Site-saturation mutagenesis of 500 human protein domains
Centre for Genomic Regulation · BGI Group (China) · +4 more institutions
Abstract
. Tens of millions of missense variants exist in the current human population, and the vast majority of these have unknown functional consequences. Here we present a large-scale experimental analysis of human missense variants across many different proteins. Using DNA synthesis and cellular selection experiments we quantify the effect of more than 500,000 variants on the abundance of more than 500 human protein domains. This dataset reveals that 60% of pathogenic missense variants reduce protein stability. The contribution of stability to protein fitness varies across proteins and diseases and is particularly important in recessive disorders. We combine stability measurements with protein language models to…
Citation impact
- FWCI
- 114.10
- Percentile
- 100%
- References
- 95
Authors
4Topics & keywords
- Missense mutation
- Biology
- Computational biology
- Genetics
- Saturated mutagenesis
- Population
- Phenotype
- Protein superfamily
Funding
- CDCentres de Recerca de Catalunya
- ECEuropean CommissionAwards: 883742, 101030961
- NNNational Natural Science Foundation of ChinaAwards: 32322047, BM2023009
- ARAXA Research Fund
- GDGeneralitat de CatalunyaAward: 2017 SGR
- MDMinisterio de Ciencia e Innovación
- FBFondation Bettencourt Schueller
- ADAgència de Gestió d'Ajuts Universitaris i de RecercaAward: 2017 SGR