The properties of human disease mutations at protein interfaces
Abstract
The assembly of proteins into complexes and interactions with other biomolecules are often vital for their biological function. While it is known that mutations at protein interfaces have a high potential to be damaging and cause human genetic disease, there has been relatively little consideration for how this varies between different types of interfaces. Here we investigate the properties of human pathogenic and putatively benign missense variants at homomeric (isologous and heterologous), heteromeric, DNA, RNA and other ligand interfaces, and at different regions with respect to those interfaces. We find that different types of interfaces vary greatly in their propensity to be associated with pathogenic mutations, with homomeric heterologous and DNA interfaces being particularly enriched in disease. We also find that residues that do not directly participate in an interface, but are close in 3D space, also show a significant disease enrichment. Finally, we show that mutations at different types of interfaces tend to have distinct property changes when undergoing amino acid substitutions associated with disease, and that this is linked to substantial variability in their identification by computational variant effect predictors.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 43
- FWCI
- 5.12
- Field percentile
- top 3%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- AI-based structural modelling and pathogenic variant mapping across the human protein interactome
Alexander M Ille, Anetta L Ille, … Todd Holyoak·bioRxiv·Nov 3, 2026
- Interactome INSIDER: A Multi-Scale Structural Interactome Browser For Genomic Studies
Michael J. Meyer, Juan Felipe Beltrán, … Haiyuan Yu·Nature MethodsPeer-reviewed·Jan 1, 2018
- Loss-of-function, gain-of-function and dominant-negative mutations have profoundly different effects on protein structure: implications for variant effect prediction
Lukas Gerasimavicius, Benjamin Livesey, Joseph A. Marsh·bioRxiv·Oct 23, 2021
- Mutational oncogenic signatures on structurally resolved protein interacting interfaces
Luz Garcia-Alonso, Joaquin Dopazo·bioRxiv·Mar 7, 2015
- Comprehensive characterization of protein-protein interaction network perturbations by human disease mutations
Feixiong Cheng, Junfei Zhao, … Joseph Loscalzo·bioRxiv·Sep 18, 2020
- A new web resource to predict the impact of missense variants at protein interfaces using 3D structural data: Missense3D-PPI
Cecilia Pennica, Gordon Hanna, … Alessia David·Journal of Molecular BiologyPeer-reviewed·Mar 24, 2023