Evidence map›Paper›PMID 40082446›Full record

ArticleNature communications2025

Functionally constrained human proteins are less prone to mutational instability from single amino acid substitutions.

Maryam May, Aaron Chuah, Nicole Lehmann, Llewelyn Goodall, Vicky Cho, T Daniel Andrews

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Maryam May *The John Curtin School of Medical Research, The Australian National University, Canberra, Australia.ORCID http://orcid.org/0009-0005-8058-2585
Aaron Chuah *The John Curtin School of Medical Research, The Australian National University, Canberra, Australia.ORCID http://orcid.org/0000-0003-3066-701X
Nicole LehmannThe John Curtin School of Medical Research, The Australian National University, Canberra, Australia.
Llewelyn GoodallThe John Curtin School of Medical Research, The Australian National University, Canberra, Australia.ORCID http://orcid.org/0009-0007-6243-4364
Vicky ChoThe John Curtin School of Medical Research, The Australian National University, Canberra, Australia.ORCID http://orcid.org/0000-0001-9039-9876
T Daniel AndrewsThe John Curtin School of Medical Research, The Australian National University, Canberra, Australia. Dan.Andrews@anu.edu.au.ORCID http://orcid.org/0000-0003-3922-6376

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Amino Acid SubstitutionProteinsHumansMutation, MissenseProtein StabilityProteins

Identifiers

PMID40082446
PMCPMC11906876

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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.