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Integrative analysis of ferroptosis-related genes in ulcerative colitis

Objective The aim of this study was to identify and validate ferroptosis-related markers in ulcerative colitis (UC) to explore new directions for UC diagnosis and treatment. Methods We screened UC chips and ferroptosis-related genes from the Gene Expression Omnibus (GEO), FerrDb, and GeneCards datab...

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Published in:Journal of international medical research 2021-09, Vol.49 (9), p.3000605211042975-3000605211042975
Main Authors: Cui, De-jun, Chen, Chen, Yuan, Wen-qiang, Yang, Yun-han, Han, Lu
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Chen, Chen
Yuan, Wen-qiang
Yang, Yun-han
Han, Lu
description Objective The aim of this study was to identify and validate ferroptosis-related markers in ulcerative colitis (UC) to explore new directions for UC diagnosis and treatment. Methods We screened UC chips and ferroptosis-related genes from the Gene Expression Omnibus (GEO), FerrDb, and GeneCards databases. The differentially expressed genes (DEGs) and ferroptosis-related DEGs between the UC group and normal controls were analyzed using bioinformatics methods. Enrichment analysis, protein–protein interaction analysis, and hub genes were screened. Peripheral blood chip and animal experiments were used to validate the ferroptosis-related hub genes. Finally, hub gene–transcription factor, hub gene–microRNA (miRNA), and hub gene–drug interaction networks were constructed. Results Overall, 26 ferroptosis-related DEGs were identified that were significantly enriched in energy pathways and metabolism. We identified ten ferroptosis-related hub genes from the protein–protein interaction network: IL6, PTGS2, HIF1A, CD44, MUC1, CAV1, NOS2, CXCL2, SCD, and ACSL4. In the peripheral blood chip GSE94648, CD44 and MUC1 were upregulated, which was consistent with the expression trend in GSE75214. Animal experiments showed that CD44 expression was significantly increased in the colon. Conclusions Our findings indicate that CD44 and MUC1 may be ferroptosis-related markers in UC.
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Methods We screened UC chips and ferroptosis-related genes from the Gene Expression Omnibus (GEO), FerrDb, and GeneCards databases. The differentially expressed genes (DEGs) and ferroptosis-related DEGs between the UC group and normal controls were analyzed using bioinformatics methods. Enrichment analysis, protein–protein interaction analysis, and hub genes were screened. Peripheral blood chip and animal experiments were used to validate the ferroptosis-related hub genes. Finally, hub gene–transcription factor, hub gene–microRNA (miRNA), and hub gene–drug interaction networks were constructed. Results Overall, 26 ferroptosis-related DEGs were identified that were significantly enriched in energy pathways and metabolism. We identified ten ferroptosis-related hub genes from the protein–protein interaction network: IL6, PTGS2, HIF1A, CD44, MUC1, CAV1, NOS2, CXCL2, SCD, and ACSL4. In the peripheral blood chip GSE94648, CD44 and MUC1 were upregulated, which was consistent with the expression trend in GSE75214. Animal experiments showed that CD44 expression was significantly increased in the colon. Conclusions Our findings indicate that CD44 and MUC1 may be ferroptosis-related markers in UC.</description><identifier>ISSN: 0300-0605</identifier><identifier>EISSN: 1473-2300</identifier><identifier>DOI: 10.1177/03000605211042975</identifier><identifier>PMID: 34510961</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Animal research ; Animals ; Colitis, Ulcerative - genetics ; Ferroptosis ; Gene expression ; Gene Expression Profiling ; Gene Regulatory Networks ; Inflammatory bowel disease ; MicroRNAs ; Pre-Clinical Research Report ; Protein Interaction Maps ; Proteins</subject><ispartof>Journal of international medical research, 2021-09, Vol.49 (9), p.3000605211042975-3000605211042975</ispartof><rights>The Author(s) 2021</rights><rights>The Author(s) 2021. This work is licensed under the Creative Commons Attribution – Non-Commercial License https://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2021 2021 SAGE Publications</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c532t-882c520614ef441fdc5a69f90aaf0218b17303f856fa8546083d1e9726c482413</citedby><cites>FETCH-LOGICAL-c532t-882c520614ef441fdc5a69f90aaf0218b17303f856fa8546083d1e9726c482413</cites><orcidid>0000-0002-3653-3058</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442491/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2579557689?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,21946,25732,27832,27903,27904,36991,36992,44569,44924,45312,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34510961$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cui, De-jun</creatorcontrib><creatorcontrib>Chen, Chen</creatorcontrib><creatorcontrib>Yuan, Wen-qiang</creatorcontrib><creatorcontrib>Yang, Yun-han</creatorcontrib><creatorcontrib>Han, Lu</creatorcontrib><title>Integrative analysis of ferroptosis-related genes in ulcerative colitis</title><title>Journal of international medical research</title><addtitle>J Int Med Res</addtitle><description>Objective The aim of this study was to identify and validate ferroptosis-related markers in ulcerative colitis (UC) to explore new directions for UC diagnosis and treatment. Methods We screened UC chips and ferroptosis-related genes from the Gene Expression Omnibus (GEO), FerrDb, and GeneCards databases. The differentially expressed genes (DEGs) and ferroptosis-related DEGs between the UC group and normal controls were analyzed using bioinformatics methods. Enrichment analysis, protein–protein interaction analysis, and hub genes were screened. Peripheral blood chip and animal experiments were used to validate the ferroptosis-related hub genes. Finally, hub gene–transcription factor, hub gene–microRNA (miRNA), and hub gene–drug interaction networks were constructed. Results Overall, 26 ferroptosis-related DEGs were identified that were significantly enriched in energy pathways and metabolism. We identified ten ferroptosis-related hub genes from the protein–protein interaction network: IL6, PTGS2, HIF1A, CD44, MUC1, CAV1, NOS2, CXCL2, SCD, and ACSL4. In the peripheral blood chip GSE94648, CD44 and MUC1 were upregulated, which was consistent with the expression trend in GSE75214. Animal experiments showed that CD44 expression was significantly increased in the colon. Conclusions Our findings indicate that CD44 and MUC1 may be ferroptosis-related markers in UC.</description><subject>Animal research</subject><subject>Animals</subject><subject>Colitis, Ulcerative - genetics</subject><subject>Ferroptosis</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Regulatory Networks</subject><subject>Inflammatory bowel disease</subject><subject>MicroRNAs</subject><subject>Pre-Clinical Research Report</subject><subject>Protein Interaction Maps</subject><subject>Proteins</subject><issn>0300-0605</issn><issn>1473-2300</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>AFRWT</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp1kU9v1DAQxS0EotvCB-CCInHhkjIe_0lyQUIVtCtV4tKeLdcZB6-y8WInlfrtm-wuhYI4Wfb7vTczHsbecTjnvKo-gQAADQo5B4lNpV6wFZeVKHEWXrLVopcLcMJOc97ADGmFr9mJkIpDo_mKXa6Hkbpkx3BPhR1s_5BDLqIvPKUUd2Ocr2Wi3o7UFh0NlIswFFPv6OhxsQ9jyG_YK2_7TG-P5xm7_fb15uKqvP5-ub74cl06JXAs6xqdQtBckpeS-9YpqxvfgLUekNd3vBIgfK20t7WSGmrRcmoq1E7WKLk4Y-tDbhvtxuxS2Nr0YKINZv8QU2dsGoPryQhUlWxJCNTt7ARLGsFDixqJg27mrM-HrN10t6XW0TAm2z8Lfa4M4Yfp4r2ppUTZLM18PAak-HOiPJptyI763g4Up2zmBhARqnqp9eEvdBOnNP_3nmqUqvSe4gfKpZhzIv_UDAezrNz8s_LZ8_7PKZ4cv3Y8A-cHINuOfpf9f-IjrBexjw</recordid><startdate>20210901</startdate><enddate>20210901</enddate><creator>Cui, De-jun</creator><creator>Chen, Chen</creator><creator>Yuan, Wen-qiang</creator><creator>Yang, Yun-han</creator><creator>Han, Lu</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><general>SAGE Publishing</general><scope>AFRWT</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3653-3058</orcidid></search><sort><creationdate>20210901</creationdate><title>Integrative analysis of ferroptosis-related genes in ulcerative colitis</title><author>Cui, De-jun ; Chen, Chen ; Yuan, Wen-qiang ; Yang, Yun-han ; Han, Lu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c532t-882c520614ef441fdc5a69f90aaf0218b17303f856fa8546083d1e9726c482413</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Animal research</topic><topic>Animals</topic><topic>Colitis, Ulcerative - genetics</topic><topic>Ferroptosis</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Regulatory Networks</topic><topic>Inflammatory bowel disease</topic><topic>MicroRNAs</topic><topic>Pre-Clinical Research Report</topic><topic>Protein Interaction Maps</topic><topic>Proteins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cui, De-jun</creatorcontrib><creatorcontrib>Chen, Chen</creatorcontrib><creatorcontrib>Yuan, Wen-qiang</creatorcontrib><creatorcontrib>Yang, Yun-han</creatorcontrib><creatorcontrib>Han, Lu</creatorcontrib><collection>SAGE Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Journal of international medical research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cui, De-jun</au><au>Chen, Chen</au><au>Yuan, Wen-qiang</au><au>Yang, Yun-han</au><au>Han, Lu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrative analysis of ferroptosis-related genes in ulcerative colitis</atitle><jtitle>Journal of international medical research</jtitle><addtitle>J Int Med Res</addtitle><date>2021-09-01</date><risdate>2021</risdate><volume>49</volume><issue>9</issue><spage>3000605211042975</spage><epage>3000605211042975</epage><pages>3000605211042975-3000605211042975</pages><issn>0300-0605</issn><eissn>1473-2300</eissn><abstract>Objective The aim of this study was to identify and validate ferroptosis-related markers in ulcerative colitis (UC) to explore new directions for UC diagnosis and treatment. Methods We screened UC chips and ferroptosis-related genes from the Gene Expression Omnibus (GEO), FerrDb, and GeneCards databases. The differentially expressed genes (DEGs) and ferroptosis-related DEGs between the UC group and normal controls were analyzed using bioinformatics methods. Enrichment analysis, protein–protein interaction analysis, and hub genes were screened. Peripheral blood chip and animal experiments were used to validate the ferroptosis-related hub genes. Finally, hub gene–transcription factor, hub gene–microRNA (miRNA), and hub gene–drug interaction networks were constructed. Results Overall, 26 ferroptosis-related DEGs were identified that were significantly enriched in energy pathways and metabolism. We identified ten ferroptosis-related hub genes from the protein–protein interaction network: IL6, PTGS2, HIF1A, CD44, MUC1, CAV1, NOS2, CXCL2, SCD, and ACSL4. In the peripheral blood chip GSE94648, CD44 and MUC1 were upregulated, which was consistent with the expression trend in GSE75214. Animal experiments showed that CD44 expression was significantly increased in the colon. Conclusions Our findings indicate that CD44 and MUC1 may be ferroptosis-related markers in UC.</abstract><cop>London, England</cop><pub>SAGE Publications</pub><pmid>34510961</pmid><doi>10.1177/03000605211042975</doi><orcidid>https://orcid.org/0000-0002-3653-3058</orcidid><oa>free_for_read</oa></addata></record>
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subjects Animal research
Animals
Colitis, Ulcerative - genetics
Ferroptosis
Gene expression
Gene Expression Profiling
Gene Regulatory Networks
Inflammatory bowel disease
MicroRNAs
Pre-Clinical Research Report
Protein Interaction Maps
Proteins
title Integrative analysis of ferroptosis-related genes in ulcerative colitis
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