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Multi-omics analysis uncovered systemic lupus erythematosus and COVID-19 crosstalk
Studies have highlighted a possible crosstalk between the pathogeneses of COVID-19 and systemic lupus erythematosus (SLE); however, the interactive mechanisms remain unclear. We aimed to elucidate the impact of COVID-19 on SLE using clinical information and the underlying mechanisms of both diseases...
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Published in: | Molecular medicine (Cambridge, Mass.) Mass.), 2024-06, Vol.30 (1), p.81-23 |
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creator | Nian, Zekai Mao, Yicheng Xu, Zexia Deng, Ming Xu, Yixi Xu, Hanlu Chen, Ruoyao Xu, Yiliu Huang, Nan Mao, Feiyang Xu, Chenyu Wang, Yulin Niu, Mengyuan Chen, Aqiong Xue, Xiangyang Zhang, Huidi Guo, Gangqiang |
description | Studies have highlighted a possible crosstalk between the pathogeneses of COVID-19 and systemic lupus erythematosus (SLE); however, the interactive mechanisms remain unclear. We aimed to elucidate the impact of COVID-19 on SLE using clinical information and the underlying mechanisms of both diseases.
RNA-seq datasets were used to identify shared hub gene signatures between COVID-19 and SLE, while genome-wide association study datasets were used to delineate the interaction mechanisms of the key signaling pathways. Finally, single-cell RNA-seq datasets were used to determine the primary target cells expressing the shared hub genes and key signaling pathways.
COVID-19 may affect patients with SLE through hematologic involvement and exacerbated inflammatory responses. We identified 14 shared hub genes between COVID-19 and SLE that were significantly associated with interferon (IFN)-I/II. We also screened and obtained four core transcription factors related to these hub genes, confirming the regulatory role of the IFN-I/II-mediated Janus kinase/signal transducers and activators of transcription (JAK-STAT) signaling pathway on these hub genes. Further, SLE and COVID-19 can interact via IFN-I/II and IFN-I/II receptors, promoting the levels of monokines, including interleukin (IL)-6/10, tumor necrosis factor-α, and IFN-γ, and elevating the incidence rate and risk of cytokine release syndrome. Therefore, in SLE and COVID-19, both hub genes and core TFs are enriched within monocytes/macrophages.
The interaction between SLE and COVID-19 promotes the activation of the IFN-I/II-triggered JAK-STAT signaling pathway in monocytes/macrophages. These findings provide a new direction and rationale for diagnosing and treating patients with SLE-COVID-19 comorbidity. |
doi_str_mv | 10.1186/s10020-024-00851-6 |
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RNA-seq datasets were used to identify shared hub gene signatures between COVID-19 and SLE, while genome-wide association study datasets were used to delineate the interaction mechanisms of the key signaling pathways. Finally, single-cell RNA-seq datasets were used to determine the primary target cells expressing the shared hub genes and key signaling pathways.
COVID-19 may affect patients with SLE through hematologic involvement and exacerbated inflammatory responses. We identified 14 shared hub genes between COVID-19 and SLE that were significantly associated with interferon (IFN)-I/II. We also screened and obtained four core transcription factors related to these hub genes, confirming the regulatory role of the IFN-I/II-mediated Janus kinase/signal transducers and activators of transcription (JAK-STAT) signaling pathway on these hub genes. Further, SLE and COVID-19 can interact via IFN-I/II and IFN-I/II receptors, promoting the levels of monokines, including interleukin (IL)-6/10, tumor necrosis factor-α, and IFN-γ, and elevating the incidence rate and risk of cytokine release syndrome. Therefore, in SLE and COVID-19, both hub genes and core TFs are enriched within monocytes/macrophages.
The interaction between SLE and COVID-19 promotes the activation of the IFN-I/II-triggered JAK-STAT signaling pathway in monocytes/macrophages. These findings provide a new direction and rationale for diagnosing and treating patients with SLE-COVID-19 comorbidity.</description><identifier>ISSN: 1528-3658</identifier><identifier>ISSN: 1076-1551</identifier><identifier>EISSN: 1528-3658</identifier><identifier>DOI: 10.1186/s10020-024-00851-6</identifier><identifier>PMID: 38862942</identifier><language>eng</language><publisher>England: BioMed Central</publisher><subject>COVID-19 ; COVID-19 - genetics ; Cytokine release syndrome ; Female ; Gene Expression Profiling ; Genome-Wide Association Study ; Humans ; Interferon ; JAK-STAT ; Janus Kinases - metabolism ; Lupus Erythematosus, Systemic - genetics ; Male ; Monokine ; Multiomics ; SARS-CoV-2 - physiology ; Signal Transduction ; STAT Transcription Factors - genetics ; STAT Transcription Factors - metabolism ; Systemic lupus erythematosus ; Transcriptome</subject><ispartof>Molecular medicine (Cambridge, Mass.), 2024-06, Vol.30 (1), p.81-23</ispartof><rights>2024. The Author(s).</rights><rights>The Author(s) 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0001-8031-7937</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/PMC11167821/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11167821/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,37013,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38862942$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Nian, Zekai</creatorcontrib><creatorcontrib>Mao, Yicheng</creatorcontrib><creatorcontrib>Xu, Zexia</creatorcontrib><creatorcontrib>Deng, Ming</creatorcontrib><creatorcontrib>Xu, Yixi</creatorcontrib><creatorcontrib>Xu, Hanlu</creatorcontrib><creatorcontrib>Chen, Ruoyao</creatorcontrib><creatorcontrib>Xu, Yiliu</creatorcontrib><creatorcontrib>Huang, Nan</creatorcontrib><creatorcontrib>Mao, Feiyang</creatorcontrib><creatorcontrib>Xu, Chenyu</creatorcontrib><creatorcontrib>Wang, Yulin</creatorcontrib><creatorcontrib>Niu, Mengyuan</creatorcontrib><creatorcontrib>Chen, Aqiong</creatorcontrib><creatorcontrib>Xue, Xiangyang</creatorcontrib><creatorcontrib>Zhang, Huidi</creatorcontrib><creatorcontrib>Guo, Gangqiang</creatorcontrib><title>Multi-omics analysis uncovered systemic lupus erythematosus and COVID-19 crosstalk</title><title>Molecular medicine (Cambridge, Mass.)</title><addtitle>Mol Med</addtitle><description>Studies have highlighted a possible crosstalk between the pathogeneses of COVID-19 and systemic lupus erythematosus (SLE); however, the interactive mechanisms remain unclear. We aimed to elucidate the impact of COVID-19 on SLE using clinical information and the underlying mechanisms of both diseases.
RNA-seq datasets were used to identify shared hub gene signatures between COVID-19 and SLE, while genome-wide association study datasets were used to delineate the interaction mechanisms of the key signaling pathways. Finally, single-cell RNA-seq datasets were used to determine the primary target cells expressing the shared hub genes and key signaling pathways.
COVID-19 may affect patients with SLE through hematologic involvement and exacerbated inflammatory responses. We identified 14 shared hub genes between COVID-19 and SLE that were significantly associated with interferon (IFN)-I/II. We also screened and obtained four core transcription factors related to these hub genes, confirming the regulatory role of the IFN-I/II-mediated Janus kinase/signal transducers and activators of transcription (JAK-STAT) signaling pathway on these hub genes. Further, SLE and COVID-19 can interact via IFN-I/II and IFN-I/II receptors, promoting the levels of monokines, including interleukin (IL)-6/10, tumor necrosis factor-α, and IFN-γ, and elevating the incidence rate and risk of cytokine release syndrome. Therefore, in SLE and COVID-19, both hub genes and core TFs are enriched within monocytes/macrophages.
The interaction between SLE and COVID-19 promotes the activation of the IFN-I/II-triggered JAK-STAT signaling pathway in monocytes/macrophages. These findings provide a new direction and rationale for diagnosing and treating patients with SLE-COVID-19 comorbidity.</description><subject>COVID-19</subject><subject>COVID-19 - genetics</subject><subject>Cytokine release syndrome</subject><subject>Female</subject><subject>Gene Expression Profiling</subject><subject>Genome-Wide Association Study</subject><subject>Humans</subject><subject>Interferon</subject><subject>JAK-STAT</subject><subject>Janus Kinases - metabolism</subject><subject>Lupus Erythematosus, Systemic - genetics</subject><subject>Male</subject><subject>Monokine</subject><subject>Multiomics</subject><subject>SARS-CoV-2 - physiology</subject><subject>Signal Transduction</subject><subject>STAT Transcription Factors - genetics</subject><subject>STAT Transcription Factors - metabolism</subject><subject>Systemic lupus erythematosus</subject><subject>Transcriptome</subject><issn>1528-3658</issn><issn>1076-1551</issn><issn>1528-3658</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkctu1TAQhi1ERUvhBVigLNkYfIvjrBA65XKkoi4KbK2JPW5TnPhgO5XO2_AsfTICLVW7mtH8n75_MYS84uwt50a_K5wxwSgTijJmWk71E3LEW2Go1K15-mA_JM9LuVpp3qr2GTmUxmjRK3FEzr8usY40TaMrDcwQ92UszTK7dI0ZfVP2peIaNnHZLaXBvK-XOEFNZfnL-2Zz9mN7Qnl_89vlVEqF-PMFOQgQC768m8fk-6eP3zZf6OnZ5-3mwyn1iplKAY3zzoMYcAhaIGjDhOZ9gKEXvfN8CJ1hJsjgNGjVchwckyghdINwvpfHZHvr9Qmu7C6PE-S9TTDaf4eULyzkOrqIVutWC-glU9IppwBYNwTnA1MmKIXt6np_69otw4Te4VwzxEfSx8k8XtqLdG0557ozgq-GN3eGnH4tWKqdxuIwRpgxLcVKprueS2bMir5-WHbf8v8t8g8Q4JNE</recordid><startdate>20240611</startdate><enddate>20240611</enddate><creator>Nian, Zekai</creator><creator>Mao, Yicheng</creator><creator>Xu, Zexia</creator><creator>Deng, Ming</creator><creator>Xu, Yixi</creator><creator>Xu, Hanlu</creator><creator>Chen, Ruoyao</creator><creator>Xu, Yiliu</creator><creator>Huang, Nan</creator><creator>Mao, Feiyang</creator><creator>Xu, Chenyu</creator><creator>Wang, Yulin</creator><creator>Niu, Mengyuan</creator><creator>Chen, Aqiong</creator><creator>Xue, Xiangyang</creator><creator>Zhang, Huidi</creator><creator>Guo, Gangqiang</creator><general>BioMed Central</general><general>BMC</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-8031-7937</orcidid></search><sort><creationdate>20240611</creationdate><title>Multi-omics analysis uncovered systemic lupus erythematosus and COVID-19 crosstalk</title><author>Nian, Zekai ; Mao, Yicheng ; Xu, Zexia ; Deng, Ming ; Xu, Yixi ; Xu, Hanlu ; Chen, Ruoyao ; Xu, Yiliu ; Huang, Nan ; Mao, Feiyang ; Xu, Chenyu ; Wang, Yulin ; Niu, Mengyuan ; Chen, Aqiong ; Xue, Xiangyang ; Zhang, Huidi ; Guo, Gangqiang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-d408t-ae8cdcda2bebf62ea6802619fab929cd1bf7808f3fc6a6451ebc03e3af7b2cd93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>COVID-19</topic><topic>COVID-19 - genetics</topic><topic>Cytokine release syndrome</topic><topic>Female</topic><topic>Gene Expression Profiling</topic><topic>Genome-Wide Association Study</topic><topic>Humans</topic><topic>Interferon</topic><topic>JAK-STAT</topic><topic>Janus Kinases - metabolism</topic><topic>Lupus Erythematosus, Systemic - genetics</topic><topic>Male</topic><topic>Monokine</topic><topic>Multiomics</topic><topic>SARS-CoV-2 - physiology</topic><topic>Signal Transduction</topic><topic>STAT Transcription Factors - genetics</topic><topic>STAT Transcription Factors - metabolism</topic><topic>Systemic lupus erythematosus</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nian, Zekai</creatorcontrib><creatorcontrib>Mao, Yicheng</creatorcontrib><creatorcontrib>Xu, Zexia</creatorcontrib><creatorcontrib>Deng, Ming</creatorcontrib><creatorcontrib>Xu, Yixi</creatorcontrib><creatorcontrib>Xu, Hanlu</creatorcontrib><creatorcontrib>Chen, Ruoyao</creatorcontrib><creatorcontrib>Xu, Yiliu</creatorcontrib><creatorcontrib>Huang, Nan</creatorcontrib><creatorcontrib>Mao, Feiyang</creatorcontrib><creatorcontrib>Xu, Chenyu</creatorcontrib><creatorcontrib>Wang, Yulin</creatorcontrib><creatorcontrib>Niu, Mengyuan</creatorcontrib><creatorcontrib>Chen, Aqiong</creatorcontrib><creatorcontrib>Xue, Xiangyang</creatorcontrib><creatorcontrib>Zhang, Huidi</creatorcontrib><creatorcontrib>Guo, Gangqiang</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Molecular medicine (Cambridge, Mass.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nian, Zekai</au><au>Mao, Yicheng</au><au>Xu, Zexia</au><au>Deng, Ming</au><au>Xu, Yixi</au><au>Xu, Hanlu</au><au>Chen, Ruoyao</au><au>Xu, Yiliu</au><au>Huang, Nan</au><au>Mao, Feiyang</au><au>Xu, Chenyu</au><au>Wang, Yulin</au><au>Niu, Mengyuan</au><au>Chen, Aqiong</au><au>Xue, Xiangyang</au><au>Zhang, Huidi</au><au>Guo, Gangqiang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi-omics analysis uncovered systemic lupus erythematosus and COVID-19 crosstalk</atitle><jtitle>Molecular medicine (Cambridge, Mass.)</jtitle><addtitle>Mol Med</addtitle><date>2024-06-11</date><risdate>2024</risdate><volume>30</volume><issue>1</issue><spage>81</spage><epage>23</epage><pages>81-23</pages><issn>1528-3658</issn><issn>1076-1551</issn><eissn>1528-3658</eissn><abstract>Studies have highlighted a possible crosstalk between the pathogeneses of COVID-19 and systemic lupus erythematosus (SLE); however, the interactive mechanisms remain unclear. We aimed to elucidate the impact of COVID-19 on SLE using clinical information and the underlying mechanisms of both diseases.
RNA-seq datasets were used to identify shared hub gene signatures between COVID-19 and SLE, while genome-wide association study datasets were used to delineate the interaction mechanisms of the key signaling pathways. Finally, single-cell RNA-seq datasets were used to determine the primary target cells expressing the shared hub genes and key signaling pathways.
COVID-19 may affect patients with SLE through hematologic involvement and exacerbated inflammatory responses. We identified 14 shared hub genes between COVID-19 and SLE that were significantly associated with interferon (IFN)-I/II. We also screened and obtained four core transcription factors related to these hub genes, confirming the regulatory role of the IFN-I/II-mediated Janus kinase/signal transducers and activators of transcription (JAK-STAT) signaling pathway on these hub genes. Further, SLE and COVID-19 can interact via IFN-I/II and IFN-I/II receptors, promoting the levels of monokines, including interleukin (IL)-6/10, tumor necrosis factor-α, and IFN-γ, and elevating the incidence rate and risk of cytokine release syndrome. Therefore, in SLE and COVID-19, both hub genes and core TFs are enriched within monocytes/macrophages.
The interaction between SLE and COVID-19 promotes the activation of the IFN-I/II-triggered JAK-STAT signaling pathway in monocytes/macrophages. These findings provide a new direction and rationale for diagnosing and treating patients with SLE-COVID-19 comorbidity.</abstract><cop>England</cop><pub>BioMed Central</pub><pmid>38862942</pmid><doi>10.1186/s10020-024-00851-6</doi><tpages>23</tpages><orcidid>https://orcid.org/0000-0001-8031-7937</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | COVID-19 COVID-19 - genetics Cytokine release syndrome Female Gene Expression Profiling Genome-Wide Association Study Humans Interferon JAK-STAT Janus Kinases - metabolism Lupus Erythematosus, Systemic - genetics Male Monokine Multiomics SARS-CoV-2 - physiology Signal Transduction STAT Transcription Factors - genetics STAT Transcription Factors - metabolism Systemic lupus erythematosus Transcriptome |
title | Multi-omics analysis uncovered systemic lupus erythematosus and COVID-19 crosstalk |
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