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Sampling time-dependent artifacts in single-cell genomics studies.

Authors :
Massoni-Badosa R
Iacono G
Moutinho C
Kulis M
Palau N
Marchese D
Rodríguez-Ubreva J
Ballestar E
Rodriguez-Esteban G
Marsal S
Aymerich M
Colomer D
Campo E
Julià A
Martín-Subero JI
Heyn H
Source :
Genome biology [Genome Biol] 2020 May 11; Vol. 21 (1), pp. 112. Date of Electronic Publication: 2020 May 11.
Publication Year :
2020

Abstract

Robust protocols and automation now enable large-scale single-cell RNA and ATAC sequencing experiments and their application on biobank and clinical cohorts. However, technical biases introduced during sample acquisition can hinder solid, reproducible results, and a systematic benchmarking is required before entering large-scale data production. Here, we report the existence and extent of gene expression and chromatin accessibility artifacts introduced during sampling and identify experimental and computational solutions for their prevention.

Details

Language :
English
ISSN :
1474-760X
Volume :
21
Issue :
1
Database :
MEDLINE
Journal :
Genome biology
Publication Type :
Academic Journal
Accession number :
32393363
Full Text :
https://doi.org/10.1186/s13059-020-02032-0