模块化设计
预处理器
计算机科学
常量(计算机编程)
RNA序列
核糖核酸
计算生物学
转录组
生物
程序设计语言
基因表达
基因
遗传学
作者
Páll Melsted,A. Sina Booeshaghi,Lauren P. Liu,Fan Gao,Lambda Lu,Kyung Hoi Min,Eduardo da Veiga Beltrame,Kristján Eldjárn Hjörleifsson,Jase Gehring,Lior Pachter
标识
DOI:10.1038/s41587-021-00870-2
摘要
We describe a workflow for preprocessing of single-cell RNA-sequencing data that balances efficiency and accuracy. Our workflow is based on the kallisto and bustools programs, and is near optimal in speed with a constant memory requirement providing scalability for arbitrarily large datasets. The workflow is modular, and we demonstrate its flexibility by showing how it can be used for RNA velocity analyses.
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