Detalle de: INSaFLU-TELEVIR: an open web-based bioinformatics suite for viral metagenomic detection and routine genomic surveillance
| Title | INSaFLU-TELEVIR: an open web-based bioinformatics suite for viral metagenomic detection and routine genomic surveillance |
| Abstract |
Background Implementation of clinical metagenomics and pathogen genomic surveillance can be particularly challenging due to the lack of bioinformatics tools and/or expertise. In order to face this challenge, we have previously developed INSaFLU, a free web-based bioinformatics platform for virus next-generation sequencing data analysis. Here, we considerably expanded its genomic surveillance component and developed a new module (TELEVIR) for metagenomic virus identification. Results The routine genomic surveillance component was strengthened with new workflows and functionalities, including (i) a reference-based genome assembly pipeline for Oxford Nanopore technologies (ONT) data; (ii) automated SARS-CoV-2 lineage classification; (iii) Nextclade analysis; (iv) Nextstrain phylogeographic and temporal analysis (SARS-CoV-2, human and avian influenza, monkeypox, respiratory syncytial virus (RSV A/B), as well as a “generic” build for other viruses); and (v) algn2pheno for screening mutations of interest. Both INSaFLU pipelines for reference-based consensus generation (Illumina and ONT) were benchmarked against commonly used command line bioinformatics workflows for SARS-CoV-2, and an INSaFLU snakemake version was released. In parallel, a new module (TELEVIR) for virus detection was developed, after extensive benchmarking of state-of-the-art metagenomics software and following up-to-date recommendations and practices in the field. TELEVIR allows running complex workflows, covering several combinations of steps (e.g., with/without viral enrichment or host depletion), classification software (e.g., Kaiju, Kraken2, Centrifuge, FastViromeExplorer), and databases (RefSeq viral genome, Virosaurus, etc.), while culminating in user- and diagnosis-oriented reports. Finally, to potentiate real-time virus detection during ONT runs, we developed findONTime , a tool aimed at reducing costs and the time between sample reception and diagnosis. Conclusions The accessibility, versatility, and functionality of INSaFLU-TELEVIR are expected to supply public and animal health laboratories and researchers with a user-oriented and pan-viral bioinformatics framework that promotes a strengthened and timely viral metagenomic detection and routine genomics surveillance. INSaFLU-TELEVIR is compatible with Illumina, Ion Torrent, and ONT data and is freely available at https://insaflu.insa.pt/ (online tool) and https://github.com/INSaFLU (code). |
| Apa Reference | Santos, J.D., Sobral, D., Pinheiro, M., Isidro, J., Bogaardt, C., Pinto, M., Eusébio, R., Santos, A., Mamede, R., Horton, D.L., Gomes, J.P., Bigarré, L., Fernández-Pinero, J., Pais, R.J., Marcacci, M., Moreno, A., Lilja, T., Øines, Ø., Rzeżutka, A., Mathijs, E., Van Borm, S., Rasmussen, M., Spiess, K. & Borges, V. (2024). INSaFLU-TELEVIR: an open web-based bioinformatics suite for viral metagenomic detection and routine genomic surveillance. Genome Medicine, 16(1). 10.1186/s13073-024-01334-3 |
| Doi | 10.1186/s13073-024-01334-3 |
| Publication Date | 25 Apr 2024 |
| Publication Type | Article |
| Researcher | Jovita Fernández Pinero |
| Ontology | Data Analysis, Bioinformatics Software and Tools, Benchmarking, Genomics, Genome Assembly, Biological Databases, Workflow managers, Phylogenetic Analysis, Metagenomics, Viromics, Animal health, Long-read sequencing, Lineage assignment, Genomic surveillance |
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