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

**Authors:** Guohong Huang, Torrey L. Gallagher, Gregory J. Tsongalis, Joel A. Lefferts

PMC · DOI: 10.1371/journal.pone.0341560 · PLOS One · 2026-02-20

## TL;DR

This paper introduces a new ddPCR assay that can simultaneously measure bacterial, fungal, and human DNA with high accuracy, useful for metagenomic studies.

## Contribution

A novel multiplex ddPCR assay is developed for absolute quantification of bacterial, fungal, and human DNA in a single test.

## Key findings

- The assay detected as few as 3 copies/µL of bacterial DNA and 1–2 copies/µL of fungal DNA.
- The assay showed a linear relationship between microbial DNA input and rDNA copy number.
- Commercial ddPCR master mixes affected droplet cluster amplitudes differently.

## 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.

## Linked entities

- **Genes:** RPP30 (ribonuclease P/MRP subunit p30) [NCBI Gene 10556]
- **Species:** Staphylococcus aureus (taxon 1280), Candida albicans (taxon 5476)

## Full-text entities

- **Genes:** RPP30 (ribonuclease P/MRP subunit p30) [NCBI Gene 10556] {aka TSG15}, HHEX (hematopoietically expressed homeobox) [NCBI Gene 3087] {aka HEX, HMPH, HOX11L-PEN, PRH, PRHX}
- **Diseases:** infected (MESH:D007239), infectious disease (MESH:D003141), fungal (MESH:D009181), microbial infections (MESH:D015163), bacterial infection (MESH:D001424)
- **Chemicals:** EDTA (MESH:D004492), dUTP (MESH:C027078), betaine (MESH:D001622), FAM (MESH:C031179), 16S rDNA (-), PBS (MESH:D007854), DTT (MESH:D004229), water (MESH:D014867)
- **Species:** Homo sapiens (human, species) [taxon 9606], Pseudomonas aeruginosa (species) [taxon 287], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], Staphylococcus aureus (species) [taxon 1280], Escherichia coli (E. coli, species) [taxon 562], Candida albicans (species) [taxon 5476], Phelipanche sp. Sanchez Pedraja 12499 (species) [taxon 517207]
- **Cell lines:** ATCC # 9027D-5 — Homo sapiens (Human), Finite cell line (CVCL_LK64), ATCC # 14053D-5 — Homo sapiens (Human), Ataxia telangiectasia syndrome, Transformed cell line (CVCL_1M44)

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12923063/full.md

## References

84 references — full list in the complete paper: https://tomesphere.com/paper/PMC12923063/full.md

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Source: https://tomesphere.com/paper/PMC12923063