Evidence map›Paper›PMID 36519354›Full record

ArticlePathogens and global health2023

Association of epidemiological and clinical features with PCR cycle threshold values of SARS-CoV-2 infection: a cross-sectional study.

Marlies Heudobler, Hansjörg Baurecht, Helen Schmied, Daniel Heudobler, Carmen Jochem, Anja M Sedlmeier, Andrea Weber, Stilla Bauernfeind, Michael Leitzmann, Bernd Salzberger and 1 more

Abstract read
In one paragraph

Article in Pathogens and global health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

11 authors.

Marlies HeudoblerRegensburg Department of Public Health, Altmühlstraße 3, Regensburg, Germany.
Hansjörg BaurechtDepartment of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany.
Helen SchmiedRegensburg Department of Public Health, Altmühlstraße 3, Regensburg, Germany.
Daniel HeudoblerDepartment of Internal Medicine 3, University Hospital Regensburg, Regensburg, Germany.
Carmen JochemDepartment of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany.
Anja M SedlmeierDepartment of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany.
Andrea WeberDepartment of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany.
Stilla BauernfeindDepartment of Infection Prevention and Infectious Diseases, University Hospital Regensburg, Regensburg, Germany.
Michael LeitzmannDepartment of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany.
Bernd SalzbergerDepartment of Infection Prevention and Infectious Diseases, University Hospital Regensburg, Regensburg, Germany.
Benedikt M J LamplRegensburg Department of Public Health, Altmühlstraße 3, Regensburg, Germany.ORCID 0000-0002-1008-7934

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The cycle threshold (Ct) in quantitative real-time reverse-transcriptase polymerase chain reaction (qRT-PCR) is inversely correlated to the amount of viral nucleic acid or viral load and can be regarded as an indicator of infectivity. We examined the association of socio-demographic and clinical characteristics of severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) polymerase chain reaction (PCR) positive cases with PCR cycle threshold (Ct) values at the time of diagnosis. SARS-CoV-2 cases reported between 12 October 2020 and 24 January 2021 in Regensburg were analyzed employing bivariate and multivariable methods. We included 3,029 SARS-CoV-2 cases (31% asymptomatic at diagnosis) and analyzed the association of case characteristics with Ct values in 2,606 cases. Among symptomatic patients, cough (38.0%), rhinitis (32.4%), headache (32.0), and fever/chills (29.9%) were the most frequent complaints. Ct values ≤20 were more frequent in symptomatic cases (20.9% vs. 11.3%), whereas Ct values >30 were more common in asymptomatic cases (32.6% vs. 18.0%). Ct values >20 and ≤30 were most common in symptomatic and asymptomatic cases (48.0% vs 40.7%). We observed lower median Ct values of E and N gene in symptomatic cases. In a random forest model, the total number of symptoms, respiratory symptoms, and age were most strongly associated with low Ct values. In conclusion, certain symptoms and age were associated with lower Ct values. Ct values can be used as a pragmatic approach in estimating infectivity at the first notification of a case and, thus, in guiding containment measures.

Indexed as

COVID-19COVID-19 TestingCross-Sectional StudiesHumansReal-Time Polymerase Chain ReactionSARS-CoV-2Viral Loadasymptomatic casesCOVID-19Ct valueepidemiologysymptoms

Identifiers

PMID36519354
PMCPMC10262808

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.