Evidence map›Paper›PMID 37529289›Full record

ArticleQRB discovery2022

Resolving the fine structure in the energy landscapes of repeat proteins.

Murilo N Sanches, R Gonzalo Parra, Rafael G Viegas, Antonio B Oliveira, Peter G Wolynes, Diego U Ferreiro, Vitor B P Leite

Abstract read
In one paragraph

Article in QRB discovery, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Frustration in physiology and molecular medicine.Molecular aspects of medicine · 2025
    Review
  4. Diversity and structural-functional insights of alpha-solenoid proteins.Protein science : a publication of the Protein Society · 2024
    Review
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

7 authors.

Murilo N SanchesDepartment of Physics, Institute of Biosciences, Humanities and Exact Sciences, São Paulo State University (UNESP), São José do Rio Preto, SP 15054-000, Brazil.ORCID https://orcid.org/0000-0001-9650-7989
R Gonzalo ParraBarcelona Supercomputing Center (BSC), Barcelona, Spain.ORCID https://orcid.org/0000-0003-2446-016X
Rafael G ViegasDepartment of Physics, Institute of Biosciences, Humanities and Exact Sciences, São Paulo State University (UNESP), São José do Rio Preto, SP 15054-000, Brazil.ORCID https://orcid.org/0000-0002-6102-3375
Antonio B OliveiraCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.ORCID https://orcid.org/0000-0003-1955-3556
Peter G WolynesCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.ORCID https://orcid.org/0000-0001-7975-9287
Diego U FerreiroInstituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales, C1428EGA Buenos Aires, Argentina.ORCID https://orcid.org/0000-0002-7869-4247
Vitor B P LeiteDepartment of Physics, Institute of Biosciences, Humanities and Exact Sciences, São Paulo State University (UNESP), São José do Rio Preto, SP 15054-000, Brazil.ORCID https://orcid.org/0000-0003-0008-9079

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ankyrin (ANK) repeat proteins are coded by tandem occurrences of patterns with around 33 amino acids. They often mediate protein-protein interactions in a diversity of biological systems. These proteins have an elongated non-globular shape and often display complex folding mechanisms. This work investigates the energy landscape of representative proteins of this class made up of 3, 4 and 6 ANK repeats using the energy-landscape visualisation method (ELViM). By combining biased and unbiased coarse-grained molecular dynamics AWSEM simulations that sample conformations along the folding trajectories with the ELViM structure-based phase space, one finds a three-dimensional representation of the globally funnelled energy surface. In this representation, it is possible to delineate distinct folding pathways. We show that ELViMs can project, in a natural way, the intricacies of the highly dimensional energy landscapes encoded by the highly symmetric ankyrin repeat proteins into useful low-dimensional representations. These projections can discriminate between multiplicities of specific parallel folding mechanisms that otherwise can be hidden in oversimplified depictions.

Indexed as

Energy landscape visualisationFolding funnelMolecular dynamicsProtein folding

Identifiers

PMID37529289
PMCPMC10392621

What Socratic 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 Socratic graph.