Evidence map›Paper›PMID 42629527›Full record

ArticleFunctional & integrative genomics2026

Dynamics-aware evolutionary profiling uncouples structural rigidity from functional motion to enable enhanced variant interpretation.

Taner Karagöl, Alper Karagöl

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Article in Functional & integrative genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

2 authors.

Taner Karagöl *Istanbul University Istanbul Medical Faculty, Istanbul, Turkey. taner.karagol@gmail.com.ORCID http://orcid.org/0009-0005-1011-7661
Alper Karagöl *Istanbul University Istanbul Medical Faculty, Istanbul, Turkey. alper.karagol@gmail.com.ORCID http://orcid.org/0009-0001-7864-0732

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evolutionary conservation is a powerful part of mutational intolerance prediction, yet traditional pathogenicity metrics frequently conflate two distinct biophysical constraints: structural stability (rigidity) and functional mechanics (dynamics). We introduce Dynamics-Aware Evolutionary Profiling to resolve this ambiguity, integrating Molecular Dynamics with evolutionary conservation and coupling analysis across human/cross-species-proteome of 151 protein structures. By mathematically uncoupling biophysical forces, we define largely independent metrics; the Rigid Conserved Score (RCS) for the structural scaffold, and the Dynamic Conserved Score (DCS) for flexible residues. Our analysis reveals a fundamental bifurcation in pathogenicity. RCS serves as a filter for lethal structural failure, isolating hydrophobic core residues whose mutation triggers unfolding. In contrast, DCS identified a rare population of residues that are evolutionarily highly-conserved but structurally mobile; these Dynamic-Conserved sites exhibit intermediate pathogenicity and are enriched in flexible hinge residues (Gly, Pro). Validation against 737 human variants from ClinVar suggests that DCS may capture a distinct pathogenic mechanism regarding essential protein motion. Notably, DCS and RCS correctly flagged some pathogenic variants of NARS1 and PGK1 that were misclassified as benign or ambiguous by AlphaMissense. These results indicate that while the rigid core represents a stability bottleneck, DCS isolates functional sites likely driving allosteric regulation. We provide an open-access web interface (ADEPT) for these metrics. By isolating dynamic-conserved residues, this framework refines the interpretation of Variants of Uncertain Significance in dynamic regions and reveals tunable targets for rational drug design, moving beyond the static optimization of the folded state.

Indexed as

MutationProteinsStructural Homology, ProteinAnimalsAspartate-tRNA LigaseBiophysical PhenomenaDatabases, GeneticDiseaseHumansMolecular Dynamics SimulationRNA, Transfer, Amino Acylasparaginyl-tRNA synthetaseAspartate-tRNA LigaseProteinsRNA, Transfer, Amino AcylAllosteric regulationDynamic conservationGeneticsRational drug designStructure-function relationshipVariant analysis

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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.