Evidence mapPaperPMID 40243563Full record

ArticleInternational journal of molecular sciences2025

Virtual Screening and Molecular Dynamics of Cytokine-Drug Complexes for Atherosclerosis Therapy.

María Angélica Rodríguez-Fernández, Fabiola Estefanía Tristán-Flores, Diana Casique-Aguirre, María de la Luz Xochilt Negrete-Rodríguez, Juan Antonio Cervantes-Montelongo, Eloy Conde-Barajas, Gerardo Acosta-García, Guillermo Antonio Silva-Martínez

Abstract read
In one paragraph

Article in International journal of molecular sciences, 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. [Study on the Mechanism by Which Atorvastatin Enhances the Stability of Atherosclerotic Plaques in ApoESichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026
    Article
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

8 authors.

María Angélica Rodríguez-FernándezPosgrado de Ingeniería Bioquímica, Tecnológico Nacional de México/IT de Celaya, Celaya 38010, Guanajuato, Mexico.ORCID 0009-0004-7969-9439
Fabiola Estefanía Tristán-FloresPosgrado de Ingeniería Bioquímica, Tecnológico Nacional de México/IT de Celaya, Celaya 38010, Guanajuato, Mexico.
Diana Casique-AguirreLaboratorio de Citómica del Cáncer Infantil, Centro de Investigación Biomédica de Oriente, Instituto Mexicano del Seguro Social, Delegación Puebla, Puebla 06600, Mexico.ORCID 0000-0001-5580-2551
María de la Luz Xochilt Negrete-RodríguezPosgrado de Ingeniería Bioquímica, Tecnológico Nacional de México/IT de Celaya, Celaya 38010, Guanajuato, Mexico.ORCID 0000-0003-3416-4946
Juan Antonio Cervantes-MontelongoDepartamento de Ingeniería Bioquímica y Ambiental, Tecnológico Nacional de México/IT de Celaya, Celaya 38010, Guanajuato, Mexico.ORCID 0009-0000-1756-2008
Eloy Conde-BarajasPosgrado de Ingeniería Bioquímica, Tecnológico Nacional de México/IT de Celaya, Celaya 38010, Guanajuato, Mexico.ORCID 0000-0002-6098-860X
Gerardo Acosta-GarcíaPosgrado de Ingeniería Bioquímica, Tecnológico Nacional de México/IT de Celaya, Celaya 38010, Guanajuato, Mexico.ORCID 0000-0003-3856-7136
Guillermo Antonio Silva-MartínezPosgrado de Ingeniería Bioquímica, Tecnológico Nacional de México/IT de Celaya, Celaya 38010, Guanajuato, Mexico.ORCID 0000-0001-9039-5541

Funding

Consejo Nacional de Humanidades, Ciencias y Tecnologías 4017487
6 · The paper itself

Abstract

Cardiovascular disease remains the leading global cause of mortality, largely driven by atherosclerosis, a chronic inflammatory condition characterized by lipid accumulation and immune-cell infiltration in arterial walls. Macrophages play a central role by forming foam cells and secreting pro-atherogenic cytokines, such as TNF-α, IFN-γ, and IL-1β, which destabilize atherosclerotic plaques, expanding the lipid core and increasing the risk of thrombosis and ischemia. Despite the significant health burden of subclinical atherosclerosis, few targeted therapies exist. Current treatments, including monoclonal antibodies, are limited by high costs and immunosuppressive side effects, underscoring the urgent need for alternative therapeutic strategies. In this study, we employed in silico drug repositioning to identify multitarget inhibitors against TNF-α, IFN-γ, and IL-1β, leveraging a virtual screening of 2750 FDA-approved drugs followed by molecular dynamics simulations to assess the stability of selected cytokine-ligand complexes. This computational approach provides structural insights into potential inhibitors. Additionally, we highlight nutraceutical options, such as fatty acids (oleic, linoleic and eicosapentaenoic acid), which exhibited strong and stable interactions with key cytokine targets. Our study suggests that these bioactive compounds could serve as effective new therapeutic approaches for atherosclerosis.

Indexed as

AtherosclerosisCytokinesMolecular Dynamics SimulationDrug RepositioningHumansInterferon-gammaInterleukin-1betaMolecular Docking SimulationTumor Necrosis Factor-alphaCytokinesInterferon-gammaInterleukin-1betaTumor Necrosis Factor-alphaatherosclerosiscytokine-targeted therapyfoam cellsmolecular dynamicspro-atherogenic cytokinesvirtual screening

Identifiers

PMID40243563
PMCPMC11988346

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.