单细胞 RNA 测序数据质量控制和下游分析实用手册。

IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecules and Cells Pub Date : 2024-07-31 DOI:10.1016/j.mocell.2024.100103
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引用次数: 0

摘要

单细胞分析技术的进步促进了对单个细胞转录组的高分辨率观察。然而,获得高质量细胞和数据分析管道的标准仍然各不相同。在此,我们将为提高单细胞分析的质量奠定基础,为选择高质量细胞和整个分析过程中的注意事项提供指导。这篇综述将简化研究人员获得单细胞分析的过程,并为分析提供有价值的指导。
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A practical handbook on single-cell RNA sequencing data quality control and downstream analysis

Advancements in single-cell analysis have facilitated high-resolution observation of the transcriptome in individual cells. However, standards for obtaining high-quality cells and data analysis pipelines remain variable. Here, we provide the groundwork for improving the quality of single-cell analysis by delineating guidelines for selecting high-quality cells and considerations throughout the analysis. This review will streamline researchers' access to single-cell analysis and serve as a valuable guide for analysis.

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来源期刊
Molecules and Cells
Molecules and Cells 生物-生化与分子生物学
CiteScore
6.60
自引率
10.50%
发文量
83
审稿时长
2.3 months
期刊介绍: Molecules and Cells is an international on-line open-access journal devoted to the advancement and dissemination of fundamental knowledge in molecular and cellular biology. It was launched in 1990 and ISO abbreviation is ''Mol. Cells''. Reports on a broad range of topics of general interest to molecular and cell biologists are published. It is published on the last day of each month by the Korean Society for Molecular and Cellular Biology.
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