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Updated: May 5, 2026

Multiplex Detection of Bacteria in Complex Clinical and Environmental Samples using Oligonucleotide-coupled Fluorescent Microspheres
Published on: October 23, 2011
Cross-kingdom pathogen detection via duplex universal PCR and high-resolution melt
Pei-Wei Lee1, Marissa Totten2, Amelia Traylor1
1Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, United States.
Abstract:
Infectious diseases caused by pathogenic bacteria and fungi continuously pose a significant threat worldwide. The occurrence of polymicrobial infections, including polybacterial, polyfungal or bacteria-fungal co-infections further complicates diagnosis and treatment. Current diagnostic methods, heavily reliant on culture methods, are slow and often inefficient. This inefficiency underscores the urgent need for new diagnostic approaches that can swiftly identify a wide array of pathogens across both the bacterial and fungal kingdoms. In response to this need, our study introduces a duplex universal PCR and high-resolution melt (HRM) method that enables the detection of both bacterial and fungal pathogens within a single PCR-HRM procedure. This method uses two universal primer sets designed to target bacterial and fungal genomic DNA respectively, facilitating broad-range detection of 16 pathogens flagged by the World Health Organization (WHO). Moreover, this assay can be adapted in microfluidic-based digital reaction format and when analyzed via a one-versus-one support vector machine classifier achieved a detection accuracy exceeding 99.9%. This digital duplex PCR-HRM method has the capacity to quantitatively detect co-infections with varying pathogen ratios in simulated samples, demonstrating its versatility and multiplexed capacity. When applied to clinical bronchoalveolar lavage (BAL) samples, digital duplex PCR-HRM successfully identified both monomicrobial and polymicrobial infections. This development marks a significant advancement in the field of infectious disease diagnostics, offering a rapid, accurate, and comprehensive method for identifying a broad spectrum of bacterial and fungal pathogens, thus potentially improving patient management and outcomes.
Insights
A new duplex PCR-HRM method rapidly detects bacterial and fungal pathogens, including co-infections. This advanced diagnostic tool offers high accuracy for infectious disease identification.
Area of Science:
- Microbiology
- Molecular Diagnostics
- Infectious Diseases
Background:
- Polymicrobial infections, involving bacteria and fungi, present diagnostic and treatment challenges.
- Current culture-based methods for pathogen detection are slow and inefficient.
- There is a critical need for rapid, broad-spectrum diagnostic approaches for infectious agents.
Purpose of the Study:
- To develop a single, rapid diagnostic method for detecting both bacterial and fungal pathogens.
- To address the limitations of existing culture-based diagnostic techniques.
- To improve the identification of monomicrobial and polymicrobial infections.
Main Methods:
- A duplex universal PCR and high-resolution melt (HRM) assay was developed.
- The method utilizes two universal primer sets targeting bacterial and fungal genomic DNA.
- The assay was adapted to a microfluidic-based digital format with machine learning analysis.
Main Results:
- The duplex PCR-HRM method accurately detected 16 WHO-flagged pathogens.
- Digital duplex PCR-HRM achieved over 99.9% detection accuracy.
- The method quantitatively detected co-infections and identified pathogens in clinical bronchoalveolar lavage samples.
Conclusions:
- The digital duplex PCR-HRM assay is a rapid, accurate, and comprehensive diagnostic tool.
- This method significantly advances infectious disease diagnostics for bacterial and fungal pathogens.
- The technology holds potential for improved patient management and outcomes in polymicrobial infections.
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