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在发育过程中寻找 mRNA 和蛋白质水平之间的相关性:是否存在差异?

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

机构信息

Laboratório de Fisiologia de Tripanossomatídeos, Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo, Sao Paulo, Brazil.

出版信息

Front Cell Infect Microbiol. 2022 Jul 12;12:852902. doi: 10.3389/fcimb.2022.852902. eCollection 2022.

Abstract

Multiple genes and proteins have been identified as differentially expressed in the stages of the  life cycle. The differentiation processes are implicated in specific transcriptional and proteomic adjustments driven by gene expression regulation mechanisms. 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 . In this review, we analyze transcriptomic and proteomic data for several 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.

摘要

多个基因和蛋白质已被鉴定为在生命周期的各个阶段中差异表达。分化过程涉及特定的转录和蛋白质组学调整,由基因表达调控机制驱动。寄生虫缺乏基因特异性转录控制,基因表达调控主要依赖于转录后机制。由于缺乏转录调控,因此在使用转录组信息的研究中,关于转录本定量作为预测蛋白质水平的可能和有效方法的相关性的批评经常出现。高通量技术的出现提高了对不同生物体在几种条件下的基因组、转录组和蛋白质组的分析。然而,定义转录组和蛋白质组谱之间的相关性需要艰苦和昂贵的工作,并且在寄生虫学中仍然是一个挑战。在这篇综述中,我们分析了寄生虫生命周期的两个不同阶段(循环体发生和无鞭毛体发生)的几种寄生虫物种的转录组和蛋白质组数据。我们发现循环体发生和无鞭毛体发生的 mRNA 和蛋白质水平之间的相关性分别为 60.9%和 69.8%;表明大多数 mRNA 和蛋白质水平同时增加或减少。在未呈现相关性的分析基因中,表明转录组数据应谨慎解释为蛋白质表达。我们还讨论了这种缺乏相关性的可能解释和机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f45/9318571/4641bb96a9b7/fcimb-12-852902-g001.jpg

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