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Gene coexpression networks reveal a broad role for lncRNAs in inflammatory bowel disease
John L. Johnson, Davit Sargsyan, Eric M. Neiman, Amy Hart, Aleksandar Stojmirovic, Roman Kosoy, Haritz Irizar, Mayte Suárez-Fariñas, Won-Min Song, Carmen Argmann, Stefan Avey, Liraz Shmuel-Galia, Tim Vierbuchen, Gerold Bongers, Yu Sun, Leonard Edelstein, Jacqueline Perrigoue, Jennifer E. Towne, Aisling O’Hara Hall, Katherine A. Fitzgerald, Kasper Hoebe
John L. Johnson, Davit Sargsyan, Eric M. Neiman, Amy Hart, Aleksandar Stojmirovic, Roman Kosoy, Haritz Irizar, Mayte Suárez-Fariñas, Won-Min Song, Carmen Argmann, Stefan Avey, Liraz Shmuel-Galia, Tim Vierbuchen, Gerold Bongers, Yu Sun, Leonard Edelstein, Jacqueline Perrigoue, Jennifer E. Towne, Aisling O’Hara Hall, Katherine A. Fitzgerald, Kasper Hoebe
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Resource and Technical Advance Gastroenterology Immunology

Gene coexpression networks reveal a broad role for lncRNAs in inflammatory bowel disease

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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.

Authors

John L. Johnson, Davit Sargsyan, Eric M. Neiman, Amy Hart, Aleksandar Stojmirovic, Roman Kosoy, Haritz Irizar, Mayte Suárez-Fariñas, Won-Min Song, Carmen Argmann, Stefan Avey, Liraz Shmuel-Galia, Tim Vierbuchen, Gerold Bongers, Yu Sun, Leonard Edelstein, Jacqueline Perrigoue, Jennifer E. Towne, Aisling O’Hara Hall, Katherine A. Fitzgerald, Kasper Hoebe

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Figure 3

Construction and characterization of WGCNA network.

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Construction and characterization of WGCNA network.
(A) Soft-threshold s...
(A) Soft-threshold selection process for scale independence of the data set. (B) Interaction of coexpressed genes based on a Topological Overlap Matrix (TOM) dissimilarity and the resulting cluster dendrogram. Each color represents one coexpression module, and branches above represent genes. (C) The proportion of lncRNAs in each coexpression module ordered by module size with smallest modules on the left. (D) Proportion of lncRNAs in each module within 50 kb of a protein-coding gene in the same module. Modules are ordered by size with smallest modules on the left. (E) The intramodular connectivity, i.e., connectivity of the gene to other genes within the same module, of lncRNA versus protein-coding genes. Differences in the empirical distribution function between the 2 curves were tested using a Kolmogorov-Smirnov test. (F) The normalized standard deviation between lncRNA and protein-coding genes in all modules except gray. The normalized standard deviation was calculated as the standard deviation of expression divided by the average expression of the gene. (G) The average log2(TPM) expression for lncRNAs in the gray module versus all nongray modules. (H) The normalized standard deviation between lncRNAs in the gray module versus all nongray modules. Box plots show the interquartile range (box), median (line), and minimum and maximum (whiskers). Differences in F–H were tested using a 2-sided t test.

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