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TIMELESS is a key gene mediating thrombogenesis in COVID-19 and antiphospholipid syndrome
Abnormal coagulation and increased risk of thrombosis are some of the symptoms associated with COVID-19 severity. Anti-phospholipid antibodies (aPLs) present in critically ill COVID-19 patients contribute to systemic thrombosis. The aim of this study was to identify key common genes to characterize...
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Published in: | Scientific reports 2022-10, Vol.12 (1), p.17248-17248, Article 17248 |
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description | Abnormal coagulation and increased risk of thrombosis are some of the symptoms associated with COVID-19 severity. Anti-phospholipid antibodies (aPLs) present in critically ill COVID-19 patients contribute to systemic thrombosis. The aim of this study was to identify key common genes to characterize genetic crosstalk between COVID-19 and antiphospholipid syndrome (APS) using bioinformatics analysis and explore novel mechanisms of immune-mediated thrombosis in critically ill COVID-19 patients. The transcriptome data of mononuclear cells from severe COVID-19 patients and APS patients were evaluated to obtain the common genes. The protein–protein interaction network and cytoHubba module analysis in Cytoscape software were used to find the associated hinge genes and hub genes. Among the common differentially expressed genes, TIMELESS depletion was identified only in patients with severe COVID-19 and not in patients with mild COVID-19, and it was validated with the GSE159678 dataset. Functional analyses using gene ontology terms and the Kyoto Encyclopedia of Genes and Genomes pathway suggested that TIMELESS might contribute to the production of antiphospholipid antibody and thrombosis in both COVID-19 and APS patients. The potential role of TIMELESS and autophagy genes in momonuclear cells were further investigated, and GSK3B was found to be associated with TIMELESS. Autophagy targeting agents have a therapeutic potential against COVID-19 and thrombogenesis in APS, which may be related to the role of autophagy genes in the modification of circadian clock proteins. Interference with TIMELESS and other genes associated with it to regulate autoantibody expression may be a potential strategy for immunotherapy against thrombogenesis in severe COVID-19 patients. |
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Anti-phospholipid antibodies (aPLs) present in critically ill COVID-19 patients contribute to systemic thrombosis. The aim of this study was to identify key common genes to characterize genetic crosstalk between COVID-19 and antiphospholipid syndrome (APS) using bioinformatics analysis and explore novel mechanisms of immune-mediated thrombosis in critically ill COVID-19 patients. The transcriptome data of mononuclear cells from severe COVID-19 patients and APS patients were evaluated to obtain the common genes. The protein–protein interaction network and cytoHubba module analysis in Cytoscape software were used to find the associated hinge genes and hub genes. Among the common differentially expressed genes, TIMELESS depletion was identified only in patients with severe COVID-19 and not in patients with mild COVID-19, and it was validated with the GSE159678 dataset. Functional analyses using gene ontology terms and the Kyoto Encyclopedia of Genes and Genomes pathway suggested that TIMELESS might contribute to the production of antiphospholipid antibody and thrombosis in both COVID-19 and APS patients. The potential role of TIMELESS and autophagy genes in momonuclear cells were further investigated, and GSK3B was found to be associated with TIMELESS. Autophagy targeting agents have a therapeutic potential against COVID-19 and thrombogenesis in APS, which may be related to the role of autophagy genes in the modification of circadian clock proteins. Interference with TIMELESS and other genes associated with it to regulate autoantibody expression may be a potential strategy for immunotherapy against thrombogenesis in severe COVID-19 patients.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-022-21694-3</identifier><identifier>PMID: 36241659</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/114 ; 631/250 ; Antibodies, Antiphospholipid ; Antiphospholipid antibodies ; Antiphospholipid syndrome ; Antiphospholipid Syndrome - complications ; Antiphospholipid Syndrome - genetics ; Autoantibodies ; Autoimmune diseases ; Autophagy ; Bioinformatics ; Circadian rhythms ; Coronaviruses ; COVID-19 ; COVID-19 - genetics ; Critical Illness ; Genes ; Genomes ; Humanities and Social Sciences ; Humans ; Immunotherapy ; Leukocytes (mononuclear) ; multidisciplinary ; Phospholipids ; Science ; Science (multidisciplinary) ; Thromboembolism ; Thrombosis ; Thrombosis - etiology ; Transcriptomes</subject><ispartof>Scientific reports, 2022-10, Vol.12 (1), p.17248-17248, Article 17248</ispartof><rights>The Author(s) 2022</rights><rights>2022. The Author(s).</rights><rights>The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-72c445b62d55620bc3362a47ca9a12c7d21b7c04173c7856f1355f6cc57a80273</citedby><cites>FETCH-LOGICAL-c540t-72c445b62d55620bc3362a47ca9a12c7d21b7c04173c7856f1355f6cc57a80273</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2724796718/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2724796718?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25751,27922,27923,37010,37011,44588,53789,53791,74896</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36241659$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Wenjing</creatorcontrib><creatorcontrib>Di, Longjiang</creatorcontrib><creatorcontrib>Liu, Zhongshuang</creatorcontrib><creatorcontrib>sun, Qi</creatorcontrib><creatorcontrib>Wu, Yan</creatorcontrib><creatorcontrib>Wang, Nuan</creatorcontrib><creatorcontrib>Jin, Meili</creatorcontrib><creatorcontrib>Gao, Lingling</creatorcontrib><creatorcontrib>Zhang, Mengyu</creatorcontrib><title>TIMELESS is a key gene mediating thrombogenesis in COVID-19 and antiphospholipid syndrome</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Abnormal coagulation and increased risk of thrombosis are some of the symptoms associated with COVID-19 severity. Anti-phospholipid antibodies (aPLs) present in critically ill COVID-19 patients contribute to systemic thrombosis. The aim of this study was to identify key common genes to characterize genetic crosstalk between COVID-19 and antiphospholipid syndrome (APS) using bioinformatics analysis and explore novel mechanisms of immune-mediated thrombosis in critically ill COVID-19 patients. The transcriptome data of mononuclear cells from severe COVID-19 patients and APS patients were evaluated to obtain the common genes. The protein–protein interaction network and cytoHubba module analysis in Cytoscape software were used to find the associated hinge genes and hub genes. Among the common differentially expressed genes, TIMELESS depletion was identified only in patients with severe COVID-19 and not in patients with mild COVID-19, and it was validated with the GSE159678 dataset. Functional analyses using gene ontology terms and the Kyoto Encyclopedia of Genes and Genomes pathway suggested that TIMELESS might contribute to the production of antiphospholipid antibody and thrombosis in both COVID-19 and APS patients. The potential role of TIMELESS and autophagy genes in momonuclear cells were further investigated, and GSK3B was found to be associated with TIMELESS. Autophagy targeting agents have a therapeutic potential against COVID-19 and thrombogenesis in APS, which may be related to the role of autophagy genes in the modification of circadian clock proteins. Interference with TIMELESS and other genes associated with it to regulate autoantibody expression may be a potential strategy for immunotherapy against thrombogenesis in severe COVID-19 patients.</description><subject>631/114</subject><subject>631/250</subject><subject>Antibodies, Antiphospholipid</subject><subject>Antiphospholipid antibodies</subject><subject>Antiphospholipid syndrome</subject><subject>Antiphospholipid Syndrome - complications</subject><subject>Antiphospholipid Syndrome - genetics</subject><subject>Autoantibodies</subject><subject>Autoimmune diseases</subject><subject>Autophagy</subject><subject>Bioinformatics</subject><subject>Circadian rhythms</subject><subject>Coronaviruses</subject><subject>COVID-19</subject><subject>COVID-19 - genetics</subject><subject>Critical Illness</subject><subject>Genes</subject><subject>Genomes</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Immunotherapy</subject><subject>Leukocytes (mononuclear)</subject><subject>multidisciplinary</subject><subject>Phospholipids</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Thromboembolism</subject><subject>Thrombosis</subject><subject>Thrombosis - 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complications</topic><topic>Antiphospholipid Syndrome - genetics</topic><topic>Autoantibodies</topic><topic>Autoimmune diseases</topic><topic>Autophagy</topic><topic>Bioinformatics</topic><topic>Circadian rhythms</topic><topic>Coronaviruses</topic><topic>COVID-19</topic><topic>COVID-19 - genetics</topic><topic>Critical Illness</topic><topic>Genes</topic><topic>Genomes</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Immunotherapy</topic><topic>Leukocytes (mononuclear)</topic><topic>multidisciplinary</topic><topic>Phospholipids</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Thromboembolism</topic><topic>Thrombosis</topic><topic>Thrombosis - etiology</topic><topic>Transcriptomes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Wenjing</creatorcontrib><creatorcontrib>Di, Longjiang</creatorcontrib><creatorcontrib>Liu, Zhongshuang</creatorcontrib><creatorcontrib>sun, Qi</creatorcontrib><creatorcontrib>Wu, Yan</creatorcontrib><creatorcontrib>Wang, Nuan</creatorcontrib><creatorcontrib>Jin, Meili</creatorcontrib><creatorcontrib>Gao, Lingling</creatorcontrib><creatorcontrib>Zhang, Mengyu</creatorcontrib><collection>Springer Nature OA Free Journals</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 & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</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 One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</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 Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</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 Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Wenjing</au><au>Di, Longjiang</au><au>Liu, Zhongshuang</au><au>sun, Qi</au><au>Wu, Yan</au><au>Wang, Nuan</au><au>Jin, Meili</au><au>Gao, Lingling</au><au>Zhang, Mengyu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>TIMELESS is a key gene mediating thrombogenesis in COVID-19 and antiphospholipid syndrome</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2022-10-14</date><risdate>2022</risdate><volume>12</volume><issue>1</issue><spage>17248</spage><epage>17248</epage><pages>17248-17248</pages><artnum>17248</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Abnormal coagulation and increased risk of thrombosis are some of the symptoms associated with COVID-19 severity. Anti-phospholipid antibodies (aPLs) present in critically ill COVID-19 patients contribute to systemic thrombosis. The aim of this study was to identify key common genes to characterize genetic crosstalk between COVID-19 and antiphospholipid syndrome (APS) using bioinformatics analysis and explore novel mechanisms of immune-mediated thrombosis in critically ill COVID-19 patients. The transcriptome data of mononuclear cells from severe COVID-19 patients and APS patients were evaluated to obtain the common genes. The protein–protein interaction network and cytoHubba module analysis in Cytoscape software were used to find the associated hinge genes and hub genes. Among the common differentially expressed genes, TIMELESS depletion was identified only in patients with severe COVID-19 and not in patients with mild COVID-19, and it was validated with the GSE159678 dataset. Functional analyses using gene ontology terms and the Kyoto Encyclopedia of Genes and Genomes pathway suggested that TIMELESS might contribute to the production of antiphospholipid antibody and thrombosis in both COVID-19 and APS patients. The potential role of TIMELESS and autophagy genes in momonuclear cells were further investigated, and GSK3B was found to be associated with TIMELESS. Autophagy targeting agents have a therapeutic potential against COVID-19 and thrombogenesis in APS, which may be related to the role of autophagy genes in the modification of circadian clock proteins. Interference with TIMELESS and other genes associated with it to regulate autoantibody expression may be a potential strategy for immunotherapy against thrombogenesis in severe COVID-19 patients.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>36241659</pmid><doi>10.1038/s41598-022-21694-3</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 631/114 631/250 Antibodies, Antiphospholipid Antiphospholipid antibodies Antiphospholipid syndrome Antiphospholipid Syndrome - complications Antiphospholipid Syndrome - genetics Autoantibodies Autoimmune diseases Autophagy Bioinformatics Circadian rhythms Coronaviruses COVID-19 COVID-19 - genetics Critical Illness Genes Genomes Humanities and Social Sciences Humans Immunotherapy Leukocytes (mononuclear) multidisciplinary Phospholipids Science Science (multidisciplinary) Thromboembolism Thrombosis Thrombosis - etiology Transcriptomes |
title | TIMELESS is a key gene mediating thrombogenesis in COVID-19 and antiphospholipid syndrome |
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