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omicsGMF:用于散装和单细胞蛋白质组学数据的维度减少,批量校正和归算的多种工具

Alexandre Segers1,2, Cristian Castiglione3, Christophe Vanderaa1

  • 1Department of Applied Mathematics, Computer Science and Statistics, Ghent University. Ghent, Belgium.

bioRxiv : the preprint server for biology
|April 8, 2025
PubMed
概括

omicsGMF是一个新的矩阵因子化工具,通过整合归算,批量校正和维度减小来改进蛋白质组学数据分析,以获得更快,更准确的批量和单细胞蛋白质组学结果.

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相关概念视频

Proteomics01:33

Proteomics

A proteome is the entire set of proteins that a cell type produces. We can study proteomes using the knowledge of genomes because genes code for mRNAs, and the mRNAs encode proteins. Although mRNA analysis is a step in the right direction, not all mRNAs are translated into proteins.
Proteomics is the study of proteomes' function. It involves the large-scale systematic study of the proteome to denote the protein complement expressed by a genome. Scientist Mark Wilkins coined the term proteomics...