Evidence map›Paper›PMID 41462502›Full record

ArticleScientific reports2025

Integrative in vitro and in silico evaluation of HSP60-derived peptides as immunomodulators of the TLR4/MD-2 complex.

Rafael Gustavo Vila-Casahonda, Jorge Lozano-Aponte, Jorge Alberto Fragoso-Medina, Joaquín Alejandro Zúñiga-Ramos, Noemí García, Carlos Enrique Guerrero-Beltrán

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

6 authors.

Rafael Gustavo Vila-Casahonda *Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Mexico.
Jorge Lozano-Aponte *Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Puebla, Mexico.
Jorge Alberto Fragoso-MedinaTecnologico de Monterrey, Institute for Obesity Research, Monterrey, Mexico.
Joaquín Alejandro Zúñiga-RamosTecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Mexico.
Noemí GarcíaTecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Mexico.
Carlos Enrique Guerrero-BeltránTecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Mexico. EnriqueGuerrero@tec.mx.ORCID 0000-0002-5001-0093

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the activity of HSP60-derived peptides on the human and murine TLR4/MD-2 complex, combining in vitro and in silico strategies. TLR4/MD-2 is crucial for recognizing lipopolysaccharide (LPS) and initiating innate immune activation. Although this complex is structurally conserved across species, species-specific interactions were identified that influence peptide-induced activity. Six 15-amino-acid-long peptides were tested in human and mouse endothelial cells. Based on its bioactivity, three different biological patterns were observed: TLR4 overexpression, cytokine production, or no effect. Molecular docking revealed that peptide binding energy alone did not predict bioactivity. Instead, TLR4/MD-2 species-specific interactions played a key role. In mice, peptides 4 and 5 engaged residues associated with LPS activation. Peptide orientation, stable conformation, and acidic residue positioning influenced activation potential. This study highlights the relevance of using multi-conformational docking to uncover subtle but critical interaction patterns. These findings emphasize the need for species-specific analysis in peptide immunotherapy development.

Indexed as

Chaperonin 60Lymphocyte Antigen 96PeptidesToll-Like Receptor 4AnimalsComputer SimulationHumansLipopolysaccharidesMiceMolecular Docking SimulationProtein BindingChaperonin 60LipopolysaccharidesLymphocyte Antigen 96PeptidesTLR4 protein, humanToll-Like Receptor 4Heat shock proteinsImmunomodulationMolecular dockingPeptidesTherapy.Toll-like receptor

Identifiers

PMID41462502
PMCPMC12749055

What OpenQuestion holds

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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.