Nature CommunicationsGeneticsPeer-reviewed journal article
Multi-model functionalization of disease-associated PTEN missense mutations identifies multiple molecular mechanisms underlying protein dysfunction
Kathryn L. Post, Manuel BelmadaniiD, Payel GangulyiD, Fabian MeiliiD, Riki DingwalliD, Troy A. McDiarmidiD, Warren M. MeyersiD, Caitlin Herrington, Barry P. YoungiD, Daniel B. Callaghan, Sanja RogićiD, Matthew Edwards, Ana P. Niciforovic, Alessandro CauiD, Catharine H. RankiniD, Timothy P. O’ConnoriD, Shernaz Xerxes BamjiiD, Christopher J. R. LoeweniD, Douglas W. AllaniD, Paul PavlidisiD, Kurt Z. HaasiD
- Citations
- 62
- FWCI
- 4.98
- Field percentile
- top 3%
Abstract
Functional variomics provides the foundation for personalized medicine by linking genetic variation to disease expression, outcome and treatment, yet its utility is dependent on appropriate assays to evaluate mutation impact on protein function. To fully assess the effects of 106 missense and nonsense variants of PTEN associated with autism spectrum disorder, somatic cancer and PHTS, we take a deep phenotypic profiling approach using 18 assays in 5 model systems spanning diverse cellular environments ranging from molecular function to neuronal morphogenesis and behavior. Variants inducing instability occurred across the protein, resulting in partial to complete loss of function (LoF), which was well correlated across models. However, assays were selectively sensitive to variants located in substrate binding and catalytic domains, which exhibited complete LoF or dominant negativity independent of effects on stability. Our results indicate that full characterization of variant impact requires assays sensitive to instability and a range of protein functions.
- organism: human
- assay: protein structure
- research focus: variant effect prediction
- approach: experimental assay
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
- A saturation mutagenesis approach to understanding PTEN lipid phosphatase activity and genotype-phenotypes relationships
Taylor L. Mighell, Sara Evans-Dutson, Brian J. O’Roak·The American Journal of Human GeneticsPeer-reviewed·Apr 26, 2018
- Classifying disease-associated variants using measures of protein activity and stability
M. M. Jepsen, D. M. Fowler, … K. Lindorff-Larsen·bioRxiv·Aug 2, 2019
- In vivo functional classification of PTEN variants reveals context-dependent oncogenicity and interindividual variability
David Aristizábal-Corrales, Andrés Velázquez-Mudarra, … Julián Cerón·bioRxiv·Jun 8, 2026
- Image-based, pooled phenotyping reveals multidimensional, disease-specific variant effects
Sriram Pendyala, Katie Partington, … Douglas M. Fowler·CellPeer-reviewed·May 12, 2026
- Decoding molecular mechanisms for loss-of-function variants in the human proteome
Matteo Cagiada, Nicolas Jonsson, Kresten Lindorff‐Larsen·bioRxiv·May 21, 2024
- Understanding the origins of loss of protein function by analyzing the effects of thousands of variants on activity and abundance
M. Cagiada, K. E. Johansson, … K. Lindorff-Larsen·bioRxiv·Sep 28, 2020