Evidence map›Paper›PMID 36468309›Full record

ArticleThe Journal of infectious diseases2023

Characterizing SARS-CoV-2 Transcription of Subgenomic and Genomic RNAs During Early Human Infection Using Multiplexed Droplet Digital Polymerase Chain Reaction.

Hyon S Hwang, Che-Min Lo, Michael Murphy, Tanner Grudda, Nicholas Gallagher, Chun Huai Luo, Matthew L Robinson, Agha Mirza, Madison Conte, Abigail Conte and 8 more

Open access · bronzeAbstract read
In one paragraph

Article in The Journal of infectious diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.5field-weighted citation impact, top 35% 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

3 citing papers in PubMed, 5 citations in OpenAlex.

  1. Mechanisms of sex differences in acute and long COVID sequelae in mice.bioRxiv : the preprint server for biology · 2025
    Article
  2. SARS-CoV-2 Viral Replication Persists in the Human Lung for Several Weeks after Symptom Onset.American journal of respiratory and critical care medicine · 2024
    Article
  3. 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

18 authors at 2 institutions in 1 country.

Hyon S HwangDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0001-8117-0199
Che-Min LoDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Michael MurphyDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Tanner GruddaDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Nicholas GallagherDepartment of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Chun Huai LuoDepartment of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Matthew L RobinsonDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Agha MirzaDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Madison ConteDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Abigail ConteW. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Ruifeng ZhouW. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Candelaria VergaraDepartment of Microbiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Christopher B BrookeDepartment of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
Andrew PekoszW. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.ORCID 0000-0003-3248-1761
Heba H MostafaDepartment of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Yukari C ManabeDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Chloe L ThioDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Ashwin BalagopalDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Johns Hopkins University · USUniversity of Illinois Urbana-Champaign · US

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
LC: HIV Prevention Trials Network - Laboratory Support for the SARS-CoV-2 Seroprevalence Study (CoVPN 5002)UM1AI068613 · NIAID · JOHNS HOPKINS UNIVERSITY · PI SUSAN H ESHLEMAN, Mark A Marzinke · 2011 to 2026
$100.2M
TrainingU54EB007958 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI William Owen Osburn · 2007 to 2026
$34.6M
HIV Prevention Trials Network: Network LaboratoryU01AI068613 · NIAID · JOHNS HOPKINS UNIVERSITY · PI ESHLEMAN, SUSAN H · 2006 to 2010
$16.5M
Training: Molecular & Cellular Bases of Infectious DiseasesT32AI007417 · NIAID · JOHNS HOPKINS UNIVERSITY · PI Arturo Casadevall · 1994 to 2026
$11.9M
Characterization of silently HBV-infected hepatocytes in HIV co-infectionR01AI138810 · NIAID · JOHNS HOPKINS UNIVERSITY · PI BALAGOPAL, ASHWIN, THIO, CHLOE L · 2018 to 2021
$3.2M
HHS UM1 AI068613 to theNHLBI NIH HHS U54 HL143541NIAID NIH HHS R01 AI138810NIAID NIH HHS T32 AI007417NIAID NIH HHS U01 AI068613NIAID NIH HHS UM1 AI068613NIBIB NIH HHS U54 EB007958NIDA NIH HHSNIH HHSNIMH NIH HHS
6 · The paper itself

Abstract

backgroundControl of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission requires understanding SARS-CoV-2 replication dynamics.

methodsWe developed a multiplexed droplet digital polymerase chain reaction (ddPCR) assay to quantify SARS-CoV-2 subgenomic RNAs (sgRNAs), which are only produced during active viral replication, and discriminate them from genomic RNAs (gRNAs). We applied the assay to specimens from 144 people with single nasopharyngeal samples and 27 people with >1 sample. Results were compared to quantitative PCR (qPCR) and viral culture.

resultssgRNAs were quantifiable across a range of qPCR cycle threshold (Ct) values and correlated with Ct values. The ratio sgRNA:gRNA was stable across a wide range of Ct values, whereas adjusted amounts of N sgRNA to a human housekeeping gene declined with higher Ct values. Adjusted sgRNA and gRNA amounts were quantifiable in culture-negative samples, although levels were significantly lower than in culture-positive samples. Daily testing of 6 persons revealed that sgRNA is concordant with culture results during the first week of infection but may be discordant with culture later in infection. sgRNA:gRNA is constant during infection despite changes in viral culture.

conclusionsCt values from qPCR correlate with active viral replication. More work is needed to understand why some cultures are negative despite presence of sgRNA.

Indexed as

COVID-19SARS-CoV-2COVID-19 TestingGenomicsHumansPolymerase Chain ReactionReal-Time Polymerase Chain ReactionRNA, ViralSubgenomic RNARNA, ViralSubgenomic RNACOVID-19droplet digital PCRgenomic RNAmultiplex ddPCRreplication dynamicsSARS-CoV-2subgenomic RNA

Identifiers

PMID36468309
PMCPMC10319975
OpenAlexW4310710354

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.