AMRViz enables seamless genomics analysis and visualization of antimicrobial resistance
We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best practice analysis pipeline allowing researchers to perform comprehensive analysis of a collection of samples directly from raw sequencing data with a...
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Published in | BMC bioinformatics Vol. 25; no. 1; p. 193 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
BioMed Central Ltd
16.05.2024
BioMed Central BMC |
Subjects | |
Online Access | Get full text |
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Abstract | We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best practice analysis pipeline allowing researchers to perform comprehensive analysis of a collection of samples directly from raw sequencing data with a single command line. The analysis results in a report showing the genome structure, genome annotations, antibiotic resistance and virulence profile for each sample. The pan-genome of all samples of the collection is analyzed to identify core- and accessory-genes. Phylogenies of the whole genome as well as all gene clusters are also generated. The toolkit provides a web-based visualization dashboard allowing researchers to interactively examine various aspects of the analysis results. Availability: AMRViz is implemented in Python and NodeJS, and is publicly available under open source MIT license at https://github.com/amromics/amrviz . |
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AbstractList | We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best practice analysis pipeline allowing researchers to perform comprehensive analysis of a collection of samples directly from raw sequencing data with a single command line. The analysis results in a report showing the genome structure, genome annotations, antibiotic resistance and virulence profile for each sample. The pan-genome of all samples of the collection is analyzed to identify core- and accessory-genes. Phylogenies of the whole genome as well as all gene clusters are also generated. The toolkit provides a web-based visualization dashboard allowing researchers to interactively examine various aspects of the analysis results. Availability: AMRViz is implemented in Python and NodeJS, and is publicly available under open source MIT license at https://github.com/amromics/amrviz. Abstract We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best practice analysis pipeline allowing researchers to perform comprehensive analysis of a collection of samples directly from raw sequencing data with a single command line. The analysis results in a report showing the genome structure, genome annotations, antibiotic resistance and virulence profile for each sample. The pan-genome of all samples of the collection is analyzed to identify core- and accessory-genes. Phylogenies of the whole genome as well as all gene clusters are also generated. The toolkit provides a web-based visualization dashboard allowing researchers to interactively examine various aspects of the analysis results. Availability: AMRViz is implemented in Python and NodeJS, and is publicly available under open source MIT license at https://github.com/amromics/amrviz . We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best practice analysis pipeline allowing researchers to perform comprehensive analysis of a collection of samples directly from raw sequencing data with a single command line. The analysis results in a report showing the genome structure, genome annotations, antibiotic resistance and virulence profile for each sample. The pan-genome of all samples of the collection is analyzed to identify core- and accessory-genes. Phylogenies of the whole genome as well as all gene clusters are also generated. The toolkit provides a web-based visualization dashboard allowing researchers to interactively examine various aspects of the analysis results. Availability: AMRViz is implemented in Python and NodeJS, and is publicly available under open source MIT license at https://github.com/amromics/amrviz . We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best practice analysis pipeline allowing researchers to perform comprehensive analysis of a collection of samples directly from raw sequencing data with a single command line. The analysis results in a report showing the genome structure, genome annotations, antibiotic resistance and virulence profile for each sample. The pan-genome of all samples of the collection is analyzed to identify core- and accessory-genes. Phylogenies of the whole genome as well as all gene clusters are also generated. The toolkit provides a web-based visualization dashboard allowing researchers to interactively examine various aspects of the analysis results. Availability: AMRViz is implemented in Python and NodeJS, and is publicly available under open source MIT license at Keywords: Microbial genomics, Visualization, Antimicrobial resistance |
ArticleNumber | 193 |
Audience | Academic |
Author | Vo, Nam S Cao, Minh Duc Nguyen, Trang Nguyen, Tam Thi Ho, Tho Huu Le, Duc Quang Nguyen, Hoang Anh Nguyen, Son Hoang Nguyen, Canh Hao |
Author_xml | – sequence: 1 givenname: Duc Quang surname: Le fullname: Le, Duc Quang email: quangld@huce.edu.vn, quangld@huce.edu.vn organization: Faculty of IT, Hanoi University of Civil Engineering, Hanoi, Vietnam. quangld@huce.edu.vn – sequence: 2 givenname: Son Hoang surname: Nguyen fullname: Nguyen, Son Hoang email: dr.sonhoangnguyen@gmail.com organization: AMROMICS JSC, Nghe An, Vietnam. dr.sonhoangnguyen@gmail.com – sequence: 3 givenname: Tam Thi surname: Nguyen fullname: Nguyen, Tam Thi organization: Oxford University Clinical Research Unit, Hanoi, Vietnam – sequence: 4 givenname: Canh Hao surname: Nguyen fullname: Nguyen, Canh Hao organization: Bioinformatics Center, Institute for Chemical Research, Kyoto University, Kyoto, Japan – sequence: 5 givenname: Tho Huu surname: Ho fullname: Ho, Tho Huu organization: Department of Genomics and Cytogenetics, Institute of Biomedicine and Pharmacy, Vietnam Military Medical University, Hanoi, Vietnam – sequence: 6 givenname: Nam S surname: Vo fullname: Vo, Nam S organization: Center for Biomedical Informatics, Vingroup Big Data Institute, Hanoi, Vietnam – sequence: 7 givenname: Trang surname: Nguyen fullname: Nguyen, Trang organization: AMROMICS JSC, Nghe An, Vietnam – sequence: 8 givenname: Hoang Anh surname: Nguyen fullname: Nguyen, Hoang Anh organization: AMROMICS JSC, Nghe An, Vietnam – sequence: 9 givenname: Minh Duc surname: Cao fullname: Cao, Minh Duc email: minhduc.cao@gmail.com organization: AMROMICS JSC, Nghe An, Vietnam. minhduc.cao@gmail.com |
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Cites_doi | 10.1093/nar/gkad1170 10.1371/journal.pntd.0004232 10.1128/mSystems.00190-20 10.1038/nmicrobiol.2017.40 10.1093/bioinformatics/btv421 10.1038/s41587-019-0072-8 10.3389/fpubh.2019.00242 10.1099/mgen.0.000903 10.1093/femsre/fuad030 10.1371/journal.pone.0009490 10.1128/JCM.06094-11 10.1093/bioinformatics/btu153 10.1101/2024.04.02.587817 10.1093/bioinformatics/bty121 10.15252/emmm.201404767 10.1073/pnas.0506758102 10.1128/AAC.02412-14 10.1101/2023.07.03.547471 10.1089/cmb.2012.0021 10.1186/1471-2105-11-595 10.1093/molbev/msaa015 10.1038/s41467-023-36717-4 10.1186/s13059-018-1540-z 10.1186/1471-2105-10-421 10.1371/journal.pcbi.1007134 10.1038/s41598-021-91456-0 |
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Keywords | Visualization Microbial genomics Antimicrobial resistance |
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Snippet | We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best practice... Abstract We have developed AMRViz, a toolkit for analyzing, visualizing, and managing bacterial genomics samples. The toolkit is bundled with the current best... |
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StartPage | 193 |
SubjectTerms | Analysis Annotations Anopheles Anti-Bacterial Agents - pharmacology Antibiotic resistance Antibiotics Antimicrobial resistance Availability Bacteria - drug effects Bacteria - genetics Best practice Bioinformatics Collection management DNA sequencing Drug resistance Drug resistance in microorganisms Drug Resistance, Bacterial - genetics Gene clusters Genes Genetic aspects Genome, Bacterial Genomes Genomic analysis Genomics Genomics - methods Imipenem Metadata Microbial genomics Nucleotide sequencing Phylogeny Proteins Software Toolkits Virulence Visualization |
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Title | AMRViz enables seamless genomics analysis and visualization of antimicrobial resistance |
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