Comparison of droplet digital PCR and quantitative PCR
for the detection of Salmonella and its application for
river sediments
Gulshan Singh, Ayanda Sithebe, Abimbola M. Enitan, Sheena Kumari,
Faizal Bux and Thor Axel Stenström
ABSTRACT
Despite advances in microbial detection that quantitative polymerase chain reaction (qPCR) has led
to, complex environmental samples, such as sediments, remain a challenge due to presence of PCR
inhibitors. Aquatic sediments accumulate particle-bound microbial contaminants and thereby reflect
a cumulative microbial load over time. The relatively new droplet digital PCR (ddPCR) has emerged as
a direct quantitative method, highly tolerant to PCR inhibitors and relinquishing the necessity for
calibration/standard curves. Information is virtually absent where ddPCR has been applied to detect
pathogenic organisms in aquatic sediments. This study compared the efficacy of ddPCR with qPCR,
for quantification of Salmonella in sediments from the Palmiet River near an informal settlement in
Durban, South Africa. ddPCR significantly improved both analytical sensitivity and detection of low
concentrations of Salmonella as compared to qPCR. The expected copy numbers measured from
both qPCR and ddPCR showed good R
2
values (0.999 and 0.994, respectively). The site mostly
affected by the informal settlements exhibited Salmonella in the range of 255 ± 37 and 818 ± 30
Salmonella/g ( p 0.0001) in qPCR and ddPCR, respectively. The improved detection of Salmonella in
sediments with ddPCR makes it a promising technical method for the quantification of Salmonella in
multifarious environmental samples.
Gulshan Singh (corresponding author)
Ayanda Sithebe
Abimbola M. Enitan
Sheena Kumari
Faizal Bux
Thor Axel Stenström
SARChI Chair, Institute for Water and Wastewater
Technology (IWWT),
Durban University of Technology,
P.O. Box 1334,
Durban 4000,
South Africa
E-mail: GulshanS@dut.ac.za
Key words | ddPCR, qPCR, Salmonella, sediments
INTRODUCTION
Pathogenic bacteria can survive longer in aquatic sediments
than in the overlying water column (Luna et al. ; Vignar-
oli et al. ) and will represent the particle-associated
fraction, accumulating over time. The occurrence and
quantification of human pathogenic bacteria in environ-
mental regimes, like surface water or bottom sediments,
still to a large extent rely on quantification on selective
media or enrichment. The direct quantification of specific
target genes, representing the pathogen in question with
quantitative polymerase chain reaction (qPCR) has, how-
ever, progressively been accepted as the gold standard and
been applied for the detection and quantification of patho-
gens in water environmental samples (Li & Chen ;
Singh et al. ). In general, qPCR has several advantages
as compared to classical bacteriological cultivation methods
and identification schemes, in terms of speed, detection
limit, potential for automation, and cost.
The application of qPCR in sediment samples is a chal-
lenge mainly due to the presence of PCR inhibitory
substances. Even a small quantity of PCR inhibitors can
delay the C
q
(threshold cycles) of complex samples in
qPCR, causing erroneously low estimates of the template
505 © IWA Publishing 2017 Journal of Water and Health | 15.4 | 2017
doi: 10.2166/wh.2017.259
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