PLoS ONEBioinformaticsPeer-reviewed journal article
CAM: A Quality Control Pipeline For MNase-Seq Data
Shengen Shawn HuiD, Xiaolan CheniD, Liao Ji, Yiqing CheniD, Chengchen ZhaoiD, Yong ZhangiD
Abstract
Nucleosome organization affects the accessibility of cis-elements to trans-acting factors. Micrococcal nuclease digestion followed by high-throughput sequencing (MNase-seq) is the most popular technology used to profile nucleosome organization on a genome-wide scale. Evaluating the data quality of MNase-seq data remains challenging, especially in mammalian. There is a strong need for a convenient and comprehensive approach to obtain dedicated quality control (QC) for MNase-seq data analysis. Here we developed CAM, which is a comprehensive QC pipeline for MNase-seq data. The CAM pipeline provides multiple informative QC measurements and nucleosome organization profiles on different potentially functional regions for given MNase-seq data. CAM also includes 268 historical MNase-seq datasets from human and mouse as a reference atlas for unbiased assessment. CAM is freely available at: http://www.tongji.edu.cn/~zhanglab/CAM
- organism: human
- organism: mouse
- assay: ATAC-seq
- research focus: benchmarking
- research focus: variant calling
- research focus: variant effect prediction
- research focus: database / resource
- approach: statistical model
- Citations
- 10
- FWCI
- 0.22
- Field percentile
- top 47%
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