<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "journalpublishing3.dtd">
<article xml:lang="en" article-type="research-article" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<?release-delay 0|0?>
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">ETM</journal-id>
<journal-title-group>
<journal-title>Experimental and Therapeutic Medicine</journal-title>
</journal-title-group>
<issn pub-type="ppub">1792-0981</issn>
<issn pub-type="epub">1792-1015</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">ETM-28-1-12563</article-id>
<article-id pub-id-type="doi">10.3892/etm.2024.12563</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Protective effects of astaxanthin on particulate matter 2.5‑induced senescence in HaCaT keratinocytes via maintenance of redox homeostasis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Zhen</surname><given-names>Ao Xuan</given-names></name>
<xref rid="af1-ETM-28-1-12563" ref-type="aff"/>
<xref rid="fn1-ETM-28-1-12563" ref-type="author-notes">&#x002A;</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kang</surname><given-names>Kyoung Ah</given-names></name>
<xref rid="af1-ETM-28-1-12563" ref-type="aff"/>
<xref rid="fn1-ETM-28-1-12563" ref-type="author-notes">&#x002A;</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Piao</surname><given-names>Mei Jing</given-names></name>
<xref rid="af1-ETM-28-1-12563" ref-type="aff"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Madushan Fernando</surname><given-names>Pincha Devage Sameera</given-names></name>
<xref rid="af1-ETM-28-1-12563" ref-type="aff"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lakmini Herath</surname><given-names>Herath Mudiyanselage Udari</given-names></name>
<xref rid="af1-ETM-28-1-12563" ref-type="aff"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Hyun</surname><given-names>Jin Won</given-names></name>
<xref rid="af1-ETM-28-1-12563" ref-type="aff"/>
<xref rid="c1-ETM-28-1-12563" ref-type="corresp"/>
</contrib>
</contrib-group>
<aff id="af1-ETM-28-1-12563">Department of Biochemistry, College of Medicine and Jeju Research Center for Natural Medicine, Jeju National University, Jeju 63243, Republic of Korea</aff>
<author-notes>
<corresp id="c1-ETM-28-1-12563"><italic>Correspondence to:</italic> Professor Jin Won Hyun, Department of Biochemistry, College of Medicine and Jeju Research Center for Natural Medicine, Jeju National University, 102 Jejudaehakro, Jeju 63243, Republic of Korea <email>drlxd@sina.com jinwonh@jejunu.ac.kr </email></corresp>
<fn id="fn1-ETM-28-1-12563"><p><sup>&#x002A;</sup>Contributed equally</p></fn>
</author-notes>
<pub-date pub-type="collection">
<month>07</month>
<year>2024</year></pub-date>
<pub-date pub-type="epub">
<day>08</day>
<month>05</month>
<year>2024</year></pub-date>
<volume>28</volume>
<issue>1</issue>
<elocation-id>275</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright: &#x00A9; 2024 Zhen et al.</copyright-statement>
<copyright-year>2024</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs License</ext-link>, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license>
</permissions>
<abstract>
<p>Particulate matter 2.5 (PM<sub>2.5</sub>) imposes a heavy burden on the skin and respiratory system of human beings, causing side effects such as aging, inflammation and cancer. Astaxanthin (ATX) is a well-known antioxidant widely used for its anti-inflammatory and anti-aging properties. However, few studies have investigated the protective effects of ATX against PM<sub>2.5</sub>-induced senescence in HaCaT cells. In the present study, the levels of reactive oxygen species (ROS) and antioxidant enzymes were measured after treatment with PM<sub>2.5</sub>. The results revealed that PM<sub>2.5</sub> generated excessive ROS and reduced the translocation of nuclear factor erythroid 2-related factor 2 (NRF2), subsequently reducing the expression of antioxidant enzymes. However, pretreatment with ATX reversed the ROS levels as well as the expression of antioxidant enzymes. In addition, ATX protected cells from PM<sub>2.5</sub>-induced DNA damage and rescued PM<sub>2.5</sub>-induced cell cycle arrest. The levels of senescence-associated phenotype markers, such as interleukin-1&#x03B2;, matrix metalloproteinases, and &#x03B2;-galactosidase, were increased by exposure to PM<sub>2.5</sub>, however these effects were reversed by ATX. After interfering with NRF2 mRNA expression and exposing cells to PM<sub>2.5</sub>, the levels of ROS and &#x03B2;-galactosidase were higher compared with siControl RNA cells exposed to PM<sub>2.5</sub>. However, ATX inhibited ROS and &#x03B2;-galactosidase levels in both the siControl RNA and the siNRF2 RNA groups. Thus, ATX protects HaCaT keratinocytes from PM<sub>2.5</sub>-induced senescence by partially inhibiting excessive ROS generation via the NRF2 signaling pathway.</p>
</abstract>
<kwd-group>
<kwd>particulate matter 2.5</kwd>
<kwd>astaxanthin</kwd>
<kwd>reactive oxygen species</kwd>
<kwd>nuclear factor erythroid 2-related factor 2</kwd>
<kwd>senescence</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding:</bold> The present study was supported by (grant no. RS-2023-00270936) the Basic Science Research Program through the National Research Foundation of Korea (NRF), funded by the Ministry of Education.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>An epidemiological study suggested that residential emissions, presumed to contain carbonaceous particles as the most toxic ingredients, globally influence premature mortality (<xref rid="b1-ETM-28-1-12563" ref-type="bibr">1</xref>). In cities, diesel exhaust is a source of particulate matter (PM) from traffic, which constitutes a large proportion of urban dust. Various respiratory conditions, ischemic heart disease and cancer are potentially associated with long-term exposure to PM from traffic (<xref rid="b2-ETM-28-1-12563" ref-type="bibr">2</xref>). PM<sub>2.5</sub> with an aerodynamic diameter of &#x2264;2.5 &#x00B5;m generates reactive oxygen species (ROS), increases the secretion of proinflammatory cytokines, and induces matrix metalloproteinases (MMPs), leading to senescence in both keratinocytes and dermal fibroblasts (<xref rid="b3-ETM-28-1-12563 b4-ETM-28-1-12563 b5-ETM-28-1-12563 b6-ETM-28-1-12563" ref-type="bibr">3-6</xref>).</p>
<p>The transcription factor nuclear factor erythroid 2-related factor 2 (NRF2) plays an important role in maintaining redox balance by preventing the oxidation of macromolecules such as DNA, lipids and proteins. It does this by increasing the levels of cellular antioxidant enzymes, including superoxide dismutase (SOD), catalase (CAT), glutathione peroxidase (GPX) and heme oxygenase 1 (HO-1) (<xref rid="b7-ETM-28-1-12563" ref-type="bibr">7</xref>). NRF2 can serve as a protective target, inhibiting PM<sub>2.5</sub>-induced redox imbalance and inflammation. Recent studies have shown that natural compounds activate NRF2 signaling to protect cells from PM<sub>2.5</sub>-induced damage (<xref rid="b8-ETM-28-1-12563" ref-type="bibr">8</xref>,<xref rid="b9-ETM-28-1-12563" ref-type="bibr">9</xref>).</p>
<p>Astaxanthin (ATX), a naturally occurring carotenoid dye that can be extracted from algae, yeast, shrimp and other organisms, exhibits significant antioxidant activity (<xref rid="b10-ETM-28-1-12563" ref-type="bibr">10</xref>). Therefore, ATX is considered a potential biological compound for treating inflammation, aging and cardiovascular diseases (<xref rid="b11-ETM-28-1-12563" ref-type="bibr">11</xref>). ATX stimulates the NRF2 signaling pathway to enhance cellular antioxidant and anti-inflammatory capabilities, which have neuroprotective, anti-tumorigenic, antidiabetic and hepatoprotective effects (<xref rid="b12-ETM-28-1-12563" ref-type="bibr">12</xref>). Additionally, ATX depletes ROS, thereby preventing skin photoaging (<xref rid="b13-ETM-28-1-12563" ref-type="bibr">13</xref>). However, only a limited number of studies have investigated the effects of ATX on PM<sub>2.5</sub>-induced skin senescence. In the present study, the response of the antioxidant system and senescence were examined in HaCaT cells exposed to PM<sub>2.5</sub>, as well as the anti-senescence mechanism of ATX.</p>
</sec>
<sec sec-type="Materials|methods">
<title>Materials and methods</title>
<sec>
<title/>
<sec>
<title>Preparation of ATX and PM<sub>2.5</sub></title>
<p>ATX (cat. no. SML0982; Sigma-Aldrich; Merck KGaA) was dissolved in dimethyl sulfoxide (DMSO). PM<sub>2.5</sub> (NIST PM; cat. no. SRM 1650b; Sigma-Aldrich; Merck KGaA) was dispersed in DMSO to prepare a stock solution (25 mg/ml). The 50 &#x00B5;g/ml of PM<sub>2.5</sub> was selected as the optimal concentration based on our previous research (<xref rid="b4-ETM-28-1-12563" ref-type="bibr">4</xref>).</p>
</sec>
<sec>
<title>Cell culture</title>
<p>HaCaT (cat. no. 300493; CLS Cell Lines Service GmbH) cells were seeded in Dulbecco&#x0027;s modified Eagle&#x0027;s medium (Thermo Fisher Scientific, Inc.) supplemented with 10&#x0025; heat-inactivated fetal calf serum (Thermo Fisher Scientific, Inc.) and 1&#x0025; antibiotic-antimycotic solution in 5&#x0025; CO<sub>2</sub> at 37&#x02DA;C.</p>
</sec>
<sec>
<title>Cell viability</title>
<p>Cells were cultured in a 24-well plate with ATX (1, 2.5, 5, 7.5 and 10 &#x00B5;&#x039C;) and/or PM<sub>2.5</sub> for 48 h at 37&#x02DA;C. Subsequently, 100 &#x00B5;l 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (cat. no. 475989; Sigma-Aldrich; Merck KGaA) was added to each well to form an insoluble purple formazan by the action of mitochondrial reductase in live cells at 37&#x02DA;C for 4 h, which was dissolved in 600 &#x00B5;l DMSO. The solution was then transferred to a 96-well plate and observed using a scanning multi-well spectrophotometer at 540 nm.</p>
</sec>
<sec>
<title>ROS detection</title>
<p>2&#x0027;,7&#x0027;-Dichlorodihydrofluorescein diacetate (H<sub>2</sub>DCFDA) (cat. no. D6883; Sigma-Aldrich; Merck KGaA), a cell-permeant ROS probe, was used to measure intracellular ROS content in HaCaT cells. Cells were cultured with ATX (1, 2.5, 5 and 7.5 &#x00B5;&#x039C;) or a ROS scavenger (1 mM N-acetyl cysteine, NAC) (cat. no. A9165; Sigma-Aldrich; Merck KGaA) and then exposed to 1 mM H<sub>2</sub>O<sub>2</sub> or 50 &#x00B5;g/ml PM<sub>2.5</sub>. After staining with H<sub>2</sub>DCFDA, fluorescence in the cells was detected individually using fluorescence spectrometer (Promega Corporation) and BD LSR II flow cytometer with FACSDIVA software version 6.0 (Becton, Dickinson and Company). Similarly, siControl and siNRF2 cells were cultured with ATX or NAC and exposed to PM<sub>2.5</sub>. ROS levels were measured using a confocal microscope (Olympus Corporation).</p>
</sec>
<sec>
<title>Western blot analysis</title>
<p>Cell lysis was performed using the PRO-PREP&#x2122; protein extraction solution (cat. no. 17081; Intron Biotechnology, Inc.) or the NE-PER&#x2122; nuclear and cytoplasmic extraction reagents (cat. no. 78833; Thermo Fisher Scientific, Inc.). The protein concentration was determined using a BCA assay kit (cat. no. 23225; Thermo Fisher Scientific, Inc.). Subsequently, 40 &#x00B5;g cell lysates were separated by electrophoresis on a 10 or 12&#x0025; SDS-polyacrylamide gel and were transferred onto PVDF membranes. The membranes were subjected to blocking in 3&#x0025; bovine serum albumin (Bovogen Biologicals Pty Ltd.) for 1 h at 20&#x02DA;C with agitation, incubation with primary antibodies (1:1,000) for 2 h at 20&#x02DA;C, and incubation with HRP-conjugated secondary antibodies (1:5,000; anti-rabbit, cat. no. ab6721 and anti-mouse, cat. no. ab205719; Abcam) for 2 h at 20&#x02DA;C. The membranes were then washed with 1X TBS-0.1&#x0025; Tween-20 (cat. no. 9997; Cell Signaling Technology, Inc.). Subsequently, the membranes with the targeted proteins were exposed to an enhanced chemiluminescence reagent (Cytiva) and the corresponding bands were visualized using an autoradiography film. The following primary antibodies were used: NRF2 (cat. no. sc-722), CAT (cat. no. sc-271803), GPX1/2 (cat. no. sc-133160), cyclin dependent kinase inhibitor 2A (p16) (cat. no. sc-1661), HO-1 (cat. no. sc-390991) and actin (cat. no. sc-8432) were purchased from Santa Cruz Biotechnology, Inc. Phospho-H2A histone family member X (H2A.X; cat. no. 2577), H2A.X (cat. no. 2595), c-Fos (cat. no. 2250), jun proto-oncogene, activator protein-1 (AP-1) transcription factor subunit (c-Jun; cat. no. 9165), phospho-c-Jun (cat. no. 91952) were obtained from Cell Signaling Technology, Inc. Phospho-NRF2 (cat. no. ab76026), interleukin (IL)-1&#x03B2; (cat. no. ab315084), MMP-2 (cat. no. ab92536), MMP-9 (cat. no. ab76003) and TATA-binding protein (TBP) (cat. no. ab818) were purchased from Abcam. Cu/Zn SOD (cat. no. ADI-SOD-100) was purchased from Enzo Life Sciences, Inc. Protein bands were analyzed using ImageJ version 1.48V (National Institutes of Health).</p>
</sec>
<sec>
<title>Detection of 8-oxoguanine DNA glycosylase (8-oxoG)</title>
<p>The avidin-tetra-methyl-rhodamine isothiocyanate (TRITC) conjugate (cat. no. A7169; Sigma-Aldrich; Merck KGaA) exhibited highly specific binding to oxidized nucleosides 8-oxoG (<xref rid="b14-ETM-28-1-12563" ref-type="bibr">14</xref>). The cells were stained with avidin-TRITC dye for 30 min at 37&#x02DA;C and observed under a confocal microscope.</p>
</sec>
<sec>
<title>Cell cycle analysis</title>
<p>Cells were cultured with ATX or/and PM<sub>2.5</sub> treatment in 6-well plates at 37&#x02DA;C for 24 h, after which, they were fixed with 70&#x0025; ethanol for 1 h at 4&#x02DA;C, and stained with propidium iodide (cat. no. P4864; Sigma-Aldrich; Merck KGaA) and RNase A (1:1,000; cat. no. 12091-021; Thermo Fisher Scientific, Inc.) at 37&#x02DA;C for 1 h. Cellular DNA content was detected using FACSCalibur flow cytometer with CellQuest pro software 4.02 (Becton, Dickinson and Company) for cell cycle analysis.</p>
</sec>
<sec>
<title>&#x03B2;-Galactosidase staining assay</title>
<p>Senescence-associated &#x03B2;-galactosidase (SA-&#x03B2;-Gal) expressed in senescent cells was detected using a cellular senescence detection kit (SPiDER-&#x03B2;-Gal) (cat. no. SG03; Dojindo Laboratories, Inc.). Images and histograms were obtained using flow cytometry and confocal microscopy, respectively.</p>
</sec>
<sec>
<title>Transient transfection of small interfering RNA (siRNA)</title>
<p>Lipofectamine<sup>&#x00AE;</sup> RNAiMax (cat. no. 13778075; Thermo Fisher Scientific, Inc.) was used to transfect 20 nM siRNA against NRF2 (siNRF2 RNA) (cat. no. sc-37030; Santa Cruz Biotechnology, Inc.) or negative control (siControl RNA) (cat. no. sc-37007; Santa Cruz Biotechnology, Inc.) into cells. The siRNA sequences were as follows: Control siRNA sense, 5&#x0027;-CACAGGGUAAGGAACUCGUCUCUCA-3&#x0027; and antisense, 5&#x0027;-UGAGAGACGAGUUCCUUACCCUGUG-3&#x0027;; and NRF2 siRNA sense, 5&#x0027;-GCAUGCUACGUGAUGAAGAtt-3&#x0027; and antisense, 5&#x0027;-UCUUCAUCACGUAGCAUGCtt-3&#x0027;. After incubation for 24 h at 37&#x02DA;C, the transfected cells were processed for ROS detection and &#x03B2;-galactosidase staining assay.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>All the values of measurements are expressed as the mean &#x00B1; standard deviation. The results were analyzed for pairwise differences using one-way analysis of variance followed by Tukey&#x0027;s post hoc test. P&#x003C;0.05 was considered to indicate a statistically significant difference. Statistical analysis was performed using SigmaStat v3.5 (Systat Software Inc.).</p>
</sec>
</sec>
</sec>
<sec sec-type="Results">
<title>Results</title>
<sec>
<title/>
<sec>
<title>ATX scavenges ROS generated from PM<sub>2.5</sub></title>
<p>HaCaT cells were cultured with ATX (0, 1, 2.5, 5, 7.5 and 10 &#x00B5;M) for 48 h at 37&#x02DA;C. Cell viability assay results revealed that ATX had no cytotoxicity at a concentration &#x003C;7.5 &#x00B5;M (<xref rid="f1-ETM-28-1-12563" ref-type="fig">Fig. 1A</xref>). The ROS scavenging effects of ATX were then examined. Cells were pretreated with ATX (1, 2.5, 5 and 7.5 &#x00B5;M) or NAC (1 mM). The production of H<sub>2</sub>O<sub>2</sub>-induced intracellular ROS was inhibited significantly by ATX or NAC (<xref rid="f1-ETM-28-1-12563" ref-type="fig">Fig. 1B</xref>). In addition, ATX inhibited ROS generation from PM<sub>2.5</sub> (<xref rid="f1-ETM-28-1-12563" ref-type="fig">Fig. 1C</xref>). According to the results, 7.5 &#x00B5;M ATX was selected as the optimal concentration in further experiments.</p>
</sec>
<sec>
<title>ATX recovers the homeostasis of the antioxidant enzymes by activating NRF2</title>
<p>To maintain cellular homeostasis, NRF2 plays an important role in the regulation of oxidative stress by activating antioxidant enzymes (SOD, CAT, GPX and HO-1) to eliminate ROS (<xref rid="b7-ETM-28-1-12563" ref-type="bibr">7</xref>). In the present study, the active form of NRF2 in nuclear fraction and the expression levels of antioxidant enzymes were tested. After PM<sub>2.5</sub> treatment, the expression of phospho-NRF2 was the highest in the first 12 h and then decreased gradually (<xref rid="f2-ETM-28-1-12563" ref-type="fig">Fig. 2A</xref>). Conversely, it increased gradually in a time-dependent manner up to 72 h after ATX pretreatment (<xref rid="f2-ETM-28-1-12563" ref-type="fig">Fig. 2B</xref>). Accordingly, phospho-NRF2 levels in the nuclear fraction, which were reduced after PM<sub>2.5</sub> exposure for 48 h, increased after pretreatment with ATX (<xref rid="f2-ETM-28-1-12563" ref-type="fig">Fig. 2C</xref>). The expression of Cu/Zn SOD, CAT and GPX1/2 decreased following treatment with PM<sub>2.5</sub> in a dose-dependent manner; HO-1 expression was elevated at 12 and 24 h and then decreased significantly after exposure to PM<sub>2.5</sub> (<xref rid="f2-ETM-28-1-12563" ref-type="fig">Fig. 2D</xref>). However, the reduced levels of Cu/Zn SOD, CAT, GPX1/2, and HO-1 following PM<sub>2.5</sub> exposure were increased after pretreatment with ATX (<xref rid="f2-ETM-28-1-12563" ref-type="fig">Fig. 2E</xref>). Therefore, it was revealed that ATX restored intracellular redox homeostasis by activating NRF2 and its related enzymes, which were decreased by PM<sub>2.5</sub>.</p>
</sec>
<sec>
<title>ATX protects cells from PM<sub>2.5</sub>-induced DNA damage</title>
<p>8-OxoG and phospho-H2A.X are two specific markers of DNA damage and present in high levels in the PM<sub>2.5</sub> treatment group of keratinocytes (<xref rid="b14-ETM-28-1-12563" ref-type="bibr">14</xref>). According to the results, ATX showed protective effects from PM<sub>2.5</sub>-induced nucleoside oxidization and phospho-H2A.X expression (<xref rid="f3-ETM-28-1-12563" ref-type="fig">Fig. 3A-C</xref>). Cell cycle checkpoints monitor DNA damage and the response to cell cycle by DNA damage is executed by a cell cycle control mechanism (<xref rid="b15-ETM-28-1-12563" ref-type="bibr">15</xref>). PM<sub>2.5</sub> perturbed the cell cycle, causing G<sub>0</sub>/G<sub>1</sub> arrest, which was reversed by ATX treatment (<xref rid="f3-ETM-28-1-12563" ref-type="fig">Fig. 3D</xref>). ATX also improved cell viability, which had been reduced by exposure to PM<sub>2.5</sub> (<xref rid="f3-ETM-28-1-12563" ref-type="fig">Fig. 3E</xref>). Therefore, ATX exhibited DNA protective effects, inhibited cell cycle arrest, and promoted cell viability in PM<sub>2.5</sub>-treated cells.</p>
</sec>
<sec>
<title>ATX inhibits the secretion of PM<sub>2.5</sub>-induced cytokine and MMPs</title>
<p>Cellular senescence is caused by damaging stimuli that contribute to an irreversible state of cell cycle arrest, in which cytokines and MMPs are secreted (<xref rid="b16-ETM-28-1-12563" ref-type="bibr">16</xref>). In addition, AP-1, which comprises the transcription factors c-Fos and c-Jun, is highly regulated by UV light during photoaging and closely related to the expression of ILs and MMPs (<xref rid="b17-ETM-28-1-12563" ref-type="bibr">17</xref>). In the present study, the protein levels of phospho-c-Jun and c-Fos were increased significantly by PM<sub>2.5</sub>, whereas they were decreased by pretreatment with ATX (<xref rid="f4-ETM-28-1-12563" ref-type="fig">Fig. 4A</xref>). Cytokines, such as IL-1&#x03B2;, MMP-2 and MMP-9, were expressed at higher levels in PM<sub>2.5</sub>-treated group than in the control group; however, they were inhibited by treatment with ATX (<xref rid="f4-ETM-28-1-12563" ref-type="fig">Fig. 4B</xref>). Therefore, ATX protected keratinocytes from PM<sub>2.5</sub>-induced senescence-associated cytokines and MMPs.</p>
</sec>
<sec>
<title>ATX protects cells from PM<sub>2.5</sub>-induced senescence-associated secretory phenotype (SASP)</title>
<p>p16 and SA-&#x03B2;-Gal are the key markers of SASP, which indicates the state of skin aging (<xref rid="b18-ETM-28-1-12563" ref-type="bibr">18</xref>). Therefore, in the present study, p16 protein expression in keratinocytes was examined over time among the four groups. The p16 level increased up to 48 h by PM<sub>2.5</sub> (<xref rid="f5-ETM-28-1-12563" ref-type="fig">Fig. 5A</xref>) and was decreased upon pretreatment with ATX (<xref rid="f5-ETM-28-1-12563" ref-type="fig">Fig. 5B</xref>). Moreover, ATX inhibited cellular SA-&#x03B2;-Gal, which was observed by flow cytometry (<xref rid="f5-ETM-28-1-12563" ref-type="fig">Fig. 5C</xref>) and confocal microscopy (<xref rid="f5-ETM-28-1-12563" ref-type="fig">Fig. 5D</xref>). Therefore, ATX protected keratinocytes from PM<sub>2.5</sub>-induced senescence.</p>
</sec>
<sec>
<title>ATX attenuates PM<sub>2.5</sub>-induced senescence by inhibiting ROS via the NRF2</title>
<p>To confirm the role of NRF2 in PM<sub>2.5</sub>-induced senescence, a siRNA was used to interfere with NRF2 mRNA expression. After exposure to PM<sub>2.5</sub>, the ROS levels were significantly higher in cells transfected with siNRF2 RNA than in those transfected with siControl RNA, which was inhibited by treatment with ATX and NAC (<xref rid="f6-ETM-28-1-12563" ref-type="fig">Fig. 6A</xref>). After exposure to PM<sub>2.5</sub>, cells transfected with siNRF2 RNA showed higher SA-&#x03B2;-Gal fluorescence than siControl RNA cells, a phenomenon that was decreased significantly by ATX treatment (<xref rid="f6-ETM-28-1-12563" ref-type="fig">Fig. 6B</xref>). Therefore, ROS amelioration of ATX relieved senescence induced by PM<sub>2.5</sub> through the NRF2 pathway.</p>
</sec>
</sec>
</sec>
<sec sec-type="Discussion">
<title>Discussion</title>
<p>PM<sub>2.5</sub> is currently a major concern, and research is underway to understand its effects on the human body. The human skin acts as the first barrier against environmental stress, however PM<sub>2.5</sub> can penetrate this barrier and cause skin problems. Previous studies by the authors have demonstrated that PM<sub>2.5</sub> could penetrate skin cells and damage the skin by inducing oxidative stress (<xref rid="b3-ETM-28-1-12563 b4-ETM-28-1-12563 b5-ETM-28-1-12563" ref-type="bibr">3-5</xref>). This leads to the destruction of cellular macromolecules and organelles, as well as apoptotic cell death (<xref rid="b4-ETM-28-1-12563" ref-type="bibr">4</xref>). It was also revealed that PM<sub>2.5</sub> activates the inflammatory pathway toll-like receptor 5-NADPH oxidase 4-NF&#x03BA;B-IL-6 in both wild-type mice and flaky tail mice. This suggested that PM<sub>2.5</sub>-induced inflammation may contribute to the development and exacerbation of atopic dermatitis (<xref rid="b3-ETM-28-1-12563" ref-type="bibr">3</xref>). Furthermore, it was revealed that PM<sub>2.5</sub> induced skin senescence by the aryl hydrocarbon receptor-ROS-p16 pathway via epigenetic modification (<xref rid="b19-ETM-28-1-12563" ref-type="bibr">19</xref>). These findings suggested that ROS are key factors in the induction of inflammation and aging by PM<sub>2.5</sub>, and a solution in natural products was sought. Previously, various studies have revealed that various natural compounds from marine algae can decrease excessive ROS levels in skin cells (<xref rid="b20-ETM-28-1-12563" ref-type="bibr">20</xref>,<xref rid="b21-ETM-28-1-12563" ref-type="bibr">21</xref>). In addition, agar oligosaccharide, a marine prebiotic, has anti-aging effects via the activation of antioxidant enzymes, such as Cu/Zn SOD and CAT, in <italic>Drosophila melanogaster</italic> (<xref rid="b22-ETM-28-1-12563" ref-type="bibr">22</xref>). Moreover, oligosaccharides from green algae have anti-aging effects by increasing CAT and GSH levels and decreasing lipid oxidation levels in mice (<xref rid="b23-ETM-28-1-12563" ref-type="bibr">23</xref>).</p>
<p>ATX, a potent antioxidant, has been demonstrated to mitigate the physiological adverse effects of oxidative stress during the senescence process and extend lifespan both <italic>in vitro</italic> and <italic>in vivo</italic> (<xref rid="b24-ETM-28-1-12563" ref-type="bibr">24</xref>). Furthermore, ATX has been revealed to alleviate oxidative stress and immune impairment in rats with galactose-induced aging by activating the NRF2/KEAP1 pathway and suppressing the NF&#x03BA;B pathway (<xref rid="b25-ETM-28-1-12563" ref-type="bibr">25</xref>). In the present study, it was aimed to investigate the beneficial effects of ATX isolated from algae, on PM<sub>2.5</sub>-induced DNA damage, cell cycle arrest and senescence in HaCaT cells. As demonstrated in <xref rid="f1-ETM-28-1-12563" ref-type="fig">Fig. 1C</xref>, ATX pretreatment inhibited PM<sub>2.5</sub>-induced cellular ROS generation. The data of the present study also revealed that ATX increased the activation of NRF2 and the expression of antioxidant-related proteins that are downregulated by PM<sub>2.5</sub> (<xref rid="f2-ETM-28-1-12563" ref-type="fig">Fig. 2</xref>). These results indicated that ATX suppressed PM<sub>2.5</sub>-induced ROS generation through the activation of the NRF2-antioxidant enzyme pathways.</p>
<p>PM<sub>2.5</sub>-induced oxidative stress causes DNA damage, which leads to cell cycle arrest in skin cells (<xref rid="b26-ETM-28-1-12563" ref-type="bibr">26</xref>). The data of the present study revealed that ATX decreased base modification or breakage of DNA damage in PM<sub>2.5</sub>-treated cells (<xref rid="f3-ETM-28-1-12563" ref-type="fig">Fig. 3A-C</xref>). Oxidative stress-induced DNA damage is one way to induce senescence and can maintain G<sub>1</sub> confinement, accelerating aging under stress (<xref rid="b27-ETM-28-1-12563" ref-type="bibr">27</xref>). The results of the present study demonstrated that PM<sub>2.5</sub> stimulated G<sub>1</sub> arrest. However, treatment with ATX reversed the effects (<xref rid="f3-ETM-28-1-12563" ref-type="fig">Fig. 3D</xref>). A previous study revealed that PM<sub>2.5</sub> induces MMPs via the AP-1 signaling pathway through ROS generation (<xref rid="b26-ETM-28-1-12563" ref-type="bibr">26</xref>). In addition, ROS increase the secretion of pro-inflammatory cytokines to high levels in most senescent cells (<xref rid="b28-ETM-28-1-12563" ref-type="bibr">28</xref>). In the present study, it was demonstrated that PM<sub>2.5</sub> activated the transcription factor of inflammatory cytokines, AP-1 (<xref rid="f4-ETM-28-1-12563" ref-type="fig">Fig. 4A</xref>), followed by the secretion of pro-inflammatory cytokines and MMPs (<xref rid="f4-ETM-28-1-12563" ref-type="fig">Fig. 4B</xref>). However, ATX inhibited the AP-1, cytokine and MMP secretion induced by PM<sub>2.5</sub>. DNA damage has been considered an activator of SASP associated with cell cycle arrest (<xref rid="b15-ETM-28-1-12563" ref-type="bibr">15</xref>). IL-1&#x03B2; and IL-6 are the most important SASP factors and have been detected at high levels in senescent cells (<xref rid="b28-ETM-28-1-12563" ref-type="bibr">28</xref>). Furthermore, the expression of a senescence marker, p16, and &#x03B2;-galactosidase activity were stimulated by PM<sub>2.5</sub>; however, these decreased upon pretreatment with ATX (<xref rid="f5-ETM-28-1-12563" ref-type="fig">Fig. 5</xref>).</p>
<p>Several studies have reported that NRF2, a regulator of antioxidant enzymes, plays a role in anti-aging mechanisms (<xref rid="b29-ETM-28-1-12563 b30-ETM-28-1-12563 b31-ETM-28-1-12563" ref-type="bibr">29-31</xref>). The active form of vitamin D, 1,25(OH)<sub>2</sub>D<sub>3</sub>, also plays a role in delaying aging. It does this by upregulating NRF2, inhibiting oxidative stress and DNA damage, inactivating the p53-p21 and p16-Rb signaling pathways, and inhibiting cellular senescence and SASP (<xref rid="b29-ETM-28-1-12563" ref-type="bibr">29</xref>). Furthermore, ATX is reported to have anti-inflammatory properties and exerts its protective effects by stimulating the NRF2 signaling pathway (<xref rid="b14-ETM-28-1-12563" ref-type="bibr">14</xref>). The results of the present study revealed that NRF2 knockdown increased the &#x03B2;-galactosidase activity induced by PM<sub>2.5</sub>; however ATX decreased the &#x03B2;-galactosidase activity (<xref rid="f6-ETM-28-1-12563" ref-type="fig">Fig. 6</xref>), suggesting that ATX inhibited PM<sub>2.5</sub>-induced senescent cells through NRF2.</p>
<p>In conclusion, the induction of the antioxidant system through NRF2 upregulation by ATX resulted in inhibiting the generation of ROS by PM<sub>2.5</sub> and the DNA damage response, thereby preventing cell cycle arrest. Additionally, ATX inhibited the AP-1 signaling pathway, thereby reversing the secretion of pro-inflammatory cytokines and MMPs, ultimately inhibiting PM<sub>2.5</sub>-induced senescence. Notably, ATX exhibited an anti-PM<sub>2.5</sub>-induced senescence effect and could be utilized as a preventive agent against air pollution-triggered skin aging.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p>
</ack>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The data generated in the present study may be requested from the corresponding author.</p>
</sec>
<sec>
<title>Authors&#x0027; contributions</title>
<p>KAK, AXZ and JWH conceived and designed the present study, and wrote the main manuscript. KAK, AXZ and MJP performed the experiments and acquired data. PDSMF and HMULH analyzed and interpreted the data, and performed the literature searches. KAK and JWH confirm the authenticity of the raw data. All authors have read and approved the final manuscript.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="b1-ETM-28-1-12563"><label>1</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lelieveld</surname><given-names>J</given-names></name><name><surname>Evans</surname><given-names>JS</given-names></name><name><surname>Fnais</surname><given-names>M</given-names></name><name><surname>Giannadaki</surname><given-names>D</given-names></name><name><surname>Pozzer</surname><given-names>A</given-names></name></person-group><article-title>The contribution of outdoor air pollution sources to premature mortality on a global scale</article-title><source>Nature</source><volume>525</volume><fpage>367</fpage><lpage>371</lpage><year>2015</year><pub-id pub-id-type="pmid">26381985</pub-id><pub-id pub-id-type="doi">10.1038/nature15371</pub-id></element-citation></ref>
<ref id="b2-ETM-28-1-12563"><label>2</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Boogaard</surname><given-names>H</given-names></name><name><surname>Patton</surname><given-names>AP</given-names></name><name><surname>Atkinson</surname><given-names>RW</given-names></name><name><surname>Brook</surname><given-names>JR</given-names></name><name><surname>Chang</surname><given-names>HH</given-names></name><name><surname>Crouse</surname><given-names>DL</given-names></name><name><surname>Fussell</surname><given-names>JC</given-names></name><name><surname>Hoek</surname><given-names>G</given-names></name><name><surname>Hoffmann</surname><given-names>B</given-names></name><name><surname>Kappeler</surname><given-names>R</given-names></name><etal/></person-group><article-title>Long-term exposure to traffic-related air pollution and selected health outcomes: A systematic review and meta-analysis</article-title><source>Environ Int</source><volume>164</volume><issue>107262</issue><year>2022</year><pub-id pub-id-type="pmid">35569389</pub-id><pub-id pub-id-type="doi">10.1016/j.envint.2022.107262</pub-id></element-citation></ref>
<ref id="b3-ETM-28-1-12563"><label>3</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ryu</surname><given-names>YS</given-names></name><name><surname>Kang</surname><given-names>KA</given-names></name><name><surname>Piao</surname><given-names>MJ</given-names></name><name><surname>Ahn</surname><given-names>MJ</given-names></name><name><surname>Yi</surname><given-names>JM</given-names></name><name><surname>Hyun</surname><given-names>YM</given-names></name><name><surname>Kim</surname><given-names>SH</given-names></name><name><surname>Ko</surname><given-names>MK</given-names></name><name><surname>Park</surname><given-names>CO</given-names></name><name><surname>Hyun</surname><given-names>JW</given-names></name></person-group><article-title>Particulate matter induces inflammatory cytokine production via activation of NF&#x03BA;B by TLR5-NOX4-ROS signaling in human skin keratinocyte and mouse skin</article-title><source>Redox Biol</source><volume>21</volume><issue>101080</issue><year>2019</year><pub-id pub-id-type="pmid">30584981</pub-id><pub-id pub-id-type="doi">10.1016/j.redox.2018.101080</pub-id></element-citation></ref>
<ref id="b4-ETM-28-1-12563"><label>4</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Piao</surname><given-names>MJ</given-names></name><name><surname>Ahn</surname><given-names>MJ</given-names></name><name><surname>Kang</surname><given-names>KA</given-names></name><name><surname>Ryu</surname><given-names>YS</given-names></name><name><surname>Hyun</surname><given-names>YJ</given-names></name><name><surname>Shilnikova</surname><given-names>K</given-names></name><name><surname>Zhen</surname><given-names>AX</given-names></name><name><surname>Jeong</surname><given-names>JW</given-names></name><name><surname>Choi</surname><given-names>YH</given-names></name><name><surname>Kang</surname><given-names>HK</given-names></name><etal/></person-group><article-title>Particulate matter 2.5 damages skin cells by inducing oxidative stress, subcellular organelle dysfunction, and apoptosis</article-title><source>Arch Toxicol</source><volume>92</volume><fpage>2077</fpage><lpage>2091</lpage><year>2018</year><pub-id pub-id-type="pmid">29582092</pub-id><pub-id pub-id-type="doi">10.1007/s00204-018-2197-9</pub-id></element-citation></ref>
<ref id="b5-ETM-28-1-12563"><label>5</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hyun</surname><given-names>YJ</given-names></name><name><surname>Piao</surname><given-names>MJ</given-names></name><name><surname>Kang</surname><given-names>KA</given-names></name><name><surname>Zhen</surname><given-names>AX</given-names></name><name><surname>Madushan Fernando</surname><given-names>PDS</given-names></name><name><surname>Kang</surname><given-names>HK</given-names></name><name><surname>Ahn</surname><given-names>YS</given-names></name><name><surname>Hyun</surname><given-names>JW</given-names></name></person-group><article-title>Effect of fermented fish oil on fine particulate matter-induced skin aging</article-title><source>Mar Drugs</source><volume>17</volume><issue>61</issue><year>2019</year><pub-id pub-id-type="pmid">30669248</pub-id><pub-id pub-id-type="doi">10.3390/md17010061</pub-id></element-citation></ref>
<ref id="b6-ETM-28-1-12563"><label>6</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Reynolds</surname><given-names>WJ</given-names></name><name><surname>Hanson</surname><given-names>PS</given-names></name><name><surname>Critchley</surname><given-names>A</given-names></name><name><surname>Griffiths</surname><given-names>B</given-names></name><name><surname>Chavan</surname><given-names>B</given-names></name><name><surname>Birch-Machin</surname><given-names>MA</given-names></name></person-group><article-title>Exposing human primary dermal fibroblasts to particulate matter induces changes associated with skin aging</article-title><source>FASEB J</source><volume>34</volume><fpage>14725</fpage><lpage>14735</lpage><year>2020</year><pub-id pub-id-type="pmid">32915475</pub-id><pub-id pub-id-type="doi">10.1096/fj.202001357R</pub-id></element-citation></ref>
<ref id="b7-ETM-28-1-12563"><label>7</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mendon&#x00E7;a</surname><given-names>ELSS</given-names></name><name><surname>Xavier</surname><given-names>JA</given-names></name><name><surname>Fragoso</surname><given-names>MBT</given-names></name><name><surname>Silva</surname><given-names>MO</given-names></name><name><surname>Escodro</surname><given-names>PB</given-names></name><name><surname>Oliveira</surname><given-names>ACM</given-names></name><name><surname>Tucci</surname><given-names>P</given-names></name><name><surname>Saso</surname><given-names>L</given-names></name><name><surname>Goulart</surname><given-names>MOF</given-names></name></person-group><article-title>E-stilbenes, general chemical and biological aspects, potential pharmacological activity based on the Nrf2 pathway</article-title><source>Pharmaceuticals (Basel)</source><volume>17</volume><issue>232</issue><year>2024</year><pub-id pub-id-type="pmid">38399446</pub-id><pub-id pub-id-type="doi">10.3390/ph17020232</pub-id></element-citation></ref>
<ref id="b8-ETM-28-1-12563"><label>8</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>LM</given-names></name><name><surname>Lv</surname><given-names>SS</given-names></name><name><surname>Fu</surname><given-names>SR</given-names></name><name><surname>Wang</surname><given-names>JQ</given-names></name><name><surname>Liang</surname><given-names>LY</given-names></name><name><surname>Li</surname><given-names>RQ</given-names></name><name><surname>Zhang</surname><given-names>F</given-names></name><name><surname>Ma</surname><given-names>YX</given-names></name></person-group><article-title>Procyanidins inhibit fine particulate matter-induced vascular smooth muscle cells apoptosis via the activation of the Nrf2 signaling pathway</article-title><source>Ecotoxicol Environ Saf</source><volume>223</volume><issue>112586</issue><year>2021</year><pub-id pub-id-type="pmid">34364126</pub-id><pub-id pub-id-type="doi">10.1016/j.ecoenv.2021.112586</pub-id></element-citation></ref>
<ref id="b9-ETM-28-1-12563"><label>9</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kahremany</surname><given-names>S</given-names></name><name><surname>Hofmann</surname><given-names>L</given-names></name><name><surname>Eretz-Kdosha</surname><given-names>N</given-names></name><name><surname>Silberstein</surname><given-names>E</given-names></name><name><surname>Gruzman</surname><given-names>A</given-names></name><name><surname>Cohen</surname><given-names>G</given-names></name></person-group><article-title>SH-29 and SK-119 attenuates air-pollution induced damage by activating Nrf2 in HaCaT cells</article-title><source>Int J Environ Res Public Health</source><volume>18</volume><issue>12371</issue><year>2021</year><pub-id pub-id-type="pmid">34886097</pub-id><pub-id pub-id-type="doi">10.3390/ijerph182312371</pub-id></element-citation></ref>
<ref id="b10-ETM-28-1-12563"><label>10</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Han</surname><given-names>SI</given-names></name><name><surname>Chang</surname><given-names>SH</given-names></name><name><surname>Lee</surname><given-names>C</given-names></name><name><surname>Jeon</surname><given-names>MS</given-names></name><name><surname>Heo</surname><given-names>YM</given-names></name><name><surname>Kim</surname><given-names>S</given-names></name><name><surname>Choi</surname><given-names>YE</given-names></name></person-group><article-title>Astaxanthin biosynthesis promotion with pH shock in the green microalga, Haematococcus lacustris</article-title><source>Bioresour Technol</source><volume>314</volume><issue>123725</issue><year>2020</year><pub-id pub-id-type="pmid">32615445</pub-id><pub-id pub-id-type="doi">10.1016/j.biortech.2020.123725</pub-id></element-citation></ref>
<ref id="b11-ETM-28-1-12563"><label>11</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname><given-names>S</given-names></name><name><surname>Kumar</surname><given-names>R</given-names></name><name><surname>Diksh Kumari</surname><given-names>A</given-names></name><name><surname>Panwar</surname><given-names>A</given-names></name></person-group><article-title>Astaxanthin: A super antioxidant from microalgae and its therapeutic potential</article-title><source>J Basic Microbiol</source><volume>62</volume><fpage>1064</fpage><lpage>1082</lpage><year>2022</year><pub-id pub-id-type="pmid">34817092</pub-id><pub-id pub-id-type="doi">10.1002/jobm.202100391</pub-id></element-citation></ref>
<ref id="b12-ETM-28-1-12563"><label>12</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ashrafizadeh</surname><given-names>M</given-names></name><name><surname>Ahmadi</surname><given-names>Z</given-names></name><name><surname>Yaribeygi</surname><given-names>H</given-names></name><name><surname>Sathyapalan</surname><given-names>T</given-names></name><name><surname>Sahebkar</surname><given-names>A</given-names></name></person-group><article-title>Astaxanthin and Nrf2 signaling pathway: A novel target for new therapeutic approaches</article-title><source>Mini Rev Med Chem</source><volume>22</volume><fpage>312</fpage><lpage>321</lpage><year>2022</year><pub-id pub-id-type="pmid">33964864</pub-id><pub-id pub-id-type="doi">10.2174/1389557521666210505112834</pub-id></element-citation></ref>
<ref id="b13-ETM-28-1-12563"><label>13</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Imokawa</surname><given-names>G</given-names></name></person-group><article-title>Intracellular signaling mechanisms involved in the biological effects of the xanthophyll carotenoid astaxanthin to prevent the photo-aging of the skin in a reactive oxygen species depletion-independent manner: The key role of mitogen and stress-activated protein kinase 1</article-title><source>Photochem Photobiol</source><volume>95</volume><fpage>480</fpage><lpage>489</lpage><year>2019</year><pub-id pub-id-type="pmid">30317634</pub-id><pub-id pub-id-type="doi">10.1111/php.13034</pub-id></element-citation></ref>
<ref id="b14-ETM-28-1-12563"><label>14</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhen</surname><given-names>AX</given-names></name><name><surname>Piao</surname><given-names>MJ</given-names></name><name><surname>Hyun</surname><given-names>YJ</given-names></name><name><surname>Kang</surname><given-names>KA</given-names></name><name><surname>Madushan Fernando</surname><given-names>PDS</given-names></name><name><surname>Cho</surname><given-names>SJ</given-names></name><name><surname>Ahn</surname><given-names>MJ</given-names></name><name><surname>Hyun</surname><given-names>JW</given-names></name></person-group><article-title>Diphlorethohydroxycarmalol attenuates fine particulate matter-induced subcellular skin dysfunction</article-title><source>Mar Drugs</source><volume>17</volume><issue>95</issue><year>2019</year><pub-id pub-id-type="pmid">30717280</pub-id><pub-id pub-id-type="doi">10.3390/md17020095</pub-id></element-citation></ref>
<ref id="b15-ETM-28-1-12563"><label>15</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Matthews</surname><given-names>HK</given-names></name><name><surname>Bertoli</surname><given-names>C</given-names></name><name><surname>de Bruin</surname><given-names>RAM</given-names></name></person-group><article-title>Cell cycle control in cancer</article-title><source>Nat Rev Mol Cell Biol</source><volume>23</volume><fpage>74</fpage><lpage>88</lpage><year>2022</year><pub-id pub-id-type="pmid">34508254</pub-id><pub-id pub-id-type="doi">10.1038/s41580-021-00404-3</pub-id></element-citation></ref>
<ref id="b16-ETM-28-1-12563"><label>16</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hernandez-Segura</surname><given-names>A</given-names></name><name><surname>Nehme</surname><given-names>J</given-names></name><name><surname>Demaria</surname><given-names>M</given-names></name></person-group><article-title>Hallmarks of cellular senescence</article-title><source>Trends Cell Biol</source><volume>28</volume><fpage>436</fpage><lpage>453</lpage><year>2018</year><pub-id pub-id-type="pmid">29477613</pub-id><pub-id pub-id-type="doi">10.1016/j.tcb.2018.02.001</pub-id></element-citation></ref>
<ref id="b17-ETM-28-1-12563"><label>17</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Oh</surname><given-names>JH</given-names></name><name><surname>Joo</surname><given-names>YH</given-names></name><name><surname>Karadeniz</surname><given-names>F</given-names></name><name><surname>Ko</surname><given-names>J</given-names></name><name><surname>Kong</surname><given-names>CS</given-names></name></person-group><article-title>Syringaresinol inhibits UVA-induced MMP-1 expression by suppression of MAPK/AP-1 signaling in HaCaT keratinocytes and human dermal fibroblasts</article-title><source>Int J Mol Sci</source><volume>21</volume><issue>3981</issue><year>2020</year><pub-id pub-id-type="pmid">32492931</pub-id><pub-id pub-id-type="doi">10.3390/ijms21113981</pub-id></element-citation></ref>
<ref id="b18-ETM-28-1-12563"><label>18</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Samdavid Thanapaul</surname><given-names>RJR</given-names></name><name><surname>Shvedova</surname><given-names>M</given-names></name><name><surname>Shin</surname><given-names>GH</given-names></name><name><surname>Crouch</surname><given-names>J</given-names></name><name><surname>Roh</surname><given-names>DS</given-names></name></person-group><article-title>Elevated skin senescence in young mice causes delayed wound healing</article-title><source>Geroscience</source><volume>44</volume><fpage>1871</fpage><lpage>1878</lpage><year>2022</year><pub-id pub-id-type="pmid">35399134</pub-id><pub-id pub-id-type="doi">10.1007/s11357-022-00551-1</pub-id></element-citation></ref>
<ref id="b19-ETM-28-1-12563"><label>19</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ryu</surname><given-names>YS</given-names></name><name><surname>Kang</surname><given-names>KA</given-names></name><name><surname>Piao</surname><given-names>MJ</given-names></name><name><surname>Ahn</surname><given-names>MJ</given-names></name><name><surname>Yi</surname><given-names>JM</given-names></name><name><surname>Bossis</surname><given-names>G</given-names></name><name><surname>Hyun</surname><given-names>YM</given-names></name><name><surname>Park</surname><given-names>CO</given-names></name><name><surname>Hyun</surname><given-names>JW</given-names></name></person-group><article-title>Particulate matter-induced senescence of skin keratinocytes involves oxidative stress-dependent epigenetic modifications</article-title><source>Exp Mol Med</source><volume>51</volume><fpage>1</fpage><lpage>14</lpage><year>2019</year><pub-id pub-id-type="pmid">31551408</pub-id><pub-id pub-id-type="doi">10.1038/s12276-019-0305-4</pub-id></element-citation></ref>
<ref id="b20-ETM-28-1-12563"><label>20</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhen</surname><given-names>AX</given-names></name><name><surname>Piao</surname><given-names>MJ</given-names></name><name><surname>Kang</surname><given-names>KA</given-names></name><name><surname>Fernando</surname><given-names>PD</given-names></name><name><surname>Herath</surname><given-names>HM</given-names></name><name><surname>Cho</surname><given-names>SJ</given-names></name><name><surname>Hyun</surname><given-names>JW</given-names></name></person-group><article-title>3-Bromo-4,5-dihydroxybenzaldehyde protects keratinocytes from particulate matter 2.5-induced damages</article-title><source>Antioxidants (Basel)</source><volume>12</volume><issue>1307</issue><year>2023</year><pub-id pub-id-type="pmid">37372037</pub-id><pub-id pub-id-type="doi">10.3390/antiox12061307</pub-id></element-citation></ref>
<ref id="b21-ETM-28-1-12563"><label>21</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>L</given-names></name><name><surname>Lee</surname><given-names>W</given-names></name><name><surname>Jayawardena</surname><given-names>TU</given-names></name><name><surname>Cha</surname><given-names>SH</given-names></name><name><surname>Jeon</surname><given-names>YJ</given-names></name></person-group><article-title>Dieckol, an algae-derived phenolic compound, suppresses airborne particulate matter-induced skin aging by inhibiting the expressions of pro-inflammatory cytokines and matrix metalloproteinases through regulating NF-&#x03BA;B, AP-1, and MAPKs signaling pathways</article-title><source>Food Chem Toxicol</source><volume>146</volume><issue>111823</issue><year>2020</year><pub-id pub-id-type="pmid">33164846</pub-id><pub-id pub-id-type="doi">10.1016/j.fct.2020.111823</pub-id></element-citation></ref>
<ref id="b22-ETM-28-1-12563"><label>22</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname><given-names>C</given-names></name><name><surname>Yang</surname><given-names>K</given-names></name><name><surname>Wang</surname><given-names>Y</given-names></name><name><surname>Dai</surname><given-names>X</given-names></name></person-group><article-title>Anti-aging effect of agar oligosaccharide on male Drosophila melanogaster and its preliminary mechanism</article-title><source>Mar Drugs</source><volume>17</volume><issue>632</issue><year>2019</year><pub-id pub-id-type="pmid">31698828</pub-id><pub-id pub-id-type="doi">10.3390/md17110632</pub-id></element-citation></ref>
<ref id="b23-ETM-28-1-12563"><label>23</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>XY</given-names></name><name><surname>Liu</surname><given-names>D</given-names></name><name><surname>Lin</surname><given-names>GP</given-names></name><name><surname>Wu</surname><given-names>YJ</given-names></name><name><surname>Gao</surname><given-names>LY</given-names></name><name><surname>Ai</surname><given-names>C</given-names></name><name><surname>Huang</surname><given-names>YF</given-names></name><name><surname>Wang</surname><given-names>MF</given-names></name><name><surname>El-Seedi</surname><given-names>HR</given-names></name><name><surname>Chen</surname><given-names>XH</given-names></name><name><surname>Zhao</surname><given-names>C</given-names></name></person-group><article-title>Anti-ageing and antioxidant effects of sulfate oligosaccharides from green algae Ulva lactuca and Enteromorpha prolifera in SAMP8 mice</article-title><source>Int J Biol Macromol</source><volume>139</volume><fpage>342</fpage><lpage>351</lpage><year>2019</year><pub-id pub-id-type="pmid">31377292</pub-id><pub-id pub-id-type="doi">10.1016/j.ijbiomac.2019.07.195</pub-id></element-citation></ref>
<ref id="b24-ETM-28-1-12563"><label>24</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sorrenti</surname><given-names>V</given-names></name><name><surname>Davinelli</surname><given-names>S</given-names></name><name><surname>Scapagnini</surname><given-names>G</given-names></name><name><surname>Willcox</surname><given-names>BJ</given-names></name><name><surname>Allsopp</surname><given-names>RC</given-names></name><name><surname>Willcox</surname><given-names>DC</given-names></name></person-group><article-title>Astaxanthin as a putative geroprotector: Molecular basis and focus on brain aging</article-title><source>Mar Drugs</source><volume>18</volume><issue>351</issue><year>2020</year><pub-id pub-id-type="pmid">32635607</pub-id><pub-id pub-id-type="doi">10.3390/md18070351</pub-id></element-citation></ref>
<ref id="b25-ETM-28-1-12563"><label>25</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>Z</given-names></name><name><surname>Xiao</surname><given-names>J</given-names></name><name><surname>Liu</surname><given-names>H</given-names></name><name><surname>Yao</surname><given-names>K</given-names></name><name><surname>Hou</surname><given-names>X</given-names></name><name><surname>Cao</surname><given-names>Y</given-names></name><name><surname>Liu</surname><given-names>X</given-names></name></person-group><article-title>Astaxanthin attenuates oxidative stress and immune impairment in D-galactose-induced aging in rats by activating the Nrf2/Keap1 pathway and suppressing the NF-&#x03BA;B pathway</article-title><source>Food Funct</source><volume>11</volume><fpage>8099</fpage><lpage>8111</lpage><year>2020</year><pub-id pub-id-type="pmid">32857080</pub-id><pub-id pub-id-type="doi">10.1039/d0fo01663b</pub-id></element-citation></ref>
<ref id="b26-ETM-28-1-12563"><label>26</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Herath</surname><given-names>HMUL</given-names></name><name><surname>Piao</surname><given-names>MJ</given-names></name><name><surname>Kang</surname><given-names>KA</given-names></name><name><surname>Zhen</surname><given-names>AX</given-names></name><name><surname>Fernando</surname><given-names>PDSM</given-names></name><name><surname>Kang</surname><given-names>HK</given-names></name><name><surname>Yi</surname><given-names>JM</given-names></name><name><surname>Hyun</surname><given-names>JW</given-names></name></person-group><article-title>Hesperidin exhibits protective effects against PM2.5-mediated mitochondrial damage, cell cycle arrest, and cellular senescence in human HaCaT keratinocytes</article-title><source>Molecules</source><volume>27</volume><issue>4800</issue><year>2022</year><pub-id pub-id-type="pmid">35956749</pub-id><pub-id pub-id-type="doi">10.3390/molecules27154800</pub-id></element-citation></ref>
<ref id="b27-ETM-28-1-12563"><label>27</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kumari</surname><given-names>R</given-names></name><name><surname>Jat</surname><given-names>P</given-names></name></person-group><article-title>Mechanisms of cellular senescence: Cell cycle arrest and senescence associated secretory phenotype</article-title><source>Front Cell Dev Biol</source><volume>9</volume><issue>645593</issue><year>2021</year><pub-id pub-id-type="pmid">33855023</pub-id><pub-id pub-id-type="doi">10.3389/fcell.2021.645593</pub-id></element-citation></ref>
<ref id="b28-ETM-28-1-12563"><label>28</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname><given-names>Q</given-names></name><name><surname>Wang</surname><given-names>W</given-names></name><name><surname>Wu</surname><given-names>J</given-names></name><name><surname>Qiu</surname><given-names>S</given-names></name><name><surname>Yuan</surname><given-names>S</given-names></name><name><surname>Fu</surname><given-names>PL</given-names></name><name><surname>Qian</surname><given-names>QR</given-names></name><name><surname>Xu</surname><given-names>YZ</given-names></name></person-group><article-title>Ubiquitin-specific protease 3 attenuates interleukin-1&#x03B2;-mediated chondrocyte senescence by deacetylating forkhead box O-3 via sirtuin-3</article-title><source>Bioengineered</source><volume>13</volume><fpage>2017</fpage><lpage>2027</lpage><year>2022</year><pub-id pub-id-type="pmid">34847835</pub-id><pub-id pub-id-type="doi">10.1080/21655979.2021.2012552</pub-id></element-citation></ref>
<ref id="b29-ETM-28-1-12563"><label>29</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>L</given-names></name><name><surname>Yang</surname><given-names>R</given-names></name><name><surname>Qiao</surname><given-names>W</given-names></name><name><surname>Zhang</surname><given-names>W</given-names></name><name><surname>Chen</surname><given-names>J</given-names></name><name><surname>Mao</surname><given-names>L</given-names></name><name><surname>Goltzman</surname><given-names>D</given-names></name><name><surname>Miao</surname><given-names>D</given-names></name></person-group><article-title>1,25-Dihydroxyvitamin D exerts an antiaging role by activation of Nrf2-antioxidant signaling and inactivation of p16/p53-senescence signaling</article-title><source>Aging Cell</source><volume>18</volume><issue>e12951</issue><year>2019</year><pub-id pub-id-type="pmid">30907059</pub-id><pub-id pub-id-type="doi">10.1111/acel.12951</pub-id></element-citation></ref>
<ref id="b30-ETM-28-1-12563"><label>30</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>JJ</given-names></name><name><surname>Ng</surname><given-names>SC</given-names></name><name><surname>Hsu</surname><given-names>JY</given-names></name><name><surname>Liu</surname><given-names>H</given-names></name><name><surname>Chen</surname><given-names>CJ</given-names></name><name><surname>Huang</surname><given-names>CY</given-names></name><name><surname>Kuo</surname><given-names>WW</given-names></name></person-group><article-title>Galangin reverses H<sub>2</sub>O<sub>2</sub>-induced dermal fibroblast senescence via SIRT1-PGC-1&#x03B1;/Nrf2 signaling</article-title><source>Int J Mol Sci</source><volume>23</volume><issue>1387</issue><year>2022</year><pub-id pub-id-type="pmid">35163314</pub-id><pub-id pub-id-type="doi">10.3390/ijms23031387</pub-id></element-citation></ref>
<ref id="b31-ETM-28-1-12563"><label>31</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname><given-names>N</given-names></name><name><surname>Reddi</surname><given-names>S</given-names></name><name><surname>Devi</surname><given-names>S</given-names></name><name><surname>Mada</surname><given-names>SB</given-names></name><name><surname>Kapila</surname><given-names>R</given-names></name><name><surname>Kapila</surname><given-names>S</given-names></name></person-group><article-title>Nrf2 dependent antiaging effect of milk-derived bioactive peptide in old fibroblasts</article-title><source>J Cell Biochem</source><volume>120</volume><fpage>9677</fpage><lpage>9691</lpage><year>2019</year><pub-id pub-id-type="pmid">30592315</pub-id><pub-id pub-id-type="doi">10.1002/jcb.28246</pub-id></element-citation></ref>
</ref-list>
</back>
<floats-group>
<fig id="f1-ETM-28-1-12563" position="float">
<label>Figure 1</label>
<caption><p>Inhibitory effect of ATX on H<sub>2</sub>O<sub>2</sub>- or PM<sub>2.5</sub>-induced intracellular ROS. (A) Viability of HaCaT cells cultured with 1, 2.5, 5, 7.5 and 10 &#x00B5;M ATX was detected using the MTT assay. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX-untreated cells. (B and C) Cells were cultured with 1, 2.5, 5 and 7.5 &#x00B5;M ATX, 1 mM NAC, 1 mM H<sub>2</sub>O<sub>2</sub>, or 50 &#x00B5;g/ml PM<sub>2.5</sub>. ROS scavenging effects were measured (B) via fluorescence spectrometer (<sup>&#x002A;</sup>P&#x003C;0.05 vs. H<sub>2</sub>O<sub>2</sub>-treated cells) and (C) through flow cytometry after staining with H<sub>2</sub>DCFDA (<sup>&#x002A;</sup>P&#x003C;0.05 vs. the PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells). ATX, astaxanthin; PM<sub>2.5</sub>, particulate matter 2.5; ROS, reactive oxygen species; NAC, N-acetyl cysteine.</p></caption>
<graphic xlink:href="etm-28-01-12563-g00.tif" />
</fig>
<fig id="f2-ETM-28-1-12563" position="float">
<label>Figure 2</label>
<caption><p>Recovery effect of ATX on antioxidant-related mediator inhibited by PM<sub>2.5</sub>. (A and B) The protein levels of phospho-NRF2 and NRF2, after (A) PM<sub>2.5</sub> or (B) ATX treatment for various time intervals were detected by western blotting. TBP was used a nuclear fraction loading control. <sup>&#x002A;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub> or ATX-untreated cells at 0 h. (C) The protein levels of phospho-NRF2 and NRF2 after treatment with ATX and/or PM<sub>2.5</sub> were detected by western blotting. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX or PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells. (D) The protein levels of Cu/Zn SOD, CAT, GPX1/2 and HO-1 after PM<sub>2.5</sub> treatment at various time intervals were detected by western blotting. Actin was used as a loading control. <sup>&#x002A;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-untreated cells at 0 h. (E) The protein levels of Cu/Zn SOD, CAT, GPX1/2 and HO-1 after cells were treated with ATX and/or PM<sub>2.5</sub> were detected by western blot analysis. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX or PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells. ATX, astaxanthin; PM<sub>2.5</sub>, particulate matter 2.5; TBP, TATA-binding protein; NRF2, nuclear factor erythroid 2-related factor 2; SOD, superoxide dismutase; CAT, catalase; GPX1/2, glutathione peroxidase 1/2; HO-1, heme oxygenase 1.</p></caption>
<graphic xlink:href="etm-28-01-12563-g01.tif" />
</fig>
<fig id="f3-ETM-28-1-12563" position="float">
<label>Figure 3</label>
<caption><p>Protective effect of ATX on PM<sub>2.5</sub>-induced DNA damage and cell cycle arrest. (A) The intracellular levels of 8-oxoG were measured by confocal microscopy after staining of avidin-TRITC. (B) Phospho-H2A.X and total H2A.X levels after PM<sub>2.5</sub> treatment at various time intervals were detected by western blotting. <sup>&#x002A;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-untreated cells at 0 h. (C) Phospho-H2A.X and total H2A.X levels after treatment with ATX and/or PM<sub>2.5</sub> were detected by western blotting. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX or PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells. (D) Cell cycle was detected by flow cytometry after staining with propidium iodide. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX or PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells. (E) Cell viability was measured by MTT assay. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX or PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells. ATX, astaxanthin; PM<sub>2.5</sub>, particulate matter 2.5; 8-oxoG, 8-oxoguanine DNA glycosylase; H2A.X, H2A histone family member X.</p></caption>
<graphic xlink:href="etm-28-01-12563-g02.tif" />
</fig>
<fig id="f4-ETM-28-1-12563" position="float">
<label>Figure 4</label>
<caption><p>Inhibitory effects of ATX on PM<sub>2.5</sub>-induced transcription factor, AP-1, pro-inflammatory cytokines and MMPs. (A and B) Western blot assay was performed for the detection of (A) protein levels of phospho-c-Jun, c-Jun, c-Fos, and (B) protein levels of IL-1&#x03B2;, MMP-2 and MMP-9. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX or PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells. MMPs, matrix metalloproteinases; c-Jun, jun proto-oncogene, AP-1 transcription factor subunit; c-Fos, fos proto-oncogene, AP-1 transcription factor subunit.</p></caption>
<graphic xlink:href="etm-28-01-12563-g03.tif" />
</fig>
<fig id="f5-ETM-28-1-12563" position="float">
<label>Figure 5</label>
<caption><p>Inhibitory effect of ATX on PM<sub>2.5</sub>-induced senescence. (A) p16 levels after PM<sub>2.5</sub> treatment at various time intervals were detected by western blot analysis. (B) p16 levels after cells were treated with ATX and/or PM<sub>2.5</sub> were detected by western blotting. (C and D) Cells were stained using SPiDER-&#x03B2;-Gal and the senescent cells were detected by (C) flow cytometry and (D) confocal microscopy. Green fluorescence was observed in the cytoplasm of senescent cells, indicating elevated SA-&#x03B2;-gal activity. <sup>&#x002A;</sup>P&#x003C;0.05 vs. ATX or PM<sub>2.5</sub>-untreated cells; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated cells. ATX, astaxanthin; PM<sub>2.5</sub>, particulate matter 2.5; p16, cyclin dependent kinase inhibitor 2A; SA-&#x03B2;-gal, senescence-associated beta-galactosidase,</p></caption>
<graphic xlink:href="etm-28-01-12563-g04.tif" />
</fig>
<fig id="f6-ETM-28-1-12563" position="float">
<label>Figure 6</label>
<caption><p>Inhibitory effect of ATX on PM<sub>2.5</sub>-induced senescence via the NRF2. (A and B) After transfection of cells with siRNA against NRF2, (A) ROS levels of the siControl RNA and siNRF2 RNA groups were measured using a confocal microscope by H<sub>2</sub>DCFDA staining, with green fluorescence indicating elevated intracellular ROS levels, and (B) SA-&#x03B2;-gal activity was detected using flow cytometry. <sup>&#x002A;</sup>P&#x003C;0.05 vs. siControl RNA group; <sup>&#x0023;</sup>P&#x003C;0.05 vs. PM<sub>2.5</sub>-treated siControl RNA group; <sup>&#x0026;</sup>P&#x003C;0.05 vs. ATX and PM<sub>2.5</sub>-treated siControl RNA group. ATX, astaxanthin; PM<sub>2.5</sub>, particulate matter 2.5; NRF2, nuclear factor erythroid 2-related factor 2; si-, small interfering; ROS, reactive oxygen species; SA-&#x03B2;-gal, senescence-associated beta-galactosidase.</p></caption>
<graphic xlink:href="etm-28-01-12563-g05.tif" />
</fig>
</floats-group>
</article>
