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Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy?

Multiple genes and proteins have been identified as differentially expressed in the stages of the Leishmania life cycle. The differentiation processes are implicated in specific transcriptional and proteomic adjustments driven by gene expression regulation mechanisms. Leishmania parasites lack gene-...

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Autores principales: Cortazzo da Silva, Leonardo, Aoki, Juliana Ide, Floeter-Winter, Lucile Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318571/
https://www.ncbi.nlm.nih.gov/pubmed/35903202
http://dx.doi.org/10.3389/fcimb.2022.852902
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author Cortazzo da Silva, Leonardo
Aoki, Juliana Ide
Floeter-Winter, Lucile Maria
author_facet Cortazzo da Silva, Leonardo
Aoki, Juliana Ide
Floeter-Winter, Lucile Maria
author_sort Cortazzo da Silva, Leonardo
collection PubMed
description Multiple genes and proteins have been identified as differentially expressed in the stages of the Leishmania life cycle. The differentiation processes are implicated in specific transcriptional and proteomic adjustments driven by gene expression regulation mechanisms. Leishmania parasites lack gene-specific transcriptional control, and gene expression regulation mostly depends on posttranscriptional mechanisms. Due to the lack of transcriptional regulation, criticism regarding the relevance of transcript quantification as a possible and efficient prediction of protein levels is recurrent in studies that use transcriptomic information. The advent of high-throughput technologies has improved the analysis of genomes, transcriptomes and proteomes for different organisms under several conditions. Nevertheless, defining the correlation between transcriptional and proteomic profiles requires arduous and expensive work and remains a challenge in Leishmania. In this review, we analyze transcriptomic and proteomic data for several Leishmania species in two different stages of the parasite life cycle: metacyclogenesis and amastigogenesis (amastigote differentiation). We found a correlation between mRNA and protein levels of 60.9% and 69.8% for metacyclogenesis and amastigogenesis, respectively; showing that majority mRNA and protein levels increase or decrease concomitantly. Among the analyzed genes that did not present correlation indicate that transcriptomic data should be carefully interpreted as protein expression. We also discuss possible explanations and mechanisms involved for this lack of correlation.
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spelling pubmed-93185712022-07-27 Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy? Cortazzo da Silva, Leonardo Aoki, Juliana Ide Floeter-Winter, Lucile Maria Front Cell Infect Microbiol Cellular and Infection Microbiology Multiple genes and proteins have been identified as differentially expressed in the stages of the Leishmania life cycle. The differentiation processes are implicated in specific transcriptional and proteomic adjustments driven by gene expression regulation mechanisms. Leishmania parasites lack gene-specific transcriptional control, and gene expression regulation mostly depends on posttranscriptional mechanisms. Due to the lack of transcriptional regulation, criticism regarding the relevance of transcript quantification as a possible and efficient prediction of protein levels is recurrent in studies that use transcriptomic information. The advent of high-throughput technologies has improved the analysis of genomes, transcriptomes and proteomes for different organisms under several conditions. Nevertheless, defining the correlation between transcriptional and proteomic profiles requires arduous and expensive work and remains a challenge in Leishmania. In this review, we analyze transcriptomic and proteomic data for several Leishmania species in two different stages of the parasite life cycle: metacyclogenesis and amastigogenesis (amastigote differentiation). We found a correlation between mRNA and protein levels of 60.9% and 69.8% for metacyclogenesis and amastigogenesis, respectively; showing that majority mRNA and protein levels increase or decrease concomitantly. Among the analyzed genes that did not present correlation indicate that transcriptomic data should be carefully interpreted as protein expression. We also discuss possible explanations and mechanisms involved for this lack of correlation. Frontiers Media S.A. 2022-07-12 /pmc/articles/PMC9318571/ /pubmed/35903202 http://dx.doi.org/10.3389/fcimb.2022.852902 Text en Copyright © 2022 Cortazzo da Silva, Aoki and Floeter-Winter https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cellular and Infection Microbiology
Cortazzo da Silva, Leonardo
Aoki, Juliana Ide
Floeter-Winter, Lucile Maria
Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy?
title Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy?
title_full Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy?
title_fullStr Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy?
title_full_unstemmed Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy?
title_short Finding Correlations Between mRNA and Protein Levels in Leishmania Development: Is There a Discrepancy?
title_sort finding correlations between mrna and protein levels in leishmania development: is there a discrepancy?
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318571/
https://www.ncbi.nlm.nih.gov/pubmed/35903202
http://dx.doi.org/10.3389/fcimb.2022.852902
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