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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Veröffentlicht in:JCI insight 2024-02, Vol.9 (3)
Hauptverfasser: 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
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container_issue 3
container_start_page
container_title JCI insight
container_volume 9
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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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. 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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. 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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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