ArticleAmerican journal of human genetics2019
Conformational Dynamics and Allosteric Regulation Landscapes of Germline PTEN Mutations Associated with Autism Compared to Those Associated with Cancer.
Article in American journal of human genetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed, 66 citations in OpenAlex.
- Pleiotropic germline PTEN mutations influence gastrulation through dysregulated AKT activation.NPJ genomic medicine · 2026Article
- Elucidating PTEN conformational dynamics and phosphatase regulation via integrative modeling and mutation prediction.Structure (London, England : 1993) · 2025Article
- Evolution of the conformational ensemble and allosteric networks of apoptotic caspases in chordates.The Biochemical journal · 2025Article
- Computational model predicts function of Rho-GTPase binding for plexin receptor GAP activity on Rap1b via dynamic allosteric changes.Protein science : a publication of the Protein Society · 2025Article
- SOAR elucidates biological insights and empowers drug discovery through spatial transcriptomics.Science advances · 2025Article
- Decoding Mechanisms of PTEN Missense Mutations in Cancer and Autism Spectrum Disorder using Interpretable Machine Learning Approaches.bioRxiv : the preprint server for biology · 2025Article
- Using residue interaction networks to understand protein function and evolution and to engineer new proteins.Current opinion in structural biology · 2024Review
- On the linkage of thermodynamics and pathogenicity.Current opinion in structural biology · 2023Review
- Functional analysis of PTEN variants of unknown significance from PHTS patients unveils complex patterns of PTEN biological activity in disease.European journal of human genetics : EJHG · 2023Article
- Comparative Protein Structural Network Analysis Reveals C-Terminal Tail Phosphorylation Structural Communication Fingerprint inThe journal of physical chemistry. B · 2023Article
- SHH medulloblastoma and very early onset of bowel polyps in a child withFrontiers in molecular neuroscience · 2023Review
- Structural and Dynamic Effects of PTEN C-Terminal Tail Phosphorylation.Journal of chemical information and modeling · 2022Article
- Review
- A comprehensive SARS-CoV-2-human protein-protein interactome network identifies pathobiology and host-targeting therapies for COVID-19.Research square · 2022Article
- Comprehensive characterization of PTEN mutational profile in a series of 34,129 colorectal cancers.Nature communications · 2022Article
- Dissecting mutational allosteric effects in alkaline phosphatases associated with different Hypophosphatasia phenotypes: An integrative computational investigation.PLoS computational biology · 2022Article
- How can same-gene mutations promote both cancer and developmental disorders?Science advances · 2022Article
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing.Genome biology · 2022Article
- LYRUS: a machine learning model for predicting the pathogenicity of missense variants.Bioinformatics advances · 2022Article
- Integrating thousands of PTEN variant activity and abundance measurements reveals variant subgroups and new dominant negatives in cancers.Genome medicine · 2021Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Individuals with germline PTEN tumor-suppressor variants have PTEN hamartoma tumor syndrome (PHTS). Clinically, PHTS has variable presentations; there are distinct subsets of PHTS-affected individuals, such as those diagnosed with autism spectrum disorder (ASD) or cancer. It remains unclear why mutations in one gene can lead to such seemingly disparate phenotypes. Therefore, we sought to determine whether it is possible to predict a given PHTS-affected individual's a priori risk of ASD, cancer, or the co-occurrence of both phenotypes. By integrating network proximity analysis performed on the human interactome, molecular simulations, and residue-interaction networks, we demonstrate the role of conformational dynamics in the structural communication and long-range allosteric regulation of germline PTEN variants associated with ASD or cancer. We show that the PTEN interactome shares significant overlap with the ASD and cancer interactomes, providing network-based evidence that PTEN is a crucial player in the biology of both disorders. Importantly, this finding suggests that a germline PTEN variant might perturb the ASD or cancer networks differently, thus favoring one disease outcome at any one time. Furthermore, protein-dynamic structural-network analysis reveals small-world structural communication mediated by highly conserved functional residues and potential allosteric regulation of PTEN. We identified a salient structural-communication pathway that extends across the inter-domain interface for cancer-only mutations. In contrast, the structural-communication pathway is predominantly restricted to the phosphatase domain for ASD-only mutations. Our integrative approach supports the prediction and potential modulation of the relevant conformational states that influence structural communication and long-range perturbations associated with mutational effects that lead to PTEN-ASD or PTEN-cancer phenotypes.
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