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Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective

Leishmania infantum, causative agent of visceral leishmaniasis in humans, illustrates a complex lifecycle pertaining to two extreme environments, namely, the gut of the sandfly vector and human macrophages. Leishmania is capable of dynamically adapting and tactically switching between these critical...

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Autores principales: Subramanian, Abhishek, Jhawar, Jitesh, Sarkar, Ram Rup
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4569355/
https://www.ncbi.nlm.nih.gov/pubmed/26367006
http://dx.doi.org/10.1371/journal.pone.0137976
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author Subramanian, Abhishek
Jhawar, Jitesh
Sarkar, Ram Rup
author_facet Subramanian, Abhishek
Jhawar, Jitesh
Sarkar, Ram Rup
author_sort Subramanian, Abhishek
collection PubMed
description Leishmania infantum, causative agent of visceral leishmaniasis in humans, illustrates a complex lifecycle pertaining to two extreme environments, namely, the gut of the sandfly vector and human macrophages. Leishmania is capable of dynamically adapting and tactically switching between these critically hostile situations. The possible metabolic routes ventured by the parasite to achieve this exceptional adaptation to its varying environments are still poorly understood. In this study, we present an extensively reconstructed energy metabolism network of Leishmania infantum as an attempt to identify certain strategic metabolic routes preferred by the parasite to optimize its survival in such dynamic environments. The reconstructed network consists of 142 genes encoding for enzymes performing 237 reactions distributed across five distinct model compartments. We annotated the subcellular locations of different enzymes and their reactions on the basis of strong literature evidence and sequence-based detection of cellular localization signal within a protein sequence. To explore the diverse features of parasite metabolism the metabolic network was implemented and analyzed as a constraint-based model. Using a systems-based approach, we also put forth an extensive set of lethal reaction knockouts; some of which were validated using published data on Leishmania species. Performing a robustness analysis, the model was rigorously validated and tested for the secretion of overflow metabolites specific to Leishmania under varying extracellular oxygen uptake rate. Further, the fate of important non-essential amino acids in L. infantum metabolism was investigated. Stage-specific scenarios of L. infantum energy metabolism were incorporated in the model and key metabolic differences were outlined. Analysis of the model revealed the essentiality of glucose uptake, succinate fermentation, glutamate biosynthesis and an active TCA cycle as driving forces for parasite energy metabolism and its optimal growth. Finally, through our in silico knockout analysis, we could identify possible therapeutic targets that provide experimentally testable hypotheses.
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spelling pubmed-45693552015-09-18 Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective Subramanian, Abhishek Jhawar, Jitesh Sarkar, Ram Rup PLoS One Research Article Leishmania infantum, causative agent of visceral leishmaniasis in humans, illustrates a complex lifecycle pertaining to two extreme environments, namely, the gut of the sandfly vector and human macrophages. Leishmania is capable of dynamically adapting and tactically switching between these critically hostile situations. The possible metabolic routes ventured by the parasite to achieve this exceptional adaptation to its varying environments are still poorly understood. In this study, we present an extensively reconstructed energy metabolism network of Leishmania infantum as an attempt to identify certain strategic metabolic routes preferred by the parasite to optimize its survival in such dynamic environments. The reconstructed network consists of 142 genes encoding for enzymes performing 237 reactions distributed across five distinct model compartments. We annotated the subcellular locations of different enzymes and their reactions on the basis of strong literature evidence and sequence-based detection of cellular localization signal within a protein sequence. To explore the diverse features of parasite metabolism the metabolic network was implemented and analyzed as a constraint-based model. Using a systems-based approach, we also put forth an extensive set of lethal reaction knockouts; some of which were validated using published data on Leishmania species. Performing a robustness analysis, the model was rigorously validated and tested for the secretion of overflow metabolites specific to Leishmania under varying extracellular oxygen uptake rate. Further, the fate of important non-essential amino acids in L. infantum metabolism was investigated. Stage-specific scenarios of L. infantum energy metabolism were incorporated in the model and key metabolic differences were outlined. Analysis of the model revealed the essentiality of glucose uptake, succinate fermentation, glutamate biosynthesis and an active TCA cycle as driving forces for parasite energy metabolism and its optimal growth. Finally, through our in silico knockout analysis, we could identify possible therapeutic targets that provide experimentally testable hypotheses. Public Library of Science 2015-09-14 /pmc/articles/PMC4569355/ /pubmed/26367006 http://dx.doi.org/10.1371/journal.pone.0137976 Text en © 2015 Subramanian et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Subramanian, Abhishek
Jhawar, Jitesh
Sarkar, Ram Rup
Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective
title Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective
title_full Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective
title_fullStr Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective
title_full_unstemmed Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective
title_short Dissecting Leishmania infantum Energy Metabolism - A Systems Perspective
title_sort dissecting leishmania infantum energy metabolism - a systems perspective
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4569355/
https://www.ncbi.nlm.nih.gov/pubmed/26367006
http://dx.doi.org/10.1371/journal.pone.0137976
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