ArticleNature communications2025
Functionally constrained human proteins are less prone to mutational instability from single amino acid substitutions.
Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- The prevalence of protein misfolding as a mechanism for hereditary deafness.PLoS genetics · 2026Article
- Computational identification and characterization of high-risk human KRAS nsSNPs: Impacting structure, ligand binding, and cancer prognosis.Journal, genetic engineering & biotechnology · 2026Article
- Bridging Algorithms and Biocatalysis: Perspectives on AI-Supported Enzyme Engineering.Molecules (Basel, Switzerland) · 2026Review
- Decoding variants of uncertain significance in systemic autoinflammatory diseases.Nature reviews. Rheumatology · 2026Review
- Biochemical characterization of aspartylglucosaminidase missense variants of unclear significance reveals different degrees of functional impairment.Frontiers in chemistry · 2026Article
- Unraveling the nexus between lung cancer and rheumatoid arthritis using integrative transcriptomics and genomics.BMC cancer · 2025Article
- Functionally constrained human proteins are less prone to mutational instability from single amino acid substitutions.Nature communications · 2025Article
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6 authors.
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Abstract
Missense mutations that disrupt protein structural stability are a common pathogenic mechanism in human genetic disease. Here, we quantify potential disruption of protein stability due to amino acid substitution and show that functionally constrained proteins are less susceptible to large mutational changes in stability. Mechanistically, this relates to greater intrinsic disorder among constrained proteins and to increased B-factors in the ordered regions of constrained proteins. This phenomenon means that constrained proteins exhibit smaller stability effects due to missense mutations, and partly explains why overtransmission of pathogenic missense variation is less prevalent in genetic disorders characterised by protein truncations. We show that the most functionally constrained proteins are depleted of both destabilising and overly-stabilising amino acid variation in disease-free populations. Despite this, amino acid substitutions with large stability effects in functionally constrained proteins are still highly prevalent among pathogenic human genetic variation. Importantly, we observe that there are approximately five times more missense variants with large stability effects than there are unambiguous loss-of-function mutations. Missense variants with disruption of stability effects recapitulate the per-gene patterns of functional constraint observed with protein truncating loss-of-function variation, yet their relative abundance abrogates difficulties encountered when estimating functional constraint for the shortest human genes.
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