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

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.

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Publication Details

Journal
International Journal of Molecular Sciences
Published
2025-03-24
DOI
https://doi.org/10.3390/ijms26072931
Primary Topic
Atherosclerosis and Cardiovascular Diseases
Type
article
Field-Weighted Citation Impact
0.00

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article

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

María de la Luz Xóchilt Negrete-Rodríguez, Gerardo Acosta‐García, Guillermo Antonio Silva-Martínez, Eloy Conde-Barajas et al.
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International Journal of Molecular Sciences
Atherosclerosis and Cardiovascular Diseases
article

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

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

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.

International Journal of Molecular SciencesVol. 26(7)
Mexican Social Security Institute (MX), Tecnológico Nacional de México (MX), Secretaría de Ciencia Tecnología e Innovación (MX), Technological Institute of Celaya (MX), University of Celaya (MX)
Consejo Nacional de Ciencia y Tecnología
Openalex Percentile: Top 94%
Atherosclerosis and Cardiovascular Diseases
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