相关实验视频

Updated: Jul 2, 2025

Droplet Barcoding-Based Single Cell Transcriptomics of Adult Mammalian Tissues

Droplet Barcoding-Based Single Cell Transcriptomics of Adult Mammalian Tissues

Published on: January 10, 2019

可扩展的非参数集群与单细胞RNA-seq数据的统一标记基因选择

Chibuikem Nwizu^1,2, Madeline Hughes³, Michelle L Ramseier^4,5

¹Center for Computational Molecular Biology, Brown University, Providence, RI, USA.

bioRxiv : the preprint server for biology

|February 26, 2024

概括

NCLUSION是一种用于单细胞RNA测序 (scRNA-seq) 分析的新方法,它同时聚类细胞并识别标记基因. 这种方法减少了运行时间,并提高了细胞异质性研究结果的生物学相关性.

科学领域:

计算生物学是一种计算生物学.
基因组学就是基因组学.
生物信息学是一种生物信息学.

背景情况:

单细胞RNA测序 (scRNA-seq) 对于理解细胞异质性至关重要.
目前的集群方法需要手动调整参数,并依赖于潜在的不可靠的微分表达式分析来识别标记.

结论:

NCLUSION为scRNA-seq数据分析提供了一个可靠和高效的工具.
促进假设生成,以了解细胞群中的基因表达变异.
通过综合集群和标记物发现,推进细胞异质性的表征.

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相关概念视频

RNA-seq

RNA-seq

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...