Virtual Screening of Leishmania calpain natural inhibitors: Prediction of 21 molecules with suitable phrmacokinetic profiles to drug prototypes

Leishmaniasis affects about one million people globally every year. This vector-born disease, caused by Leishmania protozoa, has two main clinical forms:cutaneous and visceral leishmaniasis. Despite this widespread impact, currenttherapeutic options are limited, highlighting the urgent need for newleishmanicidal compounds. This study employed an in-silico screeningapproach to identify Leishmania spp. calpain natural inhibitors by means of alarge-scale molecular docking. Generating a Leishmania calpain 3D model weidentified crucial binding sites. A total of 187,119 molecules were analyzed, andthe 200 with the most favorable binding energies (-10.1 kcal/mol to -12.3kcal/mol) were selected for further bioavailability assessment, leading to 21virtual screening hits as potential oral antileishmanial drugs. The priordemonstration of anti-leishmanial activity for ligands such as cocsoline,cocsuline, and WIN-64821 validated the virtual screening process. The findingsstill need to be confirmed within experimental biological systems.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-09
DOI
https://doi.org/10.5281/zenodo.15376313
Primary Topic
Research on Leishmaniasis Studies
Type
article
Field-Weighted Citation Impact
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article

Virtual Screening of Leishmania calpain natural inhibitors: Prediction of 21 molecules with suitable phrmacokinetic profiles to drug prototypes

Zenodo (CERN European Organization for Nuclear Research)
Research on Leishmaniasis Studies
article

Virtual Screening of Leishmania calpain natural inhibitors: Prediction of 21 molecules with suitable phrmacokinetic profiles to drug prototypes

article en

Abstract

Leishmaniasis affects about one million people globally every year. This vector-born disease, caused by Leishmania protozoa, has two main clinical forms:cutaneous and visceral leishmaniasis. Despite this widespread impact, currenttherapeutic options are limited, highlighting the urgent need for newleishmanicidal compounds. This study employed an in-silico screeningapproach to identify Leishmania spp. calpain natural inhibitors by means of alarge-scale molecular docking. Generating a Leishmania calpain 3D model weidentified crucial binding sites. A total of 187,119 molecules were analyzed, andthe 200 with the most favorable binding energies (-10.1 kcal/mol to -12.3kcal/mol) were selected for further bioavailability assessment, leading to 21virtual screening hits as potential oral antileishmanial drugs. The priordemonstration of anti-leishmanial activity for ligands such as cocsoline,cocsuline, and WIN-64821 validated the virtual screening process. The findingsstill need to be confirmed within experimental biological systems.

Zenodo (CERN European Organization for Nuclear Research)
Serviço Nacional de Aprendizagem Industrial (BR), Instituto Evandro Chagas (BR), Fundação Oswaldo Cruz (BR)
Openalex Percentile: Top 46%
Research on Leishmaniasis Studies
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Virtual Screening of Leishmania calpain natural inhibitors: Prediction of 21 molecules with suitable phrmacokinetic profiles to drug prototypes · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS