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Artículo

Omics data integration facilitates target selection for new antiparasitic drugs against TriTryp infections

Rivara Espasandín, Martin; Palumbo, Miranda Clara; Sosa, EzequielIcon ; Radío, Santiago; Turjanski, AdrianIcon ; Sotelo Silveira, José; Fernández Do Porto, Darío AugustoIcon ; Smircich, Pablo
Fecha de publicación: 06/04/2023
Editorial: Frontiers Media
Revista: Frontiers in Pharmacology
ISSN: 1663-9812
Idioma: Inglés
Tipo de recurso: Artículo publicado
Clasificación temática:
Ciencias de la Información y Bioinformática

Resumen

Introduction: Trypanosoma cruzi, Trypanosoma brucei, and Leishmania spp., commonly referred to as TriTryps, are a group of protozoan parasites that cause important human diseases affecting millions of people belonging to the most vulnerable populations worldwide. Current treatments have limited efficiencies and can cause serious side effects, so there is an urgent need to develop new control strategies. Presently, the identification and prioritization of appropriate targets can be aided by integrative genomic and computational approaches. Methods: In this work, we conducted a genome-wide multidimensional data integration strategy to prioritize drug targets. We included genomic, transcriptomic, metabolic, and protein structural data sources, to delineate candidate proteins with relevant features for target selection in drug development. Results and Discussion: Our final ranked list includes proteins shared by TriTryps and covers a range of biological functions including essential proteins for parasite survival or growth, oxidative stress-related enzymes, virulence factors, and proteins that are exclusive to these parasites. Our strategy found previously described candidates, which validates our approach as well as new proteins that can be attractive targets to consider during the initial steps of drug discovery.
Palabras clave: TRYPANOSOMATIDS , DRUG DISCOVERY , GENOMICS , NEGLECTED DISEASE , TARGET SELECTION
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info:eu-repo/semantics/openAccess Excepto donde se diga explícitamente, este item se publica bajo la siguiente descripción: Creative Commons Attribution 2.5 Unported (CC BY 2.5)
Identificadores
URI: http://hdl.handle.net/11336/248606
DOI: http://dx.doi.org/10.3389/fphar.2023.1136321
URL: https://www.frontiersin.org/journals/pharmacology/articles/10.3389/fphar.2023.11
Colecciones
Articulos (IC)
Articulos de INSTITUTO DE CALCULO
Articulos(IQUIBICEN)
Articulos de INSTITUTO DE QUIMICA BIOLOGICA DE LA FACULTAD DE CS. EXACTAS Y NATURALES
Citación
Rivara Espasandín, Martin; Palumbo, Miranda Clara; Sosa, Ezequiel; Radío, Santiago; Turjanski, Adrian; et al.; Omics data integration facilitates target selection for new antiparasitic drugs against TriTryp infections; Frontiers Media; Frontiers in Pharmacology; 14; 6-4-2023; 1-10
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