BAllC and BAllCools: Efficient Formatting and Operating for Single-Cell DNA Methylation Data

bioRxiv [Preprint]. 2024 May 15:2023.09.22.559047. doi: 10.1101/2023.09.22.559047.

Abstract

Motivation: With 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.

Results: BAllC (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.

Publication types

  • Preprint