1. Our take

    This study, available as a preprint and thus not yet peer-reviewed, investigated a COVID-19 outbreak in two wards in a large hospital in Portugal. Large scale testing was initiated after a recently discharged patient presented to the emergency department and tested positive for COVID-19. This individual was also a close contact of a current inpatient in the hospital within a non-COVID-19 ward. In total, 27 out of 102 staff (26.4%) and 21 out of 92 (22.8%) inpatients in the single non-COVID-19 ward of interest tested positive. Whole-genome sequencing and bioinformatics analysis determined that cases were part of a single origin SARS-CoV-2 variant, belonging to the COG-UK lineage B.1.1 and Nextstrain clade 20B. Most individuals were asymptomatic during the time of testing, suggesting likely silent transmission. The findings highlight the importance of periodic testing of staff and patients in healthcare settings for earlier detection of cases, and prevention and control of outbreaks.

    Study design


    Study population and setting

    This study investigated a COVID-19 outbreak in a large hospital in Portugal, which provides care to about 250,000 people and has about 1,500 employees. An outbreak took place in a non-COVID-19 ward (Ward B) in Summer 2020. The investigation was triggered following presentation to the emergency department by an individual who had concluded a hospital stay three days prior in another ward (Ward A). This individual was a close contact of a current inpatient in the non-COVID-19 ward (Ward B). The inpatient and a clinician (from Ward B) presented with COVID-19 like symptoms and subsequently tested positive, triggering further testing of close contacts, or persons presenting with symptoms in both wards in the 15 days prior. In total, 245 staff and patients were tested for SARS-CoV-2. Nasal and oropharyngeal swabs were collected, and RT-PCR was performed. RNA samples that were positive for SARS-CoV-2 were sent for whole-genome sequencing and bioinformatics analysis.

    Summary of main findings

    No cases were detected among 51 persons tested in Ward A. However, in Ward B, 27 out of 102 staff (26.4%) and 21 out of 92 (22.8%) inpatients tested positive. Most staff were asymptomatic at testing and all recovered. While inpatients were mostly asymptomatic at testing, mortality rate was high, 12 out of 21 died (57.1%). Results of high-quality SARS-CoV-2 genome sequences from 39 positive samples (22 staff and 17 patients) showed that all cases were part of a single origin, belonging to the COG-UK lineage B.1.1 and Nextstrain clade 20B, with spike amino acid changes D614G and L176F. The investigators hypothesized that the virus was likely introduced to the ward a few weeks before the large screening, then spread through interactions among health care workers, and interactions between health care workers and patients. Patient-to-patient transmission was very limited. Following the investigation, the hospital put in place and reinforced stricter infection prevention and control measures.

    Study strengths

    Use of reverse-transcription PCR testing to confirm COVID-19 diagnosis. Genome sequences associated with the outbreak had >88% of the genome covered by at least 10-fold.


    While investigators hypothesized about which health care workers and patients could have been the index case given the epidemiologic and phylogenetic data, this could not be definitively determined.

    Value added

    This study highlights the usefulness of combining epidemiologic and genomic data in improving understanding about transmission of SARS-CoV-2.

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  2. SciScore for 10.1101/2021.02.20.20248421: (What is this?)

    Please note, not all rigor criteria are appropriate for all manuscripts.

    Table 1: Rigor

    Institutional Review Board Statementnot detected.
    Randomizationnot detected.
    Blindingnot detected.
    Power Analysisnot detected.
    Sex as a biological variablenot detected.

    Table 2: Resources

    Software and Algorithms
    Briefly, naso and oropharyngeal swabs were collected from patients and HCW, and RNA was subsequently extracted using m2000sp Abbott and then subjected to real-time reverse transcription PCR (RT-PCR) assay targeting using m2000rt Abbott.
    suggested: (Abbott, RRID:SCR_010477)
    Regions with depth of coverage below this threshold were automatically masked in INSaFLU pipeline by placing undefined bases “N” in the consensus sequence (whenever these regions enroll SNP phylogenetic markers, these were inspected to ensure the correct phylogenetic placement of all genomes).
    suggested: None

    Results from OddPub: We did not detect open data. We also did not detect open code. Researchers are encouraged to share open data when possible (see Nature blog).

    Results from LimitationRecognizer: An explicit section about the limitations of the techniques employed in this study was not found. We encourage authors to address study limitations.

    Results from TrialIdentifier: No clinical trial numbers were referenced.

    Results from Barzooka: We did not find any issues relating to the usage of bar graphs.

    Results from JetFighter: We did not find any issues relating to colormaps.

    Results from rtransparent:
    • Thank you for including a conflict of interest statement. Authors are encouraged to include this statement when submitting to a journal.
    • Thank you for including a funding statement. Authors are encouraged to include this statement when submitting to a journal.
    • No protocol registration statement was detected.

    About SciScore

    SciScore is an automated tool that is designed to assist expert reviewers by finding and presenting formulaic information scattered throughout a paper in a standard, easy to digest format. SciScore checks for the presence and correctness of RRIDs (research resource identifiers), and for rigor criteria such as sex and investigator blinding. For details on the theoretical underpinning of rigor criteria and the tools shown here, including references cited, please follow this link.

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