BackgroundNorovirus outbreaks in hospital settings are a common challenge for infection prevention teams. Given the high burden of norovirus in most communities, it can be difficult to distinguish between on-going in-hospital transmission of virus and new introductions from the community and challenging to understand the long-term impacts of outbreak-associated viruses within medical systems using traditional epidemiological approaches alone.\n\nMethodsReal-time metagenomic sequencing during an on-going norovirus outbreak associated with a retrospective cohort study.\n\nResultsWe describe a hospital-associated norovirus outbreak that affected 13 patients over a 27-day period in a large tertiary pediatric hospital and was chronologically associated with a spike in self-reported gastrointestinal symptoms among staff. Real-time metagenomic next-generation sequencing (mNGS) of norovirus genomes demonstrated that 10 chronologically overlapping hospital-acquired norovirus cases were partitioned into three discrete transmission clusters. Sequencing data also revealed close genetic relationships between some hospital-acquired and some community-acquired cases. Finally, this data was used to demonstrate chronic viral shedding by an immunocompromised hospital-acquired case patient. Analysis of serial samples from this patient provided novel insights into the evolution of norovirus within an immunocompromised host.\n\nConclusionsThis study documents one of the first applications of real-time mNGS during a hospital-associated viral outbreak. Given its demonstrated ability to detect transmission patterns within outbreaks and elucidate the long-term impacts of outbreak-associated viral strains on patients and medical systems, mNGS constitutes a powerful resource to help infection control teams understand, prevent, and respond to viral outbreaks.\n\nSummary StatementReal-time metagenomic sequencing performed during a hospital-associated norovirus outbreak identified genetically-distinct, chronologically-overlapping case clusters. After the epidemiologically-defined outbreak had ceased, on-going transmission and shedding of outbreak-associated virus was also detected. These findings illustrate the value of genomics as a tool for infection control.