Authors
Amitabh Sharma, Jörg Menche, C Chris Huang, Tatiana Ort, Xiaobo Zhou, Maksim Kitsak, Nidhi Sahni, Derek Thibault, Linh Voung, Feng Guo, Susan Dina Ghiassian, Natali Gulbahce, Frédéric Baribaud, Joel Tocker, Radu Dobrin, Elliot Barnathan, Hao Liu, Reynold A Panettieri Jr, Kelan G Tantisira, Weiliang Qiu, Benjamin A Raby, Edwin K Silverman, Marc Vidal, Scott T Weiss, Albert-László Barabási
Publication date
2015/1/12
Journal
Human molecular genetics
Volume
24
Issue
11
Pages
3005-3020
Publisher
Oxford University Press
Description
Recent advances in genetics have spurred rapid progress towards the systematic identification of genes involved in complex diseases. Still, the detailed understanding of the molecular and physiological mechanisms through which these genes affect disease phenotypes remains a major challenge. Here, we identify the asthma disease module, i.e. the local neighborhood of the interactome whose perturbation is associated with asthma, and validate it for functional and pathophysiological relevance, using both computational and experimental approaches. We find that the asthma disease module is enriched with modest GWAS P-values against the background of random variation, and with differentially expressed genes from normal and asthmatic fibroblast cells treated with an asthma-specific drug. The asthma module also contains immune response mechanisms that are shared with other immune-related …
Total citations
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