Evidence map›Paper›PMID 36763574›Full record

ArticlePloS one2023

Real-world utilization of SARS-CoV-2 serological testing in RNA positive patients across the United States.

Carla V Rodriguez-Watson, Natalie E Sheils, Anthony M Louder, Elizabeth H Eldridge, Nancy D Lin, Benjamin D Pollock, Jennifer L Gatz, Shaun J Grannis, Rohit Vashisht, Kanwal Ghauri and 22 more

Abstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

32 authors.

Carla V Rodriguez-WatsonReagan-Udall Foundation for the FDA, Washington, District of Columbia, United States of America.
Natalie E SheilsOptumLabs, Minnetonka, Minnesota, United States of America.ORCID 0000-0002-0631-5834
Anthony M LouderAetion, New York, New York, United States of America.
Elizabeth H EldridgeHealth Catalyst, Salt Lake City, Utah, United States of America.
Nancy D LinHealth Catalyst, Salt Lake City, Utah, United States of America.
Benjamin D PollockMayo Clinic, Rochester, Minnesota, United States of America.
Jennifer L GatzRegenstrief Institute, Indianapolis, Indiana, United States of America.
Shaun J GrannisRegenstrief Institute, Indianapolis, Indiana, United States of America.
Rohit VashishtBakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, United States of America.
Kanwal GhauriReagan-Udall Foundation for the FDA, Washington, District of Columbia, United States of America.
Gina ValoOffice of the Commissioner, U.S. Food and Drug Administration, Silver Spring, Maryland, United States of America.
Aloka G ChakravartyOffice of the Commissioner, U.S. Food and Drug Administration, Silver Spring, Maryland, United States of America.ORCID 0000-0003-2331-3053
Tamar LaskyOffice of the Commissioner, U.S. Food and Drug Administration, Silver Spring, Maryland, United States of America.
Mary JungCenter for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States of America.
Stephen L LovellCenter for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States of America.
Jacqueline M MajorCenter for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States of America.ORCID 0000-0002-1738-1837
Carly KabelacAetion, New York, New York, United States of America.
Camille KnepperMayo Clinic, Rochester, Minnesota, United States of America.
Sandy LeonardHealthVerity, Philadelphia, Pennsylvania, United States of America.ORCID 0000-0002-9876-3596
Peter J EmbiRegenstrief Institute, Indianapolis, Indiana, United States of America.
William G JenkinsonMayo Clinic, Rochester, Minnesota, United States of America.
Reyna KleshHealthVerity, Philadelphia, Pennsylvania, United States of America.
Omai B GarnerDepartment of Pathology and Laboratory Medicine, UCLA Medical Center, Los Angeles, California, United States of America.
Ayan PatelCenter for Data-driven Insights and Innovation, University of California Health, Oakland, California, United States of America.
Lisa DahmCenter for Data-driven Insights and Innovation, University of California Health, Oakland, California, United States of America.
Aiden BarinCenter for Data-driven Insights and Innovation, University of California Health, Oakland, California, United States of America.
Dan M CooperCenter for Data-driven Insights and Innovation, University of California Health, Oakland, California, United States of America.
Tom AndriolaCenter for Data-driven Insights and Innovation, University of California Health, Oakland, California, United States of America.
Carrie L ByingtonCenter for Data-driven Insights and Innovation, University of California Health, Oakland, California, United States of America.ORCID 0000-0002-7350-9495
Bridgit O CrewsDepartment of Pathology and Laboratory Medicine, University of California, Irvine, California, United States of America.
Atul J ButteBakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California, United States of America.
Jeff AllenFriends of Cancer Research, Washington, District of Columbia, United States of America.ORCID 0000-0002-0586-3054

Funding

UCSF-Stanford Center of Excellence in Regulatory Science and InnovationU01FD005978 · FDA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI ALTMAN, RUSS BIAGIO, GIACOMINI, KATHLEEN M · 2016 to 2025
$34.5M
Yale-Mayo FDA Center for Excellence in Regulatory Science and InnovationU01FD005938 · FDA · YALE UNIVERSITY · PI Joseph Solomon Ross · 2016 to 2026
$25.4M
Understanding the Personal Impact of Substance Use Disorders (including Opioid Use Disorder) U01FD007223 · FDA · REAGAN-UDALL FOUNDATION/FOOD/DRUG/ADMIN · PI BHAT, AMARNATH · 2020 to 2025
$11.2M
FDA HHS U01 FD005938FDA HHS U01 FD005978FDA HHS U01 FD007223
6 · The paper itself

Abstract

backgroundAs diagnostic tests for COVID-19 were broadly deployed under Emergency Use Authorization, there emerged a need to understand the real-world utilization and performance of serological testing across the United States.

methodsSix health systems contributed electronic health records and/or claims data, jointly developed a master protocol, and used it to execute the analysis in parallel. We used descriptive statistics to examine demographic, clinical, and geographic characteristics of serology testing among patients with RNA positive for SARS-CoV-2.

resultsAcross datasets, we observed 930,669 individuals with positive RNA for SARS-CoV-2. Of these, 35,806 (4%) were serotested within 90 days; 15% of which occurred <14 days from the RNA positive test. The proportion of people with a history of cardiovascular disease, obesity, chronic lung, or kidney disease; or presenting with shortness of breath or pneumonia appeared higher among those serotested compared to those who were not. Even in a population of people with active infection, race/ethnicity data were largely missing (>30%) in some datasets-limiting our ability to examine differences in serological testing by race. In datasets where race/ethnicity information was available, we observed a greater distribution of White individuals among those serotested; however, the time between RNA and serology tests appeared shorter in Black compared to White individuals. Test manufacturer data was available in half of the datasets contributing to the analysis.

conclusionOur results inform the underlying context of serotesting during the first year of the COVID-19 pandemic and differences observed between claims and EHR data sources-a critical first step to understanding the real-world accuracy of serological tests. Incomplete reporting of race/ethnicity data and a limited ability to link test manufacturer data, lab results, and clinical data challenge the ability to assess the real-world performance of SARS-CoV-2 tests in different contexts and the overall U.S. response to current and future disease pandemics.

Indexed as

COVID-19SARS-CoV-2COVID-19 TestingHumansPandemicsRNAUnited StatesRNA

Identifiers

PMID36763574
PMCPMC9916659

What OpenQuestion holds

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Registered trials

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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.