my jobs login
Welcome back
Register
WGBS Pipeline Accuracy Evaluation
Home > Analysis Platform > WGBS Pipeline Accuracy Evaluation
Introduction:

Whole genome bisulfite sequencing (WGBS) is considered as the gold standard method for DNA methylation detection. Software developed for process WGBS data emerges in an endless stream. Most of evaluation metrics focus on computing speed and memory consumption, and evaluated with simulated data. The evaluation of process accuracy based on real data is still missing. Here, we put forward benchmark data and reference process as the evaluation metric of new software or pipeline.

This process provides a set of human prostate cancer cell lines (LNCa, PrEC) data sets that detected with WGBS (n = 9, Illumina HiSeq 2500) and methylation chips (n = 4, Infinium MethylationEPIC). The original data files are downloaded from NCBI-SRA/GEO (SRP089722, GSE86833), which covering more than 700,000 CpG sites (hg19/GRCh37). Through comparing the results of the user-customized WGBS analysis pipeline with the reference pipeline from original publication, the correlation analysis is performed. The correlation coefficient indicates accuracy of new software or pipeline.


Address: 800 Dong Chuan RD. Minhang District, Shanghai, China SJTU-Yale Joint Center for Biostatistics, SJTU   

Copyright © 2021 沪交ICP备20190249. All Rights Reserved