BioinformaticsBioinformaticsPeer-reviewed journal article
BAllC and BAllCools: Efficient Formatting and Operating for Single-Cell DNA Methylation Data
Wei TianiD, Wubin DingiD, Jiawei SheniD, Daofeng LiiD, Ting WangiD, Joseph R. EckeriD
Abstract
MotivationWith single-cell DNA methylation studies yielding vast datasets, existing data formats struggle with the unique challenges of storage and efficient operations, highlighting a need for improved solutions. ResultsBAllC (Binary All Cytosines) emerges as a tailored binary format for methylation data, addressing these challenges. BAllCools, its complementary software toolkit, enhances parsing, indexing, and querying capabilities, promising superior operational speeds and reduced storage needs. Availabilityhttps://github.com/jksr/ballcools Contactecker@salk.edu Supplementary informationSupplementary data are available at Bioinformatics online.
- assay: DNA methylation
- research focus: database / resource
- research focus: software / tool
- approach: experimental assay
- Citations
- 2
- FWCI
- 0.14
- Field percentile
- 37th percentile
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- DNA Methylation (DM) data format and DMtools for efficient DNA methylation data storage and analysis
Qiangwei Zhou, Cong Zhou, … Guoliang Li·bioRxiv·Nov 27, 2023
- SINBAD: a flexible tool for single cell DNA methylation data
Yasin Uzun, Wenbao Yu, … Kai Tan·bioRxiv·Oct 23, 2021
- Analyzing single-cell bisulfite sequencing data with MethSCAn
Lukas P. M. Kremer, Martina Maria Braun, … Simon Anders·Nature MethodsPeer-reviewed·Jul 31, 2024
- Scalable and efficient single-cell DNA methylation sequencing by combinatorial indexing.
Ryan M. Mulqueen, Dmitry Pokholok, … Andrew Adey·Nature BiotechnologyPeer-reviewed·Apr 9, 2018
- ModSeqR: An R package for efficient analysis of modified nucleotide data
Hailey E. Zimmerman, Jordan Moore, … Jonathon T. Hill·BMC GenomicsPeer-reviewed·Feb 22, 2026
- Efficiently Quantifying DNA Methylation for Bulk- and Single-cell Bisulfite Data
Jonas Fischer, Marcel H. Schulz·BioinformaticsPeer-reviewed·Jun 1, 2023