Evidence map›Paper›PMID 41719263›Full record

ArticlePloS one2026

Development of a multiplex ddPCR assay for simultaneous absolute quantification of bacterial, fungal, and human DNA.

Guohong Huang, Torrey L Gallagher, Gregory J Tsongalis, Joel A Lefferts

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Guohong HuangDepartment of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire, United States of America.ORCID https://orcid.org/0009-0005-7509-2207
Torrey L GallagherDepartment of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire, United States of America.
Gregory J TsongalisDepartment of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire, United States of America.
Joel A LeffertsDepartment of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Molecular methods in clinical and research applications frequently encounter complex mixtures of human and microbial DNA, sometimes alongside environmental or reagent contaminants. In metagenomic studies, the presence of host contamination poses a significant challenge, reducing the assay sensitivity of microbial detection and characterization. Different host-depletion and microbial enrichment platforms have been developed to reduce or eliminate host DNA in samples predominantly composed of human DNA. To establish an effective method to assess the efficacy of host DNA depletion or microbial enrichment platforms, this study aimed to develop a multiplex, broad-range 16S/18S ribosomal DNA droplet digital PCR (rDNA ddPCR) assay capable of simultaneously quantifying bacterial and fungal DNA, along with a human housekeeping gene, RPP30 (Ribonuclease P/MRP Subunit P30). Genomic DNA from key representatives of Gram-positive bacteria, Gram-negative bacteria, and fungi was tested in broad-range 16S/18S rDNA duplex (16S/RPP30 or 18S/RPP30) and triplex (16S/18S/RPP30) ddPCR assays to determine optimal assay conditions, specificity, and sensitivity. This assay demonstrated high sensitivity, specificity, and reproducibility, with detection limits of approximately 3 copies/µL for the 16S target (0.5 pg Staphylococcus aureus gDNA) and 1-2 copies/µL for the 18S target (16 fg of Candida albicans gDNA) in both duplex and triplex formats. Within a defined range, a linear relationship was observed between microbial DNA input and 16S/18S rDNA copy number by ddPCR. Furthermore, different commercial ddPCR master mixes had contrasting effects on the amplitudes of positive 16S/18S droplet clusters. As a proof of concept for the assay's utility in metagenomic studies, we demonstrated that one extraction kit achieved more efficient depletion of human DNA and better enrichment of microbial DNA. In summary, we developed a multiplex, broad-range 16S/18S ddPCR assay with high sensitivity and specificity, which holds promise as a QA/QC (Quality Assurance/Quality Control) platform in metagenomic studies and other research settings.

Indexed as

DNA, BacterialDNA, FungalMultiplex Polymerase Chain ReactionDNA, RibosomalHumansRNA, Ribosomal, 16SRNA, Ribosomal, 18SSensitivity and SpecificityDNA, BacterialDNA, FungalDNA, RibosomalRNA, Ribosomal, 16SRNA, Ribosomal, 18S

Identifiers

PMID41719263
PMCPMC12923063

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LicenceCC BY
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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.