TY - JOUR
T1 - GemBS: High throughput processing for DNA methylation data from bisulfite sequencing
AU - Merkel, Angelika
AU - Fernández-Callejo, Marcos
AU - Casals, Eloi
AU - Marco-Sola, Santiago
AU - Schuyler, Ronald
PY - 2019/3/1
Y1 - 2019/3/1
N2 - © The Author(s) 2018. Motivation DNA methylation is essential for normal embryogenesis and development in mammals and can be captured at single base pair resolution by whole genome bisulfite sequencing (WGBS). Current available analysis tools are becoming rapidly outdated as they lack sensible functionality and efficiency to handle large amounts of data now commonly created. Results We developed gemBS, a fast high-throughput bioinformatics pipeline specifically designed for large scale BS-Seq analysis that combines a high performance BS-mapper (GEM3) and a variant caller specifically for BS-Seq data (BScall). gemBS provides genotype information and methylation estimates for all genomic cytosines in different contexts (CpG and non-CpG) and a set of quality reports for comprehensive and reproducible analysis. gemBS is highly modular and can be easily automated, while producing robust and accurate results.
AB - © The Author(s) 2018. Motivation DNA methylation is essential for normal embryogenesis and development in mammals and can be captured at single base pair resolution by whole genome bisulfite sequencing (WGBS). Current available analysis tools are becoming rapidly outdated as they lack sensible functionality and efficiency to handle large amounts of data now commonly created. Results We developed gemBS, a fast high-throughput bioinformatics pipeline specifically designed for large scale BS-Seq analysis that combines a high performance BS-mapper (GEM3) and a variant caller specifically for BS-Seq data (BScall). gemBS provides genotype information and methylation estimates for all genomic cytosines in different contexts (CpG and non-CpG) and a set of quality reports for comprehensive and reproducible analysis. gemBS is highly modular and can be easily automated, while producing robust and accurate results.
KW - Animals
KW - DNA Methylation
KW - High-Throughput Nucleotide Sequencing
KW - Sequence Analysis, DNA
KW - Software
KW - Sulfites
UR - http://www.mendeley.com/research/gembs-high-throughput-processing-dna-methylation-data-bisulfite-sequencing
UR - https://www.scopus.com/pages/publications/85057949282
U2 - 10.1093/bioinformatics/bty690
DO - 10.1093/bioinformatics/bty690
M3 - Article
C2 - 30137223
SN - 1367-4803
VL - 35
SP - 737
EP - 742
JO - Bioinformatics
JF - Bioinformatics
IS - 5
ER -