Viral Perturbations of Host Networks Reflect Disease Etiology

Natali Gulbahce(Northeastern University), Han Yan(Harvard University), Amélie Dricot(Dana-Farber Cancer Institute), Megha Padi(Dana-Farber Cancer Institute), Danielle Byrdsong(Dana-Farber Cancer Institute), Rachel Franchi(Harvard University), Deok‐Sun Lee(Northeastern University), Orit Rozenblatt–Rosen(Dana-Farber Cancer Institute), Jessica C. Mar(Dana-Farber Cancer Institute), Michael A. Calderwood(Harvard University), Amy Baldwin(Harvard University), Bo Zhao(Harvard University), Balaji Santhanam(Dana-Farber Cancer Institute), Pascal Falter‐Braun(Dana-Farber Cancer Institute), Nicolas Simonis(Harvard University), Kyung-Won Huh(Brigham and Women's Hospital), Karin Hellner(Brigham and Women's Hospital), Miranda Grace(Harvard University), Alyce A. Chen(Brigham and Women's Hospital), Renee Rubio(Dana-Farber Cancer Institute), Jarrod A. Marto(Dana-Farber Cancer Institute), Nicholas A. Christakis(Harvard University), Elliott Kieff(Harvard University), Frederick P. Roth(Harvard University), Jennifer Roecklein‐Canfield(Harvard University), James A. DeCaprio(Brigham and Women's Hospital), M. E. Cusick(Harvard University), John Quackenbush(Dana-Farber Cancer Institute), David E. Hill(Harvard University), Karl Münger(Harvard University), Marc Vidal(Harvard University), Albert-Ĺaszló Barabási(Northeastern University)
PLoS Computational Biology
June 28, 2012
Cited by 113Open Access
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Abstract

Many human diseases, arising from mutations of disease susceptibility genes (genetic diseases), are also associated with viral infections (virally implicated diseases), either in a directly causal manner or by indirect associations. Here we examine whether viral perturbations of host interactome may underlie such virally implicated disease relationships. Using as models two different human viruses, Epstein-Barr virus (EBV) and human papillomavirus (HPV), we find that host targets of viral proteins reside in network proximity to products of disease susceptibility genes. Expression changes in virally implicated disease tissues and comorbidity patterns cluster significantly in the network vicinity of viral targets. The topological proximity found between cellular targets of viral proteins and disease genes was exploited to uncover a novel pathway linking HPV to Fanconi anemia.


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