ArticleJournal of the American Medical Informatics Association : JAMIA
A rational free energy-based approach to understanding and targeting disease-causing missense mutations.
Article in Journal of the American Medical Informatics Association : JAMIA. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 24 citations in OpenAlex.
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- Repurposing With Purpose: Treatment of Bachmann-Bupp Syndrome With Eflornithine and Implications for Other Polyaminopathies.American journal of medical genetics. Part C, Seminars in medical genetics · 2025Article
- CDKL5 Deficiency Disorder: Revealing the Molecular Mechanism of Pathogenic Variants.International journal of molecular sciences · 2025Article
- PON-Fold: Prediction of Substitutions Affecting Protein Folding Rate.International journal of molecular sciences · 2023Article
- Electrostatics in Computational Biophysics and Its Implications for Disease Effects.International journal of molecular sciences · 2022Review
- SAAMBE-3D: Predicting Effect of Mutations on Protein-Protein Interactions.International journal of molecular sciences · 2020Article
- Structural Perspective on Revealing and Altering Molecular Functions of Genetic Variants Linked with Diseases.International journal of molecular sciences · 2019Review
- Computational Approaches to Prioritize Cancer Driver Missense Mutations.International journal of molecular sciences · 2018Review
- Drug-Like Protein-Protein Interaction Modulators: Challenges and Opportunities for Drug Discovery and Chemical Biology.Molecular informatics · 2014Review
- Prediction and prioritization of rare oncogenic mutations in the cancer Kinome using novel features and multiple classifiers.PLoS computational biology · 2014Article
- Rational design of small-molecule stabilizers of spermine synthase dimer by virtual screening and free energy-based approach.PloS one · 2014Article
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Authors and funding
7 authors at 5 institutions in 3 countries.
Funding
Abstract
background and significanceIntellectual disability is a condition characterized by significant limitations in cognitive abilities and social/behavioral adaptive skills and is an important reason for pediatric, neurologic, and genetic referrals. Approximately 10% of protein-encoding genes on the X chromosome are implicated in intellectual disability, and the corresponding intellectual disability is termed X-linked ID (XLID). Although few mutations and a small number of families have been identified and XLID is rare, collectively the impact of XLID is significant because patients usually are unable to fully participate in society.
objectiveTo reveal the molecular mechanisms of various intellectual disabilities and to suggest small molecules which by binding to the malfunctioning protein can reduce unwanted effects.
methodsUsing various in silico methods we reveal the molecular mechanism of XLID in cases involving proteins with known 3D structure. The 3D structures were used to predict the effect of disease-causing missense mutations on the folding free energy, conformational dynamics, hydrogen bond network and, if appropriate, protein-protein binding free energy.
resultsIt is shown that the vast majority of XLID mutation sites are outside the active pocket and are accessible from the water phase, thus providing the opportunity to alter their effect by binding appropriate small molecules in the vicinity of the mutation site.
conclusionsThis observation is used to demonstrate, computationally and experimentally, that a particular condition, Snyder-Robinson syndrome caused by the G56S spermine synthase mutation, might be ameliorated by small molecule binding.
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