Evidence map›Paper›PMID 40286290›Full record

ArticleBioinformatics (Oxford, England)2025

RabbitSketch: a high-performance sketching library for genome analysis.

Tong Zhang, Zekun Yin, Xiaoming Xu, Lifeng Yan, Fangjin Zhu, Xiaohui Duan, Bertil Schmidt, Weiguo Liu

Abstract read
In one paragraph

Article in Bioinformatics (Oxford, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Tong ZhangSchool of Software, Shandong University, Jinan 250101, China.ORCID 0009-0008-9723-5645
Zekun YinSchool of Software, Shandong University, Jinan 250101, China.
Xiaoming XuSchool of Software, Shandong University, Jinan 250101, China.ORCID 0000-0002-0370-2222
Lifeng YanSchool of Software, Shandong University, Jinan 250101, China.ORCID 0000-0001-9610-1268
Fangjin ZhuSchool of Software, Shandong University, Jinan 250101, China.
Xiaohui DuanSchool of Software, Shandong University, Jinan 250101, China.
Bertil SchmidtInstitute for Computer Science, Johannes Gutenberg University, Mainz 55128, Germany.ORCID 0000-0003-2597-8331
Weiguo LiuSchool of Software, Shandong University, Jinan 250101, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

summaryWe present RabbitSketch, a highly optimized library of sketching algorithms such as MinHash, OrderMinHash, and HyperLogLog that can exploit the power of modern multi-core CPUs. It provides significant speedups compared to existing implementations, ranging from 2.30× to 49.55×, as well as flexible and easy-to-use interfaces for both Python and C++. As a result, the similarity analysis of 455GB genomic data can be completed in only 5 minutes using RabbitSketch with merely 20 lines of Python code. As a case study, we enhanced RabbitTClust by integrating RabbitSketch's Kssd algorithm, resulting in a 1.54× speedup with no loss in accuracy. AVAILABILITY AND IMPLEMENTATION: RabbitSketch is available at https://github.com/RabbitBio/RabbitSketch with an archived version at Zenodo: https://doi.org/10.5281/zenodo.14903962. Detailed API documentation is available at https://rabbitsketch.readthedocs.io/en/latest.

Indexed as

AlgorithmsGenomeGenomicsSoftwareAnimals

Identifiers

PMID40286290
PMCPMC12054975

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.