No retraction, correction or concern found when last checked on Oct 29, 2026.
BUSCO Update: Novel and Streamlined Workflows along with Broader and Deeper Phylogenetic Coverage for Scoring of Eukaryotic, Prokaryotic, and Viral Genomes
Mosè Manni, Matthew R Berkeley, Mathieu Seppey and 2 more
Molecular Biology and Evolution · 2021 · CC BY
Abstract
Methods for evaluating the quality of genomic and metagenomic data are essential to aid genome assembly procedures and to correctly interpret the results of subsequent analyses. BUSCO estimates the completeness and redundancy of processed genomic data based on universal single-copy orthologs. Here, we present new functionalities and major improvements of the BUSCO software, as well as the renewal and expansion of the underlying data sets in sync with the OrthoDB v10 release. Among the major novelties, BUSCO now enables phylogenetic placement of the input sequence to automatically select the most appropriate BUSCO data set for the assessment, allowing the analysis of metagenome-assembled genomes of unknown origin. A newly introduced genome workflow increases the efficiency and runtimes especially on large eukaryotic genomes. BUSCO is the only tool capable of assessing both eukaryotic and prokaryotic species, and can be applied to various data types, from genome assemblies and metagenomic bins, to transcriptomes and gene sets.
References 23
- 1.
Brister JR, Ako-adjei D, Bao Y, Blinkova O. 2015. NCBI viral genomes resource. Nucleic Acids Res. 43(Database issue):D571–D577.
Not in our library10.1093/nar/gku1207
- 2.
- 3.
Grüning B, Dale R, Sjödin A, Chapman BA, Rowe J, Tomkins-Tinch CH, Valieris R, Köster J, Bioconda Team. 2018. Bioconda: sustainable and comprehensive software distribution for the life sciences. Nat Methods. 15(7):475–476.
Not in our library10.1038/s41592-018-0046-7
- 4.
- 5.
- 6.
- 7.
- 8.
Merkel D. 2014. Docker: lightweight Linux containers for consistent development and deployment. Linux J. 2:2.
Not in our library
- 9.
Mirarab S, Nguyen N, Warnow T. 2011. SEPP: SATé-enabled phylogenetic placement. Kohala Coast (HI): World Scientific. p. 247–258.
Not in our library10.1142/9789814366496_0024
- 10.
Mölder F, Jablonski KP, Letcher B, Hall MB, Tomkins-Tinch CH, Sochat V, Forster J, Lee S, Twardziok SO, Kanitz A, et al2021. Sustainable data analysis with Snakemake. F1000Res. 10:33.
Not in our library10.12688/f1000research.29032.1
- 11.
- 12.
O’Leary NA, Wright MW, Brister JR, Ciufo S, Haddad D, McVeigh R, Rajput B, Robbertse B, Smith-White B, Ako-Adjei D, et al2016. Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation. Nucleic Acids Res. 44(D1):D733–D745.
Not in our library10.1093/nar/gkv1189
- 13.
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 Res. 25(7):1043–1055.
Not in our library10.1101/gr.186072.114
- 14.
Parra G, Bradnam K, Korf I. 2007. CEGMA: a pipeline to accurately annotate core genes in eukaryotic genomes. Bioinformatics23(9):1061–1067.
Not in our library10.1093/bioinformatics/btm071
- 15.
R Core Team. 2020. R: a language and environment for statistical computing. Vienna (Austria): R Foundation for Statistical Computing. Accessed March 22, 2021.
Not in our library
- 16.
- 17.
Simão FA, Waterhouse RM, Ioannidis P, Kriventseva EV, Zdobnov EM. 2015. BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs. Bioinformatics31(19):3210–3212.
Not in our library10.1093/bioinformatics/btv351
- 18.
Stanke M, Diekhans M, Baertsch R, Haussler D. 2008. Using native and syntenically mapped cDNA alignments to improve de novo gene finding. Bioinformatics24(5):637–644.
Not in our library10.1093/bioinformatics/btn013
- 19.
Steinegger M, Söding J. 2017. MMseqs2 enables sensitive protein sequence searching for the analysis of massive data sets. Nat Biotechnol. 35(11):1026–1028.
Not in our library10.1038/nbt.3988
- 20.
- 21.
- 22.
Wickham H. 2009. ggplot2: elegant graphics for data analysis. New York: Springer-Verlag.
Not in our library
- 23.
Cited by papers we hold 22
- Chromosome-level genome assembly of the large carpenter bee Xylocopa dejeanii Lepeletier, 1841 (Hymenoptera: Apidae) · 2025Not checked
- Chromosome-level genome assembly of the vegetable leafminer Liriomyza sativae (Diptera: Agromyzidae) · 2025Not checked
- The genome of a sea spider corroborates a shared Hox cluster motif in arthropods with a reduced posterior tagma · 2025Not checked
- Systematic assessment of long-read RNA-seq methods for transcript identification and quantification · 2024No notice
- OrthoDB and BUSCO update: annotation of orthologs with wider sampling of genomes · 2024No notice
- Update on the proposed minimal standards for the use of genome data for the taxonomy of prokaryotes · 2024No notice
- Rapid expansion and international spread of M1UK in the post-pandemic UK upsurge of Streptococcus pyogenes · 2024No notice
- UniProt: the Universal Protein Knowledgebase in 2025 · 2024No notice
- Quality assessment of gene repertoire annotations with OMArk · 2024No notice
- quarTeT: a telomere-to-telomere toolkit for gap-free genome assembly and centromeric repeat identification · 2023No notice
- Protein-to-genome alignment with miniprot · 2023No notice
- Genomes on a Tree (GoaT): A versatile, scalable search engine for genomic and sequencing project metadata across the eukaryotic tree of life · 2023No notice
- compleasm: a faster and more accurate reimplementation of BUSCO · 2023No notice
- Assembling the perfect bacterial genome using Oxford Nanopore and Illumina sequencing · 2023No notice
- Identification of mobile genetic elements with geNomad · 2023No notice
- Chromosome-Scale Assembly of the Dendrobium nobile Genome Provides Insights Into the Molecular Mechanism of the Biosynthesis of the Medicinal Active Ingredient of Dendrobium · 2022Not checked
- Graph-based pan-genome reveals structural and sequence variations related to agronomic traits and domestication in cucumber · 2022No notice
- Multiomic approaches reveal novel lineage-specific effectors in the potato and tomato early blight pathogen Alternaria solani · 2022Not checked
- Gene losses may contribute to subterranean adaptations in naked mole-rat and blind mole-rat · 2022Not checked
- A chromosome-level genome assembly of the Walking goby (Scartelaos histophorus) · 2022Not checked
and 2 more
Reads
Read by people on this page
None yet.
Checked or read by AI through naulon
None yet.
A person counts once a day per paper. We keep no cookie and no address: a reader is a hash that changes every day. Any month under five reads shows no number.
Are you an author?
Is this your paper?
Claim it to add your note and be paid when agents cite it. Free.