bioRxivBioinformaticsPreprint
A systems genomics approach to uncover patient-specific pathogenic pathways in a complex disease
Johanne BrooksiD, Dezso Modos, Padhmanand SudhakariD, David Fazekas, Azedine ZoufiriD, Orsolya KapuyiD, Mate Szalay-Beko, Matthew MadgwickiD, Bram VerstocktiD, Lindsay Hall, Alastair J.M. WatsoniD, Mark Tremelling, Miles ParkesiD, Severine Vermeire, Andreas Bender, Simon Richard CardingiD, Tamas Douglas KorcsmarosiD
- Citations
- 3
Abstract
We describe a novel precision medicine workflow, the integrated single nucleotide polymorphism network platform (iSNP), designed to identify the exact mechanisms of how SNPs affect cellular regulatory networks, and how SNP co-occurrences contribute to disease pathogenesis in ulcerative colitis (UC). Using SNP profiles of 377 UC patients, we mapped the regulatory effects of the SNPs to a human signalling network containing protein-protein, miRNA-mRNA and transcription factor binding interactions. Unsupervised clustering algorithms grouped these patient-specific networks into four distinct clusters based on two large disease hubs, NFKB1 and PKCB. Pathway analysis identified the epigenetic modification as common and the T-cell specific responses as differing signalling pathways in the clusters. By integrating individual transcriptomes in active and quiescent disease setting to the patient networks, we validated the impact of non-coding SNPs. The iSNP approach identified regulatory effects of disease-associated non-coding SNPs, and identified how pathogenesis pathways are activated via different genetic modifications.
- organism: human
- assay: whole-exome sequencing
- research focus: gene regulatory network inference
- approach: statistical model
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