Abstract
Porcine circovirus 2 (PCV2) has been recognized as a causative agent of porcine circovirus diseases (PCVDs) affecting the global swine industry. In this study, the genetic diversity of PCV2 strains circulating in Thailand between 2019 and 2020 was investigated using 742 swine clinical samples from 145 farms. The results showed PCV2-positive rates of 54.2% (402/742) and 81.4% (118/145) at the sample and farm levels, respectively. Genetic analysis of 51 Thai PCV2 genomic sequences showed that 84.3% (43/51) was PCV2d, 13.7% (7/51) was PCV2b and 1.9% (1/51) was PCV2b/2d recombinant virus. Surprisingly, the majority of the Thai PCV2d sequences from this study (69.77%, 30/43) formed a novel cluster on a phylogenetic tree and contained a unique 133HDAM136 on the ORF2 deduced amino acid sequence, which is in one of the previously identified immunoreactive domains strongly involved in virus neutralization. The PCV2b/2d recombinant virus also carried 133HDAM136. The emergence of the novel PCV2d strains predominating in Thailand was discussed. This study highlights the need for further investigations on the spreading of these PCV2d strains in other regions and the efficacy of current commercial vaccines.
1. Introduction
Porcine circovirus (PCV) 2, the causative agent of porcine circovirus diseases (PCVDs) affecting the global swine industry, is a non-enveloped single-stranded DNA virus containing a circular genome of 1766–1768 nucleotides (nt) () containing three main open reading frames (ORFs). Replicase protein encoded by ORF1 (Rep gene) is essential for viral replication (). Capsid protein encoded by ORF2 (Cap gene) is a viral structural protein playing a significant role in the immunogenicity, virulence, and characteristics of the virus genotypes (, ). Finally, an ORF3 protein could induce apoptosis (). Since its discovery, PCV2 has been recognized as a viral pathogen with a significant economic impact on the pig industry in various regions, particularly in North America, Europe, and Asia (–).
To date, PCV2 is classified into eight genotypes, PCV2a–h, based on the ORF2 nucleotide sequence (). PCV2d is currently the predominant genotype worldwide (), possibly due to selection pressure from the global PCV2 vaccination or the previously circulating PCV2 strains. In general, mutation at neutralizing epitopes might render the mutant virus less susceptible to the pre-existing antibodies (from vaccination or previously circulating viruses) (). Hence, a further genetic shift from the current PCV2d strains was not unexpected. In this study, novel variants of PCV2d with a unique mutation at a previously recognized immunoreactive domain on the ORF2 were identified and found to rapidly dominate in Thailand. This finding may raise awareness for further investigations on the spreading of these viruses in other regions and the cross-protection with current commercial vaccines.
2. Materials and methods
2.1. Clinical samples
A set of 742 swine clinical samples, each collected from a different pig, were retrieved from the sample repository of Chulalongkorn University, Veterinary Diagnostic Laboratory (CU-VDL) and Diagnostic Laboratory of Large Animal Hospital and Students Training Center (DLSTC). The samples were originally submitted to CU-VDL and DLSTC as part of routine diagnosis from January 2019 to December 2020. These samples were obtained from 145 swine farms located in 18 provinces across different geographical regions of Thailand, primarily in the high pig-density areas in the Western, Central, and Eastern parts (Supplementary Figure 1). The corresponding data of these samples were also obtained, including sample types, sample collection dates, age groups or statuses of the pigs, clinical signs, and farm locations.
2.2. PCV2 detection and DNA sequencing
Viral DNA was extracted from the clinical samples by using the IndiMag Pathogen kit of viral RNA/DNA (Indical Bioscience, Germany) on the automated extraction platform. The obtained DNA was stored at −80°C until used.
For PCV2 detection, a real-time PCR assay was done using Luna® Universal Probe qPCR master mix (NEB, MA, USA) with previously described protocol (). The PCV2-PCR positive samples were further systematically selected for genetic characterization.
The sample selection process aimed to fulfill three criteria; (1) obtaining at least one PCV2 sequence from each of the six geographical regions of Thailand (the Northern, Northeastern, Central, Western, Eastern, and Southern regions), (2) including PCV2 sequences from both 2019 and 2020, and (3) acquiring a maximum of one PCV2 sequence from each individual pig. Whenever possible, samples with ct values lower than 30 during the PCV2 detection process were selected, to increase the likelihood of successful whole genome sequencing.
For genome sequencing, PCR amplicons were prepared and then submitted to the third-party sequencing company. The PCR assay was performed as previously described (, ). The PCR reactions were done using Onetaq® 2x Master Mix (NEB, MA, USA). The PCR products were examined by 1% agarose gels and purified using NucleoSpin™ Gel and PCR Clean-up (MACHEREY-NAGEL, Germany). The PCR products were then submitted to Celemics, Inc. (Seoul, Korea) for barcode-tagged sequencing. The obtained nucleotide sequences were assembled and validated with SeqMan and EditSeq software v.5.03 (DNASTAR Inc., Madison, Wisconsin, USA) and submitted to GenBank.
2.3. Sequence analysis
Classification of the Thai PCV2 sequences was done using a previously proposed phylogeny-based method (). The Thai PCV2 sequences (n = 51) were aligned with a set of PCV2a-h reference sequences (n = 266, Supplementary Table 1) (). In total, 317 sequences were used for phylogenetic analysis. Phylogenetic trees were constructed based on the Neighbor-Joining (NJ) algorithm using p-distance data. The classification was separately done using the complete sequences of genomic, ORF1, and ORF2 data. The tree was also reconstructed using the Maximum Likelihood method with a sequence of PCV1 (GenBank accession number: KJ408798) as an outgroup to confirm the topology.
For the initial PCV2d sequence analysis, a phylogenetic tree of complete ORF2 sequences of Thai PCV2d from 2010 to 2020 was built (n = 124). The data from 2010 to 2015 were retrieved from GenBank (n = 73, Supplementary Table 2) and the data from 2019 to 2020 (n = 51) were from this study. Nucleotide sequences were aligned and the phylogenetic tree was then constructed based on the NJ algorithm with the Maximum Composite Likelihood model (NJ-MCL method).
NCBI BLAST function (https://blast.ncbi.nlm.nih.gov) was performed using 19RBR58 ORF2 as a query sequence (6th February 2023) to retrieve sequences with high similarity from GenBank database for further PCV2d ORF2 analysis. The dataset was named 19RBR58/BLAST (n = 440, Supplementary Table 3). The non-redundant version of 19RBR58/BLAST (19RBR58/BLAST/NR, n = 158) was used in phylogenetic analysis. A phylogenetic tree was constructed using NJ-MCL method.
Otherwise stated, all sequence alignment was done using the Clustal W algorithm () of BioEdit 7.2.5 (). Phylogenetic tree construction was done using MEGA version 10.2.6 () with bootstrap analysis of 1,000 replications.
Recombination analysis was carried out using Recombination Detection Program (RDP, version 4.22) (). Seven recombination detection methods were used; i.e., RDP, GENECOV, Bootscan, MaxChi, Chimera, SiScan, and 3Seq. A recombination event was accepted when it was detected by at least five methods with the p < 0.01. Bonferroni correction was applied. In the final step, the identified recombinant virus was re-analyzed with SIMPLOT software v. 3.5 by Bootscan methods () and a direct PCR sequencing covering the recombination breakpoint.
3. Results
3.1. PCV2d is the major genotype in Thailand
PCV2 screening by real-time PCR was done on 742 pigs from 145 farms. The results are shown in Table 1. Overall, animal-level and farm-level positivity were 54.2% (402/742) and 81.4% (118/145), respectively. Fifty-one PCV2-positive samples (from 51 pigs) from 48 farms were genetically characterized. The nucleotide sequences were deposited in the NCBI GenBank database under accession no. OL677572–OL677622 (Supplementary Table 4). Phylogeny-based genotyping of the ORF2 data showed that the Thai strains were PCV2b and PCV2d (Figure 1), found at 13.73% (7/51) and 84.31% (43/51), respectively (similar results were observed when ORF1 or genome data were used). However, one strain, 19NPT29, was not grouped within any genotype clusters. At the farm level, PCV2b and PCV2d were found at 14.58% (7/48) and 87.50% (42/48), respectively.
Table 1
| Types of samples | Prevalence at sample level | Prevalence at farm level | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Periods | Group of pigs† | Pooled tissues | Serum | Feces | Semen | Oral fluids | Colostrum | Umbilical cords | Positive rate | Positive rate |
| Jan-Dec 2019 | Suckling | 16/21 | 0/7 | 4/7 | - | - | - | - | 194/373 (52.0%) | 62/81 (76.5%) |
| Nursery | 66/75 | 24/98 | 0/1 | - | - | - | - | |||
| Growers | 28/28 | 15/38 | 0/1 | - | - | - | - | |||
| Breeders | 2/4 | 14/48 | 1/1 | 1/10 | - | - | - | |||
| Fetuses | 23/34 | - | - | - | - | - | - | |||
| Jan-Dec 2020 | Suckling | 3/8 | 2/13 | 0/1 | - | - | - | - | 208/369 (56.4%) | 66/74 (89.2%) |
| Nursery | 38/43 | 23/53 | 1/4 | - | 0/2 | - | 2/2 | |||
| Growers | 14/15 | 90/132 | - | - | - | - | - | |||
| Breeders | 0/2 | 10/38 | - | 1/12 | - | 2/2 | - | |||
| Fetuses | 22/42 | - | - | - | - | - | - | |||
| Jan 2019-Dec 2020 | 212/272 (77.9%) | 178/427 (41.7%) | 6/15 (40.0%) | 2/22 (9.1%) | 0/2 (0%) | 2/2 (100%) | 2/2 (100%) | 402/742 (54.2%) | 118/145 (81.4%)‡ | |
The prevalence of PCV2 in all tested samples during 2019–2020.
†Suckling: < 4 weeks; Nursery: 5–8 weeks; Growers: 9–20 weeks; Breeders: boars, gilts, and sows.
‡The PCV2 positive farms were calculated from Jan 2019 to Dec 2020.
Figure 1
3.2. Novel PCV2d variants were identified and dominated among the PCV2d strains
Due to the high detection rate of PCV2d in this study, a phylogenetic tree was constructed to examine the genetic relationship between the current Thai PCV2d sequences (2019–2020) and the previously identified Thai PCV2d sequences (2010–2015). A cluster of PCV2d strains exclusively from 2019 to 2020 with a high bootstrap support was identified (data not shown). This cluster was named 19RBR58-like cluster, which accounted for 69.77% (30/43) of the PCV2d strains or 58.82% (30/51) of the PCV2 in this study. Percent nucleotide sequence identity of the 19RBR58-like cluster were as follows; genomic: 99.60–100, ORF2: 99.29–100, and ORF1: 99.58–100. Amino acid sequence identity was as follows; capsid: 99.15–100, and replicase: 99.36–100.
ORF2 nucleotide and amino acid sequence alignment were examined to identify a distinctive genetic characteristic of the 19RBR58-like cluster. A unique 133HDAM136 and 232K were found in all amino acid sequences from the 19RBR58-like cluster. Other Thai PCV2 sequences (PCV2a, b, d, and h) were 133ANAL136 or 133ATAL136. To our knowledge, PCV2 strains with 133HDAM136 have not been reported previously.
NCBI BLAST function using 19RBR58 ORF2 (6th February 2023) (https://blast.ncbi.nlm.nih.gov) was used to retrieve sequences with high similarity from GenBank database for further analysis (Supplementary Table 3). From the dataset, PCV2d strains with 133HDAM136 from Japan and Taiwan during the period of 2018–2020 were found. However, those sequences were direct submissions. Moreover, PCV2d with amino acid sequences other than HDAM, ANAL, and ATAL at the position 133–136 were also identified (Supplementary Table 3) such as HAAM and HNAM. Clustering of the 19RBR58-like viruses was shown in Figure 2.
Figure 2
3.3. The novel PCV2d variants was a parental strain of a PCV2b/2d recombinant virus
Recombination analysis using seven different methods provided strong statistical support (average p = 3.84 × 10−9) confirming that 19NPT29 is an intergenotypic recombinant virus of PCV2b and PCV2d. The analysis indicated that PCV2b strains (such as South Korea/2016/KU-1605-like viruses) and PCV2d strains (such as Thailand/2019/19RBR10-like viruses) were the potential parental strains involved in the recombination event. Notably, the parental PCV2d strain was also found within the 19RBR58-like cluster, and the presence of 133HDAM136 and 232K in the capsid protein was observed in 19NPT29. The putative recombination breakpoints were identified at nucleotide positions 508 (ORF1) and 1356 (ORF2) (Figure 3). The detection rate of the recombinant strain at the animal and farm levels was found to be 1.96% (1/51) and 2.08% (1/48), respectively.
Figure 3
4. Discussion
PCV2 is a major swine virus causing economic losses. Although vaccines have been widely used, vaccine failures and immune escaping mutation of PCV2 has been proposed (). In this study, novel variants of PCV2d were identified providing a clue on the PCV2 evolution and epidemiology.
The prevalence of PCV2 in Thailand remained consistently high during the period of 2019–2020 compared to the period of 2009–2015. The prevalence at the animal level from 2009 to 2015 was 44.09% (). In the current study, the prevalence increased to 54.2%. At the farm level, the prevalence from 2009 to 2015 was 80% (), and in 2019–2020, it reached 81.4%. These findings suggests that PCV2 was still circulating, despite the implementation of PCV2 vaccines in Thailand. Unfortunately, the PCV2 vaccination status of each farm was not available in this study. Therefore, no conclusion can be made regarding the effect of the PCV2 vaccination and the overall PCV2 prevalence in Thailand.
In recent years, a genotype shift toward PCV2d can be observed in various countries, particularly in Asia. These countries include China (), South Korea (), Vietnam (), Malaysia (), and Thailand (). In Thailand, the prevalence of PCV2d has been increasing since 2010, with only PCV2d detected by 2015 (). However, in this study, a novel strain of PCV2d, which accounted for 69.77% of all the current Thai PCV2d, was identified. Therefore, this novel strain of PCV2d plays a crucial role in the prevailing PCV2d strain in Thailand during 2019–2020. Moreover, this finding suggests that it may serve as the starting point for the next genetic shift within PCV2d.
This study identified the dominance of novel PCV2d strains, the 19RBR58-like cluster, over the previously circulating PCV2 strains in Thailand. At position 133–136 of the capsid protein, the 19RBR58-like cluster was 133HDAM136 while other Thai PCV2 strains were 133ANAL136 or 133ATAL136. Notably, this region of amino acids resides in one of the antibody recognition domains (domain B) previously described (, ), i.e., domain A (aa 51–84), B (aa 113–139), C (aa 161–207), and D (aa 228–233). A single mutation at position 134, 135 or 136 has been shown to strongly reduce the neutralization activity (). Therefore, the capsid protein with 133HDAM136 might render the 19RBR58-like cluster less susceptible to the antibodies from the previously circulating strains and the vaccines. In fact, PCV2 vaccination is widely implemented in Thailand (personal communication). The observed immune escaping mechanism is further supported by the rapid increase of the 19RBR58-like cluster. Prior to 2015, the 19RBR58-like cluster was not detected in Thailand, and there is a lack of sequence data from 2016 to 2018. Thus, it is possible that the emergence of the 19RBR58-like cluster occurred during the period of 2016–2018.
In addition to Thailand, this study also identified PCV2d sequences with 133HDAM136 from Japan and Taiwan (direct submission in GenBank). Interestingly, the strains carrying 133HDAM136 from each region formed a distinct cluster on the phylogenetic tree. This suggests that the current situation of these viruses may not be attributed to recent spreading between regions. Phylogenetic analysis further revealed that all the clusters harboring 133HDAM136 (Thailand, Japan, and Taiwan) likely share a common ancestor with PCV2d strains from Malaysia. At present, the prevalence of the 133HDAM136 PCV2d variants in Japan and Taiwan is unknown. Further investigations are needed to determine whether the prevalence of these PCV2d variants is high, similar to that observed in Thailand.
Recombinant viruses derived from PCV2d strains have been reported in various countries, including China, India, and South Korea (–). In this study, a recombinant PCV2d/PCV2b strain, named 19NPT29, was identified. Interestingly, 133HDAM136 was also found in the capsid protein of 19NPT29. It would be valuable to conduct further studies to investigate whether the presence of 133HDAM136 provides any advantages to the recombinant PCV2 strain, particularly in the case of inter-genotypic recombinants. Unfortunately, conducting further epidemiological studies on the 19NPT29-like viruses from the source farm is not possible as the farm is no longer operational.
The main limitation of this study was the absence of information regarding the vaccination status of the farms, along with the passive surveillance nature of the study. The observed mutation in the antibody recognition domain of the capsid protein within the 19RBR58-like cluster is suspected to have played a role in its emergence. Therefore, the information regarding the vaccination status would have been invaluable for interpreting the data and generating hypotheses for further studies on cross-protection. Furthermore, it is important to note that the samples used in this study were obtained from two diagnostic laboratories (CU-VDL and DLSTC), which may have led to potential underrepresentation of certain geographical regions. However, it is worth mentioning that this study managed to collect samples from all the high-pig-density regions in the country. Conducting active surveillance in the future may provide a more precise assessment of the prevalence of PCV2 and the PCV2d status.
In conclusion, this study reveals the presence of a novel PCV2d strain with 133HDAM136 in the capsid protein as the predominant PCV2 strain in Thailand. Additionally, a recombinant virus between PCV2b and the novel PCV2d was identified. The emergence of these novel PCV2d strains might have been influenced by both vaccination and the previously circulating viruses. Conducting active surveillance can provide a comprehensive understanding of PCV2 evolution and facilitate the implementation of early interventions against the emergence of novel strains.
Statements
Data availability statement
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/ Supplementary material.
Author contributions
CS, TN, and TJ collected the samples and did the PCR and sequencing. CS, RK, and RT analyzed the data and interpreted the results and prepared the manuscript. All authors helped in designing the research and contributed to the article and approved the submitted version.
Funding
This project was supported by the National Research Council of Thailand (NRCT): RT NRCT Senior scholar 2022 #N42A650553.
Acknowledgments
CS would like to thank the Second Century Fund (C2F), Chulalongkorn University, for providing the scholarship. In addition, we thank the staff of Veterinary Diagnostic Laboratories, Faculty of Veterinary Science, Chulalongkorn University for their technical assistance. We would like to thank Chulalongkorn University for supporting the Center of Excellence for Emerging and Re-emerging Infectious Disease in Animals (CUEIDAs) (GCE6403031002-1) and the One Health Research Cluster (CU-764002-HE02).
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fvets.2023.1170499/full#supplementary-material
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Summary
Keywords
porcine circovirus 2, PCV2d, mutation, recombination, pigs, Thailand
Citation
Sirisereewan C, Nguyen TC, Janetanakit T, Kedkovid R and Thanawongnuwech R (2023) Emergence of novel porcine circovirus 2d strains in Thailand, 2019–2020. Front. Vet. Sci. 10:1170499. doi: 10.3389/fvets.2023.1170499
Received
21 February 2023
Accepted
05 June 2023
Published
20 June 2023
Volume
10 - 2023
Edited by
Qi Wang, Chinese Academy of Agricultural Sciences, China
Reviewed by
Eunice M. Machuka, International Livestock Research Institute (ILRI), Kenya; Anbu K. Karuppannan, Tamil Nadu Veterinary and Animal Sciences University, India
Updates
Copyright
© 2023 Sirisereewan, Nguyen, Janetanakit, Kedkovid and Thanawongnuwech.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Roongtham Kedkovid roongtham.k@chula.ac.thRoongroje Thanawongnuwech roongroje.t@chula.ac.th
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.