Evidence map›Paper›PMID 40007557›Full record

ArticleFrontiers in molecular biosciences2025

Simulations of pH and thermal effects on SARS-CoV-2 spike glycoprotein.

Ziyuan Niu, Georgios Kementzidis, Miriam Rafailovich, Marcia Simon, Evangelos Papadopoulos, Bertal H Aktas, Yuefan Deng

Abstract read
In one paragraph

Article in Frontiers in molecular biosciences, 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

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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

2 citing papers in PubMed.

  1. Article
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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.

Ziyuan NiuDepartment of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, United States.
Georgios KementzidisDepartment of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, United States.
Miriam RafailovichDepartment of Materials Science and Chemical Engineering, Stony Brook University, Stony Brook, NY, United States.
Marcia SimonDepartment of Oral Biology and Pathology, Stony Brook University, Stony Brook, NY, United States.
Evangelos PapadopoulosDivision of Hematology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States.
Bertal H AktasDivision of Hematology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States.
Yuefan DengDepartment of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We performed triplicate and long-time all-atom molecular dynamics simulations to investigate the structures and dynamics of the SARS-CoV-2 spike glycoprotein (S-protein) for a broad range of pH = 1 through 11 and temperatures of 3°C through 75°C. This study elucidates the complex interplay between pH and thermal effects on S-protein structures, with implications for its behavior under diverse conditions, and identifies the RBD as a primary region of the structural deviations. We found: 1) Structural deviations in the S-protein backbone at pH = 1 are 210% greater than those at pH = 7 at 75°C, with most of the deviations appearing in the receptor-binding domain (RBD). Smaller structural changes are observed at pH = 3 and 11. 2) The pH and thermal conditions impact on the protein structures: substantial acidic and basic conditions expand the protein's solvent exposure, while high heat contracts. This effect is primarily pH-driven at extreme acidity and thermo-driven at moderate pH. 3) The Gibbs free energy landscape reveals that pH as the main driver of structural changes. 4) The parametrized methods enable the predictions of the S-protein properties at any reasonable pH and thermal conditions without explicit MD simulations.

Indexed as

AAMDpH solventSARS-CoV-2spike proteinthermal conditions

Identifiers

PMID40007557
PMCPMC11850259

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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.