{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T13:59:10Z","timestamp":1770472750025,"version":"3.49.0"},"reference-count":62,"publisher":"Oxford University Press (OUP)","issue":"1","license":[{"start":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T00:00:00Z","timestamp":1769644800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/pages\/standard-publication-reuse-rights"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,1,29]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>Psoriasis is a chronic inflammatory skin disease with limited safe and effective treatments. Methylparaben, a widely used preservative in cosmetics, pharmaceuticals, and food, is an emerging environmental pollutant linked to immune-related skin disorders, but its role and mechanism in psoriasis remain unclear. This study explored its potential mechanism using network toxicology, molecular docking, molecular dynamics simulation, and eight machine learning algorithms. Methylparaben targets were retrieved from GeneCards and TCMSP, and psoriasis-related targets from CTD and GeneCards. Overlapping targets were screened with Venny 2.1.0. A PPI network was constructed via STRING, and core targets identified using Cytoscape 3.10.2. GO and KEGG enrichment analyses were performed on DAVID. Molecular docking evaluated the binding affinity of methylparaben with key targets. A total of 138 compound-related and 5,592 psoriasis-related targets were identified. Core targets such as INS, HIF1A, and PPARG are involved in regulating immune-inflammatory responses, keratinocyte proliferation and differentiation, and oxidative stress. GO analysis revealed enrichment in xenobiotic metabolism, lipopolysaccharide response, and metal ion binding. KEGG analysis highlighted pathways related to cancer, chemical carcinogenesis from reactive oxygen species, and drug metabolism via cytochrome P450 enzymes. Molecular docking showed stable binding of methylparaben to INS (\u22124.5\u00a0kcal\/mol), HIF1A (\u22125.9\u00a0kcal\/mol), and PPARG (\u22125.5\u00a0kcal\/mol), primarily through hydrogen bonds and hydrophobic interactions. Methylparaben may exert its effects on psoriasis via multi-target and multi-pathway mechanisms, influencing inflammation, oxidative stress, and cellular regulation. These findings provide valuable insight into its toxicological mechanism and potential therapeutic application.<\/jats:p>","DOI":"10.1093\/toxres\/tfag003","type":"journal-article","created":{"date-parts":[[2026,1,7]],"date-time":"2026-01-07T12:42:25Z","timestamp":1767789745000},"source":"Crossref","is-referenced-by-count":0,"title":["Investigation of the potential mechanism by which methylparaben induces psoriasis: an integrated study using network toxicology, molecular docking, molecular dynamics simulation, and eight machine learning algorithms"],"prefix":"10.1093","volume":"15","author":[{"given":"Yang","family":"Liu","sequence":"first","affiliation":[{"name":"Graduate school, Tianjin University of Traditional Chinese Medicine , 10 Poyanghu Road, Tuopu New Town West District, Jinghai District, Tianjin Municipality 301617 ,","place":["China"]},{"name":"Department of Dermatology, Tianjin Institute of Integrative Dermatology, Tianjin Academy of Traditional Chinese Medicine Affiliated 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Tianjin Municipality 301617 ,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuyu","family":"Zhou","sequence":"additional","affiliation":[{"name":"Graduate school, Tianjin University of Traditional Chinese Medicine , 10 Poyanghu Road, Tuopu New Town West District, Jinghai District, Tianjin Municipality 301617 ,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingyu","family":"Yang","sequence":"additional","affiliation":[{"name":"Second Clinical Medical College, Heilongjiang University of Chinese Medicine , 24 Heping Road, Haerbin, Heilongjiang Province 150040 ,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9317-2466","authenticated-orcid":false,"given":"Yu","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Dermatology, Tianjin Institute of Integrative Dermatology, Tianjin Academy of Traditional Chinese Medicine 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