ArticlePLoS neglected tropical diseases2020
Genome-scale metabolic models highlight stage-specific differences in essential metabolic pathways in Trypanosoma cruzi.
Article in PLoS neglected tropical diseases, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 17 citations in OpenAlex.
- Trypanosoma cruzi cell atlas as a single-cell resource for understanding parasite population heterogeneity and differentiation.Nature communications · 2026Article
- Glycosomal Phosphoenolpyruvate Carboxykinase CRISPR/Cas9-Deletion and Its Role in Trypanosoma cruzi Metacyclogenesis and Infectivity in Mammalian Host.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026Article
- Cross-species comparisons in a unified medium suggest broadly stable glycosome-linked enzyme levels under nutrient and oxygen variation.Frontiers in parasitology · 2026Article
- From Genome to Function: Metabolism-Wide Models of Lifecycle Stages of Parasites.Methods in molecular biology (Clifton, N.J.) · 2026Article
- Genome-scale knockout simulation and clustering analysis of drug-resistant breast cancer cells reveal drug sensitization targets.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Metallomics: An Essential Tool for the Study of Potential Antiparasitic Metallodrugs.ACS omega · 2024Review
- Small molecule mediators of host-T. cruzi-environment interactions in Chagas disease.PLoS pathogens · 2024Review
- A Data-Driven Approach to Construct a Molecular Map ofVaccines · 2023Article
- Article
- Metabolic Alteration ofPathogens (Basel, Switzerland) · 2022Article
- Metabolic flexibility in Trypanosoma cruzi amastigotes: implications for persistence and drug sensitivity.Current opinion in microbiology · 2021Review
- Tryp-ing Up Metabolism: Role of Metabolic Adaptations in Kinetoplastid Disease Pathogenesis.Infection and immunity · 2021Review
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Authors and funding
6 authors at 3 institutions in 3 countries.
Funding
Abstract
Chagas disease is a neglected tropical disease and a leading cause of heart failure in Latin America caused by a protozoan called Trypanosoma cruzi. This parasite presents a complex multi-stage life cycle. Anti-Chagas drugs currently available are limited to benznidazole and nifurtimox, both with severe side effects. Thus, there is a need for alternative and more efficient drugs. Genome-scale metabolic models (GEMs) can accurately predict metabolic capabilities and aid in drug discovery in metabolic genes. This work developed an extended GEM, hereafter referred to as iIS312, of the published and validated T. cruzi core metabolism model. From iIS312, we then built three stage-specific models through transcriptomics data integration, and showed that epimastigotes present the most active metabolism among the stages (see S1-S4 GEMs). Stage-specific models predicted significant metabolic differences among stages, including variations in flux distribution in core metabolism. Moreover, the gene essentiality predictions suggest potential drug targets, among which some have been previously proven lethal, including glutamate dehydrogenase, glucokinase and hexokinase. To validate the models, we measured the activity of enzymes in the core metabolism of the parasite at different stages, and showed the results were consistent with model predictions. Our results represent a potential step forward towards the improvement of Chagas disease treatment. To our knowledge, these stage-specific models are the first GEMs built for the stages Amastigote and Trypomastigote. This work is also the first to present an in silico GEM comparison among different stages in the T. cruzi life cycle.
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