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Updated: Jul 2, 2025

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单细胞转录组数据在散装RNA序列解卷过程中的新生成方法

Toui Nishikawa1, Masatoshi Lee2, Masataka Amau3

  • 1Faculty of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8509, Japan. toui.nskw@gmail.com.

Scientific reports
|February 21, 2024
PubMed
概括

一种新方法sc-CMGAN通过生成合成数据来改善大量RNA测序解卷. 这解决了基因表达异质性和有限的单细胞数据,增强了与疾病相关的组织分析.

关键词:
增强 增强是一种增强.大量的RNA序列.解体解体是一种解体.生成性AI是一种人工智能.一个单细胞RNA序列.

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RNA sequencing, or RNA-Seq, is a high-throughput sequencing technology used to study the transcriptome of a cell. Transcriptomics helps to interpret the functional elements of a genome and identify the molecular constituents of an organism. Additionally, it also helps in understanding the development of an organism and the occurrence of diseases. 
Before the discovery of RNA-seq, microarray-based methods and Sanger sequencing were used for transcriptome analysis. However, while...
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