Abstract
Disease-causing mutations usually change the interacting partners of mutant proteins. In this article, we propose that the biological consequences of mutation are directly related to the alteration of corresponding protein protein interaction networks (PPIN). Mutation of Huntingtin (HTT) which causes Huntington's disease (HD) and mutations to TP53 which is associated with different cancers are studied as two example cases. We construct the PPIN of wild type and mutant proteins separately and identify the structural modules of each of the networks. The functional role of these modules are then assessed by Gene Ontology (GO) enrichment analysis for biological processes (BPs). We find that a large number of significantly enriched () GO terms in mutant PPIN were absent in the wild type PPIN indicating the gain of BPs due to mutation. Similarly some of the GO terms enriched in wild type PPIN cease to exist in the modules of mutant PPIN, representing the loss. GO terms common in modules of mutant and wild type networks indicate both loss and gain of BPs. We further assign relevant biological function(s) to each module by classifying the enriched GO terms associated with it. It turns out that most of these biological functions in HTT networks are already known to be altered in HD and those of TP53 networks are altered in cancers. We argue that gain of BPs, and the corresponding biological functions, are due to new interacting partners acquired by mutant proteins. The methodology we adopt here could be applied to genetic diseases where mutations alter the ability of the protein to interact with other proteins.
Highlights
Cellular functions are carried out by proteins interacting with other proteins and macromolecules like DNA, RNA, etc
Loss or gain of interaction due to mutation may contribute to causation, progression or modulation of disease. It has been reported recently [2] that out of 119 mutations in 65 distinct diseases, 95 mutations result in loss of function (LOF), 17 mutations result in gain of function (GOF) and 4 mutations changes the preferences for interaction
Loss of biological process: The unique Gene Ontology (GO) terms enriched in the modules of Wild type HTT (wHTT) which are absent in the modules of mutant HTT (mHTT) network represent the loss of functions due to mutation in HTT protein
Summary
Cellular functions are carried out by proteins interacting with other proteins and macromolecules like DNA, RNA, etc. Gain of biological process: The unique GO terms enriched in the modules of mHTT networks are listed in Dataset S4 (sheet 2) and in Text S1 (Table S3).
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