Evidence map›Paper›PMID 40194910›Full record

ArticleJournal of medical virology2025

Rapid and Sensitive Digital Droplet PCR Assays for Detecting HPV16 DNA in Liquid Biopsies.

Suet Kee Loo, Jian Feng, Carly Reeder, Danny Azmi Elias, Zhongping Xu, Yufei Huang, Kevin J Contrera, Jose P Zevallos, Robert Ferris, Shou-Jiang Gao

Abstract read
In one paragraph

Article in Journal of medical virology, 2025. 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
–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

3 citing papers in PubMed.

  1. Circulating tumor HPV DNA versus PET-CT for surveillance in oropharyngeal squamous cell carcinoma: a systematic review and meta-analysis.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026
    Review
  2. Review
  3. Review
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

10 authors.

Suet Kee LooCancer Virology Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Jian FengCancer Virology Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Carly ReederUPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Danny Azmi EliasDepartment of Otolaryngology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Zhongping XuDepartment of Otolaryngology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Yufei HuangCancer Virology Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Kevin J ContreraUPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Jose P ZevallosUPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Robert FerrisUPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Shou-Jiang GaoCancer Virology Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.ORCID 0000-0001-6194-1742

Funding

VECTOR CORE FACILITYP30CA047904 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI CHRISTOPHER J. BAKKENIST · 1988 to 2026
$158.0M
Cell Model for KSHV Infection and Genetic ManipulationR01CA096512 · NCI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI Shou-Jiang Gao · 2003 to 2026
$7.4M
Regulation of KSHV replication by N6-methyladenosine (m6A) - Diversity SupplementR01CA124332 · NCI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI GAO, SHOU-JIANG · 2007 to 2025
$5.0M
Impact of microbiota on AIDS-Kaposi’s sarcoma development and therapyR01CA284554 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Shou-Jiang Gao · 2023 to 2026
$3.1M
Citrulline-urea cycle in KSHV cellular transformationR01CA278812 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Shou-Jiang Gao · 2023 to 2026
$2.1M
NCI NIH HHS P30 CA047904NCI NIH HHS R01 CA096512NCI NIH HHS R01 CA124332NCI NIH HHS R01 CA278812NCI NIH HHS R01 CA284554This study was supported by grants from the National Institutes of Health (CA096512, CA284554, CA278812 and CA124332 to S.-J. Gao), UPMC Hillman Cancer Center Startup Fund to S.-J. Gao, and in part by award P30CA047904.
6 · The paper itself

Abstract

The combination of cell-free DNA (cfDNA) and digital droplet PCR (ddPCR) has significantly advanced the noninvasive screening, diagnosis, and monitoring of diseases, enabling highly sensitive and absolute quantification of target nucleic acids even in the presence of high background DNA. However, widespread adoption of ddPCR is hindered by higher costs, extended processing times, and the requirement for cfDNA purification, which adds expense and variability. To address these limitations, we developed two optimized ddPCR-based assays tailored for enhanced sensitivity, cost-efficiency, and ease of use. Our highly sensitive ddPCR assay for human papilloma virus (HPV)16 DNA detection in purified cfDNA from liquid biopsies from head and neck cancer patients significantly improved sensitivity by increasing cfDNA concentration by 8.5-fold, sample volume loading by 22-fold, and total cfDNA amount tested by 1200-fold without the need for restriction enzyme digestion. In parallel, we established a rapid ddPCR assay using unpurified cfDNA processed by heat treatment and centrifugation, achieving detection concordance rates of 55.6%, 66.7%, and 95.8% for plasma, serum, and surgical drain fluid (SDF), respectively, compared to purified cfDNA. Together, these complementary workflows, one optimized for unpurified cfDNA and the other for purified cfDNA, make ddPCR detection of specific targets in cfDNA more cost-effective, time-efficient, and standardizable across laboratories, paving the way for broader adoption in clinical diagnostics.

Indexed as

DNA, ViralHuman papillomavirus 16Papillomavirus InfectionsPolymerase Chain ReactionCell-Free Nucleic AcidsHead and Neck NeoplasmsHumansLiquid BiopsySensitivity and SpecificityCell-Free Nucleic AcidsDNA, ViralddPCRdigital PCR assaydirect detectionHPV16 detectionliquid biopsiesrapid and sensitive assay

Identifiers

PMID40194910
PMCPMC11683180

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.