| Literature DB >> 28541661 |
Claudia Kolm1,2, Roland Martzy1,2, Kurt Brunner1, Robert L Mach3, Rudolf Krska4, Georg Heinze5, Regina Sommer6,2, Georg H Reischer1,3, Andreas H Farnleitner3,7,2.
Abstract
We report a novel molecular assay, based on helicase-dependent amplification (HDA), for the detection of enterococci as markers for fecal pollution in water. This isothermal assay targets the same Enterococcus 23S rRNA gene region as the existing quantitative polymerase chain reaction (qPCR) assays of U.S. Environmental Protection Agency Methods 1611 and 1609 but can be entirely performed on a simple heating block. The developed Enterococcus HDA assay successfully discriminated 15 enterococcal from 15 non-enterococcal reference strains and reliably detected 48 environmental isolates of enterococci. The limit of detection was 25 target copies per reaction, only 3 times higher than that of qPCR. The applicability of the assay was tested on 30 environmental water sample DNA extracts, simulating a gradient of fecal pollution. Despite the isothermal nature of the reaction, the HDA results were consistent with those of the qPCR reference. Given this performance, we conclude that the developed Enterococcus HDA assay has great potential as a qualitative molecular screening method for resource-limited settings when combined with compatible up- and downstream processes. This amplification strategy can pave the way for developing a new generation of rapid, low-cost, and field-deployable molecular diagnostic tools for water quality monitoring.Entities:
Mesh:
Year: 2017 PMID: 28541661 PMCID: PMC5573901 DOI: 10.1021/acs.est.7b01074
Source DB: PubMed Journal: Environ Sci Technol ISSN: 0013-936X Impact factor: 9.028
Figure 1Visionary concept of an analytical procedure for water quality testing in which HDA amplification is used for the molecular detection of enterococci in water. Step 1 consists of sample preparation and DNA extraction. Step 2 consists of HDA amplification (focus of this study, development and evaluation). Step 3 consists of detection and readout of results.
Sensitivities and Specificities of HDA and qPCR Evaluated on 15 Enterococcal (target strains) and 15 Non-Enterococcal (nontarget) Reference Strains, Each Tested at Three Different Concentrations (1 ng, 10 pg, and 0.1 pg of DNA per reaction)a
| HDA | qPCR | |||||
|---|---|---|---|---|---|---|
| 1 ng | 10 pg | 0.1 pg | 1 ng | 10 pg | 0.1 pg | |
| Target Strains | ||||||
| 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 1/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | |
| Sensitivity | 100% | 100% | 87% | 100% | 100% | 100% |
| Nontarget Strains | ||||||
| 0/3 | 0/3 | 0/3 | 3/3 | 0/3 | 1/3 | |
| 2/3 | 0/3 | 0/3 | 3/3 | 0/3 | 0/3 | |
| 3/3 | 0/3 | 0/3 | 3/3 | 1/3 | 1/3 | |
| 0/3 | 0/3 | 0/3 | 3/3 | 1/3 | 0/3 | |
| 0/3 | 0/3 | 0/3 | 3/3 | 1/3 | 0/3 | |
| 3/3 | 3/3 | 0/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 0/3 | 0/3 | 3/3 | 3/3 | 3/3 | |
| 3/3 | 0/3 | 0/3 | 3/3 | 3/3 | 3/3 | |
| 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | |
| 3/3 | 1/3 | 0/3 | 3/3 | 1/3 | 0/3 | |
| 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | |
| 2/3 | 0/3 | 0/3 | 3/3 | 0/3 | 0/3 | |
| 0/3 | 0/3 | 0/3 | 2/3 | 0/3 | 0/3 | |
| 0/3 | 0/3 | 0/3 | 2/3 | 0/3 | 0/3 | |
| 0/3 | 0/3 | 0/3 | 1/3 | 0/3 | 0/3 | |
| Specificity | 58% | 91% | 100% | 22% | 71% | 76% |
The results are given as the number of positive reactions from triplicate analysis and in the calculated sensitivity and specificity percentages. Results of qPCR were scored negative when the ct value was undetermined or <1 copy was detected.
The analyzed concentrations of 1 ng, 10 pg, and 0.1 pg of DNA are equivalent to approximately 106, 104, and 102 DNA target copies per reaction, respectively, for En. faecalis, with a genome size of 3.22 million bp.[55] These DNA copy numbers correspond to 2.5 × 105, 2.5 × 103, and 2.5 × 10 En. faecalis cells per reaction, respectively, considering that, in this species, there are four 23S rRNA gene copies per genome.[56] Because the genome size and the 23S rRNA operon number are not known for all species used in this study, DNA concentrations are reported in nanograms rather than in genome equivalents.
Also known as En. solitarius.
Assay sensitivity (%) = 100 × (true positives)/(true positives + false negatives).
Assay specificity (%) = 100 × (true negatives)/(true negatives + false positives).
qPCR data have also been used as a cross-comparison by Martzy et al.[57]
Figure 2Limits of detection (LOD95%). (A) Raw data from the analysis of a dilution series of En. faecalis genomic DNA that served as the input for statistical calculations. (B) Logistic regression model used to determine the LOD95%, which is indicated by filled symbols on the horizontal line.
Analysis of a Set of 30 Environmental Water Sample DNA Extracts with and without a History of Fecal Pollutiona
| DNA extract sample | HDA | qPCR | mean copy number
± standard deviation determined
by qPCR |
|---|---|---|---|
| Spring/Groundwater Samples (unpolluted) | |||
| GW1 | 0/3 | 0/3 | undetermined |
| GW2 | 0/3 | 0/3 | undetermined |
| GW3 | 0/3 | 0/3 | undetermined |
| GW4 | 0/3 | 0/3 | undetermined |
| GW5 | 0/3 | 0/3 | undetermined |
| SW1 | 0/3 | 0/3 | undetermined |
| SW2 | 0/3 | 0/3 | undetermined |
| SW3 | 0/3 | 0/3 | undetermined |
| SW4 | 0/3 | 0/3 | undetermined |
| SW5 | 0/3 | 0/3 | undetermined |
| Surface Water/Polluted Spring Water Samples (moderately polluted) | |||
| JDS1 | 0/3 | 0/3 | undetermined |
| JDS2 | 1/3 | 3/3 | 6 ± 2 |
| JDS3 | 3/3 | 3/3 | 29 ± 4 |
| JDS4 | 3/3 | 3/3 | 37 ± 9 |
| JDS5 | 2/3 | 3/3 | 19 ± 5 |
| SFW1 | 0/3 | 0/3 | undetermined |
| SFW2 | 3/3 | 3/3 | 156 ± 16 |
| SFW3 | 3/3 | 3/3 | 71 ± 10 |
| SFW4 | 0/3 | 0/3 | undetermined |
| SFW5 | 3/3 | 3/3 | 12 ± 6 |
| Wastewater Samples (highly polluted) | |||
| WWTP1 effluent | 3/3 | 3/3 | 10666 ± 730 |
| WWTP2 effluent | 3/3 | 3/3 | 3369 ± 510 |
| WWTP3 effluent | 3/3 | 3/3 | 1541 ± 172 |
| WWTP4 effluent | 3/3 | 3/3 | 2531 ± 207 |
| WWTP5 effluent | 3/3 | 3/3 | 5803 ± 580 |
| WWTP1 influent | 3/3 | 3/3 | 53085 ± 581 |
| WWTP2 influent | 3/3 | 3/3 | 45690 ± 4073 |
| WWTP3 influent | 3/3 | 3/3 | 41370 ± 1147 |
| WWTP4 influent | 3/3 | 3/3 | 138544 ± 9201 |
| WWTP5 influent | 3/3 | 3/3 | 37803 ± 3354 |
All DNA extracts were measured with HDA and qPCR in parallel. The results of both methods are indicated as the number of positives in triplicate analysis. Results of qPCR were scored negative when the ct value was undetermined or <1 copy was detected. Abbreviations: GW, groundwater; SW, spring water; JDS, Joint Danube Survey; SFW, surface water; WWTP, wastewater treatment plant.
qPCR data have also been used as a cross-comparison by Martzy et al.[57]