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Metabuli:通过联合分析氨基酸和 DNA 进行敏感和特异的宏基因组分类。

Metabuli: sensitive and specific metagenomic classification via joint analysis of amino acid and DNA.

机构信息

Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, Republic of Korea.

School of Biological Sciences, Seoul National University, Seoul, Republic of Korea.

出版信息

Nat Methods. 2024 Jun;21(6):971-973. doi: 10.1038/s41592-024-02273-y. Epub 2024 May 20.

Abstract

Metagenomic taxonomic classifiers analyze either DNA or amino acid (AA) sequences. Metabuli ( https://metabuli.steineggerlab.com ), however, jointly analyzes both DNA and AA to leverage AA conservation for sensitive homology detection and DNA mutations for specific differentiation of closely related taxa. In the Critical Assessment of Metagenome Interpretation 2 plant-associated dataset, Metabuli covered 99% and 98% of classifications of state-of-the-art DNA- and AA-based classifiers, respectively.

摘要

宏基因组分类器分析 DNA 或氨基酸 (AA) 序列。然而,Metabuli(https://metabuli.steineggerlab.com)联合分析 DNA 和 AA,利用 AA 的保守性进行敏感的同源性检测,利用 DNA 突变进行密切相关分类群的特异性区分。在宏基因组解释的关键评估 2 号植物相关数据集,Metabuli 分别覆盖了最先进的基于 DNA 和 AA 的分类器的 99%和 98%的分类。

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