发现利什曼原虫发育过程中mRNA和蛋白水平的相关性:是否存在差异?

Frontiers in Cellular and Infection Microbiology Pub Date : 2022-07-12 eCollection Date: 2022-01-01 DOI:10.3389/fcimb.2022.852902
Leonardo Cortazzo da Silva, Juliana Ide Aoki, Lucile Maria Floeter-Winter
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引用次数: 2

摘要

在利什曼原虫生命周期的各个阶段,已经确定了多种基因和蛋白质的差异表达。分化过程涉及由基因表达调控机制驱动的特定转录和蛋白质组学调整。利什曼原虫缺乏基因特异性转录调控,基因表达调控主要依赖于转录后机制。由于缺乏转录调控,在使用转录组学信息的研究中,对转录量化作为一种可能且有效的蛋白质水平预测的相关性的批评反复出现。高通量技术的出现改善了对不同生物体在不同条件下的基因组、转录组和蛋白质组的分析。然而,确定转录和蛋白质组谱之间的相关性需要艰巨而昂贵的工作,并且在利什曼原虫中仍然是一个挑战。在这篇综述中,我们分析了几种利什曼原虫在两个不同的生命周期阶段的转录组学和蛋白质组学数据:元胞发生和无轴线虫发生(无轴线虫分化)。我们发现,细胞分裂和无丝分裂的mRNA和蛋白水平的相关性分别为60.9%和69.8%;表明大多数mRNA和蛋白水平同时升高或降低。在所分析的基因中,不存在相关性表明转录组学数据应仔细解释为蛋白质表达。我们还讨论了这种缺乏相关性的可能解释和机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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

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-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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