Evidence map›Paper›PMID 33462801›Full record

ArticleBiopolymers2021

A high-throughput predictive method for sequence-similar fold switchers.

Allen K Kim, Loren L Looger, Lauren L Porter

Abstract read
In one paragraph

Article in Biopolymers, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing 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

19 citing papers in PubMed.

  1. Article
  2. Fold-Switching Proteins.Annual review of biophysics · 2026
    Review
  3. AnCurrent drug targets · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Fluid protein fold space and its implications.BioEssays : news and reviews in molecular, cellular and developmental biology · 2023
    Article
  9. Metamorphic protein folding as evolutionary adaptation.Trends in biochemical sciences · 2023
    Review
  10. Article
  11. Distinguishing features of fold-switching proteins.Protein science : a publication of the Protein Society · 2023
    Review
  12. Evolutionary selection of proteins with two folds.bioRxiv : the preprint server for biology · 2023
    Article
  13. Article
  14. AlphaFold2 fails to predict protein fold switching.Protein science : a publication of the Protein Society · 2022
    Article
  15. Design and discovery of metamorphic proteins.Current opinion in structural biology · 2022
    Review
  16. Review
  17. Article
  18. Article
  19. Predictable fold switching by the SARS-CoV-2 protein ORF9b.Protein science : a publication of the Protein Society · 2021
    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

3 authors.

Allen K KimNational Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA.
Loren L LoogerHoward Hughes Medical Institute, Janelia Research Campus, Ashburn, Virginia, USA.
Lauren L PorterNational Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA.ORCID https://orcid.org/0000-0003-2031-8326

Funding

Predictions and experimental validation of fold-switching proteinsZIALM202011 · NLM · NATIONAL LIBRARY OF MEDICINE · PI PORTER, LAUREN · 2020 to 2025
$6.5M
Howard Hughes Medical InstituteIntramural NIH HHS ZIA LM202011NIH HHS
6 · The paper itself

Abstract

Although most experimentally characterized proteins with similar sequences assume the same folds and perform similar functions, an increasing number of exceptions is emerging. One class of exceptions comprises sequence-similar fold switchers, whose secondary structures shift from α-helix <-> β-sheet through a small number of mutations, a sequence insertion, or a deletion. Predictive methods for identifying sequence-similar fold switchers are desirable because some are associated with disease and/or can perform different functions in cells. Here, we use homology-based secondary structure predictions to identify sequence-similar fold switchers from their amino acid sequences alone. To do this, we predicted the secondary structures of sequence-similar fold switchers using three different homology-based secondary structure predictors: PSIPRED, JPred4, and SPIDER3. We found that α-helix <-> β-strand prediction discrepancies from JPred4 discriminated between the different conformations of sequence-similar fold switchers with high statistical significance (P < 1.8*10

Indexed as

Protein FoldingProteinsAmino Acid SequenceProtein Structure, SecondarySequence AlignmentProteinsbioinformaticsmetamorphic proteinsprotein fold switchingprotein secondary structure predictionprotein structure prediction

Identifiers

PMID33462801
PMCPMC8404102

What OpenQuestion holds

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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.