Development of a multiplex real-time PCR assay for the simultaneous detection of four bacterial pathogens causing pneumonia.
Ho-Jae LimEun-Rim KangMin Young ParkBo Kyung KimMin Jin KimSun-Kyung JungKyoung Ho RohNackmoon SungJae-Hyun YangMin-Woo LeeSun-Hwa LeeYong-Jin YangPublished in: PloS one (2021)
Classification of clinical symptoms and diagnostic microbiology are essential to effectively employ antimicrobial therapy for lower respiratory tract infections (LRTIs) in a timely manner. Empirical antibiotic treatment without microbial identification hinders the selective use of narrow-spectrum antibiotics and effective patient treatment. Thus, the development of rapid and accurate diagnostic procedures that can be readily adopted by the clinic is necessary to minimize non-essential or excessive use of antibiotics and accelerate patient recovery from LRTI-induced damage. We developed and validated a multiplex real-time polymerase chain reaction (mRT-PCR) assay with good analytical performance and high specificity to simultaneously detect four bacterial pathogens causing pneumonia: Klebsiella pneumoniae, Pseudomonas aeruginosa, Staphylococcus aureus, and Moraxella catarrhalis. The analytical performance of mRT-PCR against target pathogens was evaluated by the limit of detection (LOD), specificity, and repeatability. Two hundred and ten clinical specimens from pneumonia patients were processed using an automatic nucleic acid extraction system for the "respiratory bacteria four" (RB4) mRT-PCR assay, and the results were directly compared to references from bacterial culture and/or Sanger sequencing. The RB4 mRT-PCR assay detected all target pathogens from sputum specimens with a coefficient of variation ranging from 0.29 to 1.71 and conservative LOD of DNA corresponding to 5 × 102 copies/reaction. The concordance of the assay with reference-positive specimens was 100%, and additional bacterial infections were detected from reference-negative specimens. Overall, the RB4 mRT-PCR assay showed a more rapid turnaround time and higher performance that those of reference assays. The RB4 mRT-PCR assay is a high-throughput and reliable tool that assists decision-making assessment and outperforms other standard methods. This tool supports patient management by considerably reducing the inappropriate use of antibiotics.
Keyphrases
- real time pcr
- high throughput
- staphylococcus aureus
- single cell
- pseudomonas aeruginosa
- respiratory tract
- klebsiella pneumoniae
- nucleic acid
- machine learning
- primary care
- multidrug resistant
- cystic fibrosis
- deep learning
- loop mediated isothermal amplification
- gram negative
- escherichia coli
- decision making
- intensive care unit
- body mass index
- oxidative stress
- ejection fraction
- antimicrobial resistance
- magnetic resonance imaging
- newly diagnosed
- chronic kidney disease
- replacement therapy
- computed tomography
- biofilm formation
- high glucose
- circulating tumor cells
- weight gain
- diabetic rats
- patient reported outcomes
- stress induced
- weight loss