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.

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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

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article

dna2bit: high performance genomic distance estimation software for microbial genome analysis

J. Li, Jin Li, Zhichao Wang, Yuxin Tian
1 citations
Frontiers in Microbiology
Genomics and Phylogenetic Studies
0.23
article

dna2bit: high performance genomic distance estimation software for microbial genome analysis

J. Li, Jin Li, Zhichao Wang, Yuxin Tian
article en
1 citations

Abstract

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.

Frontiers in MicrobiologyVol. 15
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Fudan University (CN), State Key Laboratory of Genetic Engineering
National Natural Science Foundation of China, Fudan University
Openalex Percentile: Top 40%
Genomics and Phylogenetic Studies
0.23
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dna2bit: high performance genomic distance estimation software for microbial genome analysis — J. Li, Jin Li, et al. · Frontiers in Microbiology (2024) | TGRS Research Map | TGRS