mHapTools
mHapTools converts bisulfite sequencing (BS-seq) reads into a compact mHap format for storage and analysis of DNA methylation haplotypes (mHaps).
Key Features:
- mHap format: Encodes read-level CpG methylation and reduces BAM file size by 40- to 140-fold while preserving all read-level methylation information.
- Tabix compatibility: Produces Tabix-compatible indexing to enable fast random and region-specific access to mHap files.
- BAM/SAM conversion: Provides a command-line utility to convert BAM/SAM files from various platforms into the mHap format.
- Post-processing: Includes functionality for post-processing tasks specific to DNA methylation data stored in mHap format.
- RRBS database generation: Has been applied to process all publicly available human reduced representation bisulfite sequencing (RRBS) data into an extensive mHap database.
Scientific Applications:
- Methylation haplotype analysis: Enables analysis of DNA methylation haplotypes across individual reads rather than relying on mean CpG methylation.
- Efficient storage of BS-seq datasets: Compresses and stores large-scale bisulfite sequencing read-level methylation information for downstream analysis.
- Region-specific querying: Supports rapid retrieval of methylation data for specific genomic regions via Tabix-indexed mHap files.
- Large-scale RRBS studies and comparative epigenomics: Facilitates population-scale analyses using the comprehensive human RRBS mHap database.
Methodology:
Converts BAM/SAM BS-seq reads into the mHap format, compresses read-level CpG methylation representation (40- to 140-fold BAM size reduction), produces Tabix-compatible indexing for random access, and supports post-processing of mHap files; applied to process public human RRBS data into an mHap database.
Topics
Details
- License:
- MIT
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Operating Systems:
- Linux
- Programming Languages:
- C, C++, Perl, Shell, Other
- Added:
- 11/6/2021
- Last Updated:
- 11/6/2021
Operations
Publications
Zhang Z, Dan Y, Xu Y, Zhang J, Zheng X, Shi J. The DNA methylation haplotype (mHap) format and mHapTools. Bioinformatics. 2021;37(24):4892-4894. doi:10.1093/bioinformatics/btab458. PMID:34179956.
PMID: 34179956
Funding: - Shanghai Pujiang Program: 20PJ1414700
- National Natural Science Foundation of China: 61972257