Evidence map›Paper›PMID 24386217›Full record

ArticlePloS one2013

Rheostats and toggle switches for modulating protein function.

Sarah Meinhardt, Michael W Manley, Daniel J Parente, Liskin Swint-Kruse

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers.

0numbers the graph read from it
0cells of the map it votes in
50citing papers in PubMed
1.2field-weighted citation impact, top 21% 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

50 citing papers in PubMed, 71 citations in OpenAlex.

  1. Protein rheostasis: quality control in metastable proteomes.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026
    Review
  2. Article
  3. Article
  4. Amino acid substitutions at rheostat positions in the NaProtein science : a publication of the Protein Society · 2025
    Article
  5. Dissecting the effects of single amino acid substitutions in SARS-CoV-2 Mpro.Protein science : a publication of the Protein Society · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Rheostatic contributions to protein stability can obscure a position's functional role.Protein science : a publication of the Protein Society · 2024
    Article
  10. Review
  11. Article
  12. Article
  13. Fructose-1-kinase has pleiotropic roles inbioRxiv : the preprint server for biology · 2023
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Structural Plasticity Is a Feature of Rheostat Positions in the Human NaInternational journal of molecular sciences · 2022
    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

4 authors at 1 institution in 1 country.

Sarah MeinhardtDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, United States of America.
Michael W ManleyDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, United States of America.
Daniel J ParenteDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, United States of America.
Liskin Swint-KruseDepartment of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, United States of America.
University of Kansas Medical Center · US

Funding

NIGMS NIH HHS GM079432
6 · The paper itself

Abstract

The millions of protein sequences generated by genomics are expected to transform protein engineering and personalized medicine. To achieve these goals, tools for predicting outcomes of amino acid changes must be improved. Currently, advances are hampered by insufficient experimental data about nonconserved amino acid positions. Since the property "nonconserved" is identified using a sequence alignment, we designed experiments to recapitulate that context: Mutagenesis and functional characterization was carried out in 15 LacI/GalR homologs (rows) at 12 nonconserved positions (columns). Multiple substitutions were made at each position, to reveal how various amino acids of a nonconserved column were tolerated in each protein row. Results showed that amino acid preferences of nonconserved positions were highly context-dependent, had few correlations with physico-chemical similarities, and were not predictable from their occurrence in natural LacI/GalR sequences. Further, unlike the "toggle switch" behaviors of conserved positions, substitutions at nonconserved positions could be rank-ordered to show a "rheostatic", progressive effect on function that spanned several orders of magnitude. Comparisons to various sequence analyses suggested that conserved and strongly co-evolving positions act as functional toggles, whereas other important, nonconserved positions serve as rheostats for modifying protein function. Both the presence of rheostat positions and the sequence analysis strategy appear to be generalizable to other protein families and should be considered when engineering protein modifications or predicting the impact of protein polymorphisms.

Indexed as

Models, MolecularAmino Acid SubstitutionConserved SequenceEpistasis, GeneticEscherichia coli ProteinsLac RepressorsMutationProtein ConformationProtein MultimerizationProteinsRepressor ProteinsStructure-Activity RelationshipEscherichia coli ProteinsGalactose repressor proteinsLac RepressorsProteinsRepressor Proteins

Identifiers

PMID24386217
PMCPMC3875437
OpenAlexW2086235515

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.