Zubair Khalid

Virologist/Molecular Biologist | Veterinarian | Bioinformatician

Conventional & Molecular Virology • Vaccine Development • Computational Biology

Dr. Zubair Khalid is a veterinarian and virologist specializing in conventional and molecular virology, vaccine development, and computational biology. Dedicated to advancing animal health through innovative research and multi-omics approaches.

Dr. Zubair Khalid - Veterinarian, Virologist, and Vaccine Development Researcher specializing in Computational Biology, Multi-omics, Animal Health, and Infectious Disease Research

Section: Molecular Diagnostics

Multiplex RT-qPCR for Simultaneous Detection of Porcine Respiratory and Enteric Coronaviruses: PEDV, TGEV, PDCoV, and PRCV

The emergence and re-emergence of porcine coronaviruses have imposed a substantial burden on global swine production. Porcine epidemic diarrhea virus (PEDV), transmissible gastroenteritis virus (TGEV), and porcine deltacoronavirus (PDCoV) are major enteric pathogens that cause acute diarrhea, vomiting, and dehydration with high morbidity and mortality in neonatal piglets [26, 34]. Porcine respiratory coronavirus (PRCV), a deletion mutant of TGEV with altered tissue tropism, causes mild respiratory disease and can complicate respiratory disease diagnosis [6]. Co-infections involving multiple coronaviruses are frequently observed in clinical settings and can worsen clinical outcomes and promote viral recombination [15, 18]. A multiplex RT-qPCR assay that can simultaneously detect and differentiate PEDV, TGEV, PDCoV, and PRCV in a single reaction is therefore essential for rapid differential diagnosis, epidemiological surveillance, and informed intervention strategies.

Biological and Clinical Context

PEDV, TGEV, and PDCoV target the intestinal epithelium, causing villous atrophy and malabsorptive diarrhea [25, 28]. These enteric coronaviruses share similar clinical presentations, making differentiation based on clinical signs alone unreliable [26, 32]. PEDV is an alphacoronavirus that has caused devastating outbreaks in North America, Asia, and Europe [24, 33]. TGEV is also an alphacoronavirus, but its incidence has declined in many regions, partly due to the widespread use of vaccines and the emergence of PRCV [24, 27]. PDCoV, a deltacoronavirus, has been identified in multiple countries and has demonstrated the ability to infect cells of multiple species, raising concerns about interspecies transmission [20, 26]. PRCV, derived from TGEV through a deletion in the spike (S) gene, replicates primarily in the respiratory tract and is often subclinical but can potentiate other respiratory pathogens [6]. The productivity impact of these viruses depends on the timing of introduction relative to the production phase, with nursery introductions causing the greatest mortality and growth reduction [18].

Primer and Probe Design Strategy

The selection of target genes for a multiplex RT-qPCR panel must ensure high sequence conservation within each virus species while permitting unambiguous differentiation. For PEDV, the membrane (M) gene is a frequent target due to its conserved nature and high copy number during infection [32, 35]. For TGEV, the spike (S) gene or the nucleocapsid (N) gene can be used, although the S gene may distinguish TGEV from PRCV because the PRCV S gene contains a characteristic deletion [6, 35]. For PDCoV, the N gene is commonly targeted because it is highly conserved among circulating strains [32, 33, 35]. For PRCV, the S gene region spanning the deletion site can be exploited for specific detection without cross-reactivity with TGEV [6]. The use of locked nucleic acid (LNA) modified bases in probes can enhance the melting temperature discrimination and improve multiplex performance [1]. Each probe should be labeled with a distinct fluorophore (e.g., FAM, HEX, ROX, Cy5) with minimal spectral overlap to allow simultaneous detection in a single channel [2, 7, 11].

Assay Optimization and Chemistry

Multiplex RT-qPCR assays require careful optimization of primer and probe concentrations, annealing temperature, and buffer composition to achieve balanced amplification efficiency across all targets [1, 3, 4]. A one-step RT-qPCR format is preferred for RNA viruses because it minimizes sample handling and reduces the risk of contamination [6, 7]. The reaction mixture typically includes a thermostable reverse transcriptase and a DNA polymerase with 5' to 3' exonuclease activity for probe hydrolysis. The annealing temperature should be optimized using gradient thermal cycling to maximize the delta Rn for each target while maintaining specificity [4, 10]. Primer concentrations are adjusted empirically to equalize the quantification cycle (Cq) values for each target across a range of template concentrations [2, 32]. An endogenous internal control, such as a housekeeping gene (e.g., GAPDH, beta-actin) or an exogenous RNA (e.g., XIPC), should be included in every reaction to monitor RNA extraction efficiency and the presence of PCR inhibitors [33]. A representative thermal cycling protocol includes a reverse transcription step at 50 degrees Celsius for 30 minutes, an initial denaturation at 95 degrees Celsius for 5 minutes, followed by 40 to 45 cycles of denaturation at 95 degrees Celsius for 10 seconds and annealing-extension at 60 degrees Celsius for 30 seconds with fluorescence acquisition [7, 32].

Analytical Sensitivity and Specificity

The analytical sensitivity of a multiplex RT-qPCR assay is determined by testing serial dilutions of in vitro transcribed RNA or quantified viral RNA standards. The limit of detection (LoD) is defined as the lowest concentration at which the target is detected in at least 95 percent of replicate reactions [2, 16]. For PEDV, TGEV, PDCoV, and PRCV, reported LoD values for multiplex assays are typically in the range of 2 to 50 copies per reaction, depending on the target gene and assay design [2, 7, 27, 32]. A quadruplex RT-qPCR for PEDV, TGEV, PDCoV, and SADS-CoV achieved an LoD of approximately 12.1 copies per microliter for each virus [32]. A multiplex dPCR assay for enteric coronaviruses achieved LoD values of 2.72 to 3.56 copies per reaction, demonstrating that dPCR can be one order of magnitude more sensitive than qPCR for these targets [16]. The standard curve linearity, slope, and reaction efficiency (90 to 110 percent) must be established for each target in the multiplex format to confirm quantitative accuracy [2, 27, 33].

Target Target Gene Reported LoD (copies/reaction) Key References
PEDV M, N 2.72 to 12.1 [16, 32, 35]
TGEV S, N 3.19 to 12.1 [16, 27, 32]
PDCoV N 3.00 to 12.1 [16, 27, 32]
PRCV S (deletion) Specific detection achieved [6]

Cross-Reactivity and Exclusivity Testing

Cross-reactivity testing is a critical component of assay validation. A multiplex panel targeting PEDV, TGEV, PDCoV, and PRCV must be tested against a panel of other common swine viruses, including porcine reproductive and respiratory syndrome virus (PRRSV), swine influenza A virus (SIV), pseudorabies virus (PRV), porcine circovirus type 2 (PCV2), porcine sapelovirus, porcine kobuvirus, porcine teschovirus, and porcine enterovirus G [2, 6, 7, 32]. No cross-reactivity should be observed with these non-target viruses if the primers and probes are designed within conserved but species-specific regions [2, 6]. Additionally, the assay must be able to distinguish between TGEV and PRCV, given their genetic similarity [6]. The use of a probe spanning the PRCV S gene deletion ensures that TGEV amplicons are not detected in the PRCV channel [6]. The analytical specificity is typically 100 percent when no amplification is observed for any non-target pathogen [7, 32].

Diagnostic Performance on Field Samples

The diagnostic performance of a multiplex RT-qPCR assay should be evaluated using clinical specimens from field outbreaks. Fecal samples and oral fluids are the most commonly used sample types for detecting enteric and respiratory coronaviruses in swine [18, 33]. RNA extraction from fecal samples can be challenging due to the presence of PCR inhibitors, and the use of a commercial RNA extraction kit with inhibitor removal steps is recommended. A study using a quadruplex RT-qPCR on 3236 fecal samples from Guangxi province reported positive rates of 18.26 percent for PEDV, 0.46 percent for TGEV, 13.16 percent for PDCoV, and 0.15 percent for SADS-CoV, demonstrating the high prevalence of PEDV and PDCoV in the sampled population [32]. A 5-plex assay tested on 1807 samples from multiple U.S. states found that TGEV was detected at low frequency, PDCoV at intermediate frequency, and PEDV at high frequency, while SADS-CoV was absent [33]. In oral fluid samples, PRCV can be detected alongside other respiratory pathogens using a quadruplex one-step RT-qPCR [6]. The diagnostic sensitivity and specificity of multiplex assays are typically compared against a reference method, such as a commercial real-time RT-PCR or a validated singleplex assay, and compliance rates above 97 percent are reported [2, 32, 35].

Workflow Integration

A typical multiplex RT-qPCR workflow from sample collection to result reporting includes the following steps. Fecal swabs or oral fluids are collected into sterile tubes and transported on cold packs. RNA is extracted using a silica membrane-based or magnetic bead-based method. The extracted RNA is added to a master mix containing primers, probes, enzymes, and buffer in a 96-well or 384-well plate. The plate is sealed and placed in a real-time PCR instrument for amplification and detection. Data analysis involves setting threshold lines and baseline adjustments for each fluorophore channel. Cq values below a defined cutoff (e.g., Cq less than 38) are considered positive. A laboratory information management system records the results for each target.

flowchart TD
    A[Sample Collection<br>Fecal swab / Oral fluid], > B[RNA Extraction<br>Silica membrane / Magnetic bead]
    B, > C[One-Step RT-qPCR Setup<br>Primers + Probes + Master Mix]
    C, > D[Thermal Cycling<br>RT: 50°C 30 min<br>Denaturation: 95°C 5 min<br>40 cycles: 95°C 10 s / 60°C 30 s]
    D, > E[Fluorescence Acquisition<br>FAM, HEX, ROX, Cy5 channels]
    E, > F[Data Analysis<br>Threshold setting / Cq determination]
    F, > G[Interpretation<br>Positive if Cq < 38]
    G, > H[Report Generation<br>PEDV / TGEV / PDCoV / PRCV status]

Comparison with Alternative Molecular Platforms

While multiplex RT-qPCR remains the gold standard for simultaneous detection of respiratory and enteric coronaviruses due to its high throughput, quantitative capability, and established workflow, alternative platforms offer specific advantages. Digital PCR (dPCR) provides absolute quantification without reliance on standard curves and achieves lower LoD values for enteric coronaviruses [16]. CRISPR-Cas12a based assays combined with isothermal amplification (RPA or RT-LAMP) enable visual readout and rapid field-deployable testing with single-copy sensitivity [21, 30]. However, these methods may have lower throughput and require additional optimization for multiplexing beyond four targets. Multiplex RT-PCR followed by gel electrophoresis is cost-effective for low-resource settings but suffers from lower sensitivity and the risk of carryover contamination [35]. A high-density real-time RT-PCR system for 16 respiratory pathogens has also been described, but such panels require specialized instruments and may be cost-prohibitive for routine use [8].

Discussion and Recommendations

The development and validation of a multiplex RT-qPCR assay for PEDV, TGEV, PDCoV, and PRCV requires a systematic approach encompassing primer and probe design, optimization of reaction conditions, rigorous analytical validation, and extensive field testing. The inclusion of both enteric (PEDV, TGEV, PDCoV) and respiratory (PRCV) coronaviruses in a single panel is particularly valuable because co-infections are common and the clinical differentiation of these viruses is unreliable [15, 18]. Laboratories implementing this assay should perform an in-house validation using a minimum of 100 characterized clinical samples to establish diagnostic sensitivity and specificity. Regular proficiency testing and external quality assessment are recommended to maintain assay performance over time. Linking multiplex RT-qPCR results to confirmatory sequencing or phylogenetic analysis can provide additional insights into circulating strains and potential recombination events [15]. This assay should be integrated into routine swine health monitoring programs alongside serological and histopathological tools. For more detailed information on specific viruses, readers are directed to the Porcine Deltacoronavirus: Veterinary Reference article and the Multiplex Real-Time RT-PCR for Simultaneous Detection of Porcine Epidemic Diarrhea Virus, Transmissible Gastroenteritis Virus, and Porcine Deltacoronavirus in Swine diagnostic reference. General guidelines for Swine Enteric and Systemic Diseases provide broader clinical context. Standard protocols for RNA extraction and PCR workflow should be consulted for technical details.

References

[1] Gyurján I, Sipos-Kozma Z, Ásványi B et al. Development and validation of an LNA-based multiplex RT-qPCR assay for differentiating Betaarterivirus europensis (PRRSV-1), Betaarterivirus americense (PRRSV-2), and the highly pathogenic L8 lineage of PRRSV-2. Vet J. 2026. URL: https://pubmed.ncbi.nlm.nih.gov/42235629/

[2] Ye C, Xu J, Fan S et al. Establishment and application of a quadruple RT-qPCR method for simultaneous detection of porcine enteric coronaviruses. Front Vet Sci. 2025. URL: https://pubmed.ncbi.nlm.nih.gov/41451340/

[3] Tian X, Wang H, Liu Z et al. The updated duplex fluorescence quantitative RT-PCR assay for simultaneous detection of PRRSV-1 and PRRSV-2. Front Cell Infect Microbiol. 2025. URL: https://pubmed.ncbi.nlm.nih.gov/40612389/

[4] Tao C, Zhu X, Huang Y et al. Development of a Multiplex RT-qPCR Method for the Identification and Lineage Typing of Porcine Reproductive and Respiratory Syndrome Virus. Int J Mol Sci. 2024. URL

[5] Li B, Shi K, Shi Y et al. A Quadruplex RT-qPCR for the Detection of Porcine Sapelovirus, Porcine Kobuvirus, Porcine Teschovirus, and Porcine Enterovirus G. Animals (Basel). 2025. URL: https://pubmed.ncbi.nlm.nih.gov/40218401/