<?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" article-type="brief-report">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2021.638122</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cellular Senescence Triggers Altered Circadian Clocks With a Prolonged Period and Delayed Phases</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ahmed</surname> <given-names>Rezwana</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1175713/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Nakahata</surname> <given-names>Yasukazu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1114139/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Shinohara</surname> <given-names>Kazuyuki</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/106092/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bessho</surname> <given-names>Yasumasa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/232912/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laboratory of Gene Regulation Research, Division of Biological Science, Graduate School of Science and Technology, Nara Institute of Science and Technology (NAIST)</institution>, <addr-line>Ikoma</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Neurobiology and Behavior, Nagasaki University Graduate School of Biomedical Sciences</institution>, <addr-line>Nagasaki</addr-line>, <country>Japan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Pharmaceutical Sciences, North South University</institution>, <addr-line>Dhaka</addr-line>, <country>Bangladesh</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Takahiro J. Nakamura, Meiji University, Japan</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Hikari Yoshitane, The University of Tokyo, Japan; Yu Tahara, Waseda University, Japan</p></fn>
<corresp id="c001">&#x002A;Correspondence: Yasukazu Nakahata, <email>yasu-nakahata@nagasaki-u.ac.jp</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Sleep and Circadian Rhythms, a section of the journal Frontiers in Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>01</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>15</volume>
<elocation-id>638122</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>12</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>01</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Ahmed, Nakahata, Shinohara and Bessho.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Ahmed, Nakahata, Shinohara and Bessho</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>Senescent cells, which show the permanent growth arrest in response to various forms of stress, accumulate in the body with the progression of age, and are associated with aging and age-associated diseases. Although the senescent cells are growth arrested, they still demonstrate high metabolic rate and altered gene expressions, indicating that senescent cells are still active. We recently showed that the circadian clock properties, namely phase and period of the cells, are altered with the establishment of replicative senescence. However, whether cellular senescence triggers the alteration of circadian clock properties in the cells is still unknown. In this study we show that the oxidative stress-induced premature senescence induces the alterations of the circadian clock, similar to the phenotypes of the replicative senescent cells. We found that the oxidative stress-induced premature senescent cells display the prolonged period and delayed phases. In addition, the magnitude of these changes intensified over time, indicating that cellular senescence changes the circadian clock properties. Our current results corroborate with our previous findings and further confirm that cellular senescence induces altered circadian clock properties, irrespective of the replicative senescence or the stress-induced premature senescence.</p>
</abstract>
<kwd-group>
<kwd>circadian</kwd>
<kwd>clock</kwd>
<kwd>senescence</kwd>
<kwd>aging</kwd>
<kwd>oxidative stress</kwd>
</kwd-group>
<contract-sponsor id="cn001">Japan Society for the Promotion of Science<named-content content-type="fundref-id">10.13039/501100001691</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="83"/>
<page-count count="10"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Cellular senescence is the state of permanent growth arrest of cells. The senescent cells have been found to be accumulated in the body with aging, and have been associated with various age-related diseases, for example, atherosclerosis (<xref ref-type="bibr" rid="B77">Wang and Bennett, 2012</xref>; <xref ref-type="bibr" rid="B18">Childs et al., 2018</xref>; <xref ref-type="bibr" rid="B19">Cho et al., 2020</xref>), osteoarthritis (<xref ref-type="bibr" rid="B36">Jeon et al., 2017</xref>, <xref ref-type="bibr" rid="B37">2019</xref>; <xref ref-type="bibr" rid="B80">Xu et al., 2017</xref>), alveolar lung diseases (<xref ref-type="bibr" rid="B28">Hashimoto et al., 2016</xref>; <xref ref-type="bibr" rid="B65">Schafer et al., 2017</xref>; <xref ref-type="bibr" rid="B32">Houssaini et al., 2018</xref>), and cancer (<xref ref-type="bibr" rid="B58">Parrinello et al., 2005</xref>; <xref ref-type="bibr" rid="B8">Bavik et al., 2006</xref>; <xref ref-type="bibr" rid="B47">Liu and Hornsby, 2007</xref>; <xref ref-type="bibr" rid="B9">Bhatia et al., 2008</xref>; <xref ref-type="bibr" rid="B13">Campisi et al., 2011</xref>; <xref ref-type="bibr" rid="B14">Castro-Vega et al., 2015</xref>; <xref ref-type="bibr" rid="B57">Ortiz-Montero et al., 2017</xref>). Removal of the senescent cells from the body, either using the pharmacologic interventions (<xref ref-type="bibr" rid="B15">Chang et al., 2016</xref>; <xref ref-type="bibr" rid="B81">Yosef et al., 2016</xref>; <xref ref-type="bibr" rid="B3">Baar et al., 2017</xref>; <xref ref-type="bibr" rid="B45">Lehmann et al., 2017</xref>; <xref ref-type="bibr" rid="B65">Schafer et al., 2017</xref>; <xref ref-type="bibr" rid="B11">Bussian et al., 2018</xref>; <xref ref-type="bibr" rid="B83">Zhang et al., 2019</xref>) or genetic ablations (<xref ref-type="bibr" rid="B6">Baker et al., 2011</xref>, <xref ref-type="bibr" rid="B5">2016</xref>; <xref ref-type="bibr" rid="B17">Childs et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Hashimoto et al., 2016</xref>; <xref ref-type="bibr" rid="B11">Bussian et al., 2018</xref>), have recently been reported to lead to the extended healthspan of prematurely and naturally aged mice and also attenuated the already existing diseases in mouse models of disease. Various forms of stress such as excessive cell proliferation, oncogenic stress and extreme DNA damage induce cellular senescence. These different forms of stress lead to the cells having the different types of the cellular senescence, such as the replicative senescence, oncogene-induced senescence and the stress-induced premature senescence. Despite the fact that the various types of the senescent cells are permanently growth arrested, they still have their individual differential transcriptome signatures, and secretory phenotype (<xref ref-type="bibr" rid="B48">Maciel-Baron et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Hernandez-Segura et al., 2017</xref>; <xref ref-type="bibr" rid="B56">Nakao et al., 2020</xref>). Hence it can be postulated that the presence of the replicative senescent cells, oncogene-induced senescent cells, and stress-induced premature senescent cells may affect the physiological systems differentially. <italic>In vivo</italic> it is currently impossible to distinguish between the different types of the senescent cells and the effects they exert (<xref ref-type="bibr" rid="B29">Hernandez-Segura et al., 2017</xref>). Recently, we found that circadian clock properties are altered with replicative senescence. However, whether the alteration of the circadian clock is specific for the replicative senescent cells or is also observed in the other types of senescence programs is still largely known.</p>
<p>The circadian clock, which is an intrinsic time-keeping system of almost all living systems on earth, possesses robust and flexible mechanisms against environmental light/dark condition (<xref ref-type="bibr" rid="B59">Partch et al., 2014</xref>; <xref ref-type="bibr" rid="B7">Bass and Lazar, 2016</xref>; <xref ref-type="bibr" rid="B70">Takahashi, 2017</xref>; <xref ref-type="bibr" rid="B31">Honma, 2018</xref>). However, it has been found that the circadian clock becomes less robust and flexible with aging, both at the animal level (<xref ref-type="bibr" rid="B75">Valentinuzzi et al., 1997</xref>) and also at the tissue levels (<xref ref-type="bibr" rid="B55">Nakamura et al., 2015</xref>). Also, at the cellular level, we recently found that the circadian clock is altered with the establishment of replicative senescence; the circadian period becomes longer, and the peak phases are delayed compared with the proliferative cells (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>). We assume that cellular senescence affects the circadian clock mechanism, but not <italic>vice versa</italic>, since we have reported that the fibroblast cells derived from <italic>Bmal1</italic> knockout mice embryo in which circadian clock is completely disrupted, show the normal senescence process (<xref ref-type="bibr" rid="B54">Nakahata et al., 2018</xref>). Although in our previous paper, we showed that the circadian clock is altered with the establishment of replicative senescence, till date, no evidence has directly demonstrated that cellular senescence <italic>per se</italic> affects the circadian clock mechanism. Hence, in this study, we induce oxidative stress-induced premature senescence of human primary fibroblasts, to investigate whether other types of senescence affect the circadian clock and therefore, confirm that cellular senescence affects the circadian clock, irrespective of the type of senescence.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Cell Culture and H<sub>2</sub>O<sub>2</sub> Treatment</title>
<p>Primary human lung fetal fibroblasts (TIG-3) of Japanese origin were kindly provided by Drs. T. Takumi and T. Akagi. The cells were cultured in DMEM-4.5 g/L glucose (Nacalai Tesque, Japan) supplemented with 10% FBS (Sigma) and antibiotics (100 units/mL penicillin, 100 &#x03BC;g/mL streptomycin, Nacalai Tesque, Japan) at 37&#x00B0;C and 5% CO<sub>2</sub> in a humidified incubator. The proliferative cells used in this study were established in our previous report (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>) which consisted of cells in the passage range of P25-29.</p>
<p>For the induction of oxidative stress-induced premature senescence H<sub>2</sub>O<sub>2</sub> was used as the stressor. The proliferative cells were plated on 6-well plates at the seeding density of 8.5 &#x00D7; 10<sup>4</sup> cells/well on Day-0 (<xref ref-type="fig" rid="F1">Figure 1A</xref>). On Day-1, (i.e., 24 h after plating) cells were incubated with various concentrations of H<sub>2</sub>O<sub>2</sub> (Wako, Japan) as indicated, for 2 h, then rinsed with DMEM twice and incubated for 22 h. Cells treated with equivalent volumes of dH<sub>2</sub>O as H<sub>2</sub>O<sub>2</sub> were considered as controls. This process was repeated on Day-2 and Day-3. Then cells were cultured until Day-9, splitting on Day-4 and Day-7, each time with the seeding density at 8.5 &#x00D7; 10<sup>4</sup> cells/well.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Confirmation of H<sub>2</sub>O<sub>2</sub>-induced premature senescence. <bold>(A)</bold> Scheme of this study. RNA, SA-&#x03B2;-Gal and rhythm mean RNA extraction, SA-&#x03B2;-Gal assay and real-time luciferase monitoring assay, respectively <bold>(B)</bold> Representative pictures of SA-&#x03B2;-Gal positive cells (blue) at Day-9 under control (upper) and 300 &#x03BC;M H<sub>2</sub>O<sub>2</sub>-treated conditions. Scale bars represent 100 &#x03BC;m (micrometer). <bold>(C)</bold> The percentage of SA-&#x03B2;-Gal positive cells were quantified at different concentrations. <bold>(D)</bold> <italic>p21<sup><italic>CIP</italic>1</sup></italic> gene expressions under control or 300 &#x03BC;M H<sub>2</sub>O<sub>2</sub>-treated conditions at indicated days were analyzed by qPCR. The expression level of control condition at Day-5 was set to 1. <bold>(E)</bold> The percentage of SA-&#x03B2;-Gal positive cells under control or 300 &#x03BC;M H<sub>2</sub>O<sub>2</sub>-treated conditions at indicated days were quantified. n.s., not significant, <sup>&#x2217;</sup><italic>p</italic> &#x003C; 0.05, <sup>&#x2217;&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.001, by Student&#x2019;s two-tailed <italic>t</italic> test.</p></caption>
<graphic xlink:href="fnins-15-638122-g001.tif"/>
</fig>
</sec>
<sec id="S2.SS2">
<title>Lentivirus Production and TIG-3 Cells Infection</title>
<p>Lentivirus production was performed as described previously (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>). For infection of the target TIG-3 cells, cells in the Passage range of 25&#x2013;29 in the previous study (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>) were used. The culture medium was replaced with the lentivirus suspension supplemented with 8 &#x03BC;g/ml protamine sulfate (Nacalai Tesque, Japan). 24 h later the cells were washed with PBS once and cultured 2 more days with fresh medium. Infected cells were kept in liquid nitrogen until cells were subjected to experiments.</p>
</sec>
<sec id="S2.SS3">
<title>Senescence-Associated &#x03B2;-Galactosidase Assay (SA-&#x03B2;-Gal Assay), RNA Extraction, qPCR, Real-Time Luciferase Monitoring Assay, and Cosinor Analysis</title>
<p>These methods were described preciously (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>Statistics</title>
<p>Values are reported as mean &#x00B1; SEM. Statistical differences were determined by a Student&#x2019;s two-tailed <italic>t</italic> test. Statistical significance is displayed as <sup>&#x2217;</sup><italic>p</italic> &#x003C; 0.05, <sup>&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.01, or <sup>&#x2217;&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.001.</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Oxidative Stress-Induced Premature Senescence in TIG-3 Cells</title>
<p>In our previous study, we obtained the proliferative and replicative senescent TIG-3 cells by serial passaging and found that senescent TIG-3 cells possess altered circadian clock properties with prolonged period and delayed phase (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>). To address whether the senescence process triggers the alteration of circadian clock properties, we induced the oxidative stress-induced premature senescence using the proliferative cells, which consisted of cells in the Passage range of 25&#x2013;29 in the previous study (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>). In order to induce oxidative stress-induced premature senescence, we chose H<sub>2</sub>O<sub>2</sub>, as it is one of the most widely used stressors and also because it is thought of as a natural inducer of oxidative stress (<xref ref-type="bibr" rid="B73">Toussaint et al., 2000</xref>). To optimize the concentration of H<sub>2</sub>O<sub>2</sub>, we first exposed the cells to varying concentrations of H<sub>2</sub>O<sub>2</sub> for 2 h, performing 3 consecutive H<sub>2</sub>O<sub>2</sub> treatments every 24 h (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Senescent cells are known to exhibit a plethora of features such as enlarged, flattened morphology, increased senescence-associated &#x03B2;-galactosidase (SA-&#x03B2;-Gal) activity (<xref ref-type="bibr" rid="B21">Debacq-Chainiaux et al., 2009</xref>; <xref ref-type="bibr" rid="B40">Khaidizar et al., 2017</xref>), and increased expressions of cell cycle inhibitors (<italic>p16<sup><italic>INK</italic>4<italic>a</italic></sup>, p19<sup><italic>ARF</italic></sup></italic>, and <italic>p21</italic><sup><italic>CIP</italic>1</sup>) (<xref ref-type="bibr" rid="B68">Stein et al., 1999</xref>; <xref ref-type="bibr" rid="B42">Krishnamurthy et al., 2004</xref>; <xref ref-type="bibr" rid="B40">Khaidizar et al., 2017</xref>). Hence on Day-8, the cells were checked for some of the aforementioned features. Starting at 300 &#x03BC;M, the cells appeared to be larger in size and flattened and showed significantly higher percentage of the SA-&#x03B2;-Gal-positive cells compared to the control cells (<xref ref-type="fig" rid="F1">Figures 1B,C</xref>). Higher concentrations also gave correspondingly higher percentage of SA-&#x03B2;-Gal-positive cells, however, increasing number of cell deaths also occurred. As such, we determined that the optimum concentration that could induce significant SA-&#x03B2;-Gal activity was 300 &#x03BC;M (49.3% &#x00B1; 2.9), and this percentage of SA-&#x03B2;-Gal-positive cells was in the same range to that found in the replicative senescent cells, as reported previously (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>).</p>
<p>Next, we sought to characterize the process of the oxidative stress-induced premature senescence after the exposure of TIG-3 cells to H<sub>2</sub>O<sub>2</sub>. To this end, we checked the two senescence features, the cell cycle inhibitor <italic>p21</italic> mRNA expression level and SA-&#x03B2;-Gal activity, at two time points i.e., on Day-5 and Day-8 at 300 &#x03BC;M of H<sub>2</sub>O<sub>2</sub>. On Day-5, both <italic>p21</italic> mRNA expression (<italic>p</italic> = 0.02) and SA-&#x03B2;-Gal positive cells (<italic>p</italic> = 4.8 &#x00D7; 10<sup>&#x2013;8</sup>) in the H<sub>2</sub>O<sub>2</sub>-treated cells were increased compared to the control cells (<xref ref-type="fig" rid="F1">Figures 1D,E</xref>). As expected, on Day-8 both senescence features were significantly higher in H<sub>2</sub>O<sub>2</sub>-treated cells (<italic>p</italic> = 0.01 and 5.5 &#x00D7; 10<sup>&#x2013;5</sup> for <italic>p21</italic> mRNA expression and SA-&#x03B2;-Gal positive cells, respectively). Intriguingly, <italic>p21</italic> expression levels were comparable in H<sub>2</sub>O<sub>2</sub>-treated cells between Day-5 and Day-8 (<italic>p</italic> = 0.77, <xref ref-type="fig" rid="F1">Figure 1D</xref>), whereas SA-&#x03B2;-Gal positive cells on Day-8 was significantly higher than that on Day-5 (<italic>p</italic> = 1.6 &#x00D7; 10<sup>&#x2013;12</sup>, <xref ref-type="fig" rid="F1">Figure 1E</xref>). These results indicate that the cells start ceasing proliferation almost immediately after exposure to the stressor H<sub>2</sub>O<sub>2</sub>, however, the development of the oxidative stress-induced premature senescence process is gradual, the intensity of which increases with time.</p>
</sec>
<sec id="S3.SS2">
<title>Alteration of Circadian Clock Characteristics in the Oxidative Stress-Induced Premature Senescent TIG-3 Cells</title>
<p>Next we assessed the changes in the circadian clock properties of the cells, both at Day-5 and Day-9, compared to the control cells. For this purpose, we used the TIG-3 cells lentivirally infected with the <italic>bmal1</italic> promoter-driven luciferase gene (<xref ref-type="bibr" rid="B10">Brown et al., 2005</xref>). The infected cells were synchronized with dexamethasone and were subjected to real-time luciferase assay. As shown in <xref ref-type="fig" rid="F2">Figure 2A</xref>, the circadian oscillation patterns of the control cells both on Day-5 and Day-9 were very close to each other (see <xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 1</xref> for raw data of oscillation patterns). Intriguingly, the oscillation pattern of H<sub>2</sub>O<sub>2</sub>-treated cells on Day-5, which have already shown senescent features (<xref ref-type="fig" rid="F1">Figures 1D,E</xref>), was similar to those of control cells, suggesting that circadian clock is intact in Day-5 senescent cells. On the contrary, the oscillation pattern of the H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9 was shifted to the right (<xref ref-type="fig" rid="F2">Figure 2A</xref>), suggesting the alteration of the circadian clock i.e., a delay in their clock timings. In order to more precisely check the timings of the cells, the trough times of the cells on Day-5 and Day-9 were extracted. For the cells on Day-5, the 1st trough times were 28.87 &#x00B1; 0.35 h and 29.57 &#x00B1; 0.39 h for the control cells and H<sub>2</sub>O<sub>2</sub>-treated cells, respectively, with no statistically significant difference (<italic>p</italic> = 0.19, <xref ref-type="fig" rid="F2">Figure 2B</xref>). For the cells on Day-9, the 1st trough times were 29.65 &#x00B1; 0.17 h and 32.34 &#x00B1; 0.11 h for the control cells and H<sub>2</sub>O<sub>2</sub>-treated cells, respectively, with statistically significant difference (<italic>p</italic> = 1.5 &#x00D7; 10<sup>&#x2013;11</sup>). For the 2nd trough times, the control cells at Day-5 showed 53.15 &#x00B1; 0.37 h while the H<sub>2</sub>O<sub>2</sub>-treated cells showed 54.78 &#x00B1; 0.48 h, with statistically significant difference (<italic>p</italic> = 0.01). For the Day-9 cells, the 2nd trough times were 53.94 &#x00B1; 0.23 h and 59.09 &#x00B1; 0.60 h, for the control cells and H<sub>2</sub>O<sub>2</sub>-treated cells, respectively, with statistically significant difference (<italic>p</italic> = 4.4 &#x00D7; 10<sup>&#x2013;8</sup>). We then compared intra-group trough times of the cells between Day-5 and Day-9. As expected, there were no differences of 1st and 2nd trough times in the control cells. On the other hand, for 1st trough times in H<sub>2</sub>O<sub>2</sub>-treated cells, the cells at Day-5 showed 29.57 &#x00B1; 0.39 h while the cells at Day-9 showed 32.34 &#x00B1; 0.11 h, with statistically significant difference (<italic>p</italic> = 1.9 &#x00D7; 10<sup>&#x2013;6</sup>). Also, for 2nd trough times in H<sub>2</sub>O<sub>2</sub>-treated cells, the cells at Day-5 showed 54.78 &#x00B1; 0.48 h and the cells at Day-9 showed 59.09 &#x00B1; 0.60 h, with statistically significant difference (<italic>p</italic> = 1.0 &#x00D7; 10<sup>&#x2013;5</sup>). These results indicate that the H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9, with the higher level of the senescent features, consistently displayed the delayed trough timings, which is in accordance with the replicative senescent cells reported in our previous study (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>). Meanwhile, the trough timings of H<sub>2</sub>O<sub>2</sub>-treated cells on Day-5, with the milder level of the senescent features, were similar to those of control cells, which suggests that the alteration of circadian clock by H<sub>2</sub>O<sub>2</sub> on Day-5 is much milder than that on Day-9.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Alteration of circadian clock in H<sub>2</sub>O<sub>2</sub>-induced premature senescent cells at Day-9 was observed. <bold>(A)</bold> Relative oscillation patterns of luciferase of control and 300 &#x03BC;M H<sub>2</sub>O<sub>2</sub>-treated cells at Day-5 and -9 were monitored by using a real-time luciferase monitoring system. Lowest intensity of each sample was set to &#x2013;1. <bold>(B)</bold> Box-whisker plots of trough-times are displayed. Values are mean &#x00B1; SEM. <bold>(C,D)</bold> Box-whisker plots of period lengths <bold>(C)</bold> and damping ratio <bold>(D)</bold> in cells with control and H<sub>2</sub>O<sub>2</sub>-treated cells at Day-5 and -9 are displayed. Values are mean &#x00B1; SEM. <sup>&#x2217;</sup><italic>p</italic> &#x003C; 0.05, <sup>&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.01, and <sup>&#x2217;&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.001, by Student&#x2019;s two-tailed <italic>t</italic> test.</p></caption>
<graphic xlink:href="fnins-15-638122-g002.tif"/>
</fig>
<p>We further checked the period and damping rate of the cells on Day-5 and Day-9 (<xref ref-type="fig" rid="F2">Figures 2C,D</xref>). Period was calculated as time difference between 1st and 2nd trough times. For the cells on Day-5, the period length of the control cells was 24.25 &#x00B1; 0.17 h and that of the H<sub>2</sub>O<sub>2</sub>-treated cells was 25.21 &#x00B1; 0.21 h, <italic>p</italic> = 0.002, with a period extension of 0.96 h in the H<sub>2</sub>O<sub>2</sub>-treated cells. For the cells at Day-9, the period of the control cells was 24.29 &#x00B1; 0.19 h while that of the H<sub>2</sub>O<sub>2</sub>-treated cells was 26.74 &#x00B1; 0.55 h, <italic>p</italic> = 2.8 &#x00D7; 10<sup>&#x2013;4</sup>, with a period extension of 2.45 h. Furthermore, the period of the H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9 was 1.53 h longer than that on Day-5, with statistically significant different (<italic>p</italic> = 0.011). In case of the damping rate of the circadian oscillation patterns of the cells, Day-5 cells did not show any significant difference in their damping rates, for both the control and H<sub>2</sub>O<sub>2</sub>-treated cells (<xref ref-type="fig" rid="F2">Figure 2D</xref>). For the cells of Day-9, the oscillation pattern of the H<sub>2</sub>O<sub>2</sub>-treated cells damped down more than the control cells, <italic>p</italic> = 0.015. Also, the damping of the H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9 damped down more than that on Day-5, <italic>p</italic> = 0.044. Collectively, the period changes and damping rates suggest that the H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9 display the higher intensity alterations of the circadian clock properties, although period changes start with the initiation of the process of oxidative stress-induced premature senescence.</p>
<p>To confirm the above results, we also analyzed the data of <xref ref-type="fig" rid="F2">Figure 2</xref> mathematically using the Cosinor software (<xref ref-type="supplementary-material" rid="FS2">Supplementary Figure 2</xref>). For the period, control cells on Day-5 had the period of 23.70 &#x00B1; 0.21 h while the H<sub>2</sub>O<sub>2</sub>-treated cells had period of 25.99 &#x00B1; 0.14 h, <italic>p</italic> = 2.6 &#x00D7; 10<sup>&#x2013;9</sup>; for Day-9 cells, the period of the control cells was 25.03 &#x00B1; 0.16 h while that of the H<sub>2</sub>O<sub>2</sub>-treated cells was 26.85 &#x00B1; 0.19 h, <italic>p</italic> = 2.5 &#x00D7; 10<sup>&#x2013;7</sup> (<xref ref-type="supplementary-material" rid="FS2">Supplementary Figure 2A</xref>), both of which are consistent with the manual extraction of the period data (<xref ref-type="fig" rid="F2">Figure 2</xref>). Again, the period of H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9 was significantly longer than that on Day-5, <italic>p</italic> = 0.001. In case of the acrophase, on Day-5, the control cells had an acrophase of &#x2212;320.00 &#x00B1; 5.76 while the H<sub>2</sub>O<sub>2</sub>-treated cells had an acrophase of &#x2212;317.69 &#x00B1; 5.00, with no statistically significant difference (<italic>p</italic> = 0.77, <xref ref-type="supplementary-material" rid="FS2">Supplementary Figure 2B</xref>), indicating that there is no phase delay between the cells at the beginning of the oxidative senescence development. On Day-9, the control cells had an acrophase of &#x2212;322.25 &#x00B1; 2.36, which was comparable to those of Day-5, while the H<sub>2</sub>O<sub>2</sub>-treated cells had an acrophase of &#x2212;356.64 &#x00B1; 1.06, <italic>p</italic> = 2.0 &#x00D7; 10<sup>&#x2013;11</sup> (<xref ref-type="supplementary-material" rid="FS2">Supplementary Figure 2B</xref>), indicating phase delay on Day-9 in accordance with <xref ref-type="fig" rid="F2">Figure 2B</xref>. Also, the acrophase of H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9 was significantly different from that on Day-5, <italic>p</italic> = 0.001.</p>
<p>3xH<sub>2</sub>O<sub>2</sub> treatment induced the initiation of cellular senescence easily, however, it altered all the circadian clock properties gradually. Therefore, we conclude that the circadian changes observed in the H<sub>2</sub>O<sub>2</sub>-treated cells are a result of the oxidative stress-induced premature senescence of the cells, not simply an effect of the H<sub>2</sub>O<sub>2</sub> on the cells <italic>per se</italic>.</p>
<p>Finally, endogenous circadian gene expressions in H<sub>2</sub>O<sub>2</sub>-induced senescent cells on Day-9 were analyzed. Similar to our previous results in replicative senescent cells (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>), <italic>PER1</italic>, <italic>PER2</italic>, and <italic>CRY1</italic> mRNAs were downregulated in senescent cells, however, <italic>CRY2</italic>, <italic>REV-ERBa</italic>, and <italic>BMAL1</italic> mRNAs were comparable to control non-senescent cells (<xref ref-type="fig" rid="F3">Figure 3</xref>). These results suggest that not only circadian phenotypes, but also molecular regulations for circadian clock are similar, irrespective of the type of cellular senescence.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>The endogenous circadian clock genes expression level was downregulated in the senescent cells. <italic>PER1</italic>, <italic>PER2</italic>, <italic>CRY1</italic>, <italic>CRY2</italic>, <italic>REV-ERBa</italic>, and <italic>BMAL1</italic> mRNAs in unsynchronized cells were analyzed by qPCR. Each sample was normalized by 18S rRNA. Expression levels of each gene in control cells were set to 1. <sup>&#x2217;</sup><italic>p</italic> &#x003C; 0.05, <sup>&#x2217;&#x2217;&#x2217;</sup><italic>p</italic> &#x003C; 0.01, by Student&#x2019;s two-tailed <italic>t</italic> test.</p></caption>
<graphic xlink:href="fnins-15-638122-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<p>In this study, we revealed that the oxidative stress-induced premature senescence triggers the alteration of circadian clock properties, that is, the delayed phase and period extension. Also, we have recently reported that the period and phase of circadian clock in the replicative senescent cells was prolonged and delayed compared to the proliferative cells, respectively (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>). Based on our findings, we propose that cellular senescence induces the period extension and delayed phase of circadian clock properties by similar molecular mechanisms, irrespective of the replicative senescence or the oxidative stress-induced premature senescence.</p>
<p>In aged organisms, in addition to the replicative senescent cells, the stress-induced premature senescent cells occupy a major portion of the senescent cells (<xref ref-type="bibr" rid="B12">Campisi, 2005</xref>; <xref ref-type="bibr" rid="B41">Khapre et al., 2011</xref>). Oxidative stress is one of the strongest contributors of stress-induced premature senescence and is likely one of the major mediators of stress-induced premature senescence <italic>in vivo</italic> (<xref ref-type="bibr" rid="B16">Chen et al., 1995</xref>; <xref ref-type="bibr" rid="B12">Campisi, 2005</xref>; <xref ref-type="bibr" rid="B41">Khapre et al., 2011</xref>). Interestingly, several studies from model animals and humans have demonstrated that aging can also lead to alteration of the circadian clock (<xref ref-type="bibr" rid="B60">Pittendrigh and Daan, 1974</xref>; <xref ref-type="bibr" rid="B79">Witting et al., 1994</xref>; <xref ref-type="bibr" rid="B75">Valentinuzzi et al., 1997</xref>; <xref ref-type="bibr" rid="B76">Van Someren, 2000</xref>; <xref ref-type="bibr" rid="B20">Davidson et al., 2008</xref>; <xref ref-type="bibr" rid="B67">Sellix et al., 2012</xref>; <xref ref-type="bibr" rid="B50">Mattis and Sehgal, 2016</xref>). These evidence suggest that the attenuation of circadian clock functions with aging is in accordance with the accumulation of the senescent cells <italic>in vivo</italic>. Senolytic drugs (<xref ref-type="bibr" rid="B15">Chang et al., 2016</xref>; <xref ref-type="bibr" rid="B81">Yosef et al., 2016</xref>; <xref ref-type="bibr" rid="B45">Lehmann et al., 2017</xref>) which selectively eliminate senescent cells, or transgenic mice, such as INK-ATTAC (<xref ref-type="bibr" rid="B6">Baker et al., 2011</xref>) and p16-3MR mice (<xref ref-type="bibr" rid="B22">Demaria et al., 2014</xref>), in which senescent cells can be selectively eliminated in an inducible fashion, will be good strategies to address this hypothesis.</p>
<p>As already discussed in our previous study (<xref ref-type="bibr" rid="B1">Ahmed et al., 2019</xref>), the altered circadian clock properties have also been reported by <xref ref-type="bibr" rid="B55">Nakamura et al. (2015)</xref> using <italic>ex vivo</italic> SCN tissue of old mice. Compared to the consistent results from cellular and tissue levels, results at the organismal level have been controversial, some reports demonstrate prolonged period (<xref ref-type="bibr" rid="B75">Valentinuzzi et al., 1997</xref>), but others show shortened period (<xref ref-type="bibr" rid="B60">Pittendrigh and Daan, 1974</xref>; <xref ref-type="bibr" rid="B79">Witting et al., 1994</xref>). Aging phenotype is the result of complex intra- and inter-organ communications and individual contributions of different factors to total aging phenotype are still unknown. This is probably the reason for the controversial reports at the organismal level. Further investigations to unravel individual factors affecting total aging phenotype will be required.</p>
<p>We concluded in this study that 3&#x00D7;H<sub>2</sub>O<sub>2</sub>-treated cells on Day-5 have already entered the senescent phase, because of the high expression and level of <italic>p21</italic> mRNA and SA-b-Gal activity, respectively (<xref ref-type="fig" rid="F1">Figures 1D,E</xref>), and H<sub>2</sub>O<sub>2</sub>-treated cells on Day-9 were more maturated. Meanwhile the alteration of circadian clock properties in H<sub>2</sub>O<sub>2</sub>-treated cells on Day-5 occurred only in terms of the period prolongation, and on Day-9 the period was much longer than that on Day-5. Intriguingly, phase and damping rate were altered only on Day-9, suggesting that molecular mechanisms of the period prolongation and delayed-phase/damping are independent. These results also suggest that the molecular mechanisms in circadian period regulations are vulnerable to cellular senescence, while the molecular mechanisms in circadian phase regulations are more robust than those in period regulations. Compared to our 3xH<sub>2</sub>O<sub>2</sub> treatment, acute single H<sub>2</sub>O<sub>2</sub> treatment with high dose has been reported to alter circadian clock properties; H<sub>2</sub>O<sub>2</sub> treatment resets circadian clock mediated by the dimerization of BMAL1 and HSF1 (<xref ref-type="bibr" rid="B71">Tamaru et al., 2013</xref>), induces phase changes of circadian clock in mouse embryonic fibroblast (MEF) cells and mouse peripheral tissues (<xref ref-type="bibr" rid="B69">Tahara et al., 2016</xref>), increases the amplitude of circadian clock by activating NRF2 following <italic>Cry1</italic> expression in stable Per2:Luc reporter MEF cells (<xref ref-type="bibr" rid="B78">Wible et al., 2018</xref>), elicits phase-dependent PER2 degradation and circadian phase shifts in mouse fibroblasts (<xref ref-type="bibr" rid="B61">Putker et al., 2018</xref>), and shortens the circadian period by downregulating <italic>Rev-erva/b</italic> mRNAs via the activation of PRX2/STAT3 pathway in stable Bmal1:dLuc reporter NIH3T3 cells (<xref ref-type="bibr" rid="B38">Ji et al., 2019</xref>). These circadian phenotypes triggered by acute H<sub>2</sub>O<sub>2</sub> are different from our current results, thereby indicating that the circadian phenotypes observed in our study are a result of the oxidative stress-induced premature senescence of the cells, not simply an effect of the H<sub>2</sub>O<sub>2</sub> on circadian clock <italic>per se</italic>.</p>
<p><xref ref-type="bibr" rid="B46">Li et al. (2020)</xref> have recently reported that increased non-genetic variation in gene expression predominantly drives circadian period prolongation in clonal cell lines (<xref ref-type="bibr" rid="B46">Li et al., 2020</xref>). Our studies demonstrated that variations in trough times and periods are larger in replicative/stress-induced premature senescent cells, compared to those in proliferative/control cells. Meanwhile, senescent cells are not homogeneous, they are heterogenous mixture of cells, for example, the percentage of SA-b-Gal positive cells was not 100% (<xref ref-type="fig" rid="F1">Figure 1D</xref>). These data support that variation in circadian gene expression among senescent cells is greater. Furthermore, aging has been associated with increased stochastic transcriptional noise (<xref ref-type="bibr" rid="B4">Bahar et al., 2006</xref>; <xref ref-type="bibr" rid="B23">Enge et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Martinez-Jimenez et al., 2017</xref>; <xref ref-type="bibr" rid="B72">Tang et al., 2019</xref>), therefore, increased transcriptional noise in senescent cells might be one of the causes to induce prolonged circadian period. Analyses of circadian period in single cells and single-cell RNA-sequence will provide an answer for this possibility.</p>
<p>Senescent cells are metabolically active, and increase in the AMP/ATP ratio and decrease in NAD<sup>+</sup> amount have been reported during senescence (<xref ref-type="bibr" rid="B35">James et al., 2015</xref>; <xref ref-type="bibr" rid="B40">Khaidizar et al., 2017</xref>). Increase in the AMP/ATP ratio promotes AMP-activated protein kinase (AMPK), which acts as a sensor of the reduced energetic state and further activates catabolic pathways while inhibiting anabolic ones (<xref ref-type="bibr" rid="B27">Hardie, 2003</xref>; <xref ref-type="bibr" rid="B25">Garcia and Shaw, 2017</xref>). Meanwhile it has been reported that mTOR, which is an intracellular nutrient sensor for high cellular energy state and associated with autophagy, is also upregulated during senescence (<xref ref-type="bibr" rid="B30">Herranz et al., 2015</xref>; <xref ref-type="bibr" rid="B43">Laberge et al., 2015</xref>; <xref ref-type="bibr" rid="B51">Nacarelli and Sell, 2017</xref>). Decrease in NAD<sup>+</sup> amount attenuates enzymatic activities of NAD<sup>+</sup>-dependent enzymes, such as sirtuin family deacetylase (SIRT1-7) and poly (ADP-ribose) polymerases (PARPs) (<xref ref-type="bibr" rid="B33">Imai and Guarente, 2014</xref>, <xref ref-type="bibr" rid="B34">2016</xref>; <xref ref-type="bibr" rid="B66">Schultz and Sinclair, 2016</xref>). Many of aforementioned signaling molecules are reported to regulate circadian clock properties. AMPK is a rhythmically expressed kinase and phosphorylates CK1&#x03B5;, resulting in enhanced phosphorylation and degradation of PER2 (<xref ref-type="bibr" rid="B74">Um et al., 2007</xref>; <xref ref-type="bibr" rid="B64">Sahar and Sassone-Corsi, 2012</xref>) and CRY1 (<xref ref-type="bibr" rid="B44">Lamia et al., 2009</xref>; <xref ref-type="bibr" rid="B64">Sahar and Sassone-Corsi, 2012</xref>; <xref ref-type="bibr" rid="B39">Jordan and Lamia, 2013</xref>). AMPK activation by AMPK agonist, AICAR, or glucose deprivation, increased the circadian period and decreased the amplitude (<xref ref-type="bibr" rid="B44">Lamia et al., 2009</xref>), which are consistent with our finding in senescent cells, although another AMPK agonist metformin shortened circadian period (<xref ref-type="bibr" rid="B74">Um et al., 2007</xref>). mTOR perturbation, such as RNAi knockdown or mTOR inhibitors, lengthened circadian period in fibroblast, SCN, and animal behaviors (<xref ref-type="bibr" rid="B82">Zhang et al., 2009</xref>; <xref ref-type="bibr" rid="B62">Ramanathan et al., 2018</xref>), these reports show opposite effects to our findings. NAD<sup>+</sup> shows rhythmic 24 h oscillation and post-translationally modifies histone H3, BMAL1, PER2 and CLOCK by SIRT1 and PARP1 (<xref ref-type="bibr" rid="B52">Nakahata et al., 2008</xref>; <xref ref-type="bibr" rid="B63">Ramsey et al., 2009</xref>; <xref ref-type="bibr" rid="B2">Asher et al., 2010</xref>). Decrease in NAD<sup>+</sup> by FK866 treatment amplified E-box-regulated circadian genes, such as <italic>per2</italic> and <italic>dbp</italic> mRNAs (<xref ref-type="bibr" rid="B53">Nakahata et al., 2009</xref>). Current study demonstrated that the amplitude of circadian oscillation driven by <italic>bmal1</italic>-promoter was damped more in senescent cells (<xref ref-type="fig" rid="F2">Figure 2D</xref>), which is probably due to the increase in E-box-regulated circadian gene, <italic>rev-erb</italic>, the repressor for <italic>bmal1</italic> gene regulation. Intriguingly, it has been demonstrated that H<sub>2</sub>O<sub>2</sub> decreases intracellular NAD<sup>+</sup> in some primary cells, suggesting that senescent cells in our study also possesses low NAD<sup>+</sup> (<xref ref-type="bibr" rid="B24">Furukawa et al., 2007</xref>; <xref ref-type="bibr" rid="B26">Han et al., 2016</xref>). Evidences mentioned here imply that altered signaling pathways during senescence affects circadian clock properties, however, as far as we know, molecular connections between cellular senescence and circadian clock remain largely uncovered. Therefore, further investigations addressing this will be required to understand, maintain and cure the circadian clock mechanisms in the elderly.</p>
<p>In summary, our results indicate that cellular senescence alters the circadian clock, irrespective of the type of cellular senescence. In aged individuals, disruption of the circadian clock functions has been associated with many age-related diseases, however, the underlying cause of this disruption of the circadian clock was largely unknown. Our novel findings, therefore, open up new avenues to investigate the underlying mechanisms that lead to the disruption of the circadian clock function in aged organisms.</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="S8">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>RA performed experiments and drafted the manuscript. YN performed experiments, designed the overall approach, coordinated the study, and wrote the manuscript. KS contributed to coordination of the study. YB contributed to design and coordination of the study. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by JSPS KAKENHI Grant Number 17K08569 (YN).</p>
</fn>
</fn-group>
<sec id="S8" sec-type="supplementary material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2021.638122/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnins.2021.638122/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image_1.tiff" id="FS1" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image_2.tiff" id="FS2" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahmed</surname> <given-names>R.</given-names></name> <name><surname>Ashimori</surname> <given-names>A.</given-names></name> <name><surname>Iwamoto</surname> <given-names>S.</given-names></name> <name><surname>Matsui</surname> <given-names>T.</given-names></name> <name><surname>Nakahata</surname> <given-names>Y.</given-names></name> <name><surname>Bessho</surname> <given-names>Y.</given-names></name></person-group> (<year>2019</year>). <article-title>Replicative senescent human cells possess altered circadian clocks with a prolonged period and delayed peak-time.</article-title> <source><italic>Aging</italic> (Albany Ny)</source> <volume>11</volume> <fpage>950</fpage>&#x2013;<lpage>973</lpage>. <pub-id pub-id-type="doi">10.18632/aging.101794</pub-id> <pub-id pub-id-type="pmid">30738414</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Asher</surname> <given-names>G.</given-names></name> <name><surname>Reinke</surname> <given-names>H.</given-names></name> <name><surname>Altmeyer</surname> <given-names>M.</given-names></name> <name><surname>Gutierrez-Arcelus</surname> <given-names>M.</given-names></name> <name><surname>Hottiger</surname> <given-names>M. O.</given-names></name> <name><surname>Schibler</surname> <given-names>U.</given-names></name></person-group> (<year>2010</year>). <article-title>Poly(ADP-ribose) polymerase 1 participates in the phase entrainment of circadian clocks to feeding.</article-title> <source><italic>Cell</italic></source> <volume>142</volume> <fpage>943</fpage>&#x2013;<lpage>953</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2010.08.016</pub-id> <pub-id pub-id-type="pmid">20832105</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baar</surname> <given-names>M. P.</given-names></name> <name><surname>Brandt</surname> <given-names>R. M.</given-names></name> <name><surname>Putavet</surname> <given-names>D. A.</given-names></name> <name><surname>Klein</surname> <given-names>J. D.</given-names></name> <name><surname>Derks</surname> <given-names>K. W.</given-names></name> <name><surname>Bourgeois</surname> <given-names>B. R.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Targeted <italic>Apoptosis</italic> of senescent cells restores tissue homeostasis in response to chemotoxicity and aging.</article-title> <source><italic>Cell</italic></source> <volume>169</volume> <fpage>132</fpage>&#x2013;<lpage>147.e116</lpage>.</citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bahar</surname> <given-names>R.</given-names></name> <name><surname>Hartmann</surname> <given-names>C. H.</given-names></name> <name><surname>Rodriguez</surname> <given-names>K. A.</given-names></name> <name><surname>Denny</surname> <given-names>A. D.</given-names></name> <name><surname>Busuttil</surname> <given-names>R. A.</given-names></name> <name><surname>Dolle</surname> <given-names>M. E.</given-names></name><etal/></person-group> (<year>2006</year>). <article-title>Increased cell-to-cell variation in gene expression in ageing mouse heart.</article-title> <source><italic>Nature</italic></source> <volume>441</volume> <fpage>1011</fpage>&#x2013;<lpage>1014</lpage>. <pub-id pub-id-type="doi">10.1038/nature04844</pub-id> <pub-id pub-id-type="pmid">16791200</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baker</surname> <given-names>D. J.</given-names></name> <name><surname>Childs</surname> <given-names>B. G.</given-names></name> <name><surname>Durik</surname> <given-names>M.</given-names></name> <name><surname>Wijers</surname> <given-names>M. E.</given-names></name> <name><surname>Sieben</surname> <given-names>C. J.</given-names></name> <name><surname>Zhong</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Naturally occurring p16(Ink4a)-positive cells shorten healthy lifespan.</article-title> <source><italic>Nature</italic></source> <volume>530</volume> <fpage>184</fpage>&#x2013;<lpage>189</lpage>. <pub-id pub-id-type="doi">10.1038/nature16932</pub-id> <pub-id pub-id-type="pmid">26840489</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baker</surname> <given-names>D. J.</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>N. K.</given-names></name> <name><surname>Childs</surname> <given-names>B. G.</given-names></name> <name><surname>Van De Sluis</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Clearance of p16Ink4a-positive senescent cells delays ageing-associated disorders.</article-title> <source><italic>Nature</italic></source> <volume>479</volume> <fpage>232</fpage>&#x2013;<lpage>236</lpage>. <pub-id pub-id-type="doi">10.1038/nature10600</pub-id> <pub-id pub-id-type="pmid">22048312</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bass</surname> <given-names>J.</given-names></name> <name><surname>Lazar</surname> <given-names>M. A.</given-names></name></person-group> (<year>2016</year>). <article-title>Circadian time signatures of fitness and disease.</article-title> <source><italic>Science</italic></source> <volume>354</volume> <fpage>994</fpage>&#x2013;<lpage>998</lpage>. <pub-id pub-id-type="doi">10.1126/science.aah4965</pub-id> <pub-id pub-id-type="pmid">27885004</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bavik</surname> <given-names>C.</given-names></name> <name><surname>Coleman</surname> <given-names>I.</given-names></name> <name><surname>Dean</surname> <given-names>J. P.</given-names></name> <name><surname>Knudsen</surname> <given-names>B.</given-names></name> <name><surname>Plymate</surname> <given-names>S.</given-names></name> <name><surname>Nelson</surname> <given-names>P. S.</given-names></name></person-group> (<year>2006</year>). <article-title>The gene expression program of prostate fibroblast senescence modulates neoplastic epithelial cell proliferation through paracrine mechanisms.</article-title> <source><italic>Cancer Res.</italic></source> <volume>66</volume> <fpage>794</fpage>&#x2013;<lpage>802</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.can-05-1716</pub-id> <pub-id pub-id-type="pmid">16424011</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhatia</surname> <given-names>B.</given-names></name> <name><surname>Multani</surname> <given-names>A. S.</given-names></name> <name><surname>Patrawala</surname> <given-names>L.</given-names></name> <name><surname>Chen</surname> <given-names>X.</given-names></name> <name><surname>Calhoun-Davis</surname> <given-names>T.</given-names></name> <name><surname>Zhou</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Evidence that senescent human prostate epithelial cells enhance tumorigenicity: cell fusion as a potential mechanism and inhibition by p16INK4a and hTERT.</article-title> <source><italic>Int. J. Cancer</italic></source> <volume>122</volume> <fpage>1483</fpage>&#x2013;<lpage>1495</lpage>. <pub-id pub-id-type="doi">10.1002/ijc.23222</pub-id> <pub-id pub-id-type="pmid">18059027</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname> <given-names>S. A.</given-names></name> <name><surname>Fleury-Olela</surname> <given-names>F.</given-names></name> <name><surname>Nagoshi</surname> <given-names>E.</given-names></name> <name><surname>Hauser</surname> <given-names>C.</given-names></name> <name><surname>Juge</surname> <given-names>C.</given-names></name> <name><surname>Meier</surname> <given-names>C. A.</given-names></name><etal/></person-group> (<year>2005</year>). <article-title>The period length of fibroblast circadian gene expression varies widely among human individuals.</article-title> <source><italic>PLoS Biol.</italic></source> <volume>3</volume>:<issue>e338</issue>. <pub-id pub-id-type="doi">10.1371/journal.pbio.0030338</pub-id> <pub-id pub-id-type="pmid">16167846</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bussian</surname> <given-names>T. J.</given-names></name> <name><surname>Aziz</surname> <given-names>A.</given-names></name> <name><surname>Meyer</surname> <given-names>C. F.</given-names></name> <name><surname>Swenson</surname> <given-names>B. L.</given-names></name> <name><surname>Van Deursen</surname> <given-names>J. M.</given-names></name> <name><surname>Baker</surname> <given-names>D. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Clearance of senescent glial cells prevents tau-dependent pathology and cognitive decline.</article-title> <source><italic>Nature</italic></source> <volume>562</volume> <fpage>578</fpage>&#x2013;<lpage>582</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-018-0543-y</pub-id> <pub-id pub-id-type="pmid">30232451</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campisi</surname> <given-names>J.</given-names></name></person-group> (<year>2005</year>). <article-title>Senescent cells, tumor suppression, and organismal aging: good citizens, bad neighbors.</article-title> <source><italic>Cell</italic></source> <volume>120</volume> <fpage>513</fpage>&#x2013;<lpage>522</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2005.02.003</pub-id> <pub-id pub-id-type="pmid">15734683</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campisi</surname> <given-names>J.</given-names></name> <name><surname>Andersen</surname> <given-names>J. K.</given-names></name> <name><surname>Kapahi</surname> <given-names>P.</given-names></name> <name><surname>Melov</surname> <given-names>S.</given-names></name></person-group> (<year>2011</year>). <article-title>Cellular senescence: a link between cancer and age-related degenerative disease?</article-title> <source><italic>Semin. Cancer Biol.</italic></source> <volume>21</volume> <fpage>354</fpage>&#x2013;<lpage>359</lpage>.</citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castro-Vega</surname> <given-names>L. J.</given-names></name> <name><surname>Jouravleva</surname> <given-names>K.</given-names></name> <name><surname>Ortiz-Montero</surname> <given-names>P.</given-names></name> <name><surname>Liu</surname> <given-names>W. Y.</given-names></name> <name><surname>Galeano</surname> <given-names>J. L.</given-names></name> <name><surname>Romero</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The senescent microenvironment promotes the emergence of heterogeneous cancer stem-like cells.</article-title> <source><italic>Carcinogenesis</italic></source> <volume>36</volume> <fpage>1180</fpage>&#x2013;<lpage>1192</lpage>. <pub-id pub-id-type="doi">10.1093/carcin/bgv101</pub-id> <pub-id pub-id-type="pmid">26168819</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chang</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Shao</surname> <given-names>L.</given-names></name> <name><surname>Laberge</surname> <given-names>R. M.</given-names></name> <name><surname>Demaria</surname> <given-names>M.</given-names></name> <name><surname>Campisi</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Clearance of senescent cells by ABT263 rejuvenates aged hematopoietic stem cells in mice.</article-title> <source><italic>Nat. Med.</italic></source> <volume>22</volume> <fpage>78</fpage>&#x2013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1038/nm.4010</pub-id> <pub-id pub-id-type="pmid">26657143</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Q.</given-names></name> <name><surname>Fischer</surname> <given-names>A.</given-names></name> <name><surname>Reagan</surname> <given-names>J. D.</given-names></name> <name><surname>Yan</surname> <given-names>L. J.</given-names></name> <name><surname>Ames</surname> <given-names>B. N.</given-names></name></person-group> (<year>1995</year>). <article-title>Oxidative DNA damage and senescence of human diploid fibroblast cells.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>92</volume> <fpage>4337</fpage>&#x2013;<lpage>4341</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.92.10.4337</pub-id> <pub-id pub-id-type="pmid">7753808</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Childs</surname> <given-names>B. G.</given-names></name> <name><surname>Baker</surname> <given-names>D. J.</given-names></name> <name><surname>Wijshake</surname> <given-names>T.</given-names></name> <name><surname>Conover</surname> <given-names>C. A.</given-names></name> <name><surname>Campisi</surname> <given-names>J.</given-names></name> <name><surname>Van Deursen</surname> <given-names>J. M.</given-names></name></person-group> (<year>2016</year>). <article-title>Senescent intimal foam cells are deleterious at all stages of atherosclerosis.</article-title> <source><italic>Science</italic></source> <volume>354</volume> <fpage>472</fpage>&#x2013;<lpage>477</lpage>. <pub-id pub-id-type="doi">10.1126/science.aaf6659</pub-id> <pub-id pub-id-type="pmid">27789842</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Childs</surname> <given-names>B. G.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Van Deursen</surname> <given-names>J. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Senescent cells: a therapeutic target for cardiovascular disease.</article-title> <source><italic>J. Clin. Invest.</italic></source> <volume>128</volume> <fpage>1217</fpage>&#x2013;<lpage>1228</lpage>. <pub-id pub-id-type="doi">10.1172/jci95146</pub-id> <pub-id pub-id-type="pmid">29608141</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cho</surname> <given-names>J. H.</given-names></name> <name><surname>Kim</surname> <given-names>E. C.</given-names></name> <name><surname>Son</surname> <given-names>Y.</given-names></name> <name><surname>Lee</surname> <given-names>D. W.</given-names></name> <name><surname>Park</surname> <given-names>Y. S.</given-names></name> <name><surname>Choi</surname> <given-names>J. H.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>CD9 induces cellular senescence and aggravates atherosclerotic plaque formation.</article-title> <source><italic>Cell Death Differ.</italic></source> <volume>27</volume> <fpage>2681</fpage>&#x2013;<lpage>2696</lpage>. <pub-id pub-id-type="doi">10.1038/s41418-020-0537-9</pub-id> <pub-id pub-id-type="pmid">32346137</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davidson</surname> <given-names>A. J.</given-names></name> <name><surname>Yamazaki</surname> <given-names>S.</given-names></name> <name><surname>Arble</surname> <given-names>D. M.</given-names></name> <name><surname>Menaker</surname> <given-names>M.</given-names></name> <name><surname>Block</surname> <given-names>G. D.</given-names></name></person-group> (<year>2008</year>). <article-title>Resetting of central and peripheral circadian oscillators in aged rats.</article-title> <source><italic>Neurobiol. Aging</italic></source> <volume>29</volume> <fpage>471</fpage>&#x2013;<lpage>477</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2006.10.018</pub-id> <pub-id pub-id-type="pmid">17129640</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Debacq-Chainiaux</surname> <given-names>F.</given-names></name> <name><surname>Erusalimsky</surname> <given-names>J. D.</given-names></name> <name><surname>Campisi</surname> <given-names>J.</given-names></name> <name><surname>Toussaint</surname> <given-names>O.</given-names></name></person-group> (<year>2009</year>). <article-title>Protocols to detect senescence-associated beta-galactosidase (SA-betagal) activity, a biomarker of senescent cells in culture and in vivo.</article-title> <source><italic>Nat. Protoc.</italic></source> <volume>4</volume> <fpage>1798</fpage>&#x2013;<lpage>1806</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2009.191</pub-id> <pub-id pub-id-type="pmid">20010931</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Demaria</surname> <given-names>M.</given-names></name> <name><surname>Ohtani</surname> <given-names>N.</given-names></name> <name><surname>Youssef</surname> <given-names>S. A.</given-names></name> <name><surname>Rodier</surname> <given-names>F.</given-names></name> <name><surname>Toussaint</surname> <given-names>W.</given-names></name> <name><surname>Mitchell</surname> <given-names>J. R.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>An essential role for senescent cells in optimal wound healing through secretion of PDGF-AA.</article-title> <source><italic>Dev. Cell</italic></source> <volume>31</volume> <fpage>722</fpage>&#x2013;<lpage>733</lpage>. <pub-id pub-id-type="doi">10.1016/j.devcel.2014.11.012</pub-id> <pub-id pub-id-type="pmid">25499914</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Enge</surname> <given-names>M.</given-names></name> <name><surname>Arda</surname> <given-names>H. E.</given-names></name> <name><surname>Mignardi</surname> <given-names>M.</given-names></name> <name><surname>Beausang</surname> <given-names>J.</given-names></name> <name><surname>Bottino</surname> <given-names>R.</given-names></name> <name><surname>Kim</surname> <given-names>S. K.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Single-cell analysis of human pancreas reveals transcriptional signatures of aging and somatic mutation patterns.</article-title> <source><italic>Cell</italic></source> <volume>171</volume>:<issue>e314</issue>.</citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Furukawa</surname> <given-names>A.</given-names></name> <name><surname>Tada-Oikawa</surname> <given-names>S.</given-names></name> <name><surname>Kawanishi</surname> <given-names>S.</given-names></name> <name><surname>Oikawa</surname> <given-names>S.</given-names></name></person-group> (<year>2007</year>). <article-title>H2O2 accelerates cellular senescence by accumulation of acetylated p53 via decrease in the function of SIRT1 by NAD+ depletion.</article-title> <source><italic>Cell Physiol. Biochem.</italic></source> <volume>20</volume> <fpage>45</fpage>&#x2013;<lpage>54</lpage>.</citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garcia</surname> <given-names>D.</given-names></name> <name><surname>Shaw</surname> <given-names>R. J.</given-names></name></person-group> (<year>2017</year>). <article-title>AMPK: mechanisms of cellular energy sensing and restoration of metabolic balance.</article-title> <source><italic>Mol. Cell</italic></source> <volume>66</volume> <fpage>789</fpage>&#x2013;<lpage>800</lpage>. <pub-id pub-id-type="doi">10.1016/j.molcel.2017.05.032</pub-id> <pub-id pub-id-type="pmid">28622524</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Han</surname> <given-names>X.</given-names></name> <name><surname>Tai</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Zhou</surname> <given-names>J.</given-names></name> <name><surname>Wei</surname> <given-names>X.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>AMPK activation protects cells from oxidative stress-induced senescence via autophagic flux restoration and intracellular NAD(+) elevation.</article-title> <source><italic>Aging Cell</italic></source> <volume>15</volume> <fpage>416</fpage>&#x2013;<lpage>427</lpage>. <pub-id pub-id-type="doi">10.1111/acel.12446</pub-id> <pub-id pub-id-type="pmid">26890602</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hardie</surname> <given-names>D. G.</given-names></name></person-group> (<year>2003</year>). <article-title>Minireview: the AMP-activated protein kinase cascade: the key sensor of cellular energy status.</article-title> <source><italic>Endocrinology</italic></source> <volume>144</volume> <fpage>5179</fpage>&#x2013;<lpage>5183</lpage>. <pub-id pub-id-type="doi">10.1210/en.2003-0982</pub-id> <pub-id pub-id-type="pmid">12960015</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hashimoto</surname> <given-names>M.</given-names></name> <name><surname>Asai</surname> <given-names>A.</given-names></name> <name><surname>Kawagishi</surname> <given-names>H.</given-names></name> <name><surname>Mikawa</surname> <given-names>R.</given-names></name> <name><surname>Iwashita</surname> <given-names>Y.</given-names></name> <name><surname>Kanayama</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Elimination of p19ARF-expressing cells enhances pulmonary function in mice.</article-title> <source><italic>JCI Insight</italic></source> <volume>1</volume>:<issue>e87732</issue>.</citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hernandez-Segura</surname> <given-names>A.</given-names></name> <name><surname>De Jong</surname> <given-names>T. V.</given-names></name> <name><surname>Melov</surname> <given-names>S.</given-names></name> <name><surname>Guryev</surname> <given-names>V.</given-names></name> <name><surname>Campisi</surname> <given-names>J.</given-names></name> <name><surname>Demaria</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <article-title>Unmasking transcriptional heterogeneity in senescent cells.</article-title> <source><italic>Curr. Biol.</italic></source> <volume>27</volume> <fpage>2652</fpage>&#x2013;<lpage>2660.e2654</lpage>.</citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herranz</surname> <given-names>N.</given-names></name> <name><surname>Gallage</surname> <given-names>S.</given-names></name> <name><surname>Mellone</surname> <given-names>M.</given-names></name> <name><surname>Wuestefeld</surname> <given-names>T.</given-names></name> <name><surname>Klotz</surname> <given-names>S.</given-names></name> <name><surname>Hanley</surname> <given-names>C. J.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>mTOR regulates MAPKAPK2 translation to control the senescence-associated secretory phenotype.</article-title> <source><italic>Nat. Cell Biol.</italic></source> <volume>17</volume> <fpage>1205</fpage>&#x2013;<lpage>1217</lpage>. <pub-id pub-id-type="doi">10.1038/ncb3225</pub-id> <pub-id pub-id-type="pmid">26280535</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Honma</surname> <given-names>S.</given-names></name></person-group> (<year>2018</year>). <article-title>The mammalian circadian system: a hierarchical multi-oscillator structure for generating circadian rhythm.</article-title> <source><italic>J. Physiol. Sci.</italic></source> <volume>68</volume> <fpage>207</fpage>&#x2013;<lpage>219</lpage>. <pub-id pub-id-type="doi">10.1007/s12576-018-0597-5</pub-id> <pub-id pub-id-type="pmid">29460036</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Houssaini</surname> <given-names>A.</given-names></name> <name><surname>Breau</surname> <given-names>M.</given-names></name> <name><surname>Kebe</surname> <given-names>K.</given-names></name> <name><surname>Abid</surname> <given-names>S.</given-names></name> <name><surname>Marcos</surname> <given-names>E.</given-names></name> <name><surname>Lipskaia</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>mTOR pathway activation drives lung cell senescence and emphysema.</article-title> <source><italic>JCI Insight</italic></source> <volume>3</volume>:<issue>e93203</issue>.</citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Imai</surname> <given-names>S.</given-names></name> <name><surname>Guarente</surname> <given-names>L.</given-names></name></person-group> (<year>2014</year>). <article-title>NAD+ and sirtuins in aging and disease.</article-title> <source><italic>Trends Cell Biol.</italic></source> <volume>24</volume> <fpage>464</fpage>&#x2013;<lpage>471</lpage>. <pub-id pub-id-type="doi">10.1016/j.tcb.2014.04.002</pub-id> <pub-id pub-id-type="pmid">24786309</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Imai</surname> <given-names>S.</given-names></name> <name><surname>Guarente</surname> <given-names>L.</given-names></name></person-group> (<year>2016</year>). <article-title>It takes two to tango: NAD+ and sirtuins in aging/longevity control.</article-title> <source><italic>npj Aging Mechanisms Dis.</italic></source> <volume>2</volume>:<issue>16017</issue>.</citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>James</surname> <given-names>E. L.</given-names></name> <name><surname>Michalek</surname> <given-names>R. D.</given-names></name> <name><surname>Pitiyage</surname> <given-names>G. N.</given-names></name> <name><surname>De Castro</surname> <given-names>A. M.</given-names></name> <name><surname>Vignola</surname> <given-names>K. S.</given-names></name> <name><surname>Jones</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Senescent human fibroblasts show increased glycolysis and redox homeostasis with extracellular metabolomes that overlap with those of irreparable DNA damage, aging, and disease.</article-title> <source><italic>J. Proteome Res.</italic></source> <volume>14</volume> <fpage>1854</fpage>&#x2013;<lpage>1871</lpage>. <pub-id pub-id-type="doi">10.1021/pr501221g</pub-id> <pub-id pub-id-type="pmid">25690941</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeon</surname> <given-names>O. H.</given-names></name> <name><surname>Kim</surname> <given-names>C.</given-names></name> <name><surname>Laberge</surname> <given-names>R. M.</given-names></name> <name><surname>Demaria</surname> <given-names>M.</given-names></name> <name><surname>Rathod</surname> <given-names>S.</given-names></name> <name><surname>Vasserot</surname> <given-names>A. P.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Local clearance of senescent cells attenuates the development of post-traumatic osteoarthritis and creates a pro-regenerative environment.</article-title> <source><italic>Nat. Med.</italic></source> <volume>23</volume> <fpage>775</fpage>&#x2013;<lpage>781</lpage>. <pub-id pub-id-type="doi">10.1038/nm.4324</pub-id> <pub-id pub-id-type="pmid">28436958</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeon</surname> <given-names>O. H.</given-names></name> <name><surname>Wilson</surname> <given-names>D. R.</given-names></name> <name><surname>Clement</surname> <given-names>C. C.</given-names></name> <name><surname>Rathod</surname> <given-names>S.</given-names></name> <name><surname>Cherry</surname> <given-names>C.</given-names></name> <name><surname>Powell</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Senescence cell-associated extracellular vesicles serve as osteoarthritis disease and therapeutic markers.</article-title> <source><italic>JCI Insight</italic></source> <volume>4</volume>:<issue>e125019</issue>.</citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ji</surname> <given-names>G.</given-names></name> <name><surname>Lv</surname> <given-names>K.</given-names></name> <name><surname>Chen</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> <name><surname>Li</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Hydrogen peroxide modulates clock gene expression via PRX2-STAT3-REV-ERBalpha/beta pathway.</article-title> <source><italic>Free Radic. Biol. Med.</italic></source> <volume>145</volume> <fpage>312</fpage>&#x2013;<lpage>320</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2019.09.036</pub-id> <pub-id pub-id-type="pmid">31585206</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jordan</surname> <given-names>S. D.</given-names></name> <name><surname>Lamia</surname> <given-names>K. A.</given-names></name></person-group> (<year>2013</year>). <article-title>AMPK at the crossroads of circadian clocks and metabolism.</article-title> <source><italic>Mol. Cell Endocrinol.</italic></source> <volume>366</volume> <fpage>163</fpage>&#x2013;<lpage>169</lpage>. <pub-id pub-id-type="doi">10.1016/j.mce.2012.06.017</pub-id> <pub-id pub-id-type="pmid">22750052</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khaidizar</surname> <given-names>F. D.</given-names></name> <name><surname>Nakahata</surname> <given-names>Y.</given-names></name> <name><surname>Kume</surname> <given-names>A.</given-names></name> <name><surname>Sumizawa</surname> <given-names>K.</given-names></name> <name><surname>Kohno</surname> <given-names>K.</given-names></name> <name><surname>Matsui</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Nicotinamide phosphoribosyltransferase delays cellular senescence by upregulating SIRT1 activity and antioxidant gene expression in mouse cells.</article-title> <source><italic>Genes Cells</italic></source> <volume>22</volume> <fpage>982</fpage>&#x2013;<lpage>992</lpage>. <pub-id pub-id-type="doi">10.1111/gtc.12542</pub-id> <pub-id pub-id-type="pmid">29178516</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khapre</surname> <given-names>R. V.</given-names></name> <name><surname>Kondratova</surname> <given-names>A. A.</given-names></name> <name><surname>Susova</surname> <given-names>O.</given-names></name> <name><surname>Kondratov</surname> <given-names>R. V.</given-names></name></person-group> (<year>2011</year>). <article-title>Circadian clock protein BMAL1 regulates cellular senescence in vivo.</article-title> <source><italic>Cell Cycle</italic></source> <volume>10</volume> <fpage>4162</fpage>&#x2013;<lpage>4169</lpage>. <pub-id pub-id-type="doi">10.4161/cc.10.23.18381</pub-id> <pub-id pub-id-type="pmid">22101268</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krishnamurthy</surname> <given-names>J.</given-names></name> <name><surname>Torrice</surname> <given-names>C.</given-names></name> <name><surname>Ramsey</surname> <given-names>M. R.</given-names></name> <name><surname>Kovalev</surname> <given-names>G. I.</given-names></name> <name><surname>Al-Regaiey</surname> <given-names>K.</given-names></name> <name><surname>Su</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2004</year>). <article-title>Ink4a/Arf expression is a biomarker of aging.</article-title> <source><italic>J. Clin. Invest.</italic></source> <volume>114</volume> <fpage>1299</fpage>&#x2013;<lpage>1307</lpage>. <pub-id pub-id-type="doi">10.1172/jci22475</pub-id> <pub-id pub-id-type="pmid">15520862</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laberge</surname> <given-names>R. M.</given-names></name> <name><surname>Sun</surname> <given-names>Y.</given-names></name> <name><surname>Orjalo</surname> <given-names>A. V.</given-names></name> <name><surname>Patil</surname> <given-names>C. K.</given-names></name> <name><surname>Freund</surname> <given-names>A.</given-names></name> <name><surname>Zhou</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>MTOR regulates the pro-tumorigenic senescence-associated secretory phenotype by promoting IL1A translation.</article-title> <source><italic>Nat. Cell Biol.</italic></source> <volume>17</volume> <fpage>1049</fpage>&#x2013;<lpage>1061</lpage>. <pub-id pub-id-type="doi">10.1038/ncb3195</pub-id> <pub-id pub-id-type="pmid">26147250</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lamia</surname> <given-names>K. A.</given-names></name> <name><surname>Sachdeva</surname> <given-names>U. M.</given-names></name> <name><surname>Ditacchio</surname> <given-names>L.</given-names></name> <name><surname>Williams</surname> <given-names>E. C.</given-names></name> <name><surname>Alvarez</surname> <given-names>J. G.</given-names></name> <name><surname>Egan</surname> <given-names>D. F.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>AMPK regulates the circadian clock by cryptochrome phosphorylation and degradation.</article-title> <source><italic>Science</italic></source> <volume>326</volume>:<issue>5951</issue>.</citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lehmann</surname> <given-names>M.</given-names></name> <name><surname>Korfei</surname> <given-names>M.</given-names></name> <name><surname>Mutze</surname> <given-names>K.</given-names></name> <name><surname>Klee</surname> <given-names>S.</given-names></name> <name><surname>Skronska-Wasek</surname> <given-names>W.</given-names></name> <name><surname>Alsafadi</surname> <given-names>H. N.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Senolytic drugs target alveolar epithelial cell function and attenuate experimental lung fibrosis ex vivo.</article-title> <source><italic>Eur. Respir. J.</italic></source> <volume>50</volume>:<issue>1602367</issue>. <pub-id pub-id-type="doi">10.1183/13993003.02367-2016</pub-id> <pub-id pub-id-type="pmid">28775044</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Shan</surname> <given-names>Y.</given-names></name> <name><surname>Desai</surname> <given-names>R. V.</given-names></name> <name><surname>Cox</surname> <given-names>K. H.</given-names></name> <name><surname>Weinberger</surname> <given-names>L. S.</given-names></name> <name><surname>Takahashi</surname> <given-names>J. S.</given-names></name></person-group> (<year>2020</year>). <article-title>Noise-driven cellular heterogeneity in circadian periodicity.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>117</volume> <fpage>10350</fpage>&#x2013;<lpage>10356</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1922388117</pub-id> <pub-id pub-id-type="pmid">32358201</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>D.</given-names></name> <name><surname>Hornsby</surname> <given-names>P. J.</given-names></name></person-group> (<year>2007</year>). <article-title>Senescent human fibroblasts increase the early growth of xenograft tumors via matrix metalloproteinase secretion.</article-title> <source><italic>Cancer Res.</italic></source> <volume>67</volume> <fpage>3117</fpage>&#x2013;<lpage>3126</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.can-06-3452</pub-id> <pub-id pub-id-type="pmid">17409418</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maciel-Baron</surname> <given-names>L. A.</given-names></name> <name><surname>Morales-Rosales</surname> <given-names>S. L.</given-names></name> <name><surname>Aquino-Cruz</surname> <given-names>A. A.</given-names></name> <name><surname>Triana-Martinez</surname> <given-names>F.</given-names></name> <name><surname>Galvan-Arzate</surname> <given-names>S.</given-names></name> <name><surname>Luna-Lopez</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Senescence associated secretory phenotype profile from primary lung mice fibroblasts depends on the senescence induction stimuli.</article-title> <source><italic>Age (Dordr)</italic></source> <volume>38</volume>:<issue>26</issue>.</citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martinez-Jimenez</surname> <given-names>C. P.</given-names></name> <name><surname>Eling</surname> <given-names>N.</given-names></name> <name><surname>Chen</surname> <given-names>H. C.</given-names></name> <name><surname>Vallejos</surname> <given-names>C. A.</given-names></name> <name><surname>Kolodziejczyk</surname> <given-names>A. A.</given-names></name> <name><surname>Connor</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Aging increases cell-to-cell transcriptional variability upon immune stimulation.</article-title> <source><italic>Science</italic></source> <volume>355</volume> <fpage>1433</fpage>&#x2013;<lpage>1436</lpage>. <pub-id pub-id-type="doi">10.1126/science.aah4115</pub-id> <pub-id pub-id-type="pmid">28360329</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mattis</surname> <given-names>J.</given-names></name> <name><surname>Sehgal</surname> <given-names>A.</given-names></name></person-group> (<year>2016</year>). <article-title>Circadian rhythms, sleep, and disorders of aging.</article-title> <source><italic>Trends Endocrinol. Metab.</italic></source> <volume>27</volume> <fpage>192</fpage>&#x2013;<lpage>203</lpage>. <pub-id pub-id-type="doi">10.1016/j.tem.2016.02.003</pub-id> <pub-id pub-id-type="pmid">26947521</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nacarelli</surname> <given-names>T.</given-names></name> <name><surname>Sell</surname> <given-names>C.</given-names></name></person-group> (<year>2017</year>). <article-title>Targeting metabolism in cellular senescence, a role for intervention.</article-title> <source><italic>Mol. Cell Endocrinol.</italic></source> <volume>455</volume> <fpage>83</fpage>&#x2013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1016/j.mce.2016.08.049</pub-id> <pub-id pub-id-type="pmid">27591812</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakahata</surname> <given-names>Y.</given-names></name> <name><surname>Kaluzova</surname> <given-names>M.</given-names></name> <name><surname>Grimaldi</surname> <given-names>B.</given-names></name> <name><surname>Sahar</surname> <given-names>S.</given-names></name> <name><surname>Hirayama</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>The NAD+-dependent deacetylase SIRT1 modulates CLOCK-mediated chromatin remodeling and circadian control.</article-title> <source><italic>Cell</italic></source> <volume>134</volume> <fpage>329</fpage>&#x2013;<lpage>340</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2008.07.002</pub-id> <pub-id pub-id-type="pmid">18662547</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakahata</surname> <given-names>Y.</given-names></name> <name><surname>Sahar</surname> <given-names>S.</given-names></name> <name><surname>Astarita</surname> <given-names>G.</given-names></name> <name><surname>Kaluzova</surname> <given-names>M.</given-names></name> <name><surname>Sassone-Corsi</surname> <given-names>P.</given-names></name></person-group> (<year>2009</year>). <article-title>Circadian control of the NAD+ salvage pathway by CLOCK-SIRT1.</article-title> <source><italic>Science</italic></source> <volume>324</volume> <fpage>654</fpage>&#x2013;<lpage>657</lpage>. <pub-id pub-id-type="doi">10.1126/science.1170803</pub-id> <pub-id pub-id-type="pmid">19286518</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakahata</surname> <given-names>Y.</given-names></name> <name><surname>Yasukawa</surname> <given-names>S.</given-names></name> <name><surname>Khaidizar</surname> <given-names>F. D.</given-names></name> <name><surname>Shimba</surname> <given-names>S.</given-names></name> <name><surname>Matsui</surname> <given-names>T.</given-names></name> <name><surname>Bessho</surname> <given-names>Y.</given-names></name></person-group> (<year>2018</year>). <article-title>Bmal1-deficient mouse fibroblast cells do not provide premature cellular senescence in vitro.</article-title> <source><italic>Chronobiol. Int.</italic></source> <volume>35</volume> <fpage>730</fpage>&#x2013;<lpage>738</lpage>. <pub-id pub-id-type="doi">10.1080/07420528.2018.1430038</pub-id> <pub-id pub-id-type="pmid">29372841</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakamura</surname> <given-names>T. J.</given-names></name> <name><surname>Nakamura</surname> <given-names>W.</given-names></name> <name><surname>Tokuda</surname> <given-names>I. T.</given-names></name> <name><surname>Ishikawa</surname> <given-names>T.</given-names></name> <name><surname>Kudo</surname> <given-names>T.</given-names></name> <name><surname>Colwell</surname> <given-names>C. S.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Age-related changes in the circadian system unmasked by constant conditions.</article-title> <source><italic>eNeuro</italic></source> <volume>2</volume>:<issue>ENEURO.0064-15.2015</issue>.</citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakao</surname> <given-names>M.</given-names></name> <name><surname>Tanaka</surname> <given-names>H.</given-names></name> <name><surname>Koga</surname> <given-names>T.</given-names></name></person-group> (<year>2020</year>). <article-title>Cellular senescence variation by metabolic and epigenomic remodeling.</article-title> <source><italic>Trends Cell Biol.</italic></source> <volume>30</volume> <fpage>919</fpage>&#x2013;<lpage>922</lpage>. <pub-id pub-id-type="doi">10.1016/j.tcb.2020.08.009</pub-id> <pub-id pub-id-type="pmid">32978041</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ortiz-Montero</surname> <given-names>P.</given-names></name> <name><surname>Londono-Vallejo</surname> <given-names>A.</given-names></name> <name><surname>Vernot</surname> <given-names>J. P.</given-names></name></person-group> (<year>2017</year>). <article-title>Senescence-associated IL-6 and IL-8 cytokines induce a self- and cross-reinforced senescence/inflammatory milieu strengthening tumorigenic capabilities in the MCF-7 breast cancer cell line.</article-title> <source><italic>Cell Commun. Signal.</italic></source> <volume>15</volume>:<issue>17</issue>.</citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Parrinello</surname> <given-names>S.</given-names></name> <name><surname>Coppe</surname> <given-names>J. P.</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> (<year>2005</year>). <article-title>Stromal-epithelial interactions in aging and cancer: senescent fibroblasts alter epithelial cell differentiation.</article-title> <source><italic>J. Cell Sci.</italic></source> <volume>118</volume> <fpage>485</fpage>&#x2013;<lpage>496</lpage>. <pub-id pub-id-type="doi">10.1242/jcs.01635</pub-id> <pub-id pub-id-type="pmid">15657080</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Partch</surname> <given-names>C. L.</given-names></name> <name><surname>Green</surname> <given-names>C. B.</given-names></name> <name><surname>Takahashi</surname> <given-names>J. S.</given-names></name></person-group> (<year>2014</year>). <article-title>Molecular architecture of the mammalian circadian clock.</article-title> <source><italic>Trends Cell Biol.</italic></source> <volume>24</volume> <fpage>90</fpage>&#x2013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1016/j.tcb.2013.07.002</pub-id> <pub-id pub-id-type="pmid">23916625</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pittendrigh</surname> <given-names>C. S.</given-names></name> <name><surname>Daan</surname> <given-names>S.</given-names></name></person-group> (<year>1974</year>). <article-title>Circadian oscillations in rodents: a systematic increase of their frequency with age.</article-title> <source><italic>Science</italic></source> <volume>186</volume> <fpage>548</fpage>&#x2013;<lpage>550</lpage>. <pub-id pub-id-type="doi">10.1126/science.186.4163.548</pub-id> <pub-id pub-id-type="pmid">4469680</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Putker</surname> <given-names>M.</given-names></name> <name><surname>Crosby</surname> <given-names>P.</given-names></name> <name><surname>Feeney</surname> <given-names>K. A.</given-names></name> <name><surname>Hoyle</surname> <given-names>N. P.</given-names></name> <name><surname>Costa</surname> <given-names>A. S. H.</given-names></name> <name><surname>Gaude</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Mammalian circadian period, but not phase and amplitude, is robust against redox and metabolic perturbations.</article-title> <source><italic>Antioxid. Redox Signal.</italic></source> <volume>28</volume> <fpage>507</fpage>&#x2013;<lpage>520</lpage>. <pub-id pub-id-type="doi">10.1089/ars.2016.6911</pub-id> <pub-id pub-id-type="pmid">28506121</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramanathan</surname> <given-names>C.</given-names></name> <name><surname>Kathale</surname> <given-names>N. D.</given-names></name> <name><surname>Liu</surname> <given-names>D.</given-names></name> <name><surname>Lee</surname> <given-names>C.</given-names></name> <name><surname>Freeman</surname> <given-names>D. A.</given-names></name> <name><surname>Hogenesch</surname> <given-names>J. B.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>mTOR signaling regulates central and peripheral circadian clock function.</article-title> <source><italic>PLoS Genet.</italic></source> <volume>14</volume>:<issue>e1007369</issue>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1007369</pub-id> <pub-id pub-id-type="pmid">29750810</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramsey</surname> <given-names>K. M.</given-names></name> <name><surname>Yoshino</surname> <given-names>J.</given-names></name> <name><surname>Brace</surname> <given-names>C. S.</given-names></name> <name><surname>Abrassart</surname> <given-names>D.</given-names></name> <name><surname>Kobayashi</surname> <given-names>Y.</given-names></name> <name><surname>Marcheva</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Circadian clock feedback cycle through NAMPT-mediated NAD+ biosynthesis.</article-title> <source><italic>Science</italic></source> <volume>324</volume> <fpage>651</fpage>&#x2013;<lpage>654</lpage>. <pub-id pub-id-type="doi">10.1126/science.1171641</pub-id> <pub-id pub-id-type="pmid">19299583</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sahar</surname> <given-names>S.</given-names></name> <name><surname>Sassone-Corsi</surname> <given-names>P.</given-names></name></person-group> (<year>2012</year>). <article-title>Regulation of metabolism: the circadian clock dictates the time.</article-title> <source><italic>Trends Endocrinol. Metab.</italic></source> <volume>23</volume> <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.tem.2011.10.005</pub-id> <pub-id pub-id-type="pmid">22169754</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schafer</surname> <given-names>M. J.</given-names></name> <name><surname>White</surname> <given-names>T. A.</given-names></name> <name><surname>Iijima</surname> <given-names>K.</given-names></name> <name><surname>Haak</surname> <given-names>A. J.</given-names></name> <name><surname>Ligresti</surname> <given-names>G.</given-names></name> <name><surname>Atkinson</surname> <given-names>E. J.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Cellular senescence mediates fibrotic pulmonary disease.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>8</volume>:<issue>14532</issue>.</citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schultz</surname> <given-names>M. B.</given-names></name> <name><surname>Sinclair</surname> <given-names>D. A.</given-names></name></person-group> (<year>2016</year>). <article-title>Why NAD+ declines during aging: it&#x2019;s destroyed.</article-title> <source><italic>Cell Metab.</italic></source> <volume>23</volume> <fpage>965</fpage>&#x2013;<lpage>966</lpage>. <pub-id pub-id-type="doi">10.1016/j.cmet.2016.05.022</pub-id> <pub-id pub-id-type="pmid">27304496</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sellix</surname> <given-names>M. T.</given-names></name> <name><surname>Evans</surname> <given-names>J. A.</given-names></name> <name><surname>Leise</surname> <given-names>T. L.</given-names></name> <name><surname>Castanon-Cervantes</surname> <given-names>O.</given-names></name> <name><surname>Hill</surname> <given-names>D. D.</given-names></name> <name><surname>Delisser</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Aging differentially affects the re-entrainment response of central and peripheral circadian oscillators.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>32</volume> <fpage>16193</fpage>&#x2013;<lpage>16202</lpage>. <pub-id pub-id-type="doi">10.1523/jneurosci.3559-12.2012</pub-id> <pub-id pub-id-type="pmid">23152603</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stein</surname> <given-names>G. H.</given-names></name> <name><surname>Drullinger</surname> <given-names>L. F.</given-names></name> <name><surname>Soulard</surname> <given-names>A.</given-names></name> <name><surname>Duli&#x0107;</surname> <given-names>V.</given-names></name></person-group> (<year>1999</year>). <article-title>Differential roles for cyclin-dependent kinase inhibitors p21 and p16 in the mechanisms of senescence and differentiation in human fibroblasts.</article-title> <source><italic>Mol. Cell Biol.</italic></source> <volume>19</volume> <fpage>2109</fpage>&#x2013;<lpage>2117</lpage>. <pub-id pub-id-type="doi">10.1128/mcb.19.3.2109</pub-id> <pub-id pub-id-type="pmid">10022898</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tahara</surname> <given-names>Y.</given-names></name> <name><surname>Yokota</surname> <given-names>A.</given-names></name> <name><surname>Shiraishi</surname> <given-names>T.</given-names></name> <name><surname>Yamada</surname> <given-names>S.</given-names></name> <name><surname>Haraguchi</surname> <given-names>A.</given-names></name> <name><surname>Shinozaki</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>In vitro and in vivo phase changes of the mouse circadian clock by oxidative stress.</article-title> <source><italic>J. Circadian Rhythms</italic></source> <volume>14</volume> <issue>4</issue>.</citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Takahashi</surname> <given-names>J. S.</given-names></name></person-group> (<year>2017</year>). <article-title>Transcriptional architecture of the mammalian circadian clock.</article-title> <source><italic>Nat. Rev. Genet.</italic></source> <volume>18</volume> <fpage>164</fpage>&#x2013;<lpage>179</lpage>. <pub-id pub-id-type="doi">10.1038/nrg.2016.150</pub-id> <pub-id pub-id-type="pmid">27990019</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tamaru</surname> <given-names>T.</given-names></name> <name><surname>Hattori</surname> <given-names>M.</given-names></name> <name><surname>Ninomiya</surname> <given-names>Y.</given-names></name> <name><surname>Kawamura</surname> <given-names>G.</given-names></name> <name><surname>Vares</surname> <given-names>G.</given-names></name> <name><surname>Honda</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>ROS stress resets circadian clocks to coordinate pro-survival signals.</article-title> <source><italic>PLoS One</italic></source> <volume>8</volume>:<issue>e82006</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0082006</pub-id> <pub-id pub-id-type="pmid">24312621</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>H.</given-names></name> <name><surname>Geng</surname> <given-names>A.</given-names></name> <name><surname>Zhang</surname> <given-names>T.</given-names></name> <name><surname>Wang</surname> <given-names>C.</given-names></name> <name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Mao</surname> <given-names>Z.</given-names></name></person-group> (<year>2019</year>). <article-title>Single senescent cell sequencing reveals heterogeneity in senescent cells induced by telomere erosion.</article-title> <source><italic>Protein Cell</italic></source> <volume>10</volume> <fpage>370</fpage>&#x2013;<lpage>375</lpage>. <pub-id pub-id-type="doi">10.1007/s13238-018-0591-y</pub-id> <pub-id pub-id-type="pmid">30421359</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Toussaint</surname> <given-names>O.</given-names></name> <name><surname>Dumont</surname> <given-names>P.</given-names></name> <name><surname>Dierick</surname> <given-names>J. F.</given-names></name> <name><surname>Pascal</surname> <given-names>T.</given-names></name> <name><surname>Frippiat</surname> <given-names>C.</given-names></name> <name><surname>Chainiaux</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>2000</year>). <article-title>Stress-induced premature senescence. Essence of life, evolution, stress, and aging.</article-title> <source><italic>Ann. N. Y. Acad. Sci.</italic></source> <volume>908</volume> <fpage>85</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1111/j.1749-6632.2000.tb06638.x</pub-id> <pub-id pub-id-type="pmid">10911950</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Um</surname> <given-names>J. H.</given-names></name> <name><surname>Yang</surname> <given-names>S.</given-names></name> <name><surname>Yamazaki</surname> <given-names>S.</given-names></name> <name><surname>Kang</surname> <given-names>H.</given-names></name> <name><surname>Viollet</surname> <given-names>B.</given-names></name> <name><surname>Foretz</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2007</year>). <article-title>Activation of 5&#x2032;-AMP-activated kinase with diabetes drug metformin induces casein kinase Iepsilon (CKIepsilon)-dependent degradation of clock protein mPer2.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>282</volume> <fpage>20794</fpage>&#x2013;<lpage>20798</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.c700070200</pub-id> <pub-id pub-id-type="pmid">17525164</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Valentinuzzi</surname> <given-names>V. S.</given-names></name> <name><surname>Scarbrough</surname> <given-names>K.</given-names></name> <name><surname>Takahashi</surname> <given-names>J. S.</given-names></name> <name><surname>Turek</surname> <given-names>F. W.</given-names></name></person-group> (<year>1997</year>). <article-title>Effects of aging on the circadian rhythm of wheel-running activity in C57BL/6 mice.</article-title> <source><italic>Am. J. Physiol.</italic></source> <volume>273</volume> <fpage>R1957</fpage>&#x2013;<lpage>R1964</lpage>.</citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Someren</surname> <given-names>E. J. W.</given-names></name></person-group> (<year>2000</year>). <article-title>Circadian and sleep disturbances in the elderly.</article-title> <source><italic>Exp. Gerontol.</italic></source> <volume>35</volume> <fpage>1229</fpage>&#x2013;<lpage>1237</lpage>. <pub-id pub-id-type="doi">10.1016/s0531-5565(00)00191-1</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>J. C.</given-names></name> <name><surname>Bennett</surname> <given-names>M.</given-names></name></person-group> (<year>2012</year>). <article-title>Aging and atherosclerosis: mechanisms, functional consequences, and potential therapeutics for cellular senescence.</article-title> <source><italic>Circ. Res.</italic></source> <volume>111</volume> <fpage>245</fpage>&#x2013;<lpage>259</lpage>. <pub-id pub-id-type="doi">10.1161/circresaha.111.261388</pub-id> <pub-id pub-id-type="pmid">22773427</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wible</surname> <given-names>R. S.</given-names></name> <name><surname>Ramanathan</surname> <given-names>C.</given-names></name> <name><surname>Sutter</surname> <given-names>C. H.</given-names></name> <name><surname>Olesen</surname> <given-names>K. M.</given-names></name> <name><surname>Kensler</surname> <given-names>T. W.</given-names></name> <name><surname>Liu</surname> <given-names>A. C.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>NRF2 regulates core and stabilizing circadian clock loops, coupling redox and timekeeping in Mus musculus.</article-title> <source><italic>eLife</italic></source> <volume>7</volume>:<issue>e31656</issue>.</citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Witting</surname> <given-names>W.</given-names></name> <name><surname>Mirmiran</surname> <given-names>M.</given-names></name> <name><surname>Bos</surname> <given-names>N. P.</given-names></name> <name><surname>Swaab</surname> <given-names>D. F.</given-names></name></person-group> (<year>1994</year>). <article-title>The effect of old age on the free-running period of circadian rhythms in rat.</article-title> <source><italic>Chronobiol. Int.</italic></source> <volume>11</volume> <fpage>103</fpage>&#x2013;<lpage>112</lpage>. <pub-id pub-id-type="doi">10.3109/07420529409055896</pub-id> <pub-id pub-id-type="pmid">8033238</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>M.</given-names></name> <name><surname>Bradley</surname> <given-names>E. W.</given-names></name> <name><surname>Weivoda</surname> <given-names>M. M.</given-names></name> <name><surname>Hwang</surname> <given-names>S. M.</given-names></name> <name><surname>Pirtskhalava</surname> <given-names>T.</given-names></name> <name><surname>Decklever</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Transplanted senescent cells induce an osteoarthritis-like condition in mice.</article-title> <source><italic>J. Gerontol. A Biol. Sci. Med. Sci.</italic></source> <volume>72</volume> <fpage>780</fpage>&#x2013;<lpage>785</lpage>.</citation></ref>
<ref id="B81"><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>Tokarsky-Amiel</surname> <given-names>R.</given-names></name> <name><surname>Biran</surname> <given-names>A.</given-names></name> <name><surname>Ovadya</surname> <given-names>Y.</given-names></name> <name><surname>Cohen</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Directed elimination of senescent cells by inhibition of BCL-W and BCL-XL.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>7</volume>:<issue>11190</issue>.</citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>E. E.</given-names></name> <name><surname>Liu</surname> <given-names>A. C.</given-names></name> <name><surname>Hirota</surname> <given-names>T.</given-names></name> <name><surname>Miraglia</surname> <given-names>L. J.</given-names></name> <name><surname>Welch</surname> <given-names>G.</given-names></name> <name><surname>Pongsawakul</surname> <given-names>P. Y.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>A genome-wide RNAi screen for modifiers of the circadian clock in human cells.</article-title> <source><italic>Cell</italic></source> <volume>139</volume> <fpage>199</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2009.08.031</pub-id> <pub-id pub-id-type="pmid">19765810</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>P.</given-names></name> <name><surname>Kishimoto</surname> <given-names>Y.</given-names></name> <name><surname>Grammatikakis</surname> <given-names>I.</given-names></name> <name><surname>Gottimukkala</surname> <given-names>K.</given-names></name> <name><surname>Cutler</surname> <given-names>R. G.</given-names></name> <name><surname>Zhang</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Senolytic therapy alleviates Abeta-associated oligodendrocyte progenitor cell senescence and cognitive deficits in an Alzheimer&#x2019;s disease model.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>22</volume> <fpage>719</fpage>&#x2013;<lpage>728</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-019-0372-9</pub-id> <pub-id pub-id-type="pmid">30936558</pub-id></citation></ref>
</ref-list>
</back>
</article>