Evidence map›Paper›PMID 39692474›Full record

ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2025

Relationship Between Acute SARS-CoV-2 Viral Clearance and Long COVID-19 (Long COVID) Symptoms: A Cohort Study.

Carly Herbert, Annukka A R Antar, John Broach, Colton Wright, Pamela Stamegna, Katherine Luzuriaga, Nathaniel Hafer, David D McManus, Yukari C Manabe, Apurv Soni

Abstract read
In one paragraph

Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

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

  1. Pooled it
  2. Trial
  3. Understanding the Impact of Long COVID on the Lives of Thai University Students.International journal of environmental research and public health · 2026
    Article
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  11. Translating insights into therapies for Long Covid.Science translational medicine · 2024
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Carly HerbertProgram in Digital Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.ORCID 0000-0001-8972-0474
Annukka A R AntarDivision of Infectious Disease, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0002-6775-1103
John BroachDepartment of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.
Colton WrightProgram in Digital Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.
Pamela StamegnaProgram in Digital Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.
Katherine LuzuriagaUniversity of Massachusetts Center for Clinical and Translational Science, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.
Nathaniel HaferUniversity of Massachusetts Center for Clinical and Translational Science, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.ORCID 0000-0002-0164-5092
David D McManusProgram in Digital Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.ORCID 0000-0002-9343-6203
Yukari C ManabeDivision of Infectious Disease, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0001-8619-5598
Apurv SoniProgram in Digital Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.ORCID 0000-0001-5049-3657

Funding

The Center for Advancing Point of Care in Heart, Lung, Blood and Sleep DiseasesU54HL143541 · NHLBI · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI BRYAN O BUCHHOLZ, Nathaniel Scott Hafer · 2018 to 2026
$141.0M
University of Massachusetts Center for Clinical Science and Translational SupplementUL1TR001453 · NCATS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI LUZURIAGA, KATHERINE F · 2015 to 2024
$39.0M
TrainingU54EB007958 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI Matthew Hamill · 2007 to 2026
$34.6M
NCATS NIH HHS UL1 TR001453NHLBI NIH HHS U54 HL143541NIBIB NIH HHS U54 EB007958NIH HHSRapid Acceleration of Diagnostics (RADx) Tech program 3U54HL143541-02S2
6 · The paper itself

Abstract

backgroundThe relationship between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral dynamics during acute infection and the development of long coronavirus disease 2019 (COVID-19), or "long COVID," is largely unknown.

methodsBetween October 2021 and February 2022, 7361 people not known to have COVID-19 self-collected nasal swab samples for SARS-CoV-2 reverse-transcription polymerase chain reaction testing every 24-48 hours for 10-14 days. Participants whose first known SARS-CoV-2 infection was detected were surveyed for long COVID in August 2023. Their slopes of viral clearance were modeled using linear mixed effects models with random slopes and intercepts, and the relative risk (RR) of long COVID based on viral slopes was calculated using a log binomial model, adjusted for age, symptoms, and variant. Sex-based interaction terms were also evaluated for significance.

resultsA total of 172 participants were eligible for analyses, and 59 (34.3%) reported long COVID. The risk of long COVID with 3-4 symptoms (adjusted RR, 2.44 [95% confidence interval, .88-6.82]) and ≥5 symptoms (4.97 [1.90-13.0]) increased with each unit increase in slope of viral clearance. While the probability of long COVID increased with slowed viral clearance among women, the same relationship was not observed among men (interaction term: P = .02). Acute SARS-CoV-2 symptoms of abdominal pain (adjusted RR, 5.41 [95% confidence interval, 2.44-12.0]), nausea (3.01 [1.31-6.89]), and body aches (2.58 [1.26-5.30]) were most strongly associated with long COVID.

conclusionsWe observed that slower viral clearance rates during acute COVID-19 were associated with increased risk and more symptoms of long COVID . Early viral-host dynamics appear to be mechanistically linked to the development of long COVID.

Indexed as

COVID-19SARS-CoV-2AdultAgedCohort StudiesFemaleHumansMaleMiddle AgedPost-Acute COVID-19 SyndromeViral LoadCOVID-19long COVIDSARS-CoV-2viral clearanceviral persistence

Identifiers

PMID39692474
PMCPMC11797388

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.