{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T18:24:17Z","timestamp":1787163857386,"version":"build-2736575974"},"reference-count":39,"publisher":"Public Library of Science (PLoS)","issue":"8","license":[{"start":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T00:00:00Z","timestamp":1787097600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100020440","name":"Beijing Health Promotion Association","doi-asserted-by":"publisher","award":["2020HX036"],"award-info":[{"award-number":["2020HX036"]}],"id":[{"id":"10.13039\/100020440","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"\n Objective<\/jats:title>\n This study identified potential autophagy-related genes (ARGs) in atherosclerosis using bioinformatics strategies, aiming to explore novel therapeutic targets for the clinical management of atherosclerosis.<\/jats:p>\n <\/jats:sec>\n \n Methods<\/jats:title>\n \n Four gene expression datasets associated with atherosclerosis (GSE100927, GSE43292, GSE28829, and GSE20129) were retrieved from the GEO database of the NCBI and subjected to comprehensive analysis. A list of ARGs was compiled by accessing the HADb. AR-DEGs were screened using the \u201climma\u201d package in R software. Thereafter, six core genes were identified through the combined application of three machine learning algorithms and PPI network analysis, with subsequent validation conducted using external datasets GSE28829 and GSE20129. Additional analyses included GO annotation, KEGG pathway enrichment, drug prediction, immune infiltration assessment, ceRNA network establishment, and transcription factor (TF) regulatory network analysis. Finally, the expression levels of\n CASP1<\/jats:italic>\n in both in vivo and in vitro models were quantified using WB, RT-qPCR, and IF assays.\n <\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n \n A total of 13 AR-DEGs were detected with significant expression differences between the AS group and the control group. After integrative screening via PPI network analysis and machine learning algorithms, followed by validation against external datasets GSE28829 and GSE20129,\n PRKCD, SERPINA1, CASP1, CXCR4, and CCR2<\/jats:italic>\n were confirmed as characteristic biomarkers for AS, and their corresponding microRNAs (miRNAs) were predicted. Immune infiltration analysis indicated that these characteristic genes were correlated with immune cells. Moreover, in vivo and in vitro experimental results demonstrated that\n CASP1<\/jats:italic>\n was highly expressed in AS samples.\n <\/jats:p>\n <\/jats:sec>\n \n Conclusion<\/jats:title>\n \n PRKCD, SERPINA1, CASP1, CXCR4,<\/jats:italic>\n and\n CCR2<\/jats:italic>\n were identified as key genes in atherosclerosis, and their associated ceRNA and TF regulatory networks were predicted. Among these key genes,\n CASP1<\/jats:italic>\n is a promising candidate associated with atherosclerosis and worthy of further study.\n <\/jats:p>\n <\/jats:sec>","DOI":"10.1371\/journal.pone.0353352","type":"journal-article","created":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T17:27:31Z","timestamp":1787160451000},"page":"e0353352","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["CASP1 as a key autophagy-related gene in atherosclerosis: Identification by bioinformatics analysis and experimental 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