key: cord-0789519-84sapktb
authors: Halili, Sara; Grant, Jessica R.; Pilotte, Nils; Gordon, Catherine A.; Williams, Steven A.
title: Development of a novel real-time polymerase chain reaction assay for the sensitive detection of Schistosoma japonicum in human stool
date: 2021-10-25
journal: PLoS Negl Trop Dis
DOI: 10.1371/journal.pntd.0009877
sha: ebce57c793181f6024e96003e7671c3538b40954
doc_id: 789519
cord_uid: 84sapktb

BACKGROUND: Elimination and control of Schistosoma japonicum, the most virulent of the schistosomiasis-causing blood flukes, requires the development of sensitive and specific diagnostic tools capable of providing an accurate measurement of the infection prevalence in endemic areas. Typically, detection of S. japonicum has occurred using the Kato-Katz technique, but this methodology, which requires skilled microscopists, has been shown to radically underestimate levels of infection. With the ever-improving capabilities of next-generation sequencing and bioinformatic analysis tools, identification of satellite sequences and other highly repetitive genomic elements for use as real-time PCR diagnostic targets is becoming increasingly common. Assays developed using these targets have the ability to improve the sensitivity and specificity of results for epidemiological studies that can in turn be used to inform mass drug administration and programmatic decision making. METHODOLOGY/PRINCIPAL FINDINGS: Utilizing Tandem Repeat Analyzer (TAREAN) and RepeatExplorer2, a cluster-based analysis of the S. japonicum genome was performed and a tandemly arranged genomic repeat, which we named SjTR1 (Schistosoma japonicum Tandem Repeat 1), was selected as the target for a real-time PCR diagnostic assay. Based on these analyses, a primer/probe set was designed and the assay was optimized. The resulting real-time PCR test was shown to reliably detect as little as 200 ag of S. japonicum genomic DNA and as little as 1 egg per gram of human stool. Based on these results, the index assay reported in this manuscript is more sensitive than previously published real-time PCR assays for the detection of S. japonicum. CONCLUSIONS/SIGNIFICANCE: The extremely sensitive and specific diagnostic assay described in this manuscript will facilitate the accurate detection of S. japonicum, particularly in regions with low levels of endemicity. This assay will be useful in providing data to inform programmatic decision makers, aiding disease control and elimination efforts.

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Schistosomiasis is a debilitating Neglected Tropical Disease (NTD) estimated to infect more than 230 million people worldwide. Of the blood flukes causing this disease, Schistosoma japonicum, which is endemic in China, Indonesia, Taiwan (zoophilic strain), and the Philippines, is the most virulent species [1] [2] [3] . S. japonicum is known to successfully infect 46 mammalian hosts [4] with each adult female schistosome producing approximately 1,000 eggs per day [5] . The deposition of S. japonicum eggs can result in the formation of tissue granulomas, in turn giving rise to a severe immune response that frequently leads to cognitive impairment, growth stunting, diarrhea, rectal bleeding and abdominal pain, with some people developing severe hepatosplenic disease [1, 6] .

While S. japonicum infection in both children and adults can be controlled through periodic administration of the preventive chemotherapeutic praziquantel [7] , until now S. japonicum has only been successfully eliminated from Japan [8] . S. japonicum's wide range of animal hosts make its elimination highly challenging [9] . This pathogen's complicated life cycle, involving the excretion of eggs into freshwater environments followed by further growth in Oncomelania hupensis, a freshwater snail that serves as an intermediate host [9] , results in the exposure of many reservoir hosts-such as bovines, rodents, goats, and dogs-to infection [10] [11] . Given these challenges, elimination will require accurate, efficient, and sensitive diagnostic tools that can be applied to screening humans, other definitive hosts, and snail vectors.

Typically, detection of S. japonicum eggs from human-derived stool samples has occurred using the quantitative, coprological Kato-Katz technique [12] [13] . However, this technique, which requires skilled microscopists, has been shown to have low reproducibility in determining egg counts [14] and to have poor sensitivity in low endemicity/infection intensity settings [15] . In contrast, molecular techniques such as real-time PCR can detect extremely limited concentrations of parasite-derived DNA, exhibiting greater sensitivity than microscopy-based approaches [16] . While a small number of S. japonicum-targeting real-time PCR diagnostic assays can be found in the literature, each assay has targeted comparatively low copy number sequences such as the mitochondrial NADH dehydrogenase I gene [17] , a putative DNA photo-lyase gene [18] , and the mitochondrial DNA 16S rRNA gene [19] . While these assays have exhibited greater sensitivity than microscopy-based techniques, targeting coding sequences inevitably raises concerns about target specificity as such genes frequently exhibit greater conservation among closely related species [20] . In contrast, non-coding tandemly repeated genomic regions make ideal real-time PCR targets, often providing high sensitivity and species-level specificity [20] [21] . Here we report the development of a highly sensitive, specific real-time PCR assay for the detection of S. japonicum in human stool by targeting an abundant, tandemly-repeated genomic DNA sequence, which we have named SjTR1 (Schistosoma japonicum Tandem Repeat 1) (GenBank:MW631938).

Informed written consent was received from all human participants in the study and ethical approval was provided by the Ethics Committee of the Research Institute of Tropical Medicine (RITM), Manila, and the Queensland Institute of Medical Research (QIMR) Human Research Ethics Committee (Approval Number: H0309-058 (P524)).

A library of raw, paired-end reads resulting from the next-generation sequencing of female S. japonicum-derived DNA (SRR6841388) was retrieved from the Sequence Read Archive at the National Center for Biotechnology Information (NCBI) website (www.ncbi.nlm.nih.gov). Following quality analysis using FASTQC, a random sampling of 500,000 sequences was analyzed using Tandem Repeat Analyzer (TAREAN) and RepeatExplorer2 software as implemented on the Galaxy-based web server [22] [23] [24] [25] [26] . The repetitive elements of the genome were characterized using a graph-based technique, which forms clusters of reads that demonstrate 90% or greater identity over 55% or greater of the longer sequence length. Clusters containing threshold-exceeding numbers of shared paired-end reads were then aligned to form superclusters, resulting in the identification of multiple, high-coverage consensus sequences [24] [25] [26] . From these genomic elements, the most repetitive sequence (SjTR1) was chosen as a putative real-time PCR assay target.

A set of forward and reverse primers and a probe (Table 1) were designed using PrimerQuest Tool software (Integrated DNA Technologies, Coralville, IA) to target the SjTR1 sequence ( Fig  1) . The primers and probes were analyzed with the Primer-Blast tool, available from the NCBI website (https://www.ncbi.nlm.nih.gov/tools/primer-blast/) to screen for possible off-target amplification sites. The probe was labeled with a 56-FAM fluorophore at the 5' end and was double quenched with ZEN and 3IABkFQ. -TGT CGT GCA CAA CCT TCT TC-3'   Reverse Primer  5'-ACA ACT CAT CAC CGC CAA TC-3'   Probe  5'-/56-FAM/ TGG CGA GAT / ZEN/ GTT GTG GGT GTA AGT / 3IABkFQ/-3 

Real-time PCR assay optimization experiments were performed as described in previous studies [26] using the StepOnePlus Real-Time PCR System (Thermofisher Scientific, Waltham, MA). Briefly, the optimal annealing/extension temperature for the assay was determined by testing a range of annealing temperatures from 52˚C to 62˚C. We initially tested six temperatures at 2˚C increments from 52˚C to 62˚C and then narrowed the range, testing six temperatures at 0.5˚C increments from 56.5˚C to 59˚C. The annealing temperature yielding the lowest Cq value was chosen. Optimal primer concentrations were determined using 7 μL reactions containing 3.5 μL of TaqPath ProAmp Master Mix (Thermofisher Scientific), and employing doubling dilutions of forward and reverse primers at concentrations ranging from 62.5 nM to 1000 nM in all possible combinations. The limit of detection was determined under optimized assay conditions by testing ten-fold serial dilutions of a S. japonicum genomic DNA stock with template masses ranging from 100 pg to 1 ag. Negative controls for all experiments were prepared using the same master mix without any template DNA added.

Specificity of the assay was assessed by testing against a variety of non-target DNA templates. All testing occurred in 7 μL reactions containing 3. Origins of samples are provided in S1 Table. Generation of plasmid control containing the assay target sequence SjTR1 qPCR forward and reverse primers were used to amplify the target sequence from genomic S. japonicum DNA using conventional PCR. The target sequence was size selected using agarose gel electrophoresis, purified from the gel using the Monarch Genomic DNA Purification Kit (New England Biolabs, Ipswich, MA), and cloned using the Zero Blunt TOPO PCR Cloning Kit (Invitrogen, Carlsbad, CA) as previously described [26] . The resulting plasmid was used to transform NEB Express Competent E. coli cells (New England Biolabs), which were plated on LBkanamycin plates and grown overnight at 37˚C. Following the selection of colonies, PCR and sequencing were performed to identify a plasmid containing a single copy of the assay's target sequence which was subsequently used as a positive control and to calculate the assay's efficiency.

To determine assay efficiency, the plasmid concentration was quantified using a Qubit 2.0 Fluorometer (Thermofisher Scientific), and serial dilutions were created resulting in stocks spanning 10-fold serial dilutions ranging from 100 pg/μL to 100 ag/μL. The number of plasmid copies was calculated for each dilution with 100 ag of S. japonicum DNA corresponding to 26 copies of the target sequence. The log of plasmid copies was plotted against the mean Cq resulting from the amplification of each concentration of plasmid (11 replicates per concentration) and the slope of the linear line was used to calculate the assay's efficiency.

A series of Lysing Matrix E tubes (MP Biomedicals, Santa Ana, CA) were prepared according to the manufacturer's recommendations. Three samples each of 1, 3 and 10 S. japonicum eggs were transferred to their respective Lysing Matrix E tubes. Using a sterile loop, 50 mg of naive stool (BioIVT, Westbury, NY) was then added to each tube, resulting in three samples containing 20, 60, and 200 eggs per gram (epg), respectively. Three samples were prepared for each concentration of eggs. Following preparation, all samples were homogenized for 40 seconds using the FastPrep-24 5G Instrument (MP Biomedicals) on a speed setting of 6, and DNA extraction was performed as described previously using the FastDNA Spin Kit for Soil (MP Biomedicals) [26] . To test the assay's ability to detect as little as 1 epg of stool, additional replicates were prepared by spiking a single egg into each of ten 1 g stool samples. The weight of the stool was measured using an accurate balance and the full 1 g of stool was extracted. For preparation of these samples, a smaller volume of sodium phosphate buffer (528 μL) was used to reserve room in the tube for the additional stool. These samples were homogenized for 80 seconds using the FastPrep Instrument on a speed setting of 6 and were then subjected to DNA extraction as described above.

To assess comparative performance, the sensitivity of our real-time PCR index assay was compared to that of previously published reference assays [17] [18] [19] . Testing was done using S. japonicum gDNA as template, as well as DNA extracted from human stool spiked with S. japonicum eggs. When conducting assays targeting SjTR1, the mitochondrial NADH dehydrogenase I [17] or putative DNA photo-lyase [18] genes, testing was performed in 7 μL reaction volumes containing 3.5 μL of TaqPath ProAmp Master Mix. When targeting the mitochondrial DNA 16S rRNA gene [19] , reactions were performed in 5 μL volumes containing 2.5 μL of PrimeTime Gene Expression Master Mix (Integrated DNA Technologies). Testing using all published assays utilized primer and probe concentrations and annealing temperatures described in the literature. Each assay was tested against 2 ng and 200 pg of gDNA template with five [17] [18] or three [19] replicates respectively run for each assay and each template mass. When testing against spiked stool samples, three reaction replicates were run for each assay.

A panel of 100 human stool samples collected from an S. japonicum endemic area in the Philippines, of which 38 were positive and 62 were negative based on Kato-Katz data, was used to validate the performance of our assay on clinical samples [28] . DNA from these samples was extracted using the FastDNA Spin Kit for Soil (MP Biomedicals). To evaluate the efficiency of each extraction, an internal control IAC plasmid (100 pg) was spiked into each extracted sample prior to the DNA binding step [29] . The recovery of the IAC plasmid was tested via realtime PCR in duplicate 7 uL reactions with 125 nM primer/probe concentrations and an annealing temperature of 59˚C. All samples with mean Cq values that were >3 standard deviations from the mean were re-extracted and re-tested. To assess the performance of our index assay in comparison to a published real-time PCR reference assay, we tested all samples using the published mitochondrial NADH dehydrogenase I gene-targeting assay [17] . This assay was chosen for comparison due to its performance during the spiking experiments described above. For both assays, samples that showed inconsistent amplification (amplifying in one of two replicates) as well as samples that had a standard deviation >3 between tested replicates underwent re-testing, again in duplicate, and retest results were reported. Each experiment was run for 40 cycles and a sample was considered positive if it had a Cq of 40 or less.

RepeatExplorer2 and TAREAN analyses resulted in 5.95% of the analyzed S. japonicum sequence reads mapping to putative satellite repeats yielding a total of 40 clusters and superclusters. From among the 24 clusters classified as "high confidence" satellites, the cluster comprising the highest proportion of the analyzed sequences (1.7%) was chosen as our assay target. The consensus sequence resulting from this cluster, SjTR1, had a length of 101 base pairs and contained no protein-coding domains. The primers and probe designed for the assay had a GC content of 50% and produced an amplicon of 80 nucleotides (Table 1 and Fig 1) .

Optimization reactions resulted in an ideal annealing/extension temperature of 59˚C (S2 Table) . Primer limiting reactions determined that primers performed optimally with the forward primer at a concentration of 62.5 nM and the reverse primer at a concentration of 500 nM (S3 Table) . Dilutions of genomic DNA showed the assay to be reliably sensitive at template masses as low as 200 ag (Tables 2 and S4 ). The assay did not amplify the DNA of any of the common gut parasites, S. mansoni, S. haematobium, the Mock Microbial Community, C. albicans, E. coli, or human DNA in the specificity panel. The assay did, however, amplify S. mekongi DNA (S5 Table) .

Using the size of the S. japonicum repeat-containing plasmid to estimate the number of target copies in successive 10-fold dilutions of the plasmid, a linear curve was constructed as described previously [26] . The slope of the line (-3.26) was used to calculate an assay efficiency of 102.7% with an amplification factor of 2. The R 2 value of the linear curve was 0.983 (Fig 2) . (Tables 3 and S8 ). Most notably, when testing 1 gram stool samples spiked with a single egg, the SjTR1-targeting assay 2. Assay efficiency. Ten-fold serial dilutions of the plasmid, ranging from 100 pg to 100 ag were prepared and the target copy number was estimated for each dilution (S6 Table) . The log of the target copy number was plotted against the mean Cq of 11 replicates for each respective dilution. The slope of the line was used to determine the efficiency of the assay. Error bars are included but due to the small standard deviations resulting from each concentration of plasmid DNA tested, they are not distinguishable at most points.

https://doi.org/10.1371/journal.pntd.0009877.g002 detected S. japonicum DNA in all tested samples, while the mitochondrial NADH dehydrogenase I gene target assay [17] detected DNA in only eight of the ten samples, with sporadic detection in four of these replicates. All other assays failed to detect DNA from any of the "one egg" samples (Tables 4 and S9 ). Ten negative controls were analyzed in parallel, containing 1 gram of naive stool and no S. japonicum eggs. No negative control samples were amplified by any of the assays.

A panel of 100 field collected samples from endemic areas in the Philippines were blindly tested, of which 38 were positive and 62 were negative based on Kato-Katz data [28] . Testing of our SjTR1 real-time PCR assay resulted in 59 positive samples and 41 negative samples (S10 Table) . On the other hand, testing using the NADH dehydrogenase I real-time PCR assay [17] resulted in 52 positive samples and 48 negative samples (S10 Table) . Seven of the SjTR1 positive samples were not detected by the NADH dehydrogenase I assay while all 41 negatives by the SjTR1 assay were not detected by the NADH dehydrogenase I assay [17] (S10 Table) . The same thirty-six of the thirty-eight Kato-Katz positive samples were amplified by both the SjTR1 and the NADH Dehydrogenase assays. The two unidentified Kato-Katz positive samples were not detected by any of the published real-time PCR assays discussed in this manuscript [17] [18] [19] . For the positive samples, the minimum, the median, the maximum, and the quartiles of mean Cq values are shown below for both assays (Fig 4) . Among the positive samples, the mean Cq difference between the two assays was 10 cycles lower for the SjTR1 assay compared to the NADH dehydrogenase I assay (S10 Table) .

Endemic in 3 provinces in Indonesia, 28 provinces in the Philippines, in Taiwan (zoophilic  strain) , and in China, where its infection levels exceed 10% in high-risk populations, the diagnosis of S. japonicum has typically occurred using the Kato-Katz technique, a method which has been shown to underestimate infection levels by up to 70% [3, 9, [30] [31] [32] . Immunological tests, like antigen detection tests and enzyme-linked immunosorbent assays (ELISA), are another possible avenue for diagnosis of S. japonicum. These tests, however, often lack specificity and sensitivity [33] [34] . Such detection methods may lead to insufficient intervention efforts, making the development of highly sensitive, specific molecular diagnostic tools imperative for the successful elimination of S. japonicum. Within target areas, preventive chemotherapy efforts through praziquantel mass drug administration as well as eligibility of different age groups for treatment is determined based on prevalence of infection as assessed via positive parasitological diagnosis [35] . Thus, for the Western Pacific Region and South-East Asia, the WHO regional priorities for the 2012-2020 period included maintenance of high and/or regular coverage of preventive chemotherapy in the Philippines and Lao People's Democratic Republic, intensification of preventive chemotherapy in Cambodia, China and Indonesia, and verification of status of elimination in Japan, Malaysia, Thailand, and India [35] . Of these areas, S. japonicum, whose elimination from its endemic areas is complicated by the presence of animal reservoir hosts, is endemic in the Philippines and China-the two countries with the highest proportion of people requiring treatment for schistosomiasis in the Western Pacific Region-and in Indonesia [9, 35] . Furthermore, to determine the success of these treatment efforts, sensitive and specific diagnostic tools are needed [9, [36] [37] .

The results reported here demonstrate that our repeat-targeting assay can reliably detect S. japonicum at concentrations as low as 1 egg per gram of human stool. Putting these results in Each concentration of eggs was tested using three biological replicates, and each replicate was analyzed by the SjTR1 context, S. japonicum infection intensity is defined by the World Health Organization as light (1-100 eggs per gram), moderate (101-400 eggs per gram), and heavy (more >400 eggs per gram) [38] . As such, this assay should greatly improve detection capabilities in areas of low infection intensity if used for determination of infection prevalence.

For the accurate estimation of parasite prevalence necessary to shape and guide mass treatment efforts, the specificity of a diagnostic method is also critical. Accordingly, one of our assay's main limitations is its ability to detect the closely related Asian schistosome, S. mekongi. However, the range of S. mekongi is believed to be limited to select areas along the Mekong River Basin within the Lao People's Democratic Republic and Cambodia [39] [40] . In addition, S. japonicum and S. mekongi are only thought to overlap in a limited region in Myanmar [41] . Thus, in this area of possible co-endemicity, a positive test result from our highly sensitive assay would need to be confirmed using methods allowing for the molecular differentiation of S. mekongi and S. japonicum [42] [43] . It is worth noting that our assay can reliably detect as little as 2 fg of S. mekongi gDNA, which provides evidence for the possible use of the SjTR1 assay for the detection of S. mekongi. The suitability of our assay for detection of S. mekongi in human stool as well as optimization of real-time PCR for differential detection of the two species will be explored in a future study. Further work will also test the SjTR1 assay against various S. japonicum and S. mekongi strains found in Asia. Although mass drug administration for all blood flukes causing schistosomiasis relies on the same drug, praziquantel, specificity of testing is nonetheless important for accurate surveillance of parasite endemicity and infection prevalence.

When compared to other published real-time PCR assays, testing of the SjTR1 real-time PCR assay described here demonstrated remarkable reductions in Cq values and therefore increased sensitivity. This suggests that the target of the assay, a putative tandem repeat, is more abundant in the S. japonicum genome than the target regions of the other qPCR assays tested. This provides additional support for improved analytical sensitivity via the use of satellite repeats instead of traditional targets such as ribosomal or mitochondrial DNA targets [20] [21] . Evidence of the increased clinical sensitivity for our assay compared to previously published assays is supported by the results of the spiking study in which the SjTR1 assay was the only real-time PCR assay capable of reliably detecting 1 egg per gram in all samples (Table 4) .

Providing further evidence of increased clinical sensitivity, our assay also showed superior performance when used to test field-collected clinical stool samples from an endemic area in the Philippines. Outperforming the most promising published real-time PCR assay through the detection of seven additional samples, our assay detected twenty-one samples more than the traditional Kato-Katz technique. We were not surprised to see that two Kato-Katz positive samples (containing 35 and 113.3 epg, respectively) were not detected by any of the four realtime PCR assays using various targets discussed in the study (S10 Table) . Given the known specificity challenges associated with the Kato-Katz technique and the lack of amplification by four sensitive real-time PCR assays, we strongly suspect that those two samples represent Kato-Katz false positive results. Our assay was able to detect parasite DNA in clinical samples with as few as 3 epg, providing evidence that sensitivity of our assay seems like an unlikely cause for these results. Furthermore, the internal control results give us confidence that the quality of the extraction did not interfere with the results. Nonetheless, these two samples comprise an important avenue for further exploration and will be examined using next generation DNA sequencing in a future study. For the positive samples, the mean Cq difference between our assay and the NADH dehydrogenase assay [17] was 10 cycles, providing additional evidence for our assay's superior sensitivity. Although these results provide strong evidence for the clinical utility of our assay, given S. japonicum's wide range of hosts, further validation of the assay on stool samples from different endemic areas as well as multiple animal hosts will be important.

Given the acknowledged shortcomings of current coproscopic and immunological methods employed for schistosome detection, improved diagnostic methods for S. japonicum are urgently needed. Due to increased need for HIV, and more recently COVID-19, real-time PCR testing, the availability of updated PCR testing labs in endemic countries has greatly increased, facilitating the use of cost-effective, real-time PCR assays for detection of numerous infectious agents. In fact, it has been shown that the cost of PCR is comparable to that of Kato-Katz with both double-slide Kato-Katz and duplicate PCR testing of a sample costing around 2 US dollars [44] [45] . In conclusion, this assay has the capacity to improve detection of S. japonicum, helping to guide programmatic decision-making efforts to control and eventually eliminate S. japonicum from endemic countries.

Supporting information S1 STARD Checklist. Checklist indicating where criteria for assessing potential study biases have been addressed. (DOCX) S1 

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We would like to thank Ms. Kareen Seignon, Susan Haynes, Dr. Samantha D. Torquato, and Dr. Lori Saunders for their assistance. Computational resources were provided by the CERIT-SC Center (LM2015085) and ELIXIR-CZ project (LM2015047), part of the international ELIXIR infrastructure. Genomic DNA from the Microbial Mock Community B (Staggered, High Concentration), v5.2H, for Whole Genome Shotgun Sequencing, HM-277D was obtained through BEI Resources, NIAID, NIH as part of the Human Microbiome Project. S. japonicum eggs were provided by the NIAID Schistosomiasis Resource Center of the Biomedical Research Institute (Rockville, MD) through NIH-NIAID contract HHSN2722010000051. We'd also like to thank Dr. Aidan Emery, Dr. Fiona Allan, and Ms. Muriel Rabone at SCAN, Schistosomiasis Collection at the Natural History Museum, which is part-funded by the Wellcome Trust (grant 104958/Z/14/Z), for providing us with S. japonicum, S. mansoni, and S. haematobium samples. Material provided via SCAN was originally collected between 1993 and 2015 and we acknowledge the support and generosity of our partners from the countries concerned. We would like to thank Dr. Poom Adisakwattana at Mahidol University, Salaya, Thailand for graciously providing us with S. mekongi worms and Dr. Thomas Nutman at the National Institutes of Health (Bethesda, MD) for providing us with T. solium and T. crassiceps.