StabilitySort: assessment of protein stability changes on a genome-wide scale to prioritize potentially pathogenic genetic variation
Journal Publication ResearchOnline@JCUAbstract
Missense mutations that change protein stability are strongly associated with human genetic disease. With the recent availability of predicted structures for all human proteins generated using the AlphaFold2 prediction model, genome-wide assessment of the stability effects of genetic variation can, for the first time, be easily performed. This facilitates the interrogation of personal genetic variation for potentially pathogenic effects through the application of stability metrics. Here, we present a novel tool to prioritize variants predicted to cause strong instability in essential proteins. We show that by filtering by Delta Delta G values and then prioritizing by StabilitySort Z-scores, we are able to more accurately discriminate pathogenic, protein-destabilizing mutations from population variation, compared with other mutation effect predictors.
Journal
Bioinformatics
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Volume
38
ISBN/ISSN
1367-4811
Edition
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Issue
17
Pages Count
3
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Publisher
Oxford University Press
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EISSN
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DOI
10.1093/bioinformatics/btac465