Gene coexpression networks reveal a broad role for lncRNAs in inflammatory bowel disease
The role of long noncoding RNAs (lncRNAs) in disease is incompletely understood, but their regulation of inflammation is increasingly appreciated. We addressed the extent of lncRNA involvement in inflammatory bowel disease (IBD) using biopsy-derived RNA-sequencing data from a large cohort of deeply...
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creator | Johnson, John L Sargsyan, Davit Neiman, Eric M Hart, Amy Stojmirovic, Aleksandar Kosoy, Roman Irizar, Haritz Suárez-Fariñas, Mayte Song, Won-Min Argmann, Carmen Avey, Stefan Shmuel-Galia, Liraz Vierbuchen, Tim Bongers, Gerold Sun, Yu Edelstein, Leonard Perrigoue, Jacqueline Towne, Jennifer E Hall, Aisling O'Hara Fitzgerald, Katherine A Hoebe, Kasper |
description | The role of long noncoding RNAs (lncRNAs) in disease is incompletely understood, but their regulation of inflammation is increasingly appreciated. We addressed the extent of lncRNA involvement in inflammatory bowel disease (IBD) using biopsy-derived RNA-sequencing data from a large cohort of deeply phenotyped patients with IBD. Weighted gene correlation network analysis revealed gene modules of lncRNAs coexpressed with protein-coding genes enriched for biological pathways, correlated with epithelial and immune cell signatures, or correlated with distal colon expression. Correlation of modules with clinical features uncovered a module correlated with disease severity, with an enriched interferon response signature containing the hub lncRNA IRF1-AS1. Connecting genes to IBD-associated single nucleotide polymorphisms (SNPs) revealed an enrichment of SNP-adjacent lncRNAs in biologically relevant modules. Ulcerative colitis-specific SNPs were enriched in distal colon-related modules, suggesting that disease-specific mechanisms may result from altered lncRNA expression. The function of the IBD-associated SNP-adjacent lncRNA IRF1-AS1 was explored in human myeloid cells, and our results suggested IRF1-AS1 promoted optimal production of TNF-α, IL-6, and IL-23. A CRISPR/Cas9-mediated activation screen in THP-1 cells revealed several lncRNAs that modulated LPS-induced TNF-α responses. Overall, this study uncovered the expression patterns of lncRNAs in IBD that identify functional, disease-relevant lncRNAs. |
doi_str_mv | 10.1172/jci.insight.168988 |
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We addressed the extent of lncRNA involvement in inflammatory bowel disease (IBD) using biopsy-derived RNA-sequencing data from a large cohort of deeply phenotyped patients with IBD. Weighted gene correlation network analysis revealed gene modules of lncRNAs coexpressed with protein-coding genes enriched for biological pathways, correlated with epithelial and immune cell signatures, or correlated with distal colon expression. Correlation of modules with clinical features uncovered a module correlated with disease severity, with an enriched interferon response signature containing the hub lncRNA IRF1-AS1. Connecting genes to IBD-associated single nucleotide polymorphisms (SNPs) revealed an enrichment of SNP-adjacent lncRNAs in biologically relevant modules. Ulcerative colitis-specific SNPs were enriched in distal colon-related modules, suggesting that disease-specific mechanisms may result from altered lncRNA expression. The function of the IBD-associated SNP-adjacent lncRNA IRF1-AS1 was explored in human myeloid cells, and our results suggested IRF1-AS1 promoted optimal production of TNF-α, IL-6, and IL-23. A CRISPR/Cas9-mediated activation screen in THP-1 cells revealed several lncRNAs that modulated LPS-induced TNF-α responses. Overall, this study uncovered the expression patterns of lncRNAs in IBD that identify functional, disease-relevant lncRNAs.</description><identifier>ISSN: 2379-3708</identifier><identifier>EISSN: 2379-3708</identifier><identifier>DOI: 10.1172/jci.insight.168988</identifier><identifier>PMID: 38329124</identifier><language>eng</language><publisher>United States: American Society for Clinical Investigation</publisher><subject>Colitis, Ulcerative - genetics ; Gene Regulatory Networks ; Humans ; Inflammation ; RNA, Long Noncoding - genetics ; RNA, Long Noncoding - metabolism ; Technical Advance ; Tumor Necrosis Factor-alpha - genetics</subject><ispartof>JCI insight, 2024-02, Vol.9 (3)</ispartof><rights>2024 Johnson et al. 2024 Johnson et al.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c354t-9f87b3ee0d9571e315c0719a857891c858426703c6f1c5f9a9cac9f88ca2dea73</cites><orcidid>0000-0002-3187-120X ; 0000-0002-3626-8098 ; 0000-0003-3110-4155 ; 0000-0002-3080-7900 ; 0000-0003-3175-609X ; 0000-0003-0948-119X ; 0000-0003-0957-6893 ; 0000-0003-1594-6715 ; 0000-0001-8712-3553</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/PMC10967393/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10967393/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38329124$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Johnson, John L</creatorcontrib><creatorcontrib>Sargsyan, Davit</creatorcontrib><creatorcontrib>Neiman, Eric M</creatorcontrib><creatorcontrib>Hart, Amy</creatorcontrib><creatorcontrib>Stojmirovic, Aleksandar</creatorcontrib><creatorcontrib>Kosoy, Roman</creatorcontrib><creatorcontrib>Irizar, Haritz</creatorcontrib><creatorcontrib>Suárez-Fariñas, Mayte</creatorcontrib><creatorcontrib>Song, Won-Min</creatorcontrib><creatorcontrib>Argmann, Carmen</creatorcontrib><creatorcontrib>Avey, Stefan</creatorcontrib><creatorcontrib>Shmuel-Galia, Liraz</creatorcontrib><creatorcontrib>Vierbuchen, Tim</creatorcontrib><creatorcontrib>Bongers, Gerold</creatorcontrib><creatorcontrib>Sun, Yu</creatorcontrib><creatorcontrib>Edelstein, Leonard</creatorcontrib><creatorcontrib>Perrigoue, Jacqueline</creatorcontrib><creatorcontrib>Towne, Jennifer E</creatorcontrib><creatorcontrib>Hall, Aisling O'Hara</creatorcontrib><creatorcontrib>Fitzgerald, Katherine A</creatorcontrib><creatorcontrib>Hoebe, Kasper</creatorcontrib><title>Gene coexpression networks reveal a broad role for lncRNAs in inflammatory bowel disease</title><title>JCI insight</title><addtitle>JCI Insight</addtitle><description>The role of long noncoding RNAs (lncRNAs) in disease is incompletely understood, but their regulation of inflammation is increasingly appreciated. We addressed the extent of lncRNA involvement in inflammatory bowel disease (IBD) using biopsy-derived RNA-sequencing data from a large cohort of deeply phenotyped patients with IBD. Weighted gene correlation network analysis revealed gene modules of lncRNAs coexpressed with protein-coding genes enriched for biological pathways, correlated with epithelial and immune cell signatures, or correlated with distal colon expression. Correlation of modules with clinical features uncovered a module correlated with disease severity, with an enriched interferon response signature containing the hub lncRNA IRF1-AS1. Connecting genes to IBD-associated single nucleotide polymorphisms (SNPs) revealed an enrichment of SNP-adjacent lncRNAs in biologically relevant modules. Ulcerative colitis-specific SNPs were enriched in distal colon-related modules, suggesting that disease-specific mechanisms may result from altered lncRNA expression. The function of the IBD-associated SNP-adjacent lncRNA IRF1-AS1 was explored in human myeloid cells, and our results suggested IRF1-AS1 promoted optimal production of TNF-α, IL-6, and IL-23. A CRISPR/Cas9-mediated activation screen in THP-1 cells revealed several lncRNAs that modulated LPS-induced TNF-α responses. Overall, this study uncovered the expression patterns of lncRNAs in IBD that identify functional, disease-relevant lncRNAs.</description><subject>Colitis, Ulcerative - genetics</subject><subject>Gene Regulatory Networks</subject><subject>Humans</subject><subject>Inflammation</subject><subject>RNA, Long Noncoding - genetics</subject><subject>RNA, Long Noncoding - metabolism</subject><subject>Technical Advance</subject><subject>Tumor Necrosis Factor-alpha - genetics</subject><issn>2379-3708</issn><issn>2379-3708</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkVtLAzEQhYMoKrV_wAfJoy-tuXQ3yZOIeIOiIAq-hWx2VlOzSU221f57V1qLwsAMzDlnBj6EjikZUyrY2cy6sQvZvb51Y1pKJeUOOmRcqBEXRO7-mQ_QMOcZIYSKCSOF3EcHXHKmKJscopcbCIBthK95gpxdDDhA9xnTe8YJlmA8NrhK0dQ4RQ-4iQn7YB_vLzJ2oa_Gm7Y1XUwrXMVP8Lh2GUyGI7TXGJ9huOkD9Hx99XR5O5o-3NxdXkxHlheTbqQaKSoOQGpVCAqcFpYIqowshFTUykJOWCkIt2VDbdEoo6yxvUlaw2owgg_Q-Tp3vqhaqC2ELhmv58m1Jq10NE7_3wT3pl_jUlOiSsEV7xNONwkpfiwgd7p12YL3JkBcZM0U44oopcpeytZSm2LOCZrtHUr0DxbdY9EbLHqNpTed_P1wa_mFwL8BT02Nrg</recordid><startdate>20240208</startdate><enddate>20240208</enddate><creator>Johnson, John L</creator><creator>Sargsyan, Davit</creator><creator>Neiman, Eric M</creator><creator>Hart, Amy</creator><creator>Stojmirovic, Aleksandar</creator><creator>Kosoy, Roman</creator><creator>Irizar, Haritz</creator><creator>Suárez-Fariñas, Mayte</creator><creator>Song, Won-Min</creator><creator>Argmann, Carmen</creator><creator>Avey, Stefan</creator><creator>Shmuel-Galia, Liraz</creator><creator>Vierbuchen, Tim</creator><creator>Bongers, Gerold</creator><creator>Sun, Yu</creator><creator>Edelstein, Leonard</creator><creator>Perrigoue, Jacqueline</creator><creator>Towne, Jennifer E</creator><creator>Hall, Aisling O'Hara</creator><creator>Fitzgerald, Katherine A</creator><creator>Hoebe, Kasper</creator><general>American Society for Clinical Investigation</general><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>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-3187-120X</orcidid><orcidid>https://orcid.org/0000-0002-3626-8098</orcidid><orcidid>https://orcid.org/0000-0003-3110-4155</orcidid><orcidid>https://orcid.org/0000-0002-3080-7900</orcidid><orcidid>https://orcid.org/0000-0003-3175-609X</orcidid><orcidid>https://orcid.org/0000-0003-0948-119X</orcidid><orcidid>https://orcid.org/0000-0003-0957-6893</orcidid><orcidid>https://orcid.org/0000-0003-1594-6715</orcidid><orcidid>https://orcid.org/0000-0001-8712-3553</orcidid></search><sort><creationdate>20240208</creationdate><title>Gene coexpression networks reveal a broad role for lncRNAs in inflammatory bowel disease</title><author>Johnson, John L ; Sargsyan, Davit ; Neiman, Eric M ; Hart, Amy ; Stojmirovic, Aleksandar ; Kosoy, Roman ; Irizar, Haritz ; Suárez-Fariñas, Mayte ; Song, Won-Min ; Argmann, Carmen ; Avey, Stefan ; Shmuel-Galia, Liraz ; Vierbuchen, Tim ; Bongers, Gerold ; Sun, Yu ; Edelstein, Leonard ; Perrigoue, Jacqueline ; Towne, Jennifer E ; Hall, Aisling O'Hara ; Fitzgerald, Katherine A ; Hoebe, Kasper</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c354t-9f87b3ee0d9571e315c0719a857891c858426703c6f1c5f9a9cac9f88ca2dea73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Colitis, Ulcerative - genetics</topic><topic>Gene Regulatory Networks</topic><topic>Humans</topic><topic>Inflammation</topic><topic>RNA, Long Noncoding - genetics</topic><topic>RNA, Long Noncoding - metabolism</topic><topic>Technical Advance</topic><topic>Tumor Necrosis Factor-alpha - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Johnson, John L</creatorcontrib><creatorcontrib>Sargsyan, Davit</creatorcontrib><creatorcontrib>Neiman, Eric M</creatorcontrib><creatorcontrib>Hart, Amy</creatorcontrib><creatorcontrib>Stojmirovic, Aleksandar</creatorcontrib><creatorcontrib>Kosoy, Roman</creatorcontrib><creatorcontrib>Irizar, Haritz</creatorcontrib><creatorcontrib>Suárez-Fariñas, Mayte</creatorcontrib><creatorcontrib>Song, Won-Min</creatorcontrib><creatorcontrib>Argmann, Carmen</creatorcontrib><creatorcontrib>Avey, Stefan</creatorcontrib><creatorcontrib>Shmuel-Galia, Liraz</creatorcontrib><creatorcontrib>Vierbuchen, Tim</creatorcontrib><creatorcontrib>Bongers, Gerold</creatorcontrib><creatorcontrib>Sun, Yu</creatorcontrib><creatorcontrib>Edelstein, Leonard</creatorcontrib><creatorcontrib>Perrigoue, Jacqueline</creatorcontrib><creatorcontrib>Towne, Jennifer E</creatorcontrib><creatorcontrib>Hall, Aisling O'Hara</creatorcontrib><creatorcontrib>Fitzgerald, Katherine A</creatorcontrib><creatorcontrib>Hoebe, Kasper</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>JCI insight</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Johnson, John L</au><au>Sargsyan, Davit</au><au>Neiman, Eric M</au><au>Hart, Amy</au><au>Stojmirovic, Aleksandar</au><au>Kosoy, Roman</au><au>Irizar, Haritz</au><au>Suárez-Fariñas, Mayte</au><au>Song, Won-Min</au><au>Argmann, Carmen</au><au>Avey, Stefan</au><au>Shmuel-Galia, Liraz</au><au>Vierbuchen, Tim</au><au>Bongers, Gerold</au><au>Sun, Yu</au><au>Edelstein, Leonard</au><au>Perrigoue, Jacqueline</au><au>Towne, Jennifer E</au><au>Hall, Aisling O'Hara</au><au>Fitzgerald, Katherine A</au><au>Hoebe, Kasper</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gene coexpression networks reveal a broad role for lncRNAs in inflammatory bowel disease</atitle><jtitle>JCI insight</jtitle><addtitle>JCI Insight</addtitle><date>2024-02-08</date><risdate>2024</risdate><volume>9</volume><issue>3</issue><issn>2379-3708</issn><eissn>2379-3708</eissn><abstract>The role of long noncoding RNAs (lncRNAs) in disease is incompletely understood, but their regulation of inflammation is increasingly appreciated. We addressed the extent of lncRNA involvement in inflammatory bowel disease (IBD) using biopsy-derived RNA-sequencing data from a large cohort of deeply phenotyped patients with IBD. Weighted gene correlation network analysis revealed gene modules of lncRNAs coexpressed with protein-coding genes enriched for biological pathways, correlated with epithelial and immune cell signatures, or correlated with distal colon expression. Correlation of modules with clinical features uncovered a module correlated with disease severity, with an enriched interferon response signature containing the hub lncRNA IRF1-AS1. Connecting genes to IBD-associated single nucleotide polymorphisms (SNPs) revealed an enrichment of SNP-adjacent lncRNAs in biologically relevant modules. Ulcerative colitis-specific SNPs were enriched in distal colon-related modules, suggesting that disease-specific mechanisms may result from altered lncRNA expression. The function of the IBD-associated SNP-adjacent lncRNA IRF1-AS1 was explored in human myeloid cells, and our results suggested IRF1-AS1 promoted optimal production of TNF-α, IL-6, and IL-23. A CRISPR/Cas9-mediated activation screen in THP-1 cells revealed several lncRNAs that modulated LPS-induced TNF-α responses. Overall, this study uncovered the expression patterns of lncRNAs in IBD that identify functional, disease-relevant lncRNAs.</abstract><cop>United States</cop><pub>American Society for Clinical Investigation</pub><pmid>38329124</pmid><doi>10.1172/jci.insight.168988</doi><orcidid>https://orcid.org/0000-0002-3187-120X</orcidid><orcidid>https://orcid.org/0000-0002-3626-8098</orcidid><orcidid>https://orcid.org/0000-0003-3110-4155</orcidid><orcidid>https://orcid.org/0000-0002-3080-7900</orcidid><orcidid>https://orcid.org/0000-0003-3175-609X</orcidid><orcidid>https://orcid.org/0000-0003-0948-119X</orcidid><orcidid>https://orcid.org/0000-0003-0957-6893</orcidid><orcidid>https://orcid.org/0000-0003-1594-6715</orcidid><orcidid>https://orcid.org/0000-0001-8712-3553</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Colitis, Ulcerative - genetics Gene Regulatory Networks Humans Inflammation RNA, Long Noncoding - genetics RNA, Long Noncoding - metabolism Technical Advance Tumor Necrosis Factor-alpha - genetics |
title | Gene coexpression networks reveal a broad role for lncRNAs in inflammatory bowel disease |
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