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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJMM</journal-id>
<journal-title>International Journal of Molecular Medicine</journal-title>
<issn pub-type="ppub">1107-3756</issn>
<issn pub-type="epub">1791-244X</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ijmm.2012.1117</article-id>
<article-id pub-id-type="publisher-id">ijmm-30-05-1194</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject></subj-group></article-categories>
<title-group>
<article-title>Titrated extract of <italic>Centella asiatica</italic> provides a UVB protective effect by altering microRNA expression profiles in human dermal fibroblasts</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>AN</surname><given-names>IN-SOOK</given-names></name><xref ref-type="aff" rid="af1-ijmm-30-05-1194"><sup>1</sup></xref><xref ref-type="fn" rid="fn1-ijmm-30-05-1194"><sup>&#x0002A;</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>AN</surname><given-names>SUNGKWAN</given-names></name><xref rid="af1-ijmm-30-05-1194" ref-type="aff"><sup>1</sup></xref><xref ref-type="aff" rid="af2-ijmm-30-05-1194"><sup>2</sup></xref><xref ref-type="fn" rid="fn1-ijmm-30-05-1194"><sup>&#x0002A;</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>KANG</surname><given-names>SANG-MO</given-names></name><xref rid="af3-ijmm-30-05-1194" ref-type="aff"><sup>3</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>CHOE</surname><given-names>TAE-BOO</given-names></name><xref rid="af3-ijmm-30-05-1194" ref-type="aff"><sup>3</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>LEE</surname><given-names>SUNG NAE</given-names></name><xref rid="af4-ijmm-30-05-1194" ref-type="aff"><sup>4</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>JANG</surname><given-names>HYUN HEE</given-names></name><xref rid="af5-ijmm-30-05-1194" ref-type="aff"><sup>5</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>BAE</surname><given-names>SEUNGHEE</given-names></name><xref rid="af2-ijmm-30-05-1194" ref-type="aff"><sup>2</sup></xref><xref ref-type="corresp" rid="c1-ijmm-30-05-1194"/></contrib></contrib-group>
<aff id="af1-ijmm-30-05-1194">
<label>1</label>Korea Institute for Skin and Clinical Sciences</aff>
<aff id="af2-ijmm-30-05-1194">
<label>2</label>Molecular-Targeted Drug Research Center and</aff>
<aff id="af3-ijmm-30-05-1194">
<label>3</label>Department of Microbial Engineering, Konkuk University, Seoul 143-701;</aff>
<aff id="af4-ijmm-30-05-1194">
<label>4</label>Department of Cosmetology, Kyung-In Women&#x02019;s College, Incheon Metropolitan City 407-740;</aff>
<aff id="af5-ijmm-30-05-1194">
<label>5</label>School of Cosmetology, Kyungbok University, Pocheon-si, Gyeonggi-do 487-717, 
<country>Republic of Korea</country></aff>
<author-notes>
<corresp id="c1-ijmm-30-05-1194">Correspondence to: Dr Seunghee Bae, Molecular-Targeted Drug Research Center, Konkuk University, 1 Hwayangdong, Gwangjin-gu, Seoul 143-701, Republic of Korea, E-mail: <email>sbae@konkuk.ac.kr</email></corresp><fn id="fn1-ijmm-30-05-1194" fn-type="equal">
<label>&#x0002A;</label>
<p>Contributed equally</p></fn></author-notes>
<pub-date pub-type="collection">
<month>11</month>
<year>2012</year></pub-date>
<pub-date pub-type="ppub">
<month>11</month>
<year>2012</year></pub-date>
<pub-date pub-type="epub">
<day>04</day>
<month>09</month>
<year>2012</year></pub-date>
<volume>30</volume>
<issue>5</issue>
<fpage>1194</fpage>
<lpage>1202</lpage>
<history>
<date date-type="received">
<day>05</day>
<month>06</month>
<year>2012</year></date>
<date date-type="accepted">
<day>20</day>
<month>08</month>
<year>2012</year></date></history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2012, Spandidos Publications</copyright-statement>
<copyright-year>2012</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0">
<p>This is an open-access article licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported License. The article may be redistributed, reproduced, and reused for non-commercial purposes, provided the original source is properly cited.</p></license></permissions>
<abstract>
<p>The titrated extract of <italic>Centella asiatica</italic> (TECA) is a reconstituted mixture comprising of asiatic acid, madecassic acid, asiaticoside and madecassoside, and is used as a therapeutic agent in wound healing and also as an anti-microbial, anticancer and anti-aging agent. Although these properties and the associated cell signaling pathways have been elucidated, the cellular mechanism of anti-photoaging upon ultraviolet (UV) exposure in normal human dermal fibroblasts (NHDFs) remains unknown. In this study, we investigated the photoprotective role of TECA via microRNA (miRNA) expression profiling analysis. Low dose of TECA did not exhibit toxicity and showed a protective effect against UVB irradiation in NDHFs. miRNA microarray experiments revealed that specific miRNAs were altered by TECA stimulation in UVB-irradiated NHDFs. Functional bioinformatic analysis showed that the putative target genes of the altered miRNAs were associated with the positive regulation of cell proliferation, anti-apoptosis, small GTPase- and Ras-mediated signal transduction and activation of MAPKK. Therefore, these results suggest that TECA may serve as a potential natural chemoprotective agent against UVB-mediated damage in NHDFs through changes in the expression of specific miRNAs.</p></abstract>
<kwd-group>
<kwd><italic>Centella asiatica</italic></kwd>
<kwd>dermal fibroblast</kwd>
<kwd>UVB irradiation</kwd>
<kwd>miRNA expression</kwd>
<kwd>cell viability</kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p><italic>Centella asiatica</italic> (L.) Urb. (Apiaceae), also known as pegaga and gotu kola, has been used as a medicine in tropical regions. This plant contains pharmacologically active compounds including various pentacyclic triterpene derivatives, such as centelloids (<xref ref-type="bibr" rid="b1-ijmm-30-05-1194">1</xref>&#x02013;<xref ref-type="bibr" rid="b3-ijmm-30-05-1194">3</xref>). The <italic>Centella asiatica</italic> (<italic>C. asiatica</italic>) extract contains four major triterpenoids, namely asiatic acid, madecassic acid, asiaticoside and madecassoside, and this mixture is commercially marketed as a titrated extract of <italic>Centella asiatica</italic> (TECA). The <italic>C. asiatica</italic> extract is used as an anti-microbial, anti-oxidative and anticancer agent, as well as a therapeutic agent in the various processes of wound healing, such as coagulation, inflammation, cell migration and proliferation as well as scar formation and remodeling (<xref ref-type="bibr" rid="b4-ijmm-30-05-1194">4</xref>&#x02013;<xref ref-type="bibr" rid="b9-ijmm-30-05-1194">9</xref>). Following reports of the wound-healing properties of <italic>C. asiatica</italic> in various studies, it has been used in skin cell development and therapy. The major components of the skin are collagen types I and III, which play a key role in wound healing and are directly related to skin aging (<xref ref-type="bibr" rid="b10-ijmm-30-05-1194">10</xref>). Indeed, the <italic>C. asiatica</italic> extract can promote an increase in both fibronectin and collagen synthesis by 20&#x02013;35&#x00025; in skin fibroblasts (<xref ref-type="bibr" rid="b7-ijmm-30-05-1194">7</xref>,<xref ref-type="bibr" rid="b10-ijmm-30-05-1194">10</xref>&#x02013;<xref ref-type="bibr" rid="b12-ijmm-30-05-1194">12</xref>). Furthermore, the <italic>C. asiatica</italic> extract plays an important role in the process of anti-oxidation by reducing the activity of reactive oxygen species (ROS), and thus prevents hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>)-induced senescence in normal human dermal fibroblasts (NHDFs) (<xref ref-type="bibr" rid="b13-ijmm-30-05-1194">13</xref>&#x02013;<xref ref-type="bibr" rid="b15-ijmm-30-05-1194">15</xref>).</p>
<p>Similar to ROS, ultraviolet (UV) radiation targets the skin and continues to induce skin aging and cancer. Among the three types of UV light (UVA, UVB and UVC), the UVB light only penetrates into the epidermis and, therefore, UVB radiation at a high dose can elicit severe skin damage. UV radiation stimulates several biological processes in the skin, which include adaptive, inflammatory and immunological reactions. Following UV irradiation, adaptive responses are induced in the form of <italic>stratum corneum</italic> thickening, pigmentation and epidermal hyperplasia (<xref ref-type="bibr" rid="b16-ijmm-30-05-1194">16</xref>,<xref ref-type="bibr" rid="b17-ijmm-30-05-1194">17</xref>). UV exposure mediates an inflammatory response, which is manifested as erythema and redness, and is followed by the induction of apoptosis in keratinocytes (<xref ref-type="bibr" rid="b16-ijmm-30-05-1194">16</xref>,<xref ref-type="bibr" rid="b18-ijmm-30-05-1194">18</xref>). Therefore, chronic UV irradiation results in skin photoaging, which is characterized by irregular pigmentation, dryness of the skin, wrinkling and elastosis (<xref ref-type="bibr" rid="b18-ijmm-30-05-1194">18</xref>,<xref ref-type="bibr" rid="b19-ijmm-30-05-1194">19</xref>). Also, UV radiation activates multiple signaling cascades, such as p38 mitogen-activated protein kinase (MAPK), Jun N-terminal kinase (JNK), extracellular signal-regulated kinase 1/2 (ERK1/2) and the NF&#x003BA;B pathways in skin cells (<xref ref-type="bibr" rid="b19-ijmm-30-05-1194">19</xref>).</p>
<p>A preliminary study suggested that the <italic>C. asiatica</italic> extract can serve as a potential natural protectant against UVB damage in NHDFs (<xref ref-type="bibr" rid="b20-ijmm-30-05-1194">20</xref>). However, the cellular mechanisms underlying the photoprotective effect of TECA against UV irradiation have yet to be studied. This is the first report to elucidate the cellular mechanisms of TECA-mediated photoprotection against UV through the investigation of microRNA (miRNA) expression profiling changes in NHDFs.</p></sec>
<sec sec-type="methods">
<title>Materials and methods</title>
<sec>
<title>Cell culture</title>
<p>The NHDF cells were purchased from Lonza (Basel, Switzerland) and grown in DMEM media (Gibco-Invitrogen Life Technologies, Carlsbad, CA, USA) containing 10&#x00025; fetal bovine serum (FBS; Sigma-Aldrich, St. Louis, MO, USA) with penicillin/streptomycin in a humidified chamber at 37&#x000B0;C under 5&#x00025; CO<sub>2</sub>. Cells (4&#x000D7;10<sup>3</sup>) were seeded into 96-well plates a day before UVB exposure and treatment with the <italic>C. asiatica</italic> extract. For RNA purification, 7&#x000D7;10<sup>5</sup> cells were seeded into 60-mm dishes.</p></sec>
<sec>
<title>UVB irradiation and TECA treatment</title>
<p>Prior to UVB irradiation, cells were pre-treated with control dimethylsulfoxide (DMSO; Sigma-Aldrich) or TECA (Bayer HealthCare, Berlin, Germany) for 4 h. Cells were washed with PBS twice and then exposed to 100 mJ/cm<sup>2</sup> UVB without covering the 96-well plates or 60-mm dishes, so that the UVB light was not filtered. Following irradiation, the cells were cultured for 24 h in DMEM media containing 10&#x00025; FBS with DMSO or TECA.</p></sec>
<sec>
<title>RNA purification and qualification</title>
<p>NHDF cells exposed to UVB with or without TECA were collected, and then total-RNA, including mRNAs, small RNAs and miRNAs, was extracted and purified from each cell pellet using TRIzol reagent (Invitrogen Life Technologies) according to the manufacturer&#x02019;s protocol. The integrity of each RNA sample was verified using an Agilent 2100 Bioanalyzer<sup>&#x000AE;</sup> (Agilent Technologies, Santa Clara, CA, USA). The quality and concentration of each RNA sample were determined using MaestroNano<sup>&#x000AE;</sup>, a micro-volume spectrophotometer (Maestrogen, Las Vegas, NV, USA). RNA quality parameters for the miRNA microarray analysis were: A260/280 and A260/A230 values &#x0003E;1.8 and an RNA integrity number (RIN) &#x0003E;8.0.</p></sec>
<sec>
<title>Microarray analysis of miRNA expression</title>
<p>The miRNA profiling analysis was performed using the SurePrint G3 Human v16 miRNA 8&#x000D7;60K (Agilent Technologies) that contained probes for 1,205 and 144 human viral miRNAs. The qualified RNA samples (100 ng) were first dephosphorylated using calf intestinal alkaline phosphatase (CIP) at 37&#x000B0;C for 30 min. Next, DMSO was added to each sample, and the samples were incubated at 100&#x000B0;C for 10 min and immediately transferred to an ice-water bath. The dephosphorylated RNA samples were labeled with cyanine 3-pCp using T4 RNA ligase by incubation at 16&#x000B0;C for 2 h. After the labeling reaction, the samples were completely dried using a vacuum concentrator at 55&#x000B0;C for 4 h. The dried samples were treated with GE Blocking Agent (Agilent Technologies) and hybridized to the probes on the microarray at 55&#x000B0;C with a constant rotation at 20 rpm in the Agilent Microarray Hybridization Chamber (Agilent Technologies) for 20 h. The microarray slide was washed and scanned using the Agilent scanner to obtain the microarray image. The numerical data for the miRNA profiles were extracted from the image using the Feature Extraction program (Agilent Technologies). These data were analyzed with the aid of the GeneSpring GX software version 7.3 (Agilent Technologies).</p></sec>
<sec>
<title>Classification of miRNAs</title>
<p>Among the total miRNAs probed on the microarray, 866 human miRNAs were selected for further analysis. The miRNAs whose flags were present in at least one sample were filtered and applied to the fold-change analysis. The fold-change analysis was conducted to select miRNAs whose expression changed by a factor of 1.2-fold or more between the following two groups: UVB-exposed and DMSO-treated NHDF control cells and UVB-exposed and 50 &#x003BC;g/ml TECA-treated NHDFs.</p></sec>
<sec>
<title>Bioinformatic analysis of miRNAs</title>
<p>Changes in miRNA expression of 1.2-fold and more between the two groups were selected, and their putative cellular target genes were determined using MicroCosm Target version 5 (<ext-link xlink:href="www.ebi.ac.uk/enright-srv/microcosm/thdoc/targets/v5/" ext-link-type="uri">www.ebi.ac.uk/enright-srv/microcosm/thdoc/targets/v5/</ext-link>). Using a gene ontology (GO) analysis tool, AmiGO (<ext-link xlink:href="amigo.geneontology.org/cgi-bin/amigo/browse.cgi" ext-link-type="uri">amigo.geneontology.org/cgi-bin/amigo/browse.cgi</ext-link>), the target genes were categorized into the following four groups: aging, apoptosis, cell proliferation and skin development. Further GO analysis for miRNA target genes that were also identified by cross-linking and Argonaute (Ago) immunoprecipitation coupled with high-throughput sequencing (CLIP-Seq) data was performed using starBase web-based bioinformatics tools (<ext-link xlink:href="starBase.sysu.edu.cn" ext-link-type="uri">starBase.sysu.edu.cn</ext-link>) (<xref ref-type="bibr" rid="b21-ijmm-30-05-1194">21</xref>).</p></sec></sec>
<sec sec-type="results">
<title>Results</title>
<sec>
<title>TECA treatment inhibits the decrease in cell viability caused by UVB irradiation in NHDFs</title>
<p>We first screened for the dose range of TECA that is cytotoxic to NHDF cells. NHDF cells were treated with a series of four concentrations of TECA (25, 50, 100 and 200 &#x003BC;g/ml) for 24 h, and the WST-1-based cellular toxicity assay was used to determine the level of cell viability. As shown in <xref rid="f1-ijmm-30-05-1194" ref-type="fig">Fig. 1A</xref>, low doses (up to 50 &#x003BC;g/ml) of TECA increased cell viability slightly; however, relatively high doses (100 and 200 &#x003BC;g/ml) of TECA decreased cell viability. In particular, although 100 &#x003BC;g/ml of TECA exhibited a low toxicity on NHDF cells, 200 &#x003BC;g/ml of TECA largely decreased cell viability. Therefore, TECA concentrations of 25, 50 and 100 &#x003BC;g/ml were chosen for further experiments. Next, we investigated the protective effect of TECA treatment against UVB-mediated damage of NHDFs. A day before UVB irradiation, NHDF cells were seeded and incubated in 96-well plates. The cells were then pre-treated with TECA, at the indicated concentration, for 4 h. The cells were then washed with PBS and exposed to 100 mJ/cm<sup>2</sup> of UVB without putting any protective covers on the microplates. Following UVB irradiation, the cells were incubated with TECA, at the indicated concentration, for 24 h. Cell viability was determined using the WST-1 assay, which revealed that treatment with TECA, in the range of 25 and 50 &#x003BC;g/ml, markedly restored the UVB-mediated loss of cell viability in NHDFs to the normal status in a dose-dependent manner (<xref rid="f2-ijmm-30-05-1194" ref-type="fig">Fig. 2B</xref>). Treatment with 100 &#x003BC;g/ml of TECA did not increase cell viability more than the 50 &#x003BC;g/ml of TECA, which can be attributed to the cytotoxic effect of 100 &#x003BC;g/ml TECA on NHDF cells. Therefore, TECA displayed a protective effect against UVB-mediated loss of cell survival observed in NHDF cells.</p></sec>
<sec>
<title>The protective role of TECA in UVB-induced NHDF damage is reflected as miRNA expression profiling changes</title>
<p>Since miRNA is an important small non-coding RNA molecule that regulates development, differentiation, proliferation and apoptosis (<xref ref-type="bibr" rid="b22-ijmm-30-05-1194">22</xref>&#x02013;<xref ref-type="bibr" rid="b25-ijmm-30-05-1194">25</xref>), we determined the protective effect of TECA against UVB-induced cell damage through a miRNA expression profiling analysis. Total-RNAs were purified from UVB-irradiated NHDF control cells and from 50 &#x003BC;g/ml of TECA-stimulated and UVB-irradiated NHDF cells, after which miRNA microarrays were performed using the Agilent SurePrint G3 Human v16 miRNA 8&#x000D7;60K, as described in Materials and methods. A total of 1,205 human miRNAs, including 144 human viral miRNAs, were selected to analyze the miRNA profiles. The human miRNAs whose flags were present in at least one sample were continuously filtered to obtain more defined data using the Agilent GeneSpring software. As shown in <xref rid="f2-ijmm-30-05-1194" ref-type="fig">Fig. 2A</xref>, a total of 40 human miRNAs were differentially expressed following stimulation with TECA in UVB-irradiated NHDF cells compared to cells exposed to UVB alone. Upregulated miRNAs are shown in the left panel and downregulated miRNAs are shown in the right panel of <xref rid="f2-ijmm-30-05-1194" ref-type="fig">Fig. 2A</xref>. The color bar displaying altered fluorescence intensity corresponds to miRNAs that were either upregulated (red colors) or downregulated (blue color) by TECA stimulation. The full list of the 40 miRNAs whose expression was altered by TECA is listed in <xref rid="t1-ijmm-30-05-1194" ref-type="table">Table I</xref>. The asterisk following the name indicates non-functional miRNA or passenger strand that is released from the miRNA duplex (<xref ref-type="bibr" rid="b26-ijmm-30-05-1194">26</xref>). Recent studies suggest that miRNA<sup>&#x0002A;</sup> may offer potential opportunities for contributing to the regulation network (<xref ref-type="bibr" rid="b27-ijmm-30-05-1194">27</xref>). As shown in <xref rid="f2-ijmm-30-05-1194" ref-type="fig">Fig. 2B</xref>, 19 miRNAs were upregulated and 21 miRNAs were downregulated under the experimental conditions. Although the majority of miRNAs did not show significant changes in expression, treatment with TECA did affect certain miRNA expression levels in NHDFs. These differentially expressed miRNAs may be involved in specific mechanisms of TECA-mediated cellular responses during the inhibition of UVB-induced cell damage in NHDFs.</p></sec>
<sec>
<title>Bioinformatic analysis of TECA-specific miRNAs and their putative target genes in UVB-induced damage in NHDF cells</title>
<p>miRNA expression profiling suggested a protective role of TECA against UVB-induced damage that may be dependent on the regulation of TECA-specific miRNA expression. These results further highlight the significance of the altered miRNA expression in light of the photoprotective property of TECA in UVB-induced damage of NHDFs. Since the cellular functions of miRNAs are mediated by controlling their target gene expression (<xref ref-type="bibr" rid="b28-ijmm-30-05-1194">28</xref>), we analyzed the cellular meaning of the TECA-dependent miRNA expression changes by sorting them according to three independent criteria (<xref rid="f3-ijmm-30-05-1194" ref-type="fig">Fig. 3</xref>): i) the putative target genes of the differentially expressed miRNAs; ii) the cellular functions of the target genes; and iii) the target genes involved in TECA-mediated protective properties. First, using the miRBase Target Database tool, Microcosm, we identified approximately 2,758 potential targets for all miRNA, excluding human viral miRNAs. A total of 1,479 genes were identified as potential target genes for the upregulated miRNAs and 1,279 genes were identified as potential target genes for the downregulated miRNAs. Next, we identified the potential target genes involved in TECA-mediated protective properties against UVB damage, such as aging, apoptosis, cell proliferation and skin development. Using a GO web-based tool, AmiGO, we arranged the gene information in four classes: a total of 388 genes in aging, 3,824 genes in apoptosis, 3,148 genes in cell proliferation and 399 genes in skin development were identified (data not shown). We then compared these genes with the putative target genes (1,479 genes corresponding to upregulated miRNAs and 1,279 genes corresponding to downregulated miRNAs), and the overlapping genes in the two groups are listed in <xref rid="t2-ijmm-30-05-1194" ref-type="table">Tables II</xref> and <xref rid="t3-ijmm-30-05-1194" ref-type="table">III</xref>. Some of the miRNAs were potentially targeted by more than one miRNA, since a single miRNA may target a number of mRNAs, and, conversely, a single mRNA target may be modulated by several miRNAs (<xref ref-type="bibr" rid="b29-ijmm-30-05-1194">29</xref>).</p>
<p>The GO terms in <xref rid="t2-ijmm-30-05-1194" ref-type="table">Tables II</xref> and <xref rid="t3-ijmm-30-05-1194" ref-type="table">III</xref> cover a relatively wide range of cellular processes. For example, the GO term of apoptosis encompasses all the genes involved in apoptosis-promoting and apoptosis-inhibiting processes. Therefore, for a more accurate analysis, we rearranged the results shown in <xref rid="t2-ijmm-30-05-1194" ref-type="table">Tables II</xref> and <xref rid="t3-ijmm-30-05-1194" ref-type="table">III</xref> into a subset of GO terms, such as positive or negative regulation of the cell cycle, cell division, cell proliferation, cell growth and apoptosis, GTPase-, Ras-, MAPKK-mediated signal transduction and DNA-dependent transcription. As shown in <xref rid="f4-ijmm-30-05-1194" ref-type="fig">Fig. 4</xref>, the target genes of the upregulated miRNAs are involved in promoting processes of cell proliferation; however, the target genes of the downregulated miRNAs are involved in inhibiting processes of apoptosis. Therefore, these findings suggest that TECA-mediated protective effects against UVB-induced damage in NHDFs is related to the changes in expression of specific miRNAs involved in cell proliferation and apoptosis.</p></sec></sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>The present study demonstrated that TECA exhibits a protective effect against UVB-mediated damage in NHDF cells via regulation of miRNA expression. The cytotoxicity and viability assay revealed that a low dose of TECA (25 and 50 &#x003BC;g/ml) is not toxic to NHDF cells, and UVB-mediated loss of cell viability is recovered by stimulation with low doses of TECA. Also, TECA stimulation of NHDF cells changes their miRNA expression profiles, and the differentially expressed miRNAs may have potential anti-apoptotic properties, as revealed by a bioinformatic analysis of their putative target genes and GO analysis of the target genes. Therefore, TECA-mediated changes in miRNA expression may regulate the anti-proliferative effect of UVB irradiation on NHDF cells.</p>
<p>The bioinformatic analysis shown in <xref rid="f4-ijmm-30-05-1194" ref-type="fig">Fig. 4</xref> may represent the paradoxical roles of TECA in NHDF cell proliferation, since some of the target genes of the upregulated miRNAs were functionally associated with positive regulation of the cell cycle and cell division and with negative regulation of cell growth, thus suggesting that the TECA-mediated upregulation of miRNAs can inhibit cell proliferation. However, these results may be due to the residual cytotoxicity of UVB irradiation in the system used. The fact that treatment with 50 &#x003BC;g/ml TECA did not completely restore the UVB-induced loss of cell viability to the normal status indicates that the anti-proliferative effect of UVB remained, although at a low level, in the experiments shown in <xref rid="f1-ijmm-30-05-1194" ref-type="fig">Fig. 1B</xref>. Of note, the target genes of the miRNAs that were downregulated by TECA were functionally related to anti-apoptosis, negative regulation of cell growth, cell cycle and cell division. These results demonstrate that the downregulated miRNAs can functionally induce pathways of anti-apoptosis and cell proliferation.</p>
<p>Additionally, the target genes of the miRNAs upregulated by TECA were shown to be involved in small GTPase-mediated signal transduction and Ras protein signal transduction. These results indicate that the TECA-mediated anti-apoptotic effect against UVB-mediated NHDF damage can be mediated by inhibiting the small GTPase- and Ras-mediated signaling pathways via upregulation of miRNAs that target the genes involved in the above mechanisms. Rac1 is a small Rho GTPase, which is a key transducer of proliferation and apoptosis in various cells, including NHDFs (<xref ref-type="bibr" rid="b30-ijmm-30-05-1194">30</xref>&#x02013;<xref ref-type="bibr" rid="b32-ijmm-30-05-1194">32</xref>). Rac1 has primarily been found to induce NHDF proliferation via phosphorylation of the oncogene c-myc (<xref ref-type="bibr" rid="b32-ijmm-30-05-1194">32</xref>). However, the pro-apoptotic roles of Rac1 have been reported in previous studies. Rac1 induces apoptosis via JNK in epithelial cells (<xref ref-type="bibr" rid="b33-ijmm-30-05-1194">33</xref>). Also, Rac1 stimulates apoptosis through the activation of trivalent chromium in human dermal fibroblasts (<xref ref-type="bibr" rid="b34-ijmm-30-05-1194">34</xref>). Furthermore, Rac1 is necessary for the apoptotic process induced by UV irradiation in Rat-2 fibroblasts, suggesting a stimulatory role of Rac1 in apoptosis caused by perturbation of homeostasis (<xref ref-type="bibr" rid="b35-ijmm-30-05-1194">35</xref>). Although Ras proteins are known as oncogenes, their pro-apoptotic function has also been reported. UV irradiation induces apoptosis via the activation of Ha-ras and via increasing the phosphorylation of Raf-1 and subsequently activating c-Jun and other AP-1 proteins (<xref ref-type="bibr" rid="b36-ijmm-30-05-1194">36</xref>). The R-Ras protein promotes apoptosis that is caused by growth factor deprivation in Rat-1 fibroblasts. Furthermore, in response to stress, the GTP-bound Ras activates MEKKSEK-SARK-c-JUN and induces apoptosis (<xref ref-type="bibr" rid="b37-ijmm-30-05-1194">37</xref>&#x02013;<xref ref-type="bibr" rid="b39-ijmm-30-05-1194">39</xref>). Therefore, there is a strong possibility that the protective effect of TECA treatment in UVB-irradiated NHDFs can be induced by upregulation of specific miRNAs that inhibit the signal transduction mediated by small GTPases and Ras.</p>
<p>We also showed that the majority of the target genes of the miRNAs upregulated by TECA were involved in the activation of MAPKK activity. MAPKK is a kinase that phosphorylates a MAPK, such as p38, JNK and ERK1/2. UV irradiation of skin cells including keratinocytes, melanocytes and dermal fibroblasts can regulate cell fate via the activation of MAPK-mediated signaling pathways. UV-activated p38 MAPK and JNK in skin cells have been shown to be involved in both cell survival and cell death pathways (<xref ref-type="bibr" rid="b40-ijmm-30-05-1194">40</xref>&#x02013;<xref ref-type="bibr" rid="b43-ijmm-30-05-1194">43</xref>). However, the ERK1/2 pathway has been implicated in generating anti-apoptotic signals in skin cells (<xref ref-type="bibr" rid="b44-ijmm-30-05-1194">44</xref>). Also, UV irradiation did not increase p38 and JNK protein synthesis in the cells, but rather increased the level of phosphorylated p38 activity (<xref ref-type="bibr" rid="b45-ijmm-30-05-1194">45</xref>,<xref ref-type="bibr" rid="b46-ijmm-30-05-1194">46</xref>). These results indicate that UV irradiation causes phosphorylation-mediated activation of p38 MAPK, JNK and ERK1/2 in skin cells; however, its effects on cells can be observed in both apoptosis and cell survival. Therefore, the reason that the target genes of upregulated miRNAs are highly involved in the activation of MAPKK activity is the possibility that the UVB-protective properties of TECA can be mediated through the regulation of biphasic MAPK responses.</p>
<p>In conclusion, we determined for the first time that TECA treatment of UVB-exposed NHDF cells causes a photoprotective effect via a change in miRNA expression. The cellular mechanisms underlying the photoprotective effect of TECA against UV irradiation remain unknown; however, our study provides substantial evidence of the role of TECA as a chemoprotective agent against UVB-mediated damage in human dermal fibroblasts. Although further studies must be performed to verify the predicted miRNA targets identified in this study, our results suggest that characterization of TECA-specific miRNA changes may provide a useful approach to understanding cellular responses to TECA in UVB-induced NHDF damage.</p></sec></body>
<back>
<ack>
<p>We thank all the members of our research group for their support and advice during this study. This study was supported by the Ministry of Education, Science and Technology (grant 20110028646 to S.A.) of the Republic of Korea.</p></ack>
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<sec sec-type="display-objects">
<title>Figures and Tables</title>
<fig id="f1-ijmm-30-05-1194" position="float">
<label>Figure 1.</label>
<caption>
<p>UVB-mediated loss of cell viability in NHDFs was recovered by TECA treatment. (A) The cellular toxicity of TECA on NHDF cells. NHDF cells (4&#x000D7;10<sup>3</sup> cells) were seeded on 96-well plates and then treated with a series of indicated TECA concentrations for 24 h. Cellular toxicity was measured by the WST-1 assay. The graph represents the mean &#x000B1; SD of the relative cell viability in each sample from triplicate experiments. The Student&#x02019;s t-test was performed to determine statistical significance (<sup>&#x0002A;</sup>p&#x0003C;0.05). (B) The protective effect of TECA treatment against UVB-induced damage in NHDF cells. After seeding NHDF cells (4&#x000D7;10<sup>3</sup> cells) on 96-well plates, the cells were incubated for 24 h. Prior to UVB exposure, the cells were pre-treated with control DMSO and TECA for 4 h. Then, the cells were washed with PBS and exposed to 100 mJ/cm<sup>2</sup> of UVB radiation without filter protection. After exposure, the cells were incubated with media containing DMSO and various concentrations of TECA as indicated. After further incubation for 24 h, cell viability was determined using the WST-1 assay. The results are representative of three independent experiments (mean &#x000B1; SD are shown). The Student&#x02019;s t-test was performed to determine statistical significance (<sup>&#x0002A;</sup>p&#x0003C;0.05).</p></caption>
<graphic xlink:href="IJMM-30-05-1194-g00.gif"/></fig>
<fig id="f2-ijmm-30-05-1194" position="float">
<label>Figure 2.</label>
<caption>
<p>Change in miRNA expression due to TECA treatment. (A) TECA treatment of UVB-exposed NHDF cells induces changes in miRNA expression profiles. NHDFs were pre-treated with TECA (50 &#x003BC;g/ml) for 4 h and washed with PBS. The cells were then exposed to UVB irradiation and further incubated with fresh media containing DMSO or TECA. The cells were collected and total-RNA of each sample was purified. miRNA microarrays were performed to identify the changes in miRNA expression profiles. The types of miRNAs upregulated (left panel) and downregulated (right panel) by TECA treatment and their expression levels in UVB-exposed NHDF cells are represented by a heat-map image. (B) The graph represents the number of upregulated and miRNA downregulated by TECA treatment of UVB-exposed NHDF cells. Asterisk (<sup>&#x0002A;</sup>) represents passenger strand from the miRNA duplex.</p></caption>
<graphic xlink:href="IJMM-30-05-1194-g01.gif"/></fig>
<fig id="f3-ijmm-30-05-1194" position="float">
<label>Figure 3.</label>
<caption>
<p>Bioinformatic analysis pipeline in this study. After selecting the differentially expressed miRNAs following TECA treatment of UVB-exposed NHDF cells, the cellular functions of the selected miRNAs were determined by several bioinformatic tools, such as MicroCosm, AmiGO and starBase. The putative cellular target genes of each miRNA were predicted by MicroCosm. The target genes were categorized into four groups, based on their functions related to aging, apoptosis, cell proliferation and skin development. Further GO analysis of the miRNA target genes was performed using the starBase database.</p></caption>
<graphic xlink:href="IJMM-30-05-1194-g02.gif"/></fig>
<fig id="f4-ijmm-30-05-1194" position="float">
<label>Figure 4.</label>
<caption>
<p>Identification of sub-biological processes/functions of the miRNA target genes. The target genes of the TECA-specific differentially expressed miRNAs were predicted by Gene Set Enrichment Analysis using the starBase tool. The values on the y-axis of the graph represent percentage of gene hits for the GO term compared to the total genes for the term.</p></caption>
<graphic xlink:href="IJMM-30-05-1194-g03.gif"/></fig>
<table-wrap id="t1-ijmm-30-05-1194" position="float">
<label>Table I.</label>
<caption>
<p>miRNAs altered by TECA in UVB-exposed NHDF cells.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th colspan="3" align="center" valign="middle">Upregulated
<hr/></th>
<th colspan="3" align="center" valign="middle">Downregulated
<hr/></th></tr>
<tr>
<th align="left" valign="middle">miR name</th>
<th align="center" valign="middle">FC</th>
<th align="center" valign="middle">Chromosome</th>
<th align="center" valign="middle">miR name</th>
<th align="center" valign="middle">FC</th>
<th align="center" valign="middle">Chromosome</th></tr></thead>
<tbody>
<tr>
<td align="left" valign="top">hsa-miR-101</td>
<td align="center" valign="top">1.24</td>
<td align="center" valign="top">Chr1</td>
<td align="left" valign="top">ebv-miR-BART12</td>
<td align="center" valign="top">1.47</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-1246</td>
<td align="center" valign="top">1.21</td>
<td align="center" valign="top">Chr2</td>
<td align="left" valign="top">ebv-miR-BHRF1-1</td>
<td align="center" valign="top">1.24</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-1290</td>
<td align="center" valign="top">1.20</td>
<td align="center" valign="top">Chr1</td>
<td align="left" valign="top">hsa-miR-1271</td>
<td align="center" valign="top">1.39</td>
<td align="center" valign="top">Chr5</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-145<xref rid="tfn2-ijmm-30-05-1194" ref-type="table-fn"><sup>&#x0002A;</sup></xref></td>
<td align="center" valign="top">1.27</td>
<td align="center" valign="top">Chr5</td>
<td align="left" valign="top">hsa-miR-181d</td>
<td align="center" valign="top">1.34</td>
<td align="center" valign="top">Chr19</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-1471</td>
<td align="center" valign="top">2.08</td>
<td align="center" valign="top">Chr2</td>
<td align="left" valign="top">hsa-miR-197</td>
<td align="center" valign="top">1.20</td>
<td align="center" valign="top">Chr1</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-1973</td>
<td align="center" valign="top">1.25</td>
<td align="center" valign="top">Chr4</td>
<td align="left" valign="top">hsa-miR-212</td>
<td align="center" valign="top">1.67</td>
<td align="center" valign="top">Chr17</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-21</td>
<td align="center" valign="top">1.21</td>
<td align="center" valign="top">Chr17</td>
<td align="left" valign="top">hsa-miR-3141</td>
<td align="center" valign="top">1.21</td>
<td align="center" valign="top">Chr5</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-301a</td>
<td align="center" valign="top">1.21</td>
<td align="center" valign="top">Chr17</td>
<td align="left" valign="top">hsa-miR-423-3p</td>
<td align="center" valign="top">2.01</td>
<td align="center" valign="top">Chr17</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-32</td>
<td align="center" valign="top">2.65</td>
<td align="center" valign="top">Chr9</td>
<td align="left" valign="top">hsa-miR-4271</td>
<td align="center" valign="top">2.38</td>
<td align="center" valign="top">Chr3</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-3659</td>
<td align="center" valign="top">1.28</td>
<td align="center" valign="top">Chr1</td>
<td align="left" valign="top">hsa-miR-432</td>
<td align="center" valign="top">1.35</td>
<td align="center" valign="top">Chr14</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-4286</td>
<td align="center" valign="top">1.24</td>
<td align="center" valign="top">Chr8</td>
<td align="left" valign="top">hsa-miR-4327</td>
<td align="center" valign="top">1.22</td>
<td align="center" valign="top">Chr21</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-4313</td>
<td align="center" valign="top">1.27</td>
<td align="center" valign="top">Chr15</td>
<td align="left" valign="top">hsa-miR-455-5p</td>
<td align="center" valign="top">1.35</td>
<td align="center" valign="top">Chr9</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-450a</td>
<td align="center" valign="top">1.29</td>
<td align="center" valign="top">ChrX</td>
<td align="left" valign="top">hsa-miR-483-5p</td>
<td align="center" valign="top">1.71</td>
<td align="center" valign="top">Chr11</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-452</td>
<td align="center" valign="top">1.23</td>
<td align="center" valign="top">ChrX</td>
<td align="left" valign="top">hsa-miR-513a-5p</td>
<td align="center" valign="top">1.81</td>
<td align="center" valign="top">ChrX</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-454</td>
<td align="center" valign="top">1.29</td>
<td align="center" valign="top">Chr17</td>
<td align="left" valign="top">hsa-miR-574-3p</td>
<td align="center" valign="top">1.20</td>
<td align="center" valign="top">Chr4</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-542-3p</td>
<td align="center" valign="top">1.25</td>
<td align="center" valign="top">ChrX</td>
<td align="left" valign="top">hsa-miR-654-5p</td>
<td align="center" valign="top">1.79</td>
<td align="center" valign="top">Chr14</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-636</td>
<td align="center" valign="top">1.83</td>
<td align="center" valign="top">Chr17</td>
<td align="left" valign="top">hsa-miR-758</td>
<td align="center" valign="top">1.25</td>
<td align="center" valign="top">Chr14</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-7</td>
<td align="center" valign="top">1.20</td>
<td align="center" valign="top">Chr9</td>
<td align="left" valign="top">hsa-miR-765</td>
<td align="center" valign="top">1.75</td>
<td align="center" valign="top">Chr1</td></tr>
<tr>
<td align="left" valign="top">hsv1-miR-H15</td>
<td align="center" valign="top">1.39</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">hsa-miR-887</td>
<td align="center" valign="top">1.24</td>
<td align="center" valign="top">Chgr5</td></tr>
<tr>
<td align="left" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="left" valign="top">hsv1-miR-H1<xref rid="tfn2-ijmm-30-05-1194" ref-type="table-fn"><sup>&#x0002A;</sup></xref></td>
<td align="center" valign="top">2.35</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="left" valign="top">kshv-miR-K12-10b</td>
<td align="center" valign="top">1.51</td>
<td align="center" valign="top">-</td></tr></tbody></table>
<table-wrap-foot><fn id="tfn1-ijmm-30-05-1194">
<p>The list was selected to show miRNAs representing &#x0003E;1.2-fold change in expression after flag sorting.</p></fn><fn id="tfn2-ijmm-30-05-1194">
<label>&#x0002A;</label>
<p>Non-functional miRNA or passenger strand that is released from the miRNA duplex.</p></fn></table-wrap-foot></table-wrap>
<table-wrap id="t2-ijmm-30-05-1194" position="float">
<label>Table II.</label>
<caption>
<p>Predicted targets of miRNAs exhibiting an upregulation in response to TECA in UVB-exposed NHDF cells.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle"/>
<th colspan="4" align="center" valign="middle">Function of target genes
<hr/></th></tr>
<tr>
<th align="left" valign="top">miRNA name</th>
<th align="center" valign="top">Aging</th>
<th align="center" valign="top">Apoptosis</th>
<th align="center" valign="top">Cell proliferation</th>
<th align="center" valign="top">Skin development</th></tr></thead>
<tbody>
<tr>
<td align="left" valign="top">hsa-miR-21</td>
<td align="left" valign="top">TBX2, PTEN, LRP2, MSH2, PDCD4</td>
<td align="left" valign="top">ARHGEF12, BCL7, CCR7, FASLG, KRIT1, LRP2, MAP3K1, NTF3, PDCD4, PTEN, RHOB, SKI, TIAM1, UBE2D3, SATB1, ACVR1C</td>
<td align="left" valign="top">DDX11, FGF1, GATAD2B, IL12A, JAG1, KRIT1, LRP6, PBRM1, PELI1, PITX2, SKI, SPRY1, TBX2, TGFB1</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-32</td>
<td align="left" valign="top">HCN2, NOX4, PER2, TWIST1, ADRB1</td>
<td align="left" valign="top">ACTC1, ARHGEF17, BCL2L11, BTG2, GATA6, HAND2, HIPK3, ITGA6, ITGAV, KIF1B, LYST, MAP2K4, RAD21, SGK3, TRAF3, TRIO, TWIST1, UBE2Z, ADRB1, CDK5R1, GP1, JMY, NR4A3, SNF1LK</td>
<td align="left" valign="top">BTG2, CDC27, CDCA7L, CDKN1C, FOSL2, GATA2, MS4A2, NKX2-3, NOX4, PAX3, PCAF, PTPRK, TACC2, TGIF1, TOB2, RAP1B, SOX11, BMPR2, TSC1, ZEB2</td>
<td align="center" valign="top">BCL11B, COL1A2</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-101</td>
<td align="left" valign="top">FOS, TIAM2, ADRB1, LRP2</td>
<td align="left" valign="top">ARHGEF3, DUSP1, JAK2, MSX1, PHLDA1, PROK2, RAC1, SCN2A, SGK1, TGFBR1, USP47, UBE2D3, ADRB1, CDKR1, GPI, DDIT4, MITF, PRKCE, TCF7L2, ROBO2, GJA1, NEUROD1, PRKAA1,</td>
<td align="left" valign="top">CDH5, CEBPA, DLG5, ELF5, EMP1, GNB1, HRB, JAK2, NDFIP1, PDS5B, PTGS2, RXRB, SOX9, TAL1, TGFA, TGFBR1, UBE2A, RAP1B, SOX11, FZD6, LRP2, PTCH1</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-7</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">AMBRA1, COL2A1, CTSB, FNDC4, GLI3, HELLS, OGT, PRMT2, PSME3, RAF1, RB1, SNCA, SORT1, VDAC1, SATB1, DDIT4, JMY, NR4A3, PHF17</td>
<td align="left" valign="top">CONT8, CUL5, EGFR, IRS1, PAX6, UHRF1, SATB1, IRS2</td>
<td align="center" valign="top">COL2A1</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-301a</td>
<td align="left" valign="top">TP63, WNT1, LRRK2, LRP2</td>
<td align="left" valign="top">DLC1, TP63, WNT1, TP63, APPL1, FXR1, SOX4, ROBO2</td>
<td align="left" valign="top">DLEC1, ESR1, BMPR2, TSC1, USP28, ZEB2, EREG, FOSL1, HOXA3, IMPDH1, INSIG1, IRF1, JARID2, LRRK2, NR3C2, PPARG, TBC1D8, WNT28, FZD6, LRP2</td>
<td align="center" valign="top">TP63, WNT10A, EDA</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-452</td>
<td align="left" valign="top">IGF2BP2, TIMP3</td>
<td align="left" valign="top">ERBB4, VEGFA, IGF1</td>
<td align="left" valign="top">BMI1, CDKN1B, EPS8, ERBB4, IGF2BP2, LAMC1, MAB21L2, MAPRE1, MXD1, NPPC, PURA, RPA1, TIMP2, VEGFA, PTPRJ, IRS2</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-636</td>
<td align="left" valign="top">SOCS3</td>
<td align="left" valign="top">ARF6, GRIK2, ITSN1, PCGF2, PKN2, PROC, RPS6KA2, RTN3, SENP1, SFRP2, SOCS3, MITF, PRKCE, TCF7L2, SNF1LK, TGFBR2, ZAK</td>
<td align="left" valign="top">BCAT1, EMX2, LIFR, SSR1, TRAF5, MITF, TOB1</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-454</td>
<td align="left" valign="top">LRRK2, LRP2</td>
<td align="left" valign="top">NELL1, APPL1, FXR1, SOX4, ROBO2, SIX4, ARHGEF4, BTG1, PAK6, POU4F1, PRKAA2, RASA1, RNF216, RNF41, RNUX3, SLTM, SOS2, SPHK2, TP53INP1, TRIM2, GJA1, NEUROD1, PRKAA1, SYNGAP1, IGF1, ZAK</td>
<td align="left" valign="top">NRP1, TNF, BMPR2, TSC1, USP28, ZEB2, BTG1, EREG, FOSL1, HOXA3, IMPDH1, INSIG1, IRF1, JARID2, LRRK2, NR3C2, PPARG, RUNX3, TBC1D8, WNT2B, FZD6, LRP2</td>
<td align="center" valign="top">EDA</td></tr></tbody></table></table-wrap>
<table-wrap id="t3-ijmm-30-05-1194" position="float">
<label>Table III.</label>
<caption>
<p>Predicted targets of miRNAs exhibiting a downregulation in response to TECA in UVB-exposed NHDF cells.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle"/>
<th colspan="4" align="center" valign="middle">Function of target genes
<hr/></th></tr>
<tr>
<th align="left" valign="top">miRNA name</th>
<th align="center" valign="top">Aging</th>
<th align="center" valign="top">Apoptosis</th>
<th align="center" valign="top">Cell proliferation</th>
<th align="center" valign="top">Skin development</th></tr></thead>
<tbody>
<tr>
<td align="left" valign="top">hsa-miR-197</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">CECR2, CTNNA1, CYLD, TNFRSF21, RASA1, HIPK2, GP1</td>
<td align="left" valign="top">FZD3, IGFBP3, TAL1, FBXW7, HIPK2, PDGFRA</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-212</td>
<td align="left" valign="top">CTGF</td>
<td align="left" valign="top">ARHGEF11, CTGF, DYRK2, EP300, FOXA1, FOXO3, GDF5, ISL1, KCNMA1, MAPK3, MAPT, RASA1, SGK3, RASA1</td>
<td align="left" valign="top">CTGF, EGR1, HHIP, ISL1, RB1, SALL1, SPRY1, ZEB2, HBEGF, SOX11</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-432</td>
<td align="left" valign="top">DLD, MNT</td>
<td align="left" valign="top">ADAR, CHAC1, DAB2IP, HOXA5, IL7, MNT, PAX8, PLK3, SORT1, HIPK2</td>
<td align="left" valign="top">CCDC88A, E2F3, IL7, MNT, FBXW7, HIPK2</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-181d</td>
<td align="left" valign="top">ADRBK1, PRKCD, PAI, SIRT1, TIMP3</td>
<td align="left" valign="top">ANKRD13C, ATM, BAG4, BCL2L11, BIRC6, CARD11, CBX4, DEPDC6, GATA6, HEY2, HSP90B1, IL1A, INSL3, ITSN1, NOCTCH, PAWR, PDCD6IP, PHLDA1, PRKCD, RAD21, RNF34, RPS6KA3, SIRT1, TGFBR1, TNF, TNFAIP1, UBE2B, TRIM2, USP47, CCNG1</td>
<td align="left" valign="top">ATM, BIRC6, CARD11, CDON, GATA6, HEY2, IGF2BP2, IL1A, ING5, INSL3, IRS2, LRRC32, MCC, NR6A1, PAWR, PDAP1, PLAU, PRDM4, PROX1, RBBP7, SERPINE1, SPRK2, TNF, S1PR1, KRAS, TNS3</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-513a-5p</td>
<td align="left" valign="top">CDK6, CHEK2, GRB2, HMGCR, SERP1</td>
<td align="left" valign="top">BNIP3L, CHEK2, ECE1, EYA1, MAPK7, NOD2, PHLDB3, PPARGC1A, RAG1, XIAP, TRIM2, USP47</td>
<td align="left" valign="top">ASH2L, ATF3, CDK6, DDX11, EHF, EPS8, EYA1, MAGI2, NOD2, PCAF, PDS5B, PURA, SMAD2, TBX19, VSX2, S1PR1, KRAS</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-455-5p</td>
<td align="left" valign="top">LRP2, SOCS3</td>
<td align="left" valign="top">ETS1, FZD5, GABRB2, KPNA1, SOCS3, TJP1, GP1</td>
<td align="left" valign="top">CDC2L5, FZD5, IRF2, KDR, LRP2, NCK2, PTPRJ, PDGFRA, SOX11</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-574-3p</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">CUL2, RXRA</td>
<td align="left" valign="top">CUL2, RXRA</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-654-5p</td>
<td align="left" valign="top">BBC3, DBH</td>
<td align="left" valign="top">ARAF, BBC3, WNT11, KPNB1</td>
<td align="left" valign="top">DBH, EFNB1, ELLN, TIMP2, WNT11, IRS1, MTSS1</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-758</td>
<td align="left" valign="top">JUN</td>
<td align="left" valign="top">BCL11B, BMP7, RABEP1</td>
<td align="left" valign="top">BCL11B, BMP7, IGF1, JUN, STAT5B</td>
<td align="center" valign="top">BCL11B</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-765</td>
<td align="left" valign="top">LMNA, TIMP3</td>
<td align="left" valign="top">EGLN2, LMNA, OSM</td>
<td align="left" valign="top">CDK2, CSF1R, OSM, TXLNA, GPC3</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="left" valign="top">hsa-miR-1271</td>
<td align="left" valign="top">CASP2, DDIT3, EDNRA, MAP2K1</td>
<td align="left" valign="top">ALK, AHR, DDIT3, DOCK1, EDNRA, EPHA3, FOXO1, FOXQ1, MBD4, OGT, PLAGL1, PRKCE, PROK2, PSME4, RALB, STK17A, TNFSF13B, TRIB3, TXNDC1, CCNG1, SORT1, KPNB1</td>
<td align="left" valign="top">AHR, CD164, DIXDC1, EDNRA, FRAP1, FRS2, FYN, HOOK3, LAMC1, LIPG, MAB21L2, MAP2K1, MED1, MYO16, NEUROD4, PGGT1B, TACC1, TNFSF13B, TXNDC1, TNS3, HBEGF, KRAS, IRS1, MTSS1, GPC3</td>
<td align="center" valign="top">-</td></tr></tbody></table></table-wrap></sec></back></article>
