1. Introduction
The aquaculture industry, particularly the shrimp sector, significantly contributes to global food security and economic development [
1,
2]. However, the industry faces substantial threats from various pathogens that can lead to severe diseases and substantial economic losses [
3,
4]. Among these,
Enterocytozoon hepatopenaei (EHP), infectious hypodermal and hematopoietic necrosis virus (IHHNV), and Decapod iridescent virus 1 (DIV1) frequently encounter and are particularly notorious for their impact on shrimp health and productivity [
5,
6,
7,
8,
9]. EHP is a pathogen that causes slow growth and reduced feed conversion efficiency in shrimp [
5,
10,
11]. IHHNV is a well-known pathogen that can result in stunted growth and increased susceptibility to other diseases [
6,
7,
12]. DIV1 is a newly identified virus that can cause systemic infection, leading to high mortality [
8,
9].
Rapid and accurate detection of these pathogens is crucial for the effective management and control of the diseases they cause [
13,
14,
15,
16,
17,
18]. Traditional diagnostic methods, such as histopathology and immunological assays, have limitations in terms of sensitivity, specificity, and the ability to detect multiple pathogens simultaneously. Molecular diagnostic techniques, particularly quantitative polymerase chain reaction (qPCR), have emerged as powerful tools for pathogen detection due to their high sensitivity and specificity [
17,
18,
19]. Among these, real-time PCR assays with melting curve analysis using fluorescent dyes such as Eva Green offer advantages in terms of simplicity and cost-effectiveness while also allowing for the simultaneous detection of multiple targets in a single reaction [
20,
21].
In this context, the development of a melting curve-based triple real-time PCR assay using Eva Green fluorescent dye represents a significant advancement in the field of shrimp pathogen detection. This assay has the potential to streamline the detection process, enabling the simultaneous detection of EHP, IHHNV, and DIV1 with high specificity, sensitivity, and reproducibility. The present study aimed to validate the performance of this novel assay by analyzing clinical shrimp samples from various provinces in China and comparing the results with those obtained from the established TaqMan qPCR assay. The findings of this study are expected to contribute to the improvement of disease surveillance and control strategies in shrimp aquaculture, thereby enhancing the sustainability and productivity of this vital industry.
2. Materials and Methods
2.1. Samples and Nucleic Acids
All 190 clinical shrimp samples in this study were collected from Shandong, Jiangsu, Sichuan, Guangdong, and Hainan provinces in China. The positive nucleic acids for EHP, IHHNV, and DIV1, which were used for the establishment of the detection method, as well as the positive nucleic acids for white spot syndrome virus (WSSV), acute hepatopancreatic necrosis disease-causing Vibrio parahaemolyticus (VpAHPND), infectious precocity virus (IPV), infectious myonecrosis virus (IMNV), yellow head virus genotype 8 (YHV-8), covert mortality nodavirus (CMNV), and Macrobrachium rosenbergii Golda virus (MrGV), which were used to assess the specificity of the detection method, were all obtained from shrimp samples collected by our laboratory in recent years.
2.2. Design of Primers
The primers were designed for the conserved regions of the three pathogens based on the spore wall protein 1 (SWP) gene sequence of EHP (GenBank accession No. KX258197.1), the parvovirus non-structural protein (NS1) gene sequence of IHHNV (GenBank accession No. JN616415.1), and the major capsid protein (MCP) gene sequence of DIV1 (GenBank accession No. KY681039.1). The primer design was performed using primer-BLAST (
https://www.ncbi.nlm.nih.gov/tools/primer-blast/, accessed on 20 March 2022). The specificity of each primer set was assessed using the online BLAST tool (
https://blast.ncbi.nlm.nih.gov/Blast.cgi?PROGRAM=blastn&PAGE_TYPE=BlastSearch&LINK_LOC=blasthome, accessed on 20 March 2022) to prevent cross-reactivity with non-target genes. The OligoAnalyzer™ tool was employed to analyze potential interactions among the three sets of primers (
https://sg.idtdna.com/pages/tools/oligoanalyzer accessed on 21 March 2022). The tool was utilized to evaluate the propensity of individual sequences to form hairpin or dimer structures, as well as the potential for dimer formation between multiple sequences. A minimum of ten primer pairs were designed for each pathogen to facilitate subsequent selection. The refined primer designs were then synthesized by Sangon Biotech (Shanghai, China) Co., Ltd.
2.3. Construction of the Standard Plasmids
Three primer pairs, previously screened for specificity, were utilized to perform conventional PCR amplification to construct standard templates corresponding to the target sequences. The amplified products were resolved on a 1% agarose gel, and the resultant fragments were recovered using a gel extraction kit. These fragments were then ligated into the pUC-57 vector and transformed into competent cells. Positive clones were screened, and plasmids were extracted and sent to Beijing Tsingke Biotech (Beijing, China) Co., Ltd. for sequencing. The concentration of the recombinant plasmids (named pUC57-EHP, pUC57-IHHNV, and pUC57-DIV1, respectively) was determined using a NanoDrop 2000c spectrophotometer, with the procedure repeated three times to calculate an average concentration, which was then converted to copy numbers. The plasmid copy number was adjusted to 1010 copies/µL with ultrapure water and serially diluted to a range of 1010 to 100 copies/µL.
2.4. Optimization of the Triple Eva Green Real-Time PCR Assay
All real-time PCR experiments were performed using the CFX96 system (Bio-Rad, Hercules, CA, USA). The optimal conditions were determined by altering the concentration of Mg2+ (1.5 mM, 2.0 mM, 2.5 mM, or 3 mM), each primer (0.3 μM, 0.4 μM, 0.5 μM, or 0.6 μM), and the annealing temperature (56–66 °C). Three parallel reactions were made for each condition by comparing the mean and standard deviation of the Ct values.
The real-time PCR systems contained: 0.1 μL 5 U/μL Accurate Taq HS DNA Polymerase (Accurate Biotechnology, Changsha, China), 2 μL 10× Taq PCR Buffer (Mg2+-free), 1 μL 50 mM MgCl2 Solution, 1.6 μL 12.5× dN(U)TP Mix, 0.2 μL 2 U/μL UNG enzyme, 1 μL 20× Eva Green® Dye (Biotium, Fremont, CA, USA), 0.8 μL 10 μM each forward and reverse primer, 1 μL nucleic acid sample, and ddH2O to a final volume of 20 μL.
The following amplified parameters were obtained: an initial hold at 25 °C for 10 min, followed by a denaturation step at 95 °C for 2 min; this was succeeded by 40 cycles of 95 °C for 10 s and t °C (t = 56 °C, 58 °C, 60 °C, 62 °C, 64 °C, and 66 °C) for 20 s. The melting curve analysis was programmed to start with a hold at 95 °C for 15 s, followed by annealing at 64 °C for 1 min. Fluorescence data were collected starting at 68 °C and continued up to 90 °C to generate the melting curve.
2.5. Construction of Standard Curves
The optimized Eva Green real-time system was evaluated using a tenfold serial dilution of pUC57-EHP, pUC57-IHHNV, and pUC57-DIV1 plasmids, ranging from 1 × 1010 to 1 × 100 copies/µL, along with a negative control. Each concentration was tested in triplicate. The standard curves were established by plotting the threshold cycle (Ct) values (y-axis) against the log of the initial DNA template concentrations (x-axis) using Bio-Rad CFX Maestro software (version 2.0).
2.6. Specificity Analysis
To assess the analytical specificity (ASp) of the triple Eva Green real-time PCR detection method, the DNA extracted from Penaeus vannamei samples infected with WSSV, VpAHPND, IMNV, or CMNV; the cDNA synthesized using RNA from Macrobrachium rosenbergii samples infected with IPV, YHV-8, or MrGV; and the mixed seven types of pathogenic nucleic acids aforementioned were used as templates. Additionally, nucleic acid positives of EHP, IHHNV, and DIV1 were employed as positive control templates, total DNA from healthy P. vannamei was used as the negative control template, and nuclease-free water was used as the blank control template. Each template was tested in triplicate reactions.
2.7. Sensitivity Analysis
Plasmids pUC57-EHP, pUC57-IHHNV, and pUC57-DIV1, with concentrations ranging from 1 × 107 to 1 × 100 copies/µL, were prepared and utilized as templates to evaluate the analytical sensitivity (ASe) of the triple Eva Green real-time PCR detection method for each virus. The lowest detectable template copy number was determined based on the lower limit of fluorescence signal detection achievable by the instrument.
2.8. Repeatability Analysis
Different concentration gradients of the pUC57-EHP plasmid (1 × 109 to 1 × 102 copies/µL), pUC57-IHHNV plasmid (1 × 109 to 1 × 102 copies/µL), and pUC57-DIV1 plasmid (1 × 109 to 1 × 102 copies/µL) were selected as templates for the intra-assay and inter-assay repeatability experiments, with three replicates set for each concentration gradient. Intra-assay repeatability was assessed by repeating each concentration three times within the same batch of the triple Eva Green real-time PCR system, while inter-assay repeatability was evaluated by conducting the experiments on three different occasions for each concentration. The coefficient of variation (CV) was used to assess the repeatability of the triple Eva Green real-time quantitative PCR, defined as the percentage of the standard deviation of the Ct values obtained from repeated amplifications of each plasmid concentration gradient to the average Ct value.
The optimized triple real-time fluorescent quantitative PCR system and conditions were applied to the amplification with a Bio-Rad CFX96 real-time PCR system. Upon completion, Microsoft Excel was utilized for statistical analysis of the Ct values to analyze the repeatability of the triple Eva Green real-time fluorescent quantitative PCR method.
2.9. Detection of the Clinical Samples
The triple Eva Green real-time PCR detection method established in this study was applied to 190 shrimp samples collected from multiple provinces in China, including Shandong, Jiangsu, Sichuan, Guangdong, and Hainan. Concurrently, the detection of EHP was performed using the TaqMan qPCR method stipulated by Liu et al. [
22], the World Organisation for Animal Health (WOAH)-recommended TaqMan qPCR method for IHHNV [
23], and the Network of Aquaculture Centers in Asia-Pacific (NACA)-recommended TaqMan qPCR method for DIV1 established by Qiu et al. [
19] (
Table 1). The positivity rates of the two detection methodologies were compared.
4. Discussion
The results from the current study underscore the utility of the triple Eva Green real-time PCR assay as a robust diagnostic tool for the simultaneous detection of EHP, IHHNV, and DIV1 in shrimp. In this paper, three kinds of probe-based real-time PCR detection methods were used in comparison [
19,
22,
23]. The high concordance rate with the TaqMan qPCR assay, exhibiting 100% (
Table 7), attests to the assay’s accuracy and reliability.
The detection limit of the EHP TaqMan qPCR method is as low as 4 × 10
1 copies per reaction, 96 tests in <3 h [
22]. A sensitivity test revealed that the DIV1 TaqMan qPCR assay could detect DIV1 DNA as low as 1.2 copies/reaction [
19]. The IHHNV TaqMan qPCR assay has a detection limit of 10 copies [
23]. Gao et al. (2023) established a duplex PCR for the detection of EHP and IHHNV, and the detection limit of the duplex PCR could reach 1.5 × 10
2 copies for each pathogen [
24]. A multiplex reverse transcription (RT)-PCR assay for the simultaneous detection of six viruses in shrimp was developed; however, the detection limits were not shown [
25]. Liu et al. developed a multiplex PCR assay for the simultaneous detection of six viruses in shrimp in our laboratory [
26]. The detection limits were 10
2 copies for the detection of IHHNV, 10
3 copies for Taura syndrome virus (TSV), 10
4 copies for WSSV and hepatopancreatic parvovirus (HPV), and 10
5 copies for
Baculovirus penaei (BP) and IMNV [
26]. The present results indicated that the triple Eva Green real-time PCR assay could detect as few as 10
2 copies/reaction of EHP, IHHNV, and DIV1. Although this triple Eva Green real-time PCR assay is not more sensitive than the three singleplex TaqMan qPCR methods, it is on par with or even more sensitive than previously developed multiplex PCR methods. In addition, the triple Eva Green real-time PCR method can save more time/money than the single TaqMan qPCR methods and reduce the risk of aerosol contamination compared to conventional multiplex PCR detection methods because it does not require opening the lid to run the gel. More importantly, since the methodology relies on a melting curve, additional genetic markers for detecting other pathogens in shrimp can be integrated into the assay [
27].
The sensitivity of the triple Eva Green real-time PCR assay, as demonstrated by the detection of positive samples across a wide range of Ct values (15.24–36.68), suggests that the assay is capable of identifying infections at various stages, including early and low-level infections that might be missed by less sensitive methods. This is crucial for implementing effective disease control measures and preventing the spread of infections within and between shrimp farms.
The high specificity of the assay is evidenced by the absence of cross-reactivity with non-target shrimp pathogens and shrimp tissues. In China,
P. vannamei is the largest farmed penaeid shrimp species, which has been frequently affected by these three pathogens and some other pathogens [
28,
29]. In recent years, the impact of DIV1 on
M. rosenbergii has been increasing [
9]. The specificity of a sensitive detection method targeting three pathogens is essential to ensure the accuracy of the diagnostic results, especially when facing the challenge of coinfection with various pathogens in farmed shrimp. We were satisfied with the ASp of the triple method, which we assessed using nucleic acid positives of WSSV,
VpAHPND, IMNV, and CMNV from
P. vannamei samples, as well as IPV, YHV-8, and MrGV from
M. rosenbergii samples. Furthermore, we achieved 100% DSp and 100% DSe with 190 clinical samples. Despite these promising results, a more rigorous assessment would require evaluating a wider range of host and pathogen samples.
The observed high positive rates of EHP, IHHNV, and DIV1 in the clinical samples from various provinces in this study might be attributed to the sampling strategy specifically targeting diseased samples. The detection of co-infections, as indicated by the presence of EHP and IHHNV in the same samples, highlights the complexity of disease dynamics in shrimp populations and the necessity for comprehensive diagnostic approaches.
Through quantitative analysis of various sample concentrations, our results revealed distinct Tm value ranges for each pathogen. Specifically, the Tm value range for EHP was determined to be 76.0–77.2 °C, while the Tm value range for IHHNV was found to be 79.2–80.2 °C. Additionally, the Tm value range for DIV1 was observed to be 81.2–82.0 °C. These findings highlight the discriminatory power of our melting curve-based triple Eva Green real-time PCR assay in accurately identifying and differentiating these three shrimp pathogens.
In conclusion, the melting curve-based triple Eva Green real-time PCR assay represents a significant advancement in the molecular diagnostics of shrimp pathogens. The assay’s performance in this study suggests that it could be widely adopted for routine screening and the rapid response to disease outbreaks in the shrimp industry. Future studies should focus on the assay’s applications in different aquaculture systems and its integration into broader pathogen monitoring and biosecurity frameworks.