ArticleHuman mutation2018
RheoScale: A tool to aggregate and quantify experimentally determined substitution outcomes for multiple variants at individual protein positions.
Article in Human mutation, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 32 citations in OpenAlex.
- Amino acid substitutions at rheostat positions in the NaProtein science : a publication of the Protein Society · 2025Article
- Dissecting the effects of single amino acid substitutions in SARS-CoV-2 Mpro.Protein science : a publication of the Protein Society · 2025Article
- Identification of positions in human aldolase a that are neutral for apparent KArchives of biochemistry and biophysics · 2024Article
- Dynamics-based protein network features accurately discriminate neutral and rheostat positions.Biophysical journal · 2024Article
- Rheostatic contributions to protein stability can obscure a position's functional role.Protein science : a publication of the Protein Society · 2024Article
- Rheostats, toggles, and neutrals, Oh my! A new framework for understanding how amino acid changes modulate protein function.The Journal of biological chemistry · 2024Review
- The intrinsically disordered transcriptional activation domain of CIITA is functionally tuneable by single substitutions: An exception or a new paradigm?Protein science : a publication of the Protein Society · 2024Article
- The 2.4 Å structure of Zymomonas mobilis pyruvate kinase: Implications for stability and regulation.Archives of biochemistry and biophysics · 2023Article
- PYK-SubstitutionOME: an integrated database containing allosteric coupling, ligand affinity and mutational, structural, pathological, bioinformatic and computational information about pyruvate kinase isozymes.Database : the journal of biological databases and curation · 2023Article
- Odd one out? Functional tuning of Zymomonas mobilis pyruvate kinase is narrower than its allosteric, human counterpart.Protein science : a publication of the Protein Society · 2022Article
- Structural Plasticity Is a Feature of Rheostat Positions in the Human NaInternational journal of molecular sciences · 2022Article
- Substitutions at a rheostat position in human aldolase A cause a shift in the conformational population.Protein science : a publication of the Protein Society · 2022Article
- Evolution-Based Protein Engineering for Antifungal Peptide Improvement.Molecular biology and evolution · 2021Article
- Rheostat functional outcomes occur when substitutions are introduced at nonconserved positions that diverge with speciation.Protein science : a publication of the Protein Society · 2021Article
- Substitutions at Nonconserved Rheostat Positions Modulate Function by Rewiring Long-Range, Dynamic Interactions.Molecular biology and evolution · 2021Article
- Article
- Rheostat positions: A new classification of protein positions relevant to pharmacogenomics.Medicinal chemistry research : an international journal for rapid communications on design and mechanisms of action of biologically active agents · 2020Article
- funtrp: identifying protein positions for variation driven functional tuning.Nucleic acids research · 2019Article
- Functional tunability from a distance: Rheostat positions influence allosteric coupling between two distant binding sites.Scientific reports · 2019Article
- A clinically relevant polymorphism in the NaThe Journal of biological chemistryArticle
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Human mutations often cause amino acid changes (variants) that can alter protein function or stability. Some variants fall at protein positions that experimentally exhibit "rheostatic" mutation outcomes (different amino acid substitutions lead to a range of functional outcomes). In ongoing studies of rheostat positions, we encountered the need to aggregate experimental results from multiple variants, to describe the overall roles of individual positions. Here, we present "RheoScale" which generates quantitative scores to discriminate rheostat positions from those with "toggle" (most substitutions abolish function) or "neutral" (most substitutions have wild-type function) outcomes. RheoScale scores facilitate correlations of experimental data (such as binding affinity or stability) with structural and bioinformatic analyses. The RheoScale calculator is encoded into a Microsoft Excel workbook and an R script. Example analyses are shown for three model protein systems, including one assessed via deep mutational scanning. The RheoScale calculator quickly and efficiently provided quantitative descriptions that were in good agreement with prior qualitative observations. As an example application, scores were compared to the example proteins' structures; strong rheostat positions tended to occur in dynamic locations. In the future, RheoScale scores can be easily integrated into computational studies to facilitate improved algorithms for predicting outcomes of human variants.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.