Evidence map›Paper›PMID 38227643›Full record

ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2024

Integrated Genomic and Social Network Analyses of SARS-CoV-2 Transmission in the Healthcare Setting.

Jocelyn Keehner, Shira R Abeles, Christopher A Longhurst, Lucy E Horton, Frank E Myers, Lindsay Riggs-Rodriguez, Mohammed Ahmad, Sally Baxter, Aaron Boussina, Kalen Cantrell and 17 more

Open access · bronzeAbstract read
In one paragraph

Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.3field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 6 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors at 4 institutions in 1 country.

Jocelyn KeehnerDivision of Infectious Diseases, Department of Medicine, University of California-SanFrancisco, San Francisco, California, USA.
Shira R AbelesDivision of Infectious Diseases and Global Public Health, Department of Medicine, UC San Diego Health, San Diego, California, USA.
Christopher A LonghurstDivision of Biomedical Informatics, Department of Medicine, UC San Diego Health, La Jolla, California, USA.
Lucy E HortonDivision of Infectious Diseases and Global Public Health, Department of Medicine, UC San Diego Health, San Diego, California, USA.
Frank E MyersInfection Prevention and Clinical Epidemiology Unit, UC San Diego Health, San Diego, California, USA.
Lindsay Riggs-RodriguezPopulation Health Services Organization-Programs and Strategy, UC San Diego Health, San Diego, California, USA.
Mohammed AhmadInformation Services EMR, UC San Diego Health, San Diego, California, USA.
Sally BaxterDivision of Biomedical Informatics at the University of California-San Diego, San Diego, California, USA.
Aaron BoussinaDivision of Biomedical Informatics, University of California-San Diego, La Jolla, California, USA.
Kalen CantrellDepartment of Computer Science & Engineering, Jacobs School of Engineering, University of California, San Diego, California, USA.
Priscilla CardenasUC San Diego Health's Contact Tracing Team, Infection Prevention and Clinical Epidemiology Unit, UC San Diego Health, San Diego, California, USA.
Peter De HoffSanford Consortium of Regenerative Medicine, University of California-San Diego, La Jolla, California, USA.
Robert El-KarehDivision of Biomedical Informatics, Department of Medicine, UC San Diego Health, La Jolla, California, USA.
Jennifer HollandAnalytics and Population Health Department, UC San Diego Health, San Diego, California, USA.
Daryn IkedaUC San Diego Health's Contact Tracing Team, Infection Prevention and Clinical Epidemiology Unit, UC San Diego Health, San Diego, California, USA.
Kirk KurashigeAnalytics and Population Health Department, UC San Diego Health, San Diego, California, USA.
Louise C LaurentSanford Consortium of Regenerative Medicine, University of California-San Diego, La Jolla, California, USA.
SEARCH Alliance
Andrew LucasInformation Services EMR, UC San Diego Health, San Diego, California, USA.
David PrideDivision of Infectious Diseases and Global Public Health, Department of Medicine, UC San Diego Health, San Diego, California, USA.
Shashank SatheSanford Consortium of Regenerative Medicine, University of California-San Diego, La Jolla, California, USA.
Allen R TranInformation Services EMR, UC San Diego Health, San Diego, California, USA.
Tetyana I VasylyevaDivision of Infectious Diseases and Global Public Health, Department of Medicine, UC San Diego Health, San Diego, California, USA.ORCID 0000-0002-9736-7022
Gene YeoSanford Consortium of Regenerative Medicine, University of California-San Diego, La Jolla, California, USA.ORCID 0000-0002-0799-6037
Rob KnightDepartment of Pediatrics, University of California-San Diego, La Jolla, California, USA.ORCID 0000-0002-0975-9019
Joel O WertheimDivision of Infectious Diseases and Global Public Health, Department of Medicine, UC San Diego Health, San Diego, California, USA.
Francesca J TorrianiDivision of Infectious Diseases and Global Public Health, Department of Medicine, UC San Diego Health, San Diego, California, USA.ORCID 0000-0001-8389-8589
UC San Diego Health System · USUniversity of California San Diego · USPfizer (United States) · USUniversity of California, San Francisco · US

Funding

San Diego Biomedical Informatics Education & Research (SABER)T15LM011271 · NLM · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SHAMIM NEMATI · 2012 to 2026
$9.7M
RESEARCH IN INFECTIOUS DISEASEST32AI007036 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI NIZET, VICTOR · 1985 to 2025
$9.2M
Automation and Evaluation of Real-Time Transmission Network-Based HIV Prevention Services in New York CityR01AI135992 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WERTHEIM, JOEL OKRENT · 2018 to 2022
$3.6M
CDC HHS 75D301-20-C-09795COVID-19 qPCRExpedited COVID Identification EnvironmentNIAID NIH HHS R01 AI135992NIAID NIH HHS T32 AI007036NIH HHSNIH-NIAID; R01 AI135992)NLM NIH HHS T15 LM011271
6 · The paper itself

Abstract

backgroundInfection prevention (IP) measures are designed to mitigate the transmission of pathogens in healthcare. Using large-scale viral genomic and social network analyses, we determined if IP measures used during the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic were adequate in protecting healthcare workers (HCWs) and patients from acquiring SARS-CoV-2.

methodsWe performed retrospective cross-sectional analyses of viral genomics from all available SARS-CoV-2 viral samples collected at UC San Diego Health and social network analysis using the electronic medical record to derive temporospatial overlap of infections among related viromes and supplemented with contact tracing data. The outcome measure was any instance of healthcare transmission, defined as cases with closely related viral genomes and epidemiological connection within the healthcare setting during the infection window. Between November 2020 through January 2022, 12 933 viral genomes were obtained from 35 666 patients and HCWs.

resultsAmong 5112 SARS-CoV-2 viral samples sequenced from the second and third waves of SARS-CoV-2 (pre-Omicron), 291 pairs were derived from persons with a plausible healthcare overlap. Of these, 34 pairs (12%) were phylogenetically linked: 19 attributable to household and 14 to healthcare transmission. During the Omicron wave, 2106 contact pairs among 7821 sequences resulted in 120 (6%) related pairs among 32 clusters, of which 10 were consistent with healthcare transmission. Transmission was more likely to occur in shared spaces in the older hospital compared with the newer hospital (2.54 vs 0.63 transmission events per 1000 admissions, P < .001).

conclusionsIP strategies were effective at identifying and preventing healthcare SARS-CoV-2 transmission.

Indexed as

COVID-19Genome, ViralHealth PersonnelSARS-CoV-2AdolescentAdultAgedAged, 80 and overChildChild, PreschoolContact TracingCross InfectionCross-Sectional StudiesFemaleGenomicsHumanshealthcare transmission of SARS-CoV-2infection prevention precautionsSARS-CoV-2 pandemicsocial network analyses and contact tracingwhole-genome sequencing

Identifiers

PMID38227643
PMCPMC11093679
OpenAlexW4390904537

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.