The promise of single-cell RNA sequencing for kidney disease investigation

被引:61
|
作者
Wu, Haojia [1 ]
Humphreys, Benjamin D. [1 ]
机构
[1] Washington Univ, Sch Med, Dept Med, Div Nephrol, St Louis, MO 63110 USA
关键词
gene expression; single cell; transcription regulation; EMBRYONIC STEM-CELLS; TRANSCRIPTOME ANALYSIS; EXPRESSION ANALYSIS; SEQ; REVEALS; DYNAMICS; GENE; IDENTIFICATION; HETEROGENEITY; DISSECTION;
D O I
10.1016/j.kint.2017.06.033
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Recent techniques for single-cell RNA sequencing (scRNA-seq) at high throughput are leading to profound new discoveries in biology. The ability to generate vast amounts of transcriptomic data at cellular resolution represents a transformative advance, allowing the identification of novel cell types, states, and dynamics. In this review, we summarize the development of scRNA-seq methodologies and highlight their advantages and drawbacks. We discuss available software tools for analyzing scRNA-Seq data and summarize current computational challenges. Finally, we outline ways in which this powerful technology might be applied to discovery research in kidney development and disease.
引用
收藏
页码:1334 / 1342
页数:9
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