Evidence map›Paper›PMID 34999848›Full record

ArticleInternational journal of epidemiology2022

SARS-CoV-2 viral-load distribution reveals that viral loads increase with age: a retrospective cross-sectional cohort study.

Sjoerd Euser, Sem Aronson, Irene Manders, Steven van Lelyveld, Bjorn Herpers, Jan Sinnige, Jayant Kalpoe, Claudia van Gemeren, Dominic Snijders, Ruud Jansen and 10 more

Open access · bronzeAbstract read
In one paragraph

Article in International journal of epidemiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 1 pooled it
3.0field-weighted citation impact, top 7% 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

38 citing papers in PubMed, 1 synthesis or guideline pooled it, 54 citations in OpenAlex.

  1. Pooled it
  2. The Wells-Riley Model Revisited II: Parameter Uncertainty and Population Heterogeneity.Risk analysis : an official publication of the Society for Risk Analysis · 2026
    Article
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  4. The Impact of Aging Oral Health on Long COVID-19.Journal of dental research · 2025
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  9. Digital PCR to Measure SARS-CoV-2 RNA, Variants, and Outcomes in Youth.Journal of the Pediatric Infectious Diseases Society · 2023
    Article
  10. Article
  11. The Influence of Ventilation Measures on the Airborne Risk of Infection in Schools: A Scoping Review.International journal of environmental research and public health · 2023
    Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
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  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

20 authors at 5 institutions in 1 country.

Sjoerd EuserDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Sem AronsonDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Irene MandersDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Steven van LelyveldDepartment of Internal Medicine, Spaarne Gasthuis, Hoofddorp/Haarlem, The Netherlands.
Bjorn HerpersDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Jan SinnigeDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Jayant KalpoeDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Claudia van GemerenIntensive Care Unit, Spaarne Gasthuis, Hoofddorp/Haarlem, the Netherlands.
Dominic SnijdersDepartment of Pulmonary Disease, Spaarne Gasthuis, Hoofddorp/Haarlem, the Netherlands.
Ruud JansenDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Sophie Schuurmans StekhovenDepartment of Internal Medicine, Spaarne Gasthuis, Hoofddorp/Haarlem, The Netherlands.
Marlies van HoutenDepartment of Pediatrics, Spaarne Gasthuis, Hoofddorp/Haarlem, the Netherlands.
Ivar LedeDepartment of Medical Microbiology, Comicro BV Medical Microbiology, Hoorn, The Netherlands.
James Cohen StuartDepartment of Medical Microbiology, Noordwest Ziekenhuisgroep, Alkmaar, The Netherlands.
Fred Slijkerman MegelinkDepartment of Infectious Diseases, Public Health Service Hollands Noorden, Alkmaar, The Netherlands.
Erik KapteijnsDepartment of Pulmonary Disease, Rode Kruis Ziekenhuis, Beverwijk, The Netherlands.
Jeroen den BoerDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Elisabeth SandersDepartment of Immunology and Infectious Diseases, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands.
Alex WagemakersDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.
Dennis SouvereinDepartment of Epidemiology, Regional Public Health Laboratory Kennemerland, Haarlem, The Netherlands.ORCID 0000-0003-0455-0336
Spaarne Gasthuis · NLSpaarne Ziekenhuis · NLNoordwest Ziekenhuisgroep · NLRode Kruis Ziekenhuis · NLUniversity Medical Center Utrecht · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDescribing the SARS-CoV-2 viral-load distribution in different patient groups and age categories.

methodsAll results from first nasopharyngeal (NP) and oropharyngeal (OP) swabs from unique patients tested via SARS-CoV-2 reverse transcriptase polymerase chain reaction (RT-PCR) collected between 1 January and 1 December 2020 predominantly in the Public Health Services regions Kennemerland and Hollands Noorden, province of North Holland, the Netherlands, were included in this study. SARS-CoV-2 PCR crossing-point (Cp)-values were used to estimate viral loads.

resultsIn total, 278 455 unique patients were tested, of whom 9.1% (n = 25.374) were SARS-CoV-2-positive. PCRs performed by Public Health Services (n = 211 914), in which sampling and inclusion were uniform, revealed a clear relation between age and SARS-CoV-2 viral load, with especially children aged <12 years showing lower viral loads than adults (β: -0.03, 95% confidence interval: -0.03 to -0.02, p < 0.001), independently of sex and/or symptom duration. Interestingly, the median Cp-values between the >79- and <12-year-old populations differed by more than four PCR cycles, suggesting an ∼16-fold difference in viral load. In addition, the proportion of children aged <12 years with a low load (Cp-value >30) was higher compared with other patients (31.1% vs 17.2%, p-value < 0.001).

conclusionsIn patients tested by Public Health Services, SARS-CoV-2 viral load increases with age. Further studies should elucidate whether the lower viral load in children is indeed related to their suggested limited role in SARS-CoV-2 transmission. Moreover, as rapid antigen tests are less sensitive than PCR, these results suggest that SARS-CoV-2 antigen tests have lower sensitivity in children than in adults.

Indexed as

COVID-19SARS-CoV-2AdultChildCOVID-19 TestingCross-Sectional StudiesHumansRetrospective StudiesViral LoadageCOVID-19SARS-CoV-2viral-load distribution

Identifiers

PMID34999848
PMCPMC8499942
OpenAlexW3198736472

What OpenQuestion holds

Textmetadata
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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.