Evidence map›Paper›PMID 39977319›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Evolutionary rewiring of the dynamic network underpinning allosteric epistasis in NS1 of the influenza A virus.

James E Gonzales, Iktae Kim, Abhishek Bastiray, Wonmuk Hwang, Jae-Hyun Cho

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. 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

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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. Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

James E Gonzales *Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843.ORCID 0009-0009-7696-7561
Iktae Kim *Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843.ORCID 0000-0003-2197-3605
Abhishek BastirayDepartment of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843.ORCID 0009-0007-1064-8723
Wonmuk HwangDepartment of Biomedical Engineering, Texas A&M University, College Station, TX 77843.ORCID 0000-0001-7514-3186
Jae-Hyun ChoDepartment of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843.ORCID 0000-0002-6190-6151

Funding

NMR User Program at NMRFAMR24GM141526 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI Katherine Anne Henzler-Wildman · 2021 to 2026
$6.4M
Structure and functional dynamics of virus-host protein interactionsR01GM127723 · NIGMS · TEXAS A&M AGRILIFE RESEARCH · PI CHO, JAE HYUN · 2018 to 2022
$1.9M
Mechanistic bases of strain-specific virus-host interactionsR35GM152007 · NIGMS · TEXAS A&M AGRILIFE RESEARCH · PI Jae Hyun Cho · 2024 to 2026
$1.1M
HHS | NIH | National Institute of General Medical Sciences (NIGMS) R01GM127723HHS | NIH | National Institute of General Medical Sciences (NIGMS) R35GM152007NIGMS NIH HHS R01 GM127723NIGMS NIH HHS R24 GM141526NIGMS NIH HHS R35 GM152007Welch Foundation (The Welch Foundation) A-2028-20230405
6 · The paper itself

Abstract

Viral proteins frequently mutate to evade host innate immune responses, yet the impact of these mutations on the molecular energy landscape remains unclear. Epistasis, the intramolecular communications between mutations, often renders the combined mutational effects unpredictable. Nonstructural protein 1 (NS1) is a major virulence factor of the influenza A virus (IAV) that activates host PI3K by binding to its p85β subunit. Here, we present a deep analysis of the impact of evolutionary mutations in NS1 that emerged between the 1918 pandemic IAV strain and its descendant PR8 strain. Our analysis reveals how the mutations rewired interresidue communications, which underlie long-range allosteric and epistatic networks in NS1. Our findings show that PR8 NS1 binds to p85β with approximately 10-fold greater affinity than 1918 NS1 due to allosteric mutational effects, which are further tuned by epistasis. NMR chemical shift perturbation and methyl-axis order parameter analyses revealed that the mutations induced long-range structural and dynamic changes in PR8 NS1, relative to 1918 NS1, enhancing its affinity to p85β. Complementary molecular dynamics simulations and graph theory-based network analysis for conformational dynamics on the submicrosecond timescales uncover how these mutations rewire the dynamic network, which underlies the allosteric epistasis. Significantly, we find that conformational dynamics of residues with high betweenness centrality play a crucial role in communications between network communities and are highly conserved across influenza A virus evolution. These findings advance our mechanistic understanding of the allosteric and epistatic communications between distant residues and provide insight into their role in the molecular evolution of NS1.

Indexed as

Epistasis, GeneticEvolution, MolecularInfluenza A virusViral Nonstructural ProteinsAllosteric RegulationHumansInfluenza, HumanMolecular Dynamics SimulationMutationProtein BindingINS1 protein, influenza virusViral Nonstructural Proteinsepistasismolecular evolutionnetwork analysisNMR dynamics

Identifiers

PMID39977319
PMCPMC11873825

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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.