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Fast alignment and preprocessing of chromatin profiles with Chromap.

Authors :
Zhang H
Song L
Wang X
Cheng H
Wang C
Meyer CA
Liu T
Tang M
Aluru S
Yue F
Liu XS
Li H
Source :
Nature communications [Nat Commun] 2021 Nov 12; Vol. 12 (1), pp. 6566. Date of Electronic Publication: 2021 Nov 12.
Publication Year :
2021

Abstract

As sequencing depth of chromatin studies continually grows deeper for sensitive profiling of regulatory elements or chromatin spatial structures, aligning and preprocessing of these sequencing data have become the bottleneck for analysis. Here we present Chromap, an ultrafast method for aligning and preprocessing high throughput chromatin profiles. Chromap is comparable to BWA-MEM and Bowtie2 in alignment accuracy and is over 10 times faster than traditional workflows on bulk ChIP-seq/Hi-C profiles and than 10x Genomics' CellRanger v2.0.0 pipeline on single-cell ATAC-seq profiles.<br /> (© 2021. The Author(s).)

Details

Language :
English
ISSN :
2041-1723
Volume :
12
Issue :
1
Database :
MEDLINE
Journal :
Nature communications
Publication Type :
Academic Journal
Accession number :
34772935
Full Text :
https://doi.org/10.1038/s41467-021-26865-w