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beiko-lab/ARETE: Citations

An early version of ARETE was used for assembly and feature prediction in the following paper:

Sanderson H, Gray KL, Manuele A, Maguire F, Khan A, Liu C, Navanekere Rudrappa C, Nash JHE, Robertson J, Bessonov K, Oloni M, Alcock BP, Raphenya AR, McAllister TA, Peacock SJ, Raven KE, Gouliouris T, McArthur AG, Brinkman FSL, Fink RC, Zaheer R, Beiko RG. Exploring the mobilome and resistome of Enterococcus faecium in a One Health context across two continents. Microb Genom. 2022 Sep;8(9):mgen000880. doi: 10.1099/mgen.0.000880. PMID: 36129737; PMCID: PMC9676038.

nf-core

Ewels PA, Peltzer A, Fillinger S, Patel H, Alneberg J, Wilm A, Garcia MU, Di Tommaso P, Nahnsen S. The nf-core framework for community-curated bioinformatics pipelines. Nat Biotechnol. 2020 Mar;38(3):276-278. doi: 10.1038/s41587-020-0439-x. PubMed PMID: 32055031.

Nextflow

Di Tommaso P, Chatzou M, Floden EW, Barja PP, Palumbo E, Notredame C. Nextflow enables reproducible computational workflows. Nat Biotechnol. 2017 Apr 11;35(4):316-319. doi: 10.1038/nbt.3820. PubMed PMID: 28398311.

Pipeline tools

  • CheckM

    Parks DH, Imelfort M, Skennerton CT, Hugenholtz P, Tyson GW. 2015. CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes. Genome Research, 25: 1043–1055.

  • DIAMOND

    Buchfink B, Xie C, Huson DH Fast and sensitive protein alignment using DIAMOND. Nat. Methods. 12, 59–60 (2015)

  • FastQC

  • FastP

    Chen S, Zhou Y, Chen Y, Gu J. fastp: an ultra-fast all-in-one FASTQ preprocessor. Bioinformatics. 2018 Sep 1;34(17):i884-i890. doi: 10.1093/bioinformatics/bty560. PubMed PMID: 30423086; PubMed Central PMCID: PMC6129281.

  • FastTree

    Morgan N. Price, Paramvir S. Dehal, Adam P. Arkin, FastTree: Computing Large Minimum Evolution Trees with Profiles instead of a Distance Matrix, Molecular Biology and Evolution, Volume 26, Issue 7, July 2009, Pages 1641–1650, https://doi.org/10.1093/molbev/msp077

  • IQ-TREE2

    Minh BQ, Schmidt HA, Chernomor O, Schrempf D, Woodhams MD, von Haeseler A, Lanfear R. IQ-TREE 2: New Models and Efficient Methods for Phylogenetic Inference in the Genomic Era. Mol Biol Evol. 2020 May 1;37(5):1530-1534. doi: 10.1093/molbev/msaa015. Erratum in: Mol Biol Evol. 2020 Aug 1;37(8):2461. PMID: 32011700; PMCID: PMC7182206.

  • Kraken2

    Wood, D et al., 2019. Improved metagenomic analysis with Kraken 2. Genome Biology volume 20, Article number: 257. doi: 10.1186/s13059-019-1891-0.

  • MOB-SUITE

    Robertson, James, and John H E Nash. “MOB-suite: software tools for clustering, reconstruction and typing of plasmids from draft assemblies.” Microbial genomics vol. 4,8 (2018): e000206. doi:10.1099/mgen.0.000206 Robertson, James et al. “Universal whole-sequence-based plasmid typing and its utility to prediction of host range and epidemiological surveillance.” Microbial genomics vol. 6,10 (2020): mgen000435. doi:10.1099/mgen.0.000435

  • MultiQC

    Ewels P, Magnusson M, Lundin S, Käller M. MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics. 2016 Oct 1;32(19):3047-8. doi: 10.1093/bioinformatics/btw354. Epub 2016 Jun 16. PubMed PMID: 27312411; PubMed Central PMCID: PMC5039924.

  • Bakta

    Schwengers O., Jelonek L., Dieckmann M. A., Beyvers S., Blom J., Goesmann A. (2021). Bakta: rapid and standardized annotation of bacterial genomes via alignment-free sequence identification. Microbial Genomics, 7(11). https://doi.org/10.1099/mgen.0.000685

  • Prokka

    Seemann T. Prokka: rapid prokaryotic genome annotation. Bioinformatics. 2014 Jul 15;30(14):2068-9. doi: 10.1093/bioinformatics/btu153. Epub 2014 Mar 18. PMID: 24642063.

  • QUAST

    Gurevich A, Saveliev V, Vyahhi N, Tesler G. QUAST: quality assessment tool for genome assemblies. Bioinformatics. 2013 Apr 15;29(8):1072-5. doi: 10.1093/bioinformatics/btt086. Epub 2013 Feb 19. PMID: 23422339; PMCID: PMC3624806.

  • RGI

    Alcock et al. 2020. CARD 2020: antibiotic resistome surveillance with the comprehensive antibiotic resistance database. Nucleic Acids Research, Volume 48, Issue D1, Pages D517-525 [PMID 31665441]

  • IntegronFinder

    Néron, Bertrand, Eloi Littner, Matthieu Haudiquet, Amandine Perrin, Jean Cury, and Eduardo P.C. Rocha. 2022. IntegronFinder 2.0: Identification and Analysis of Integrons across Bacteria, with a Focus on Antibiotic Resistance in Klebsiella Microorganisms 10, no. 4: 700. https://doi.org/10.3390/microorganisms10040700

  • Panaroo

    Tonkin-Hill, G., MacAlasdair, N., Ruis, C. et al. Producing polished prokaryotic pangenomes with the Panaroo pipeline. Genome Biol 21, 180 (2020). https://doi.org/10.1186/s13059-020-02090-4

  • PPanGGoLiN

    Gautreau G et al. (2020) PPanGGOLiN: Depicting microbial diversity via a partitioned pangenome graph. PLOS Computational Biology 16(3): e1007732. https://doi.org/10.1371/journal.pcbi.1007732

  • PopPUNK

    Lees JA, Harris SR, Tonkin-Hill G, Gladstone RA, Lo SW, Weiser JN, Corander J, Bentley SD, Croucher NJ. Fast and flexible bacterial genomic epidemiology with PopPUNK. Genome Res. 2019 Feb;29(2):304-316. doi: 10.1101/gr.241455.118. Epub 2019 Jan 24. PMID: 30679308; PMCID: PMC6360808.

  • SKA2

    Harris SR. 2018. SKA: Split Kmer Analysis Toolkit for Bacterial Genomic Epidemiology. bioRxiv 453142 doi: https://doi.org/10.1101/453142

  • Gubbins

    Croucher N. J., Page A. J., Connor T. R., Delaney A. J., Keane J. A., Bentley S. D., Parkhill J., Harris S.R. "Rapid phylogenetic analysis of large samples of recombinant bacterial whole genome sequences using Gubbins". doi:10.1093/nar/gku1196, Nucleic Acids Research, 2014.

  • Verticall

  • SNP-sites

    Page AJ, Taylor B, Delaney AJ, Soares J, Seemann T, Keane JA, Harris SR. SNP-sites: rapid efficient extraction of SNPs from multi-FASTA alignments. Microb Genom. 2016 Apr 29;2(4):e000056. doi: 10.1099/mgen.0.000056. PMID: 28348851; PMCID: PMC5320690.

  • Unicycler

    Wick RR, Judd LM, Gorrie CL, Holt KE. Unicycler: Resolving bacterial genome assemblies from short and long sequencing reads. PLoS Comput Biol. 2017 Jun 8;13(6):e1005595. doi: 10.1371/journal.pcbi.1005595. PMID: 28594827; PMCID: PMC5481147.

  • IslandPath

    Claire Bertelli, Fiona S L Brinkman, Improved genomic island predictions with IslandPath-DIMOB, Bioinformatics, Volume 34, Issue 13, 01 July 2018, Pages 2161–2167, https://doi.org/10.1093/bioinformatics/bty095

  • PhiSpy

    Sajia Akhter, Ramy K. Aziz, Robert A. Edwards; PhiSpy: a novel algorithm for finding prophages in bacterial genomes that combines similarity- and composition-based strategies. Nucl Acids Res 2012; 40 (16): e126. doi: 10.1093/nar/gks406

  • EvolCCM

    Chaoyue Liu and others, The Community Coevolution Model with Application to the Study of Evolutionary Relationships between Genes Based on Phylogenetic Profiles, Systematic Biology, Volume 72, Issue 3, May 2023, Pages 559–574, https://doi.org/10.1093/sysbio/syac052

  • rSPR

    Christopher Whidden, Norbert Zeh, Robert G. Beiko, Supertrees Based on the Subtree Prune-and-Regraft Distance, Systematic Biology, Volume 63, Issue 4, July 2014, Pages 566–581, https://doi.org/10.1093/sysbio/syu023

Software packaging/containerisation tools

  • BioContainers

    da Veiga Leprevost F, Grüning B, Aflitos SA, Röst HL, Uszkoreit J, Barsnes H, Vaudel M, Moreno P, Gatto L, Weber J, Bai M, Jimenez RC, Sachsenberg T, Pfeuffer J, Alvarez RV, Griss J, Nesvizhskii AI, Perez-Riverol Y. BioContainers: an open-source and community-driven framework for software standardization. Bioinformatics. 2017 Aug 15;33(16):2580-2582. doi: 10.1093/bioinformatics/btx192. PubMed PMID: 28379341; PubMed Central PMCID: PMC5870671.

  • Docker

    Dirk Merkel. 2014. Docker: lightweight Linux containers for consistent development and deployment. Linux J. 2014, 239, Article 2 (March 2014).

  • Singularity

    Kurtzer GM, Sochat V, Bauer MW. Singularity: Scientific containers for mobility of compute. PLoS One. 2017 May 11;12(5):e0177459. doi: 10.1371/journal.pone.0177459. eCollection 2017. PubMed PMID: 28494014; PubMed Central PMCID: PMC5426675.