Evidence map›Paper›PMID 34076313›Full record

ArticleProtein science : a publication of the Protein Society2021

Rheostat functional outcomes occur when substitutions are introduced at nonconserved positions that diverge with speciation.

Liskin Swint-Kruse, Tyler A Martin, Braelyn M Page, Tiffany Wu, Paige M Gerhart, Larissa L Dougherty, Qingling Tang, Daniel J Parente, Brian R Mosier, Leonidas E Bantis and 1 more

Open access · bronzeAbstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
1.5field-weighted citation impact, top 18% of its field
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

18 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Amino acid substitutions at rheostat positions in the NaProtein science : a publication of the Protein Society · 2025
    Article
  3. Dissecting the effects of single amino acid substitutions in SARS-CoV-2 Mpro.Protein science : a publication of the Protein Society · 2025
    Article
  4. Article
  5. Article
  6. Rheostatic contributions to protein stability can obscure a position's functional role.Protein science : a publication of the Protein Society · 2024
    Article
  7. Review
  8. Article
  9. Fructose-1-kinase has pleiotropic roles inbioRxiv : the preprint server for biology · 2023
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Structural Plasticity Is a Feature of Rheostat Positions in the Human NaInternational journal of molecular sciences · 2022
    Article
  15. Review
  16. Article
  17. Article
  18. Article
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

11 authors at 2 institutions in 1 country.

Liskin Swint-KruseDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.ORCID 0000-0002-5925-9741
Tyler A MartinDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Braelyn M PageDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Tiffany WuDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Paige M GerhartDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Larissa L DoughertyDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Qingling TangDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Daniel J ParenteDepartment of Family Medicine and Community Health, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Brian R MosierDepartment of Biostatistics and Data Science, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Leonidas E BantisDepartment of Biostatistics and Data Science, The University of Kansas Medical Center, Kansas City, Kansas, USA.
Aron W FentonDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.
University of Kansas Medical Center · USDartmouth College · US

Funding

Using Integrated Omics to Identify Dysfunctional Genetic Mechanisms Influencing Schizophrenia and Sleep DisturbancesP20GM130423 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · PI Kalyani Pyaram, Steven Allan Soper · 2019 to 2026
$21.5M
Using dynamic network models to quantitatively predict changes in binding affinity/specificity that arise from long-range amino acid substitutionsR01GM147635 · NIGMS · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI OZKAN, SEFIKA BANU, SWINT-KRUSE, LISKIN · 2022 to 2025
$1.8M
Dissecting Allostery in Pyruvate KinaseR01GM115340 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · PI FENTON, ARON W · 2016 to 2019
$1.4M
Towards exome analyses: Surprising outcomes from mutating nonconserved positionsR01GM118589 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · PI FENTON, ARON W, LAMB, AUDREY L · 2017 to 2020
$1.3M
NIGMS NIH HHS P20 GM130423NIGMS NIH HHS R01 GM115340NIGMS NIH HHS R01 GM118589NIGMS NIH HHS R01 GM147635
6 · The paper itself

Abstract

When amino acids vary during evolution, the outcome can be functionally neutral or biologically-important. We previously found that substituting a subset of nonconserved positions, "rheostat" positions, can have surprising effects on protein function. Since changes at rheostat positions can facilitate functional evolution or cause disease, more examples are needed to understand their unique biophysical characteristics. Here, we explored whether "phylogenetic" patterns of change in multiple sequence alignments (such as positions with subfamily specific conservation) predict the locations of functional rheostat positions. To that end, we experimentally tested eight phylogenetic positions in human liver pyruvate kinase (hLPYK), using 10-15 substitutions per position and biochemical assays that yielded five functional parameters. Five positions were strongly rheostatic and three were non-neutral. To test the corollary that positions with low phylogenetic scores were not rheostat positions, we combined these phylogenetic positions with previously-identified hLPYK rheostat, "toggle" (most substitution abolished function), and "neutral" (all substitutions were like wild-type) positions. Despite representing 428 variants, this set of 33 positions was poorly statistically powered. Thus, we turned to the in vivo phenotypic dataset for E. coli lactose repressor protein (LacI), which comprised 12-13 substitutions at 329 positions and could be used to identify rheostat, toggle, and neutral positions. Combined hLPYK and LacI results show that positions with strong phylogenetic patterns of change are more likely to exhibit rheostat substitution outcomes than neutral or toggle outcomes. Furthermore, phylogenetic patterns were more successful at identifying rheostat positions than were co-evolutionary or eigenvector centrality measures of evolutionary change.

Indexed as

Amino Acid SubstitutionEvolution, MolecularAdenosine DiphosphateBinding SitesCloning, MolecularComputational BiologyDNAEscherichia coliEscherichia coli ProteinsGene ExpressionGenetic VectorsHumansKineticsLac RepressorsModels, MolecularMutationAdenosine DiphosphateDNAEscherichia coli ProteinsLacI protein, E coliLac RepressorsPhosphoenolpyruvatePyruvate KinaseRecombinant Proteinsevolutionlactose repressor proteinphylogenypyruvate kinaserheostat positions

Identifiers

PMID34076313
PMCPMC8376419
OpenAlexW3164263519

What OpenQuestion holds

Textmetadata
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Registered trials

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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.