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

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 1

Summary of custom gene annotation for comprehensive lncRNA quantification and characterization of gene biotypes in the Mount Sinai Crohn’s and Colitis Registry data set.

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Summary of custom gene annotation for comprehensive lncRNA quantificatio...
(A) The number of lncRNA and protein-coding genes and their corresponding reference source used for gene and transcript annotation. Protein-coding genes were isolated from GENCODE v38 while lncRNA genes were taken from the LNCipedia high-confidence set v5.2 and combined with the de novo–assembled lncRNAs transcripts identified in Ranzani et al. (12). (B) The number of lncRNA and protein-coding genes passing the expression threshold in the Mount Sinai Crohn’s and Colitis Registry (MSCCR) biopsy data set. (C) The log2-transformed, TPM-normalized expression levels of all expressed lncRNA and protein-coding genes averaged across all biopsy samples. (D) Tissue-specific expression of lncRNA and protein-coding genes as defined by containing at least 20 sequencing reads in at least 30% of samples in that tissue group but not in other tissue groups.