Use of Scater for QC in scRNA-seq: How to remove cells with less than certain number of genes supported with certain number of reads
0
0
Entering edit mode
otieno43 • 0
@aa5bab85
Last seen 2.4 years ago
United States

Hello guys,

I am trying to analyze 10X scRNA-seq data and I am stuck at the QC stage. I have already mapped the reads to to the genome using Cell Ranger and removed EmptyDrops (empty cells) from the count matrix (using EmptyDrops). Now I want to use Scater [library(scater)] to perform an additional QC step below:

I want to keep only non empty cells that contain >= 40 genes and the cells should also contain >=500 total reads.

The instructions on the usage of this tool is only based on genome annotation and how to remove "potential dead cells - signified by high number of mitochondria). But have seen several papers where scater has been used to do something like the one I would want to do.

I do not know how to do this. Some one who can help please.

Thanks, Erick

SingleCellExperiment • 1.2k views
ADD COMMENT
0
Entering edit mode
ADD REPLY

Login before adding your answer.

Traffic: 561 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6