A Proteogenomic Pipeline for the Analysis of Protein Biosynthesis Errors in the Human Pathogen Candida albicans.

IF 6.1 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Molecular & Cellular Proteomics Pub Date : 2024-09-01 Epub Date: 2024-07-22 DOI:10.1016/j.mcpro.2024.100818
Inês Correia, Carla Oliveira, Andreia Reis, Ana Rita Guimarães, Susana Aveiro, Pedro Domingues, Ana Rita Bezerra, Rui Vitorino, Gabriela Moura, Manuel A S Santos
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引用次数: 0

Abstract

Candida albicans is a diploid pathogen known for its ability to live as a commensal fungus in healthy individuals but causing both superficial infections and disseminated candidiasis in immunocompromised patients where it is associated with high morbidity and mortality. Its success in colonizing the human host is attributed to a wide range of virulence traits that modulate interactions between the host and the pathogen, such as optimal growth rate at 37 °C, the ability to switch between yeast and hyphal forms, and a remarkable genomic and phenotypic plasticity. A fascinating aspect of its biology is a prominent heterogeneous proteome that arises from frequent genomic rearrangements, high allelic variation, and high levels of amino acid misincorporations in proteins. This leads to increased morphological and physiological phenotypic diversity of high adaptive potential, but the scope of such protein mistranslation is poorly understood due to technical difficulties in detecting and quantifying amino acid misincorporation events in complex protein samples. We have developed and optimized mass spectrometry and bioinformatics pipelines capable of identifying rare amino acid misincorporation events at the proteome level. We have also analyzed the proteomic profile of an engineered C. albicans strain that exhibits high level of leucine misincorporation at protein CUG sites and employed an in vivo quantitative gain-of-function fluorescence reporter system to validate our LC-MS/MS data. C. albicans misincorporates amino acids above the background level at protein sites of diverse codons, particularly at CUG, confirming our previous data on the quantification of leucine incorporation at single CUG sites of recombinant reporter proteins, but increasing misincorporation of Leucine at these sites does not alter the translational fidelity of the other codons. These findings indicate that the C. albicans statistical proteome exceeds prior estimates, suggesting that its highly plastic phenome may also be modulated by environmental factors due to translational ambiguity.

用于分析人类病原体白色念珠菌蛋白质生物合成错误的蛋白质基因组学管道。
白色念珠菌是一种二倍体病原体,在健康人体内能作为共生真菌生存,但在免疫力低下的病人体内会引起表皮感染和播散性念珠菌病,发病率和死亡率都很高。它之所以能成功地在人类宿主中定植,是因为它具有多种毒力特征,能调节宿主与病原体之间的相互作用,如在 37 ºC 温度下的最佳生长速度、在酵母和菌茎形态之间切换的能力以及显著的基因组和表型可塑性。其生物学特性的一个迷人之处是,由于基因组的频繁重排、等位基因的高度变异以及蛋白质中氨基酸的高水平错配,其蛋白质组具有显著的异质性。这导致了具有高适应潜力的形态和生理表型多样性的增加,但由于在复杂蛋白质样本中检测和量化氨基酸错配事件存在技术困难,人们对这种蛋白质错配的范围知之甚少。我们开发并优化了质谱分析和生物信息学管道,它们能够在蛋白质组水平上识别罕见的氨基酸错键事件。我们还分析了在蛋白质 CUG 位点表现出高水平亮氨酸错结合的白僵菌工程菌株的蛋白质组概况,并采用了体内定量功能增益荧光报告系统来验证我们的 LC-MS/MS 数据。白僵菌在不同密码子的蛋白质位点,特别是在 CUG 位点上的氨基酸错结合率高于背景水平,这证实了我们之前在重组报告蛋白的单个 CUG 位点上的亮氨酸定量结合数据,但在这些位点上增加亮氨酸的错结合率并不会改变其他密码子的翻译保真度。这些研究结果表明,白僵菌的统计蛋白质组超出了先前的估计,表明其高度可塑性的表型也可能因翻译模糊性而受环境因素的调节。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular & Cellular Proteomics
Molecular & Cellular Proteomics 生物-生化研究方法
CiteScore
11.50
自引率
4.30%
发文量
131
审稿时长
84 days
期刊介绍: The mission of MCP is to foster the development and applications of proteomics in both basic and translational research. MCP will publish manuscripts that report significant new biological or clinical discoveries underpinned by proteomic observations across all kingdoms of life. Manuscripts must define the biological roles played by the proteins investigated or their mechanisms of action. The journal also emphasizes articles that describe innovative new computational methods and technological advancements that will enable future discoveries. Manuscripts describing such approaches do not have to include a solution to a biological problem, but must demonstrate that the technology works as described, is reproducible and is appropriate to uncover yet unknown protein/proteome function or properties using relevant model systems or publicly available data. Scope: -Fundamental studies in biology, including integrative "omics" studies, that provide mechanistic insights -Novel experimental and computational technologies -Proteogenomic data integration and analysis that enable greater understanding of physiology and disease processes -Pathway and network analyses of signaling that focus on the roles of post-translational modifications -Studies of proteome dynamics and quality controls, and their roles in disease -Studies of evolutionary processes effecting proteome dynamics, quality and regulation -Chemical proteomics, including mechanisms of drug action -Proteomics of the immune system and antigen presentation/recognition -Microbiome proteomics, host-microbe and host-pathogen interactions, and their roles in health and disease -Clinical and translational studies of human diseases -Metabolomics to understand functional connections between genes, proteins and phenotypes
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