Widespread macromolecular interaction perturbations in human genetic disorders

Nidhi Sahni, Song Yi, Mikko Taipale, Juan I. Fuxman Bass, Jasmin Coulombe-Huntington, Fan Yang, Jian Peng, Jochen Weile, Georgios I. Karras, Yang Wang, István A. Kovács, Atanas Kamburov, Irina Krykbaeva, Mandy H. Lam, George Tucker, Vikram Khurana, Amitabh Sharma, Yang Yu Liu, Nozomu Yachie, Quan ZhongYun Shen, Alexandre Palagi, Adriana San-Miguel, Changyu Fan, Dawit Balcha, Amelie Dricot, Daniel M. Jordan, Jennifer M. Walsh, Akash A. Shah, Xinping Yang, Ani K. Stoyanova, Alex Leighton, Michael A. Calderwood, Yves Jacob, Michael E. Cusick, Kourosh Salehi-Ashtiani, Luke J. Whitesell, Shamil Sunyaev, Bonnie Berger, Albert László Barabási, Benoit Charloteaux, David E. Hill, Tong Hao, Frederick P. Roth, Yu Xia, Albertha J.M. Walhout, Susan Lindquist*, Marc Vidal

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

392 Scopus citations

Abstract

How disease-associated mutations impair protein activities in the context of biological networks remains mostly undetermined. Although a few renowned alleles are well characterized, functional information is missing for over 100,000 disease-associated variants. Here we functionally profile several thousand missense mutations across a spectrum of Mendelian disorders using various interaction assays. The majority of disease-associated alleles exhibit wild-type chaperone binding profiles, suggesting they preserve protein folding or stability. While common variants from healthy individuals rarely affect interactions, two-thirds of disease-associated alleles perturb protein-protein interactions, with half corresponding to "edgetic" alleles affecting only a subset of interactions while leaving most other interactions unperturbed. With transcription factors, many alleles that leave protein-protein interactions intact affect DNA binding. Different mutations in the same gene leading to different interaction profiles often result in distinct disease phenotypes. Thus disease-associated alleles that perturb distinct protein activities rather than grossly affecting folding and stability are relatively widespread.

Original languageEnglish (US)
Pages (from-to)647-660
Number of pages14
JournalCell
Volume161
Issue number3
DOIs
StatePublished - Apr 23 2015

Funding

We thank the members of the DFCI Center for Cancer Systems Biology (CCSB) for valuable discussions and acknowledge A.A. Chen, M. Koeva, and E. Guney for helpful suggestions. This work was supported by NHGRI (P50HG004233 to M.V., F.P.R. and A.-L.B.; RC4HG006066 to M.V., T.H., D.E.H., K.S.-A., L.J.W., and S.L.; and R01HG001715 to M.V., D.E.H., and F.P.R.), NIGMS (GM082971 to A.J.M.W.), NSF (CCF-1219007 to Y.X.), NSERC (RGPIN-2014-03892 to Y.X.), and the Krembil Foundation, a Canada Excellence Research Chair, an Ontario Research Fund–Research Excellence Award awarded to F.P.R. J.I.F.B. is supported by a Pew Latin American Fellowship. A.K. is supported by an EMBO Long-Term Fellowship. S.L. is an investigator of the Howard Hughes Medical Institute. M.V. is a Chercheur Qualifié Honoraire from the Fonds de la Recherche Scientifique (FRS-FNRS, Wallonia-Brussels Federation).

ASJC Scopus subject areas

  • General Biochemistry, Genetics and Molecular Biology

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