ArticleGenome medicine2018
INSaFLU: an automated open web-based bioinformatics suite "from-reads" for influenza whole-genome-sequencing-based surveillance.
Article in Genome medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers.
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54 citing papers in PubMed, 84 citations in OpenAlex.
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- Detection of dengue virus serotype 2 in local Aedes aegypti populations, Madeira Island, Portugal, 2025.Parasites & vectors · 2026Article
- K-FluDB: a novel K-mer-based database for enhanced genomic surveillance of Influenza A viruses.Bioinformatics advances · 2026Article
- Evidence of Spillover and Recombination Between Domestic Pigs and Wild Boars Provides New Insights into Porcine Circoviruses.Pathogens (Basel, Switzerland) · 2025Article
- Molecular and phylogenetic analysis of influenza A and B viruses circulating in Sri Lanka following the COVID-19 pandemic.Virus genes · 2025Article
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- Wastewater Metavirome Diversity: Exploring Replicate Inconsistencies and Bioinformatic Tool Disparities.International journal of environmental research and public health · 2025Article
- VITALdb: to select the best viroinformatics tools for a desired virus or application.Briefings in bioinformatics · 2025Article
- Phylogenetic Study of Local Patterns Influenza A(H3N2) Virus Transmission in a Semi-Isolated Population in a Remote Island in Japan Between 2011 and 2013.Influenza and other respiratory viruses · 2025Article
- Impact of Viral Co-Detection on the Within-Host Viral Diversity of Influenza Patients.Viruses · 2025Article
- Comprehensive molecular epidemiology of influenza viruses in Brazil: insights from a nationwide analysis.Virus evolution · 2025Article
- Probe-based metagenomic pathogen detection: advancing laboratory capacity for complex diagnosis.Frontiers in microbiology · 2025Article
- Preparedness, prevention and control related to zoonotic avian influenza.EFSA journal. European Food Safety Authority · 2025Article
- Analysis of the Monophyletic Lineage of Avian Influenza H5N1 Which Circulated in Venezuelan Birds During the 2022-2023 Outbreak.Microorganisms · 2024Article
- Viral genetics and transmission dynamics in the second wave of mpox outbreak in Portugal and forecasting public health scenarios.Emerging microbes & infections · 2024Article
- Emergence of highly pathogenic avian influenza viruses H5N1 and H5N5 in white-tailed eagles, 2021-2023.The Journal of general virology · 2024Article
- Enhanced laboratory surveillance of respiratory infection disclosed the rapid rise of enterovirus D68 cases, northern Italy, August to September 2024.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2024Article
- Standardized Phylogenetic Classification of Human Respiratory Syncytial Virus below the Subgroup Level.Emerging infectious diseases · 2024Article
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundA new era of flu surveillance has already started based on the genetic characterization and exploration of influenza virus evolution at whole-genome scale. Although this has been prioritized by national and international health authorities, the demanded technological transition to whole-genome sequencing (WGS)-based flu surveillance has been particularly delayed by the lack of bioinformatics infrastructures and/or expertise to deal with primary next-generation sequencing (NGS) data.
resultsWe developed and implemented INSaFLU ("INSide the FLU"), which is the first influenza-oriented bioinformatics free web-based suite that deals with primary NGS data (reads) towards the automatic generation of the output data that are actually the core first-line "genetic requests" for effective and timely influenza laboratory surveillance (e.g., type and sub-type, gene and whole-genome consensus sequences, variants' annotation, alignments and phylogenetic trees). By handling NGS data collected from any amplicon-based schema, the implemented pipeline enables any laboratory to perform multi-step software intensive analyses in a user-friendly manner without previous advanced training in bioinformatics. INSaFLU gives access to user-restricted sample databases and projects management, being a transparent and flexible tool specifically designed to automatically update project outputs as more samples are uploaded. Data integration is thus cumulative and scalable, fitting the need for a continuous epidemiological surveillance during the flu epidemics. Multiple outputs are provided in nomenclature-stable and standardized formats that can be explored in situ or through multiple compatible downstream applications for fine-tuned data analysis. This platform additionally flags samples as "putative mixed infections" if the population admixture enrolls influenza viruses with clearly distinct genetic backgrounds, and enriches the traditional "consensus-based" influenza genetic characterization with relevant data on influenza sub-population diversification through a depth analysis of intra-patient minor variants. This dual approach is expected to strengthen our ability not only to detect the emergence of antigenic and drug resistance variants but also to decode alternative pathways of influenza evolution and to unveil intricate routes of transmission.
conclusionsIn summary, INSaFLU supplies public health laboratories and influenza researchers with an open "one size fits all" framework, potentiating the operationalization of a harmonized multi-country WGS-based surveillance for influenza virus. INSaFLU can be accessed through https://insaflu.insa.pt .
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