Evidence map›Paper›PMID 38992084›Full record

ArticleCommunications medicine2024

Insights from an N3C RECOVER EHR-based cohort study characterizing SARS-CoV-2 reinfections and Long COVID.

Emily Hadley, Yun Jae Yoo, Saaya Patel, Andrea Zhou, Bryan Laraway, Rachel Wong, Alexander Preiss, Rob Chew, Hannah Davis, M Daniel Brannock and 7 more

Abstract read
In one paragraph

Article in Communications medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 1 pooled it
–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

34 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Observational
  5. Article
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  7. Article
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  10. Article
  11. Long COVID and the kidney.Nature reviews. Nephrology · 2025
    Review
  12. Article
  13. Article
  14. Article
  15. COVID-19 Exposure, Protective Measures, Symptom Assessment, and Risk Perception Among Healthcare Workers in Peru: A Longitudinal Cohort Study (2020-2021).Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
    Article
  16. The Association of Long COVID and CKD: Findings from the National Clinical Cohort Collaborative.Clinical journal of the American Society of Nephrology : CJASN · 2025
    Article
  17. Neuroimmune pathophysiology of long COVID.Psychiatry and clinical neurosciences · 2025
    Review
  18. Article
  19. Article
  20. Article
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

17 authors.

Emily HadleyRTI International, Durham, NC, USA. ehadley@rti.org.ORCID http://orcid.org/0000-0003-0074-4344
Yun Jae YooEmory University, Atlanta, GA, USA.ORCID http://orcid.org/0000-0003-2144-8480
Saaya PatelStony Brook University, Stony Brook, NY, USA.ORCID http://orcid.org/0000-0002-4674-2646
Andrea ZhouUniversity of Virginia, Charlottesville, VA, USA.
Bryan LarawayUniversity of North Carolina, Chapel Hill, NC, USA.ORCID http://orcid.org/0000-0002-0450-7074
Rachel WongStony Brook University, Stony Brook, NY, USA.
Alexander PreissRTI International, Durham, NC, USA.ORCID http://orcid.org/0000-0002-7966-527X
Rob ChewRTI International, Durham, NC, USA.ORCID http://orcid.org/0000-0002-6979-1766
Hannah DavisPatient Led Research Collaborative (PLRC), Calabasas, CA, USA.ORCID http://orcid.org/0000-0002-1245-2034
M Daniel BrannockRTI International, Durham, NC, USA.ORCID http://orcid.org/0000-0001-8095-547X
Christopher G ChuteJohns Hopkins University, Baltimore, MD, USA.ORCID http://orcid.org/0000-0001-5437-2545
Emily R PfaffUniversity of North Carolina, Chapel Hill, NC, USA.ORCID http://orcid.org/0000-0002-6840-9756
Johanna LoombaUniversity of Virginia, Charlottesville, VA, USA.
Melissa HaendelUniversity of North Carolina, Chapel Hill, NC, USA.ORCID http://orcid.org/0000-0001-9114-8737
Elaine HillUniversity of Rochester Medical Center, Rochester, NY, USA.ORCID http://orcid.org/0000-0003-2494-317X
N3C and RECOVER consortia
Richard MoffittEmory University, Atlanta, GA, USA.ORCID http://orcid.org/0000-0003-2723-5902

Funding

OTA-21-015A Post-Acute Sequelae of SARS-CoV-2 Infection Initiative: NYU Langone Health Clinical Science Core, Data Resource Core, and PASC Biorepository CoreOT2HL161847 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI GROSS, RACHEL SHARON, HORWITZ, LEORA · 2021 to 2025
$651.0M
VISUAL INDICES OF NEUROTOXICITYP30ES001247 · NIEHS · UNIVERSITY OF ROCHESTER · PI Martha Susiarjo · 1985 to 2026
$42.8M
CD2H - The National COVID Cohort Collaborative (N3C) IDeA CTR CollaborationU24TR002306 · NCATS · UNIVERSITY OF COLORADO DENVER · PI CHUTE, CHRISTOPHER G, EICHMANN, DAVID A. · 2017 to 2021
$28.9M
NCATS NIH HHS U24 TR002306NHLBI NIH HHS OT2 HL161847NIEHS NIH HHS P30 ES001247U.S. Department of Health & Human Services | National Institutes of Health (NIH) OTA OT2HL161847
6 · The paper itself

Abstract

backgroundAlthough the COVID-19 pandemic has persisted for over 3 years, reinfections with SARS-CoV-2 are not well understood. We aim to characterize reinfection, understand development of Long COVID after reinfection, and compare severity of reinfection with initial infection.

methodsWe use an electronic health record study cohort of over 3 million patients from the National COVID Cohort Collaborative as part of the NIH Researching COVID to Enhance Recovery Initiative. We calculate summary statistics, effect sizes, and Kaplan-Meier curves to better understand COVID-19 reinfections.

resultsHere we validate previous findings of reinfection incidence (6.9%), the occurrence of most reinfections during the Omicron epoch, and evidence of multiple reinfections. We present findings that the proportion of Long COVID diagnoses is higher following initial infection than reinfection for infections in the same epoch. We report lower albumin levels leading up to reinfection and a statistically significant association of severity between initial infection and reinfection (chi-squared value: 25,697, p-value: <0.0001) with a medium effect size (Cramer's V: 0.20, DoF = 3). Individuals who experienced severe initial and first reinfection were older in age and at a higher mortality risk than those who had mild initial infection and reinfection.

conclusionsIn a large patient cohort, we find that the severity of reinfection appears to be associated with the severity of initial infection and that Long COVID diagnoses appear to occur more often following initial infection than reinfection in the same epoch. Future research may build on these findings to better understand COVID-19 reinfections.

Identifiers

PMID38992084
PMCPMC11239932

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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.