Optimization of a high-throughput nanofluidic real-time PCR to detect and quantify of 15 bacterial species and 92 Streptococcus pneumoniae serotypes

Sci Rep. 2023 Mar 21;13(1):4588. doi: 10.1038/s41598-023-31820-4.

Abstract

Sensitive tools for detecting concurrent colonizing pneumococcal serotypes are needed for detailed evaluation of the direct and indirect impact of routine pneumococcal conjugate vaccine (PCV) immunization. A high-throughput quantitative nanofluidic real-time PCR (Standard BioTools 'Fluidigm') reaction-set was developed to detect and quantify 92 pneumococcal serotypes in archived clinical samples. Nasopharyngeal swabs collected in 2009-2011 from South African children ≤ 5 years-old, previously serotyped with standard culture-based methods were used for comparison. The reaction-set within the 'Fluidigm' effectively amplified all targets with high efficiency (90-110%), reproducibility (R2 ≥ 0.98), and at low limit-of-detection (< 102 CFU/ml). A blind analysis of 1 973 nasopharyngeal swab samples showed diagnostic sensitivity > 80% and specificity > 95% compared with the referent standard, culture based Quellung method. The qPCR method was able to serotype pneumococcal types with good discrimination compared with Quellung (ROC-AUC: > 0.73). The high-throughput nanofluidic real-time PCR method simultaneously detects 57 individual serotypes, and 35 serotypes within 16 serogroups in 96 samples (including controls), within a single qPCR run. This method can be used to evaluate the impact of current PCV formulations on vaccine-serotype and non-vaccine-serotype colonization, including detection of multiple concurrently colonizing serotypes. Our qPCR method can allow for monitoring of serotype-specific bacterial load, as well as emergence or ongoing transmission of minor or co-colonizing serotypes that may have invasive disease potential.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Carrier State / microbiology
  • Child
  • Child, Preschool
  • Humans
  • Infant
  • Nasopharynx / microbiology
  • Pneumococcal Infections* / diagnosis
  • Pneumococcal Infections* / prevention & control
  • Pneumococcal Vaccines
  • Real-Time Polymerase Chain Reaction / methods
  • Reproducibility of Results
  • Serogroup
  • Serotyping / methods
  • Streptococcus pneumoniae* / genetics
  • Vaccines, Conjugate

Substances

  • Pneumococcal Vaccines
  • Vaccines, Conjugate