ArticleProceedings of the National Academy of Sciences of the United States of America2023
High-throughput droplet-based analysis of influenza A virus genetic reassortment by single-virus RNA sequencing.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Subtype-specific neutralizing antibodies promote antigenic shift during influenza virus co-infection.Virulence · 2026Article
- Concepts of RNA virus evolution for the design of better antiviral countermeasures.Nature reviews. Microbiology · 2026Review
- Secondary analysis of influenza a virus-infected cells at single-cell resolution reveals host BANF1 response to individual and combinations of detected segments.Virology journal · 2026Article
- Using homologous network to identify reassortment risk in H5Nx avian influenza viruses.PLoS computational biology · 2025Article
- A Bioluminescent Imaging Mouse Model for Seasonal Influenza Virus Infection Based on a Pseudovirus System.Viruses · 2025Article
- Emergence, migration and spreading of the high pathogenicity avian influenza virus H5NX of the Gs/Gd lineage into America.The Journal of general virology · 2025Review
- Influenza A viral burst size from thousands of infected single cells using droplet quantitative PCR (dqPCR).PLoS pathogens · 2024Article
- Article
- The use of single-cell RNA-seq to study heterogeneity at varying levels of virus-host interactions.PLoS pathogens · 2024Review
- Unraveling the intricacies of host-pathogen interaction through single-cell genomics.Microbes and infectionReview
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Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The segmented RNA genome of influenza A viruses (IAVs) enables viral evolution through genetic reassortment after multiple IAVs coinfect the same cell, leading to viruses harboring combinations of eight genomic segments from distinct parental viruses. Existing data indicate that reassortant genotypes are not equiprobable; however, the low throughput of available virology techniques does not allow quantitative analysis. Here, we have developed a high-throughput single-cell droplet microfluidic system allowing encapsulation of IAV-infected cells, each cell being infected by a single progeny virion resulting from a coinfection process. Customized barcoded primers for targeted viral RNA sequencing enabled the analysis of 18,422 viral genotypes resulting from coinfection with two circulating human H1N1pdm09 and H3N2 IAVs. Results were highly reproducible, confirmed that genetic reassortment is far from random, and allowed accurate quantification of reassortants including rare events. In total, 159 out of the 254 possible reassortant genotypes were observed but with widely varied prevalence (from 0.038 to 8.45%). In cells where eight segments were detected, all 112 possible pairwise combinations of segments were observed. The inclusion of data from single cells where less than eight segments were detected allowed analysis of pairwise cosegregation between segments with very high confidence. Direct coupling analysis accurately predicted the fraction of pairwise segments and full genotypes. Overall, our results indicate that a large proportion of reassortant genotypes can emerge upon coinfection and be detected over a wide range of frequencies, highlighting the power of our tool for systematic and exhaustive monitoring of the reassortment potential of IAVs.
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