A human phenome-interactome network of protein complexes implicated in genetic disorders
Lage, Kasper × Karlberg, E. Olof Storling, Zenia M Olason, Pall I Pedersen, Anders G Rigina, Olga Hinsby, Anders M Tumer, Zeynep Pociot, Flemming Tommerup, Niels Moreau, Yves Brunak, Soren #
Gale Group Inc.
Nature Biotechnology vol:25 issue:3 pages:309-316
We performed a systematic, large-scale analysis of human protein complexes comprising gene products implicated in many different categories of human disease to create a phenome-interactome network. This was done by integrating quality-controlled interactions of human proteins with a validated, computationally derived phenotype similarity score, permitting identification of previously unknown complexes likely to be associated with disease. Using a phenomic ranking of protein complexes linked to human disease, we developed a Bayesian predictor that in 298 of 669 linkage intervals correctly ranks the known disease-causing protein as the top candidate, and in 870 intervals with no identified disease-causing gene, provides novel candidates implicated in disorders such as retinitis pigmentosa, epithelial ovarian cancer, inflammatory bowel disease, amyotrophic lateral sclerosis, Alzheimer disease, type 2 diabetes and coronary heart disease. Our publicly available draft of protein complexes associated with pathology comprises 506 complexes, which reveal functional relationships between disease-promoting genes that will inform future experimentation.