10.1111/acel.12499</pub-id>
</citation>
</ref>
<ref id="B109">
<label>109</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Latorre</surname> <given-names>E</given-names>
</name>
<name>
<surname>Birar</surname> <given-names>VC</given-names>
</name>
<name>
<surname>Sheerin</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Jeynes</surname> <given-names>JCC</given-names>
</name>
<name>
<surname>Hooper</surname> <given-names>A</given-names>
</name>
<name>
<surname>Dawe</surname> <given-names>HR</given-names>
</name>
<etal/>
</person-group>. <article-title>Small molecule modulation of splicing factor expression is associated with rescue from cellular senescence</article-title>. <source>BMC Cell Biol</source> (<year>2017</year>) <volume>18</volume>(<issue>1</issue>):<fpage>31</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12860-017-0147-7</pub-id>
</citation>
</ref>
<ref id="B110">
<label>110</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sinclair</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Guarente</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Small-molecule allosteric activators of sirtuins</article-title>. <source>Annu Rev Pharmacol Toxicol</source> (<year>2014</year>) <volume>54</volume>:<page-range>363&#x2013;80</page-range>. doi: <pub-id pub-id-type="doi">10.1146/annurev-pharmtox-010611-134657</pub-id>
</citation>
</ref>
<ref id="B111">
<label>111</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ponton</surname> <given-names>F</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>K</given-names>
</name>
<name>
<surname>Cotter</surname> <given-names>SC</given-names>
</name>
<name>
<surname>Raubenheimer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Simpson</surname> <given-names>SJ</given-names>
</name>
</person-group>. <article-title>Nutritional immunology: a multi-dimensional approach</article-title>. <source>PloS Pathog</source> (<year>2011</year>) <volume>7</volume>(<issue>12</issue>):<elocation-id>e1002223</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.ppat.1002223</pub-id>
</citation>
</ref>
<ref id="B112">
<label>112</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Russell</surname> <given-names>WR</given-names>
</name>
<name>
<surname>Baka</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bjorck</surname> <given-names>I</given-names>
</name>
<name>
<surname>Delzenne</surname> <given-names>N</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>D</given-names>
</name>
<name>
<surname>Griffiths</surname> <given-names>HR</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of diet composition on blood glucose regulation</article-title>. <source>Crit Rev Food Sci Nutr</source> (<year>2016</year>) <volume>56</volume>(<issue>4</issue>):<page-range>541&#x2013;90</page-range>. doi: <pub-id pub-id-type="doi">10.1080/10408398.2013.792772</pub-id>
</citation>
</ref>
<ref id="B113">
<label>113</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Willett</surname> <given-names>WC</given-names>
</name>
</person-group>. <article-title>Balancing life-style and genomics research for disease prevention</article-title>. <source>Science</source> (<year>2002</year>) <volume>296</volume>(<issue>5568</issue>):<page-range>695&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1126/science.1071055</pub-id>
</citation>
</ref>
<ref id="B114">
<label>114</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pham</surname> <given-names>DC</given-names>
</name>
<name>
<surname>Shibu</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Mahalakshmi</surname> <given-names>B</given-names>
</name>
<name>
<surname>Velmurugan</surname> <given-names>BK</given-names>
</name>
</person-group>. <article-title>Effects of phytochemicals on cellular signaling: reviewing their recent usage approaches</article-title>. <source>Crit Rev Food Sci Nutr</source> (<year>2020</year>) <volume>60</volume>(<issue>20</issue>):<page-range>3522&#x2013;46</page-range>. doi: <pub-id pub-id-type="doi">10.1080/10408398.2019.1699014</pub-id>
</citation>
</ref>
<ref id="B115">
<label>115</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>R</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>A</given-names>
</name>
<name>
<surname>Padwad</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Preadipocyte secretory factors differentially modulate murine macrophage functions during aging which are reversed by the application of phytochemical EGCG</article-title>. <source>Biogerontology</source> (<year>2020</year>) <volume>21</volume>(<issue>3</issue>):<page-range>325&#x2013;43</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10522-020-09861-3</pub-id>
</citation>
</ref>
<ref id="B116">
<label>116</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De la Fuente</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sanchez</surname> <given-names>C</given-names>
</name>
<name>
<surname>Vallejo</surname> <given-names>C</given-names>
</name>
<name>
<surname>Diaz-Del Cerro</surname> <given-names>E</given-names>
</name>
<name>
<surname>Arnalich</surname> <given-names>F</given-names>
</name>
<name>
<surname>Hernanz</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Vitamin C and vitamin C plus E improve the immune function in the elderly</article-title>. <source>Exp Gerontol</source> (<year>2020</year>) <volume>142</volume>:<fpage>111118</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.exger.2020.111118</pub-id>
</citation>
</ref>
<ref id="B117">
<label>117</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wong</surname> <given-names>CP</given-names>
</name>
<name>
<surname>Magnusson</surname> <given-names>KR</given-names>
</name>
<name>
<surname>Sharpton</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Ho</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Effects of zinc status on age-related T cell dysfunction and chronic inflammation</article-title>. <source>Biometals</source> (<year>2021</year>) <volume>34</volume>(<issue>2</issue>):<fpage>291</fpage>&#x2013;<lpage>301</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10534-020-00279-5</pub-id>
</citation>
</ref>
<ref id="B118">
<label>118</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Balcells</surname> <given-names>F</given-names>
</name>
<name>
<surname>Martinez Monteros</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Gomez</surname> <given-names>AL</given-names>
</name>
<name>
<surname>Cazorla</surname> <given-names>SI</given-names>
</name>
<name>
<surname>Perdigon</surname> <given-names>G</given-names>
</name>
<name>
<surname>Maldonado-Galdeano</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Probiotic consumption boosts thymus in obesity and senescence mouse models</article-title>. <source>Nutrients</source> (<year>2022</year>) <volume>14</volume>(<issue>3</issue>):<fpage>616</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu14030616</pub-id>
</citation>
</ref>
<ref id="B119">
<label>119</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmadi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nagpal</surname> <given-names>R</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Jain</surname> <given-names>S</given-names>
</name>
<name>
<surname>Razazan</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>A human-origin probiotic cocktail ameliorates aging-related leaky gut and inflammation via modulating the microbiota/taurine/tight junction axis</article-title>. <source>JCI Insight</source> (<year>2020</year>) <volume>5</volume>(<issue>9</issue>):<elocation-id>e132055</elocation-id>. doi: <pub-id pub-id-type="doi">10.1172/jci.insight.132055</pub-id>
</citation>
</ref>
<ref id="B120">
<label>120</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matsumoto</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kurihara</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kibe</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ashida</surname> <given-names>H</given-names>
</name>
<name>
<surname>Benno</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Longevity in mice is promoted by probiotic-induced suppression of colonic senescence dependent on upregulation of gut bacterial polyamine production</article-title>. <source>PloS One</source> (<year>2011</year>) <volume>6</volume>(<issue>8</issue>):<elocation-id>e23652</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0023652</pub-id>
</citation>
</ref>
<ref id="B121">
<label>121</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soda</surname> <given-names>K</given-names>
</name>
<name>
<surname>Dobashi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Kano</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Tsujinaka</surname> <given-names>S</given-names>
</name>
<name>
<surname>Konishi</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Polyamine-rich food decreases age-associated pathology and mortality in aged mice</article-title>. <source>Exp Gerontol</source> (<year>2009</year>) <volume>44</volume>(<issue>11</issue>):<page-range>727&#x2013;32</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.exger.2009.08.013</pub-id>
</citation>
</ref>
<ref id="B122">
<label>122</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gurung</surname> <given-names>M</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Z</given-names>
</name>
<name>
<surname>You</surname> <given-names>H</given-names>
</name>
<name>
<surname>Rodrigues</surname> <given-names>R</given-names>
</name>
<name>
<surname>Jump</surname> <given-names>DB</given-names>
</name>
<name>
<surname>Morgun</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Role of gut microbiota in type 2 diabetes pathophysiology</article-title>. <source>EBioMedicine</source> (<year>2020</year>) <volume>51</volume>:<fpage>102590</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ebiom.2019.11.051</pub-id>
</citation>
</ref>
<ref id="B123">
<label>123</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hill</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Franzosa</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Huttenhower</surname> <given-names>C</given-names>
</name>
<name>
<surname>Guillemin</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>A conserved bacterial protein induces pancreatic beta cell expansion during zebrafish development</article-title>. <source>Elife</source> (<year>2016</year>) <volume>5</volume>:<elocation-id>e20145</elocation-id>. doi: <pub-id pub-id-type="doi">10.7554/eLife.20145</pub-id>
</citation>
</ref>
<ref id="B124">
<label>124</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Radjabzadeh</surname> <given-names>D</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kurilshikov</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kavousi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ahmadizar</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Association of insulin resistance and type 2 diabetes with gut microbial diversity: A microbiome-wide analysis from population studies</article-title>. <source>JAMA Netw Open</source> (<year>2021</year>) <volume>4</volume>(<issue>7</issue>):<elocation-id>e2118811</elocation-id>. doi: <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2021.18811</pub-id>
</citation>
</ref>
<ref id="B125">
<label>125</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hermes</surname> <given-names>GDA</given-names>
</name>
<name>
<surname>Reijnders</surname> <given-names>D</given-names>
</name>
<name>
<surname>Kootte</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Goossens</surname> <given-names>GH</given-names>
</name>
<name>
<surname>Smidt</surname> <given-names>H</given-names>
</name>
<name>
<surname>Nieuwdorp</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Individual and cohort-specific gut microbiota patterns associated with tissue-specific insulin sensitivity in overweight and obese males</article-title>. <source>Sci Rep</source> (<year>2020</year>) <volume>10</volume>(<issue>1</issue>):<fpage>7523</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-020-64574-4</pub-id>
</citation>
</ref>
<ref id="B126">
<label>126</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vrieze</surname> <given-names>A</given-names>
</name>
<name>
<surname>Van Nood</surname> <given-names>E</given-names>
</name>
<name>
<surname>Holleman</surname> <given-names>F</given-names>
</name>
<name>
<surname>Salojarvi</surname> <given-names>J</given-names>
</name>
<name>
<surname>Kootte</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Bartelsman</surname> <given-names>JF</given-names>
</name>
<etal/>
</person-group>. <article-title>Transfer of intestinal microbiota from lean donors increases insulin sensitivity in individuals with metabolic syndrome</article-title>. <source>Gastroenterology</source> (<year>2012</year>) <volume>143</volume>(<issue>4</issue>):<fpage>913</fpage>&#x2013;<lpage>6.e7</lpage>. doi: <pub-id pub-id-type="doi">10.1053/j.gastro.2012.06.031</pub-id>
</citation>
</ref>
<ref id="B127">
<label>127</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Groot</surname> <given-names>PF</given-names>
</name>
<name>
<surname>Nikolic</surname> <given-names>T</given-names>
</name>
<name>
<surname>Imangaliyev</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bekkering</surname> <given-names>S</given-names>
</name>
<name>
<surname>Duinkerken</surname> <given-names>G</given-names>
</name>
<name>
<surname>Keij</surname> <given-names>FM</given-names>
</name>
<etal/>
</person-group>. <article-title>Oral butyrate does not affect innate immunity and islet autoimmunity in individuals with longstanding type 1 diabetes: a randomised controlled trial</article-title>. <source>Diabetologia</source> (<year>2020</year>) <volume>63</volume>(<issue>3</issue>):<fpage>597</fpage>&#x2013;<lpage>610</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00125-019-05073-8</pub-id>
</citation>
</ref>
<ref id="B128">
<label>128</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>He</surname> <given-names>L</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>R</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>BA</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Fecal microbiota transplantation treatment of autoimmune-mediated type 1 diabetes mellitus</article-title>. <source>Front Immunol</source> (<year>2022</year>) <volume>13</volume>:<elocation-id>930872</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2022.930872</pub-id>
</citation>
</ref>
<ref id="B129">
<label>129</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ridaura</surname> <given-names>VK</given-names>
</name>
<name>
<surname>Faith</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Rey</surname> <given-names>FE</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Duncan</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Kau</surname> <given-names>AL</given-names>
</name>
<etal/>
</person-group>. <article-title>Gut microbiota from twins discordant for obesity modulate metabolism in mice</article-title>. <source>Science</source> (<year>2013</year>) <volume>341</volume>(<issue>6150</issue>):<fpage>1241214</fpage>. doi: <pub-id pub-id-type="doi">10.1126/science.1241214</pub-id>
</citation>
</ref>
<ref id="B130">
<label>130</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Su</surname> <given-names>L</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>T</given-names>
</name>
<name>
<surname>Jian</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Health improvements of type 2 diabetic patients through diet and diet plus fecal microbiota transplantation</article-title>. <source>Sci Rep</source> (<year>2022</year>) <volume>12</volume>(<issue>1</issue>):<fpage>1152</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-022-05127-9</pub-id>
</citation>
</ref>
<ref id="B131">
<label>131</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Gomes</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Souza</surname> <given-names>LC</given-names>
</name>
<name>
<surname>Goes</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Del Fabbro</surname> <given-names>L</given-names>
</name>
<name>
<surname>Filho</surname> <given-names>CB</given-names>
</name>
<name>
<surname>Donato</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Fish oil ameliorates sickness behavior induced by lipopolysaccharide in aged mice through the modulation of kynurenine pathway</article-title>. <source>J Nutr Biochem</source> (<year>2018</year>) <volume>58</volume>:<fpage>37</fpage>&#x2013;<lpage>48</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jnutbio.2018.05.002</pub-id>
</citation>
</ref>
<ref id="B132">
<label>132</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gheorghe</surname> <given-names>A</given-names>
</name>
<name>
<surname>Perez de Heredia</surname> <given-names>F</given-names>
</name>
<name>
<surname>Hunsche</surname> <given-names>C</given-names>
</name>
<name>
<surname>Redondo</surname> <given-names>N</given-names>
</name>
<name>
<surname>Diaz</surname> <given-names>LE</given-names>
</name>
<name>
<surname>Hernandez</surname> <given-names>O</given-names>
</name>
<etal/>
</person-group>. <article-title>Oxidative stress and immunosenescence in spleen of obese mice can be reversed by 2-hydroxyoleic acid</article-title>. <source>Exp Physiol</source> (<year>2017</year>) <volume>102</volume>(<issue>5</issue>):<page-range>533&#x2013;44</page-range>. doi: <pub-id pub-id-type="doi">10.1113/EP086157</pub-id>
</citation>
</ref>
<ref id="B133">
<label>133</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ali</surname> <given-names>S</given-names>
</name>
<name>
<surname>Scapagnini</surname> <given-names>G</given-names>
</name>
<name>
<surname>Davinelli</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Effect of omega-3 fatty acids on the telomere length: A mini meta-analysis of clinical trials</article-title>. <source>Biomol Concepts</source> (<year>2022</year>) <volume>13</volume>(<issue>1</issue>):<fpage>25</fpage>&#x2013;<lpage>33</lpage>. doi: <pub-id pub-id-type="doi">10.1515/bmc-2021-0024</pub-id>
</citation>
</ref>
<ref id="B134">
<label>134</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Dorajoo</surname> <given-names>R</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ong</surname> <given-names>CN</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Effect of plasma polyunsaturated fatty acid levels on leukocyte telomere lengths in the Singaporean Chinese population</article-title>. <source>Nutr J</source> (<year>2020</year>) <volume>19</volume>(<issue>1</issue>):<fpage>119</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12937-020-00626-9</pub-id>
</citation>
</ref>
<ref id="B135">
<label>135</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O'Callaghan</surname> <given-names>N</given-names>
</name>
<name>
<surname>Parletta</surname> <given-names>N</given-names>
</name>
<name>
<surname>Milte</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Benassi-Evans</surname> <given-names>B</given-names>
</name>
<name>
<surname>Fenech</surname> <given-names>M</given-names>
</name>
<name>
<surname>Howe</surname> <given-names>PR</given-names>
</name>
</person-group>. <article-title>Telomere shortening in elderly individuals with mild cognitive impairment may be attenuated with omega-3 fatty acid supplementation: a randomized controlled pilot study</article-title>. <source>Nutrition</source> (<year>2014</year>) <volume>30</volume>(<issue>4</issue>):<page-range>489&#x2013;91</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.nut.2013.09.013</pub-id>
</citation>
</ref>
<ref id="B136">
<label>136</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yore</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Syed</surname> <given-names>I</given-names>
</name>
<name>
<surname>Moraes-Vieira</surname> <given-names>PM</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>T</given-names>
</name>
<name>
<surname>Herman</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Homan</surname> <given-names>EA</given-names>
</name>
<etal/>
</person-group>. <article-title>Discovery of a class of endogenous mammalian lipids with anti-diabetic and anti-inflammatory effects</article-title>. <source>Cell</source> (<year>2014</year>) <volume>159</volume>(<issue>2</issue>):<page-range>318&#x2013;32</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2014.09.035</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>