Evaluation of the repeatability and reproducibility of a suite of qPCR-based microbial source tracking methods

Darcy L. Ebentier, Kaitlyn T. Hanley, Yiping Cao, Brian D. Badgley, Alexandria B. Boehm, Jared S. Ervin, Kelly D. Goodwin, Michèle Gourmelon, John F. Griffith, Patricia A. Holden, Catherine A. Kelty, Solen Lozach, Charles McGee, Lindsay A. Peed, Meredith Raith, Hodon Ryu, Michael J. Sadowsky, Elizabeth A. Scott, Jorge Santo Domingo, Alexander SchriewerChristopher D. Sinigalliano, Orin C. Shanks, Laurie C. Van De Werfhorst, Dan Wang, Stefan Wuertz, Jennifer A. Jay*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

58 Citations (Scopus)

Abstract

Many PCR-based methods for microbial source tracking (MST) have been developed and validated within individual research laboratories. Inter-laboratory validation of these methods, however, has been minimal, and the effects of protocol standardization regimes have not been thoroughly evaluated. Knowledge of factors influencing PCR in different laboratories is vital to future technology transfer for use of MST methods as a tool for water quality management. In this study, a blinded set of 64 filters (containing 32 duplicate samples generated from 12 composite fecal sources) were analyzed by three to five core laboratories with a suite of PCR-based methods utilizing standardized reagents and protocols. Repeatability (intra-laboratory variability) and reproducibility (inter-laboratory variability) of observed results were assessed. When standardized methodologies were used, intra- and inter-laboratory %CVs were generally low (median %CV 0.1-3.3% and 1.9-7.1%, respectively) and comparable to those observed in similar inter-laboratory validation studies performed on other methods of quantifying fecal indicator bacteria (FIB) in environmental samples. ANOVA of %CV values found three human-associated methods (BsteriF1, BacHum, and HF183Taqman) to be similarly reproducible (p>0.05) and significantly more reproducible (p<0.05) than HumM2. This was attributed to the increased variability associated with low target concentrations detected by HumM2 (approximately 1-2 log10copies/filter lower) compared to other human-associated methods. Cow-associated methods (BacCow and CowM2) were similarly reproducible (p>0.05). When using standardized protocols, variance component analysis indicated sample type (fecal source and concentration) to be the major contributor to total variability with that from replicate filters and inter-laboratory analysis to be within the same order of magnitude but larger than inherent intra-laboratory variability. However, when reagents and protocols were not standardized, inter-laboratory %CV generally increased with a corresponding decline in reproducibility. Overall, these findings verify the repeatability and reproducibility of these MST methods and highlight the need for standardization of protocols and consumables prior to implementation of larger scale MST studies involving multiple laboratories.

Original languageEnglish
Pages (from-to)6839-6848
Number of pages10
JournalWater Research
Volume47
Issue number18
DOIs
Publication statusPublished - Nov 15 2013
Externally publishedYes

ASJC Scopus Subject Areas

  • Environmental Engineering
  • Civil and Structural Engineering
  • Ecological Modelling
  • Water Science and Technology
  • Waste Management and Disposal
  • Pollution

Keywords

  • Fecal pollution
  • Microbial source tracking
  • QPCR
  • Repeatability
  • Reproducibility

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