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多年生果树蛋白质基因组图谱:甜樱桃蛋白质组和转录组的空间图谱。

The perennial fruit tree proteogenomics atlas: a spatial map of the sweet cherry proteome and transcriptome.

作者信息

Xanthopoulou Aliki, Moysiadis Theodoros, Bazakos Christos, Karagiannis Evangelos, Karamichali Ioanna, Stamatakis George, Samiotaki Martina, Manioudaki Maria, Michailidis Michail, Madesis Panagiotis, Ganopoulos Ioannis, Molassiotis Athanassios, Tanou Georgia

机构信息

Laboratory of Pomology, Department of Horticulture, Aristotle University of Thessaloniki, Thessaloniki-Thermi, 57001, Greece.

Institute of Plant Breeding and Genetic Resources, ELGO-DIMITRA, Thessaloniki-Thermi, 57001, Greece.

出版信息

Plant J. 2022 Mar;109(5):1319-1336. doi: 10.1111/tpj.15612. Epub 2021 Dec 16.

Abstract

Genome-wide transcriptome analysis provides systems-level insights into plant biology. Due to the limited depth of quantitative proteomics our understanding of gene-protein-complex stoichiometry is largely unknown in plants. Recently, the complexity of the proteome and its cell-/tissue-specific distribution have boosted the research community to the integration of transcriptomics and proteomics landscapes in a proteogenomic approach. Herein, we generated a quantitative proteome and transcriptome abundance atlas of 15 major sweet cherry (Prunus avium L., cv 'Tragana Edessis') tissues represented by 29 247 genes and 7584 proteins. Additionally, 199 984 alternative splicing events, particularly exon skipping and alternative 3' splicing, were identified in 23 383 transcribed regions of the analyzed tissues. Common signatures as well as differences between mRNA and protein quantities, including genes encoding transcription factors and allergens, within and across the different tissues are reported. Using our integrated dataset, we identified key putative regulators of fruit development, notably genes involved in the biosynthesis of anthocyanins and flavonoids. We also provide proteogenomic-based evidence for the involvement of ethylene signaling and pectin degradation in cherry fruit ripening. Moreover, clusters of genes and proteins with similar and different expression and suppression trends across diverse tissues and developmental stages revealed a relatively low RNA abundance-to-protein correlation. The present proteogenomic analysis allows us to identify 17 novel sweet cherry proteins without prior protein-level annotation evidenced in the currently available databases. To facilitate use by the community, we also developed the Sweet Cherry Atlas Database (https://grcherrydb.com/) for viewing and data mining these resources. This work provides new insights into the proteogenomics workflow in plants and a rich knowledge resource for future investigation of gene and protein functions in Prunus species.

摘要

全基因组转录组分析为植物生物学提供了系统层面的见解。由于定量蛋白质组学的深度有限,我们对植物中基因 - 蛋白质 - 复合物化学计量学的理解在很大程度上尚不清楚。最近,蛋白质组的复杂性及其细胞/组织特异性分布促使研究界采用蛋白质基因组学方法整合转录组学和蛋白质组学图谱。在此,我们生成了一个由29247个基因和7584种蛋白质代表的15种主要甜樱桃(Prunus avium L.,品种‘Tragana Edessis’)组织的定量蛋白质组和转录组丰度图谱。此外,在分析组织的23383个转录区域中鉴定出199984个可变剪接事件,特别是外显子跳跃和可变3'剪接。报告了不同组织内部和之间mRNA和蛋白质数量的共同特征以及差异,包括编码转录因子和过敏原的基因。利用我们的整合数据集,我们鉴定出果实发育的关键假定调节因子,特别是参与花青素和类黄酮生物合成的基因。我们还提供了基于蛋白质基因组学的证据,证明乙烯信号传导和果胶降解参与樱桃果实成熟。此外,在不同组织和发育阶段具有相似和不同表达及抑制趋势的基因和蛋白质簇显示出相对较低的RNA丰度与蛋白质相关性。目前的蛋白质基因组分析使我们能够鉴定出17种新的甜樱桃蛋白质,而目前可用数据库中尚无这些蛋白质的蛋白质水平注释证据。为便于社区使用,我们还开发了甜樱桃图谱数据库(https://grcherrydb.com/)用于查看和挖掘这些资源。这项工作为植物蛋白质基因组学工作流程提供了新的见解,并为未来研究李属物种的基因和蛋白质功能提供了丰富的知识资源。

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