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Integration of Proteomics and Transcriptomics Data Sets for the Analysis of a Lymphoma B-Cell Line in the Context of the Chromosome-Centric Human Proteome Project

人类蛋白质组计划 蛋白质组学 蛋白质组 蛋白质基因组学 UniProt公司 生物 计算生物学 图谱 转录组 基因组 基因表达谱 人类基因组 基因 遗传学 基因组学 基因表达 蛋白质表达
作者
Paula Díez,Conrad Droste,Rosa Ma Dégano,María José González‐Muñoz,Nieves Ibarrola,Martín Pérez‐Andrés,Alba Garín-Muga,Víctor Segura,György Markó-Varga,Joshua LaBaer,Alberto Órfão,Fernando J. Corrales,Javier De Las Rivas,Manuel Fuentes
出处
期刊:Journal of Proteome Research [American Chemical Society]
卷期号:14 (9): 3530-3540 被引量:13
标识
DOI:10.1021/acs.jproteome.5b00474
摘要

A comprehensive study of the molecular active landscape of human cells can be undertaken to integrate two different but complementary perspectives: transcriptomics, and proteomics. After the genome era, proteomics has emerged as a powerful tool to simultaneously identify and characterize the compendium of thousands of different proteins active in a cell. Thus, the Chromosome-centric Human Proteome Project (C-HPP) is promoting a full characterization of the human proteome combining high-throughput proteomics with the data derived from genome-wide expression profiling of protein-coding genes. Here we present a full proteomic profiling of a human lymphoma B-cell line (Ramos) performed using a nanoUPLC-LTQ-Orbitrap Velos proteomic platform, combined to an in-depth transcriptomic profiling of the same cell type. Data are available via ProteomeXchange with identifier PXD001933. Integration of the proteomic and transcriptomic data sets revealed a 94% overlap in the proteins identified by both -omics approaches. Moreover, functional enrichment analysis of the proteomic profiles showed an enrichment of several functions directly related to the biological and morphological characteristics of B-cells. In turn, about 30% of all protein-coding genes present in the whole human genome were identified as being expressed by the Ramos cells (stable average of 30% genes along all the chromosomes), revealing the size of the protein expression-set present in one specific human cell type. Additionally, the identification of missing proteins in our data sets has been reported, highlighting the power of the approach. Also, a comparison between neXtProt and UniProt database searches has been performed. In summary, our transcriptomic and proteomic experimental profiling provided a high coverage report of the expressed proteome from a human lymphoma B-cell type with a clear insight into the biological processes that characterized these cells. In this way, we demonstrated the usefulness of combining -omics for a comprehensive characterization of specific biological systems.
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