Back to Search Start Over

Integrative differential expression and gene set enrichment analysis using summary statistics for scRNA-seq studies

Authors :
Ying Ma
Shiquan Sun
Xuequn Shang
Evan T. Keller
Mengjie Chen
Xiang Zhou
Source :
Nature Communications, Vol 11, Iss 1, Pp 1-13 (2020)
Publication Year :
2020
Publisher :
Nature Portfolio, 2020.

Abstract

Differential expression (DE) and gene set enrichment (GSE) analysis tend to be carried out separately. Here, the authors present iDEA (integrative Differential expression and gene set Enrichment Analysis) for the analysis of scRNAseq data which uses a Baysian approach to jointly model DE and GSE for improved power in both tasks.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
11
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.19d63e4d079b409da993da1c785284aa
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-020-15298-6