DOP22 Integrative -omic analysis reveals microbiota mediated molecular mechanisms influencing host mucosal gene expression in Crohn’s Disease
Sudhakar, P.(1);Andrighetti, T.(2);Verstockt, S.(1);Caenepeel, C.(1,3);Ferrante, M.(1,3);Sabino, J.(1,3);Verstockt., B.(1,3);Vermeire, S.(1,3)
(1)KU Leuven, Dpt. Chronic Diseases- Metabolism and Ageing- TARGID- IBD, Leuven, Belgium;(2)São Paulo University UNESP, Institute of Biosciences, Botucatu- Soa Paola, Brazil;(3)University Hospitals Leuven, Dpt. Gastroenterology and Hepatology, Leuven, Belgium
Background
Mechanistic evidence linking gut microbial changes and host mucosal barrier responses in patients with Crohn’s disease (CD) is lacking. In this study, we used a computational approach to integrate gut microbial and intestinal gene expression in CD patients.
Methods
Bacterial species, bacterial genes/transcripts with enhanced abundances/transcriptional activity in CD (t-statistic of > 2 and Q-value < 0.05), as well as mucosal (ileum/rectum) differentially expressed genes (DEGs) between CD (n =43) and non-IBD (n=22) subjects were retrieved from the Inflammatory Bowel Disease Meta -Omics Database (IBDMDB). The impact of bacterial proteins on host gene expression was inferred using MicrobioLink, a computational tool for inferring microbe-host interactions. Drug target information was retrieved from OpenTargets. Paired 16S read-outs from stool samples and gene expression data from ileal biopsies in CD patients (n=20) and non-IBD controls (n=15), cross-sectionally collected at our IBD referral center, were used for independent validation.
Results
Across the 8 identified bacterial species enriched in CD, 3.7% (n= 743) of the orthologous groups were identified as being able to bind to human proteins. Network diffusion analysis uncovered bacterial proteins which could cumulatively modulate the expression of 42% of the genes differentially expressed in the ileum of CD patients. Topological and pathway analysis of the inferred signaling network modulated by the microbiota revealed several key hub proteins and immune-related pathways associated with IL-4, IL-2 and IL-13 signaling, receptor tyrosine-kinases, NFkB, and toll-like receptors including TLR4. Seventy-eight percent of the DEGs in our discovery cohort were also differentially expressed in the validation cohort (R2 = 0.907). Bacterial proteins post-translationally modifying host receptors resulted in the up-regulation of several pro-inflammatory cytokines via critical hub proteins such as NFkB (Figure 1). We observed different levels of locational specificity (from 35 to 61%) for the top regulators such as SPI1, STAT1 and NFKB1in terms of genes regulated by them in ileum and rectum. 24 proteins including ITGA4 and JAK1 from the ileal and rectal signaling networks are existing targets of CD drugs such as vedolizumab and tofacitinib, filgotinib and upadacitinib respectively.
Conclusion
Our findings outline the potential mechanisms of microbiome-induced host responses and provide insights into designing microbiome-mediated therapies to prevent and/or treat CD.