Suppr超能文献

phylotypr:一个用于对DNA序列进行分类的R软件包。

phylotypr: an R package for classifying DNA sequences.

作者信息

Schloss Patrick D

机构信息

Department of Microbiology & Immunology, University of Michigan, Ann Arbor, Michigan, USA.

出版信息

Microbiol Resour Announc. 2025 Feb 11;14(2):e0114424. doi: 10.1128/mra.01144-24. Epub 2025 Jan 14.

Abstract

The phylotypr R package implements the popular naive Bayesian classification algorithm that is frequently used to classify 16S rRNA and other gene sequences to taxonomic lineages. A companion data package, phylotyprrefdata, also provides numerous versions of taxonomic databases from the Ribosomal Database Project, SILVA, and greengenes.

摘要

phylotypr R软件包实现了常用的朴素贝叶斯分类算法,该算法经常用于将16S rRNA和其他基因序列分类到分类谱系中。配套的数据包phylotyprrefdata还提供了来自核糖体数据库项目、SILVA和绿基因的多个版本的分类数据库。

相似文献

1
phylotypr: an R package for classifying DNA sequences.
Microbiol Resour Announc. 2025 Feb 11;14(2):e0114424. doi: 10.1128/mra.01144-24. Epub 2025 Jan 14.
3
GSR-DB: a manually curated and optimized taxonomical database for 16S rRNA amplicon analysis.
mSystems. 2024 Feb 20;9(2):e0095023. doi: 10.1128/msystems.00950-23. Epub 2024 Jan 8.
6
Research Note: Choice of microbiota database affects data analysis and interpretation in chicken cecal microbiota.
Poult Sci. 2022 Aug;101(8):101971. doi: 10.1016/j.psj.2022.101971. Epub 2022 May 21.
7
Improving Species Level-taxonomic Assignment from 16S rRNA Sequencing Technologies.
Curr Protoc. 2023 Nov;3(11):e930. doi: 10.1002/cpz1.930.
8
16S-ITGDB: An Integrated Database for Improving Species Classification of Prokaryotic 16S Ribosomal RNA Sequences.
Front Bioinform. 2022 Aug 3;2:905489. doi: 10.3389/fbinf.2022.905489. eCollection 2022.
9
TUIT, a BLAST-based tool for taxonomic classification of nucleotide sequences.
Biotechniques. 2014 Feb 1;56(2):78-84. doi: 10.2144/000114135. eCollection 2014.
10
MetaSquare: an integrated metadatabase of 16S rRNA gene amplicon for microbiome taxonomic classification.
Bioinformatics. 2022 May 13;38(10):2930-2931. doi: 10.1093/bioinformatics/btac184.

本文引用的文献

1
Updated RDP taxonomy and RDP Classifier for more accurate taxonomic classification.
Microbiol Resour Announc. 2024 Apr 11;13(4):e0106323. doi: 10.1128/mra.01063-23. Epub 2024 Mar 4.
2
Greengenes2 unifies microbial data in a single reference tree.
Nat Biotechnol. 2024 May;42(5):715-718. doi: 10.1038/s41587-023-01845-1. Epub 2023 Jul 27.
3
microeco: an R package for data mining in microbial community ecology.
FEMS Microbiol Ecol. 2021 Jan 26;97(2). doi: 10.1093/femsec/fiaa255.
5
DADA2: High-resolution sample inference from Illumina amplicon data.
Nat Methods. 2016 Jul;13(7):581-3. doi: 10.1038/nmeth.3869. Epub 2016 May 23.
6
A guide to statistical analysis in microbial ecology: a community-focused, living review of multivariate data analyses.
FEMS Microbiol Ecol. 2014 Dec;90(3):543-50. doi: 10.1111/1574-6941.12437. Epub 2014 Nov 5.
7
The SILVA and "All-species Living Tree Project (LTP)" taxonomic frameworks.
Nucleic Acids Res. 2014 Jan;42(Database issue):D643-8. doi: 10.1093/nar/gkt1209. Epub 2013 Nov 28.
8
phyloseq: an R package for reproducible interactive analysis and graphics of microbiome census data.
PLoS One. 2013 Apr 22;8(4):e61217. doi: 10.1371/journal.pone.0061217. Print 2013.
9
The SILVA ribosomal RNA gene database project: improved data processing and web-based tools.
Nucleic Acids Res. 2013 Jan;41(Database issue):D590-6. doi: 10.1093/nar/gks1219. Epub 2012 Nov 28.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验