<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Lin N</submitter><funding>National Natural Science Foundation of China</funding><funding>Natural Science Foundation of Guangdong Province</funding><funding>Shantou University</funding><pagination>1070968</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC9713466</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>2022</volume><pubmed_abstract>Ovarian aging is associated with a decrease in fecundity. Increased oxidative stress of granulosa cells (GCs) is an important contributor. We thus asked whether there is an oxidative stress-related gene signature in GCs associated with ovarian aging. Public nonhuman primate (NHP) single-cell transcriptome was processed to identify GC cluster. Then, a GC signature for ovarian aging was established based on six oxidative stress-related differentially expressed genes (&lt;i>MAPK1&lt;/i>, &lt;i>STK24&lt;/i>, &lt;i>AREG&lt;/i>, &lt;i>ATG7&lt;/i>, &lt;i>ANXA1&lt;/i>, and &lt;i>PON2&lt;/i>). Receiver operating characteristic (ROC) analysis confirmed good discriminating capacity in both NHP single-cell and human bulk transcriptome datasets. Gene expression levels were investigated using qPCR in the human ovarian granulosa-like tumor cell line (KGN) and mouse GCs. In an oxidative stress model, KGN cells were treated with menadione (7.5 &lt;i>μ&lt;/i>M, 24 h) to induce oxidative stress, after which upregulation of &lt;i>MAPK1&lt;/i>, &lt;i>STK24&lt;/i>, &lt;i>ATG7&lt;/i>, &lt;i>ANXA1&lt;/i>, and &lt;i>PON2&lt;/i> and downregulation of &lt;i>AREG&lt;/i> were observed (&lt;i>p&lt;/i> &lt; 0.05). In an aging model, KGN cells were continuously cultured for 3 months, leading to increased expressions of all genes (&lt;i>p&lt;/i> &lt; 0.05). In GCs of reproductively aged (8-month-old) Kunming mice, upregulated expression of &lt;i>Mapk1&lt;/i>, &lt;i>Stk24&lt;/i>, &lt;i>Atg7&lt;/i>, and &lt;i>Pon2&lt;/i> and downregulated expression of &lt;i>Anxa1&lt;/i> and &lt;i>Areg&lt;/i> were observed (&lt;i>p&lt;/i> &lt; 0.01). We therefore here identify a six-gene GC signature associated with oxidative stress and ovarian aging.</pubmed_abstract><journal>Oxidative medicine and cellular longevity</journal><pubmed_title>An Oxidative Stress-Related Gene Signature in Granulosa Cells Is Associated with Ovarian Aging.</pubmed_title><pmcid>PMC9713466</pmcid><funding_grant_id>81570567</funding_grant_id><funding_grant_id>L11112008</funding_grant_id><funding_grant_id>2020A1515010054</funding_grant_id><funding_grant_id>81950410640</funding_grant_id><funding_grant_id>81870432</funding_grant_id><funding_grant_id>81571994</funding_grant_id><pubmed_authors>Sun P</pubmed_authors><pubmed_authors>Plosch T</pubmed_authors><pubmed_authors>Lin J</pubmed_authors><pubmed_authors>Zhou X</pubmed_authors><pubmed_authors>Lin N</pubmed_authors></additional><is_claimable>false</is_claimable><name>An Oxidative Stress-Related Gene Signature in Granulosa Cells Is Associated with Ovarian Aging.</name><description>Ovarian aging is associated with a decrease in fecundity. Increased oxidative stress of granulosa cells (GCs) is an important contributor. We thus asked whether there is an oxidative stress-related gene signature in GCs associated with ovarian aging. Public nonhuman primate (NHP) single-cell transcriptome was processed to identify GC cluster. Then, a GC signature for ovarian aging was established based on six oxidative stress-related differentially expressed genes (&lt;i>MAPK1&lt;/i>, &lt;i>STK24&lt;/i>, &lt;i>AREG&lt;/i>, &lt;i>ATG7&lt;/i>, &lt;i>ANXA1&lt;/i>, and &lt;i>PON2&lt;/i>). Receiver operating characteristic (ROC) analysis confirmed good discriminating capacity in both NHP single-cell and human bulk transcriptome datasets. Gene expression levels were investigated using qPCR in the human ovarian granulosa-like tumor cell line (KGN) and mouse GCs. In an oxidative stress model, KGN cells were treated with menadione (7.5 &lt;i>μ&lt;/i>M, 24 h) to induce oxidative stress, after which upregulation of &lt;i>MAPK1&lt;/i>, &lt;i>STK24&lt;/i>, &lt;i>ATG7&lt;/i>, &lt;i>ANXA1&lt;/i>, and &lt;i>PON2&lt;/i> and downregulation of &lt;i>AREG&lt;/i> were observed (&lt;i>p&lt;/i> &lt; 0.05). In an aging model, KGN cells were continuously cultured for 3 months, leading to increased expressions of all genes (&lt;i>p&lt;/i> &lt; 0.05). In GCs of reproductively aged (8-month-old) Kunming mice, upregulated expression of &lt;i>Mapk1&lt;/i>, &lt;i>Stk24&lt;/i>, &lt;i>Atg7&lt;/i>, and &lt;i>Pon2&lt;/i> and downregulated expression of &lt;i>Anxa1&lt;/i> and &lt;i>Areg&lt;/i> were observed (&lt;i>p&lt;/i> &lt; 0.01). We therefore here identify a six-gene GC signature associated with oxidative stress and ovarian aging.</description><dates><release>2022-01-01T00:00:00Z</release><publication>2022</publication><modification>2026-06-20T03:16:08.795Z</modification><creation>2025-04-05T10:34:12.861Z</creation></dates><accession>S-EPMC9713466</accession><cross_references><pubmed>36466095</pubmed><doi>10.1155/2022/1070968</doi></cross_references></HashMap>