Evidence map›Paper›PMID 41074798›Full record

ArticleProtein science : a publication of the Protein Society2025

Mapping the energy landscape of a fold-switching protein MAD2.

Ander F Pereira, Vinícius G Contessoto, Leandro Martínez, José N Onuchic

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Mapping the energy landscape of a fold-switching protein MAD2.Protein science : a publication of the Protein Society · 2025
    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.

Ander F PereiraInstitute of Chemistry and Center for Computing in Engineering & Science, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil.ORCID 0000-0001-6844-5610
Vinícius G ContessotoCenter for Theoretical Biological Physics, Rice University, Houston, Texas, USA.ORCID 0000-0002-1891-9563
Leandro MartínezInstitute of Chemistry and Center for Computing in Engineering & Science, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil.
José N OnuchicCenter for Theoretical Biological Physics, Rice University, Houston, Texas, USA.

Funding

Cancer Prevention and Research Institute of TexasFundação de Amparo à Pesquisa do Estado de São Paulo 2013/08293-7Fundação de Amparo à Pesquisa do Estado de São Paulo 2018/24293-0Fundação de Amparo à Pesquisa do Estado de São Paulo 2020/04549-0Fundação de Amparo à Pesquisa do Estado de São Paulo 2023/02071-4National Science Foundation PHY-2019745National Science Foundation PHY-2210291Welch Foundation C-1792
6 · The paper itself

Abstract

The mitotic arrest deficiency 2 (MAD2) exists in inactive and active forms under physiologic conditions. In its active conformation, MAD2 binds to the cell division cycle protein 20 (Cdc20) and prevents the separation of duplicated chromosomes. In the inactive conformation, the C-terminal region of MAD2 covers the binding motif for the Cdc20 target. Here, we investigated the MAD2 activation mechanism using structure-based models (SBMs) simulations, amino acid coevolution, and structural frustration analysis. MAD2 switches between active and inactive conformations while maintaining core stability. Simulations reveal an intermediate state during the transition consistent with recent time-resolved NMR experiments. Coevolution analysis captures native contacts for both states. These native contacts, present in both conformations, compete, driving transitions between different protein states. This competition leads to a frustrated energy landscape. Frustration analysis further shows that highly frustrated residues are present in both conformations, particularly in the fold-switching segments.

Indexed as

Mad2 ProteinsProtein FoldingHumansModels, MolecularMolecular Dynamics SimulationProtein ConformationMad2 Proteinsco‐evolution analysisenergy landscapefolding funnelfold‐switching proteinsfrustrationstructure‐based models

Identifiers

PMID41074798
PMCPMC12514843

What OpenQuestion holds

Textmetadata
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.