dna2bit: high performance genomic distance estimation software for microbial genome analysis
dna2bit is an ultra-fast software specifically engineered for microbial genome analysis, particularly adept at calculating genome distances within metagenome and single amplified genome datasets. Distinguished from existing software such as Mash and Dashing, dna2bit employs feature hashing technique and Hamming distance to achieve enhanced speed and memory utilization, without sacrifice in the accuracy of average nucleotide identity calculations. dna2bit has promising applications in various domains such as average nucleotide identity approximation, metagenomic sequence clustering, and homology querying. dna2bit significantly boosts computational efficiency in handling large datasets including single amplified genomes, thereby facilitating a better understanding of the population heterogeneity and comparative genomics of microorganisms. dna2bit is available at https://github.com/lijuzeng/dna2bit.
Authors
- J. Li
- Jin Li (ORCID: https://orcid.org/0000-0001-9201-2321)
- Zhichao Wang (ORCID: https://orcid.org/0000-0001-6662-835X)
- Yuxin Tian
Institutions
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Fudan University (CN)
- State Key Laboratory of Genetic Engineering
Publication Details
- Journal
- Frontiers in Microbiology
- Published
- 2024-12-23
- DOI
- https://doi.org/10.3389/fmicb.2024.1521181
- Citations
- 1
- Primary Topic
- Genomics and Phylogenetic Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.23
Funders
- National Natural Science Foundation of China
- Fudan University