Evidence map›Paper›PMID 38739795›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

The physical and evolutionary energy landscapes of devolved protein sequences corresponding to pseudogenes.

Hana Jaafari, Carlos Bueno, Nicholas P Schafer, Jonathan Martin, Faruck Morcos, Peter G Wolynes

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Probing the dark energy in the functional protein universe.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  4. Article
  5. Article
  6. The physical and evolutionary energy landscapes of devolved protein sequences corresponding to pseudogenes.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

6 authors.

Hana JaafariCenter for Theoretical Biophysics, Rice University, Houston, TX 77005.ORCID 0009-0003-2917-6798
Carlos BuenoCenter for Theoretical Biophysics, Rice University, Houston, TX 77005.
Nicholas P SchaferCenter for Theoretical Biophysics, Rice University, Houston, TX 77005.
Jonathan MartinDepartment of Biological Sciences, University of Texas at Dallas, Richardson, TX 75080.ORCID 0000-0003-0946-3864
Faruck MorcosDepartment of Biological Sciences, University of Texas at Dallas, Richardson, TX 75080.ORCID 0000-0001-6208-1561
Peter G WolynesCenter for Theoretical Biophysics, Rice University, Houston, TX 77005.ORCID 0000-0001-7975-9287

Funding

Computational Tools to Characterize the Effects of Protein and RNA Variability in Function and InteractionsR35GM133631 · NIGMS · UNIVERSITY OF TEXAS DALLAS · PI Alonso Faruck Morcos · 2019 to 2026
$3.0M
HHS | NIH | National Institute of General Medical Sciences (NIGMS) R35GM133631NIGMS NIH HHS R35 GM133631NSF | BIO | Division of Molecular and Cellular Biosciences (MCB) MCB-1943442NSF | MPS | Division of Physics (PHY) PHY-2019745Welch Foundation (The Welch Foundation) C-0016
6 · The paper itself

Abstract

Protein evolution is guided by structural, functional, and dynamical constraints ensuring organismal viability. Pseudogenes are genomic sequences identified in many eukaryotes that lack translational activity due to sequence degradation and thus over time have undergone "devolution." Previously pseudogenized genes sometimes regain their protein-coding function, suggesting they may still encode robust folding energy landscapes despite multiple mutations. We study both the physical folding landscapes of protein sequences corresponding to human pseudogenes using the Associative Memory, Water Mediated, Structure and Energy Model, and the evolutionary energy landscapes obtained using direct coupling analysis (DCA) on their parent protein families. We found that generally mutations that have occurred in pseudogene sequences have disrupted their native global network of stabilizing residue interactions, making it harder for them to fold if they were translated. In some cases, however, energetic frustration has apparently decreased when the functional constraints were removed. We analyzed this unexpected situation for Cyclophilin A, Profilin-1, and Small Ubiquitin-like Modifier 2 Protein. Our analysis reveals that when such mutations in the pseudogene ultimately stabilize folding, at the same time, they likely alter the pseudogenes' former biological activity, as estimated by DCA. We localize most of these stabilizing mutations generally to normally frustrated regions required for binding to other partners.

Indexed as

Evolution, MolecularProteinsPseudogenesCyclophilin AHumansModels, GeneticMultigene FamilyProtein FoldingSmall Ubiquitin-Related Modifier ProteinsCyclophilin AProteinsSmall Ubiquitin-Related Modifier ProteinsSUMO2 protein, humanenergy landscapes theoryinformation theoryprotein evolutionpseudogenesresurrected genes

Identifiers

PMID38739795
PMCPMC11127006

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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.