Evidence map›Paper›PMID 40946135›Full record

ArticleMolecular diversity2026

Structural insights into TLR4 activation by SARS-CoV-2 spike protein: implications for inflammatory response modulation.

Priya Prakasam, Thripthi Nagesh Shenoy, Abdul Ajees Abdul Salam, Syed Ibrahim Basheer Ahamed

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Article in Molecular diversity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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

4 authors.

Priya PrakasamDepartment of Bioinformatics, Pondicherry University, Kalapet, Pondicherry, 605 014, India.
Thripthi Nagesh ShenoyManipal Institute of Applied Physics, Manipal Academy of Higher Education, Manipal, Karnataka, 576 104, India.
Abdul Ajees Abdul SalamManipal Institute of Applied Physics, Manipal Academy of Higher Education, Manipal, Karnataka, 576 104, India. abdul.ajees@manipal.edu.
Syed Ibrahim Basheer AhamedDepartment of Bioinformatics, Pondicherry University, Kalapet, Pondicherry, 605 014, India. ibrahim.bic@pondiuni.edu.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Toll-like receptor 4 (TLR4) in complex with myeloid differentiation factor 2 (MD2) plays a central role in innate immune sensing and inflammatory responses during viral infections. Emerging evidence suggests that viral glycoproteins, including the SARS-CoV-2 spike (S) protein, can aberrantly activate TLR4, contributing to cytokine storms; however, the molecular basis remains unclear. In this study, we investigated the recognition of the SARS-CoV-2 spike protein, in both its monomeric and trimeric forms, by the TLR4/MD2 receptor complex using a comprehensive in silico framework. Protein-protein docking, extended molecular dynamics simulations (500 ns), interaction profiling, principal component analysis, free energy landscape mapping, and binding-affinity calculations were employed. The S1 subunit, particularly the receptor-binding domain (RBD) and N-terminal domain (NTD), emerged as the principal interface for TLR4 and MD2-a novel finding. The spike monomer exhibited stronger and more stable interactions than the trimer, supported by a greater number of hydrogen bonds and salt bridges, lower binding energies, and distinct PCA/energy landscape features. Two N-linked glycosylation sites in the monomer were positioned proximal to the MD2 binding pocket, compared to one in the trimer, suggesting a possible role in modulating receptor activation. Several hotspot residues were also identified as potential therapeutic targets. Collectively, these findings support a model in which the SARS-CoV-2 spike protein engages TLR4/MD2 through domain-specific interactions that may modulate innate immune signalling.

Indexed as

SARS-CoV-2Spike Glycoprotein, CoronavirusToll-Like Receptor 4Binding SitesCOVID-19HumansInflammationLymphocyte Antigen 96Molecular Docking SimulationMolecular Dynamics SimulationProtein BindingLY96 protein, humanLymphocyte Antigen 96Spike Glycoprotein, Coronavirusspike protein, SARS-CoV-2TLR4 protein, humanToll-Like Receptor 4Cytokine stormInnate immunityMolecular docking and dynamics simulationsN-terminal domain (NTD)Receptor-binding domain (RBD)SARS-CoV-2Spike proteinToll-like receptor 4 (TLR4)

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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.