Skip to main content
Frontiers in Microbiology logoLink to Frontiers in Microbiology
. 2021 Apr 20;12:667084. doi: 10.3389/fmicb.2021.667084

Isolation and Identification of a Recombinant Porcine Epidemic Diarrhea Virus With a Novel Insertion in S1 Domain

Dongliang Li 1,2,, Yongtao Li 1,, Yunchao Liu 2, Yumei Chen 3, Wenqiang Jiao 2, Hua Feng 2, Qiang Wei 2, Jucai Wang 1, Yuhang Zhang 1, Gaiping Zhang 1,2,3,*
PMCID: PMC8093569  PMID: 33959119

Abstract

Porcine epidemic diarrhea virus (PEDV) is the major pathogen that causes diarrhea and high mortality in newborn piglets with devastating impact to the pig industry. Recombination and mutation are the main driving forces of viral evolution and genetic diversity of PEDV. In 2016, an outbreak of diarrhea in piglets occurred in an intensive pig farm in Central China. A novel PEDV isolate (called HNAY) was successfully isolated from clinical samples. Sequence analysis and alignment showed that HNAY possessed 21-nucleotide (nt) insertion in its S1 gene, which has never been reported in other PEDV isolates. Moreover, the sequence of the insertion was identical with the sequence fragment in PEDV N gene. Notably, the HNAY strain exhibited two unique mutations (T500A and L521Y) in the neutralizing epitopes of the S1 protein that were different from those of other PEDV variant strains and CV777-based vaccine strains. Additionally, PEDV HNAY might be derived from a natural recombination between two Chinese variant PEDV strains. Animal experiments demonstrated that HNAY displayed higher pathogenicity compared with two other clinical isolates. This study lays the foundation for better understanding of the genetic evolution and molecular pathogenesis of PEDV.

Keywords: porcine epidemic diarrhea virus, spike protein, novel insertion, recombination, pathogenicity

Introduction

Coronaviruses (CoVs) belong to RNA viruses and infect different vertebrates, such as mammalian and avian species (Durham et al., 1979; Law et al., 2005). As an important member of CoVs, porcine epidemic diarrhea virus (PEDV) can cause an acute enteritis disease, which is characterized by vomiting, diarrhea and dehydration, leading to high mortality in newborn piglets (Song and Park, 2012). The genome of PEDV is about 28 kb in size and composed of at least six open reading frames (ORFs) including ORF1a, ORF1b, spike (S), envelope (E), membrane (M), and nucleocapsid (N) (Wang et al., 2019). Among them, S protein is one of the most important structural protein due to its involvement in multiple functions, such as virus attachment, receptor binding, virus-cell membrane fusion, and inducing the production of virus neutralizing antibodies in the host (Vaughn et al., 1995; Vennema et al., 1998; Vijgen et al., 2005; Hasoksuz et al., 2007; Lorusso et al., 2008). Therefore, it is very necessary to continuously monitor the genetic alterations of PEDV S gene in the field (Park et al., 2014; Zhao et al., 2017).

Since its first appearance in Europe in 1971, PEDV has caused considerable economic losses, especially in Asia (Pensaert and de Bouck, 1978; Sun et al., 2016). Since 2010, PEDV variant strain has emerged in Asia, which can infect the pigs of all ages but most severely in suckling pigs, reaching up to 95% mortality (Bi et al., 2012; Li et al., 2012; Pan et al., 2012). In 2013, the first outbreak of PEDV in the United States (US) was reported, and then spread to Canada and Mexico (Stevenson et al., 2013; Chen et al., 2014; Pasick et al., 2014). Phylogenetic analyses showed the emergent US PEDV strains are most closely related to a Chinese strain detected in 2012 (Huang et al., 2013). From a broad perspective, phylogenetic analysis based on S gene can divide PEDVs into two major genotypes in the US: the original non-S-INDEL (S-INDEL standing for insertions/deletions in the S gene) and the variant S-INDEL (Vlasova et al., 2014; Lin et al., 2016). PEDV strains which were first identified in the US in 2013 with high virulence are classified as the non-S INDEL strains (Stevenson et al., 2013). The new variant strains which were reported in the US in 2014 with relatively milder virulence are termed as S-INDEL strains (Wang et al., 2014). In addition, PEDVs can be divided into genome 1 (G1) and genome 2 (G2) clades and further divided into four subgroups: G1a, G1b, G2a, and G2b (Wang et al., 2016). Despite they have relatively conserved neutralizing epitopes, commercial vaccines based on CV777 strains cannot provide complete protection in piglets against variant PEDV infections which are currently circulating in China and the US (Zhu et al., 2019). Monitoring the genetic alterations in the S gene of PEDV could provide more clues for understanding the epidemic characteristics of PEDV and adjusting the immunization program of PED in pig farms.

Henan province, located in the center of China, is the largest pig-producing province in China. Since 2010, severe diarrhea outbreaks caused by variant PEDV frequently occurs in this area. In our routine epidemiological investigation, 52 sequences of the full-length S genes and 9 complete genomes of PEDV have been determined, indicating the complexity of PEDV in Henan (Su et al., 2016). In this study, a PEDV strain with novel insertion in its S gene (called HNAY) was successfully isolated from an intensive farm in Henan in 2016. We determined the genetic relationships, variant characteristics, potential recombination features, and the clinical characterization of HNAY. Our findings could provide valuable information for PED outbreaks in Central china and contribute to prevent and control of PED.

Materials and Methods

Sample Collection, Reverse Transcription (RT)-PCR, and Sequencing

Intestine and fecal samples were collected from pig farms in Henan, China during 2016–2018 and stored at –80°C. These samples came from piglets with clinical signs including vomiting, and severe diarrhea. Total RNA was extracted from the small intestine samples using TaKaRa MiniBEST Viral RNA/DNA Extraction Kit Ver.5.0 (TaKaRa, Dalian, China). Viral cDNA was generated via reverse transcription using PrimeScript reverse transcriptase (TaKaRa, Dalian, China) according to the manufacturer’s instructions. The samples were examined for PEDV by RT-PCR (Li et al., 2018). Three samples tested PEDV positive were sequenced for complete genome as described in previous study (Wang et al., 2013). Purified PCR products were cloned into PMD-19T vector and recombinant DNA clones were sequenced by the BigDye Terminator v3.1 Cycle Sequencing kit (Biotech Company, China).

Phylogenetic and Recombination Analysis

Complete genome sequence of PEDV and their S gene were aligned using ClustalW in DNASTAR7.1. Phylogenetic tree of PEDV was constructed using neighbor-joining (NJ) method with 1,000 bootstrap replicates in MEGA7. The sequences of reference strains are downloaded from GenBank database (Table 1). Potential recombination in the genome of PEDV HNAY were assessed by the Recombination Detection Program v4 (RDP4) which was supported by ≥6 programs.

TABLE 1.

PEDV strains used in this study.

Strain name Countries Time Genotype Accession no. Strain name Countries Time Genotype Accession no.
AH2012 China 2012 G2a KC210145 CHSD2014 China 2014 G2b KX791060.1
CH ZMDZY 11 China 2011 G2a KC196276.1 AH2012-12 China 2012 G2b KU64683.1
Kansas125 USA 2014 G2a KJ645701.1 ZL29 China 2015 S-INDEL KU847996
KNU-1305 Korae 2013 G2a KJ662670.1 KNU-1406-1 Korea 2014 S-INDEL KM403155.1
KGS-1 Japan 2013 G2a LC063814.1 KCH-2 Japan 2014 S-INDEL LC063845.1
NIG-1 Japan 2014 G2a LC063830.1 Indiana12.83 USA 2013 S-INDEL KJ645635.1
MN USA 2013 G2a KF468752.1 Iow106 USA 2013 S-INDEL KJ645695.1
MEX124 MEX 2014 G2a KR206669 OH851 USA 2013 S-INDEL KJ399978.1
EHM-1 Japan 2014 G2a LC063812 Ohio126 USA 2014 S-INDEL KJ645702.1
PEDV-Hjms China 2016 G2a KY007139.1 MYZ1 USA 2013 S-INDEL LC063846
TC PC177-P2 USA 2013 G2a KM392229.1 aDR13 Korea 2003 G1 JQ023162.1
TTR-2 Japan 2014 G2a LC063828.1 CV777 Belgium 1978 G1 AF353511.1
CH JX-2013 China 2015 G2a KJ526096.1 JS2008 China 2008 G1 KC109141.1
GDS28 China None G2a MH726372.1 SM98 Korea 1998 G1 GU937797.1
PC22A USA 2013 G2a KY499262.1 vDR13 Korea 1999 G1 JQ023161.1
Colorado USA 2013 G2a KF272920.1 SD-M China 2012 G1 JX560761
HNAY 2015 China 2015 G2a KR809885.1 LZC China 2006 G1 EF185992
HNZZ47 China 2016 G2a KX981440.1 CHM China 2013 G1 KM88144
Missouri270 USA 2015 G2a KR265846.1 KPEDV9 Korea 2013 G1 KF898124.1
LC China 2012 G2b JX489155.1 HNXXa China 2016 G2a MT338517.1
AJ1102 China 2011 G2b JX188454.1 HNAYa China 2016 G2 MT338518.1
CH SCZG China 2017 G2b MH061337 HBa China 2016 G2b KY928065.1

aThe PEDV strains isolated in current study.

Protein Structure Prediction

According to the crystal structure of S protein of PEDV USA/Colorado/2013 available in the PDB database (accession code 6VV5) as the input model, the three-dimensional structure of the S protein of HNAY was generated via SWISS-MODEL Homology Modeling server and figures were made with PymoL (Version 1.0 Schrödinger, LLC; Wrapp and McLellan, 2019).

Virus Isolation and Immunofluorescence Assay

Vero cells were used for viral isolation as previously described (Oka et al., 2014). Cells were inoculated with sterile supernatants of prepared samples, maintained in Dulbecco’s modified Eagle’s medium (DMEM; HyClone) with 10 μg/mL trypsin (Life Technologies) and monitored daily for cytopathic effect (CPE). All the PEDV isolates were passed in Vero cells for 10 generations, and the 10th-generation of plaque purified viruses were chosen for the following experiments.Then, the cells were fixed with anhydrous ethanol when 70% of cells showed CPE. Finally, an immunofluorescence assay (IFA) was performed with a mouse anti-N protein monoclonal antibody diluted 1:1,000, and with a fluorescence isothiocyanate (FITC)-conjugated goat anti-mouse secondary antibody (1:200 dilution), 4’,6-diamidino-2-phenylindole (DAPI) was used for nucleic acids staining. The plates were examined using a fluorescence microscope.

Determination for the Viral Growth Curve

To determine the growth curve of PEDV strains of HNAY, HB, and HNXX, viruses were inoculated onto cell monolayers at MOI of 0.1. After adsorption at 37°C for 1 h, the cells were maintained with DMEM containing 10 μg/mL trypsin at 37°C with 5% CO2. Cells were collected for virus titration every 12 h post infection. After centrifugation, the supernatants were collected and the median tissue culture infective dose per milliliter (TCID50/mL) was determined with a microtitration infection assay described by Reed and Muench (1938). Virus titration at different time points was performed in triplicates.

Piglet Challenge Experiment

To determine the virulence of PEDV isolates, 42 two-day-old piglets, which were confirmed negative for PEDV and other common viral pathogens in pigs by PCR or RT-PCR, were chosen for challenge experiment. Then they were randomized into four groups by weight with 10 pigs in each group, and housed in separate rooms. The infection groups were orally challenged with 0.5 mL of the 10th passage of plaque purified PEDV HNAY, HB, and HNXX, respectively, at 105 TCID50/mL. The 10 piglets of control group were inoculated with equal volume of medium. All the animals were monitored daily for clinical signs. Rectal swabs were collected for scoring fecal denseness according to previous studies (Lin et al., 2015). The fecal viral RNA loads were quantified by real-time RT-qPCR (Su et al., 2018). The animal experiment was approved by Institutional Animal Care and Use Committee of Henan Academy of Agriculture Science (LLSC100085).

Histopathological Examination and Immunohistochemistry

Intestine and other major organs were collected and fixed for pathological examination. Samples of duodenum, jejunum, ileum, caecum, colon, rectum, and mesenteric lymph nodes were collected, and fixed in formalin. After 48 h, the jejunum was stained with haematoxylin and eosin (H&E) and the villous height-to-crypt depth (VH:CD) ratios were calculated according to previous study (Jung et al., 2014). Serial sections of ileums were evaluated for viral antigen by immunohistochemistry (IHC) using a mouse anti-N protein monoclonal antibody and biotinylated goat anti-mouse antibody as the secondary antibody with 3,3′-diaminobenzidine (DAB) as the chromogen (Lin et al., 2011).

Statistical Analysis

All data are expressed as means ± standard deviations (SD) and were analyzed with the GraphPad Prism software (GraphPad Software Inc.). Statistical analysis was performed using one-way ANOVA or two-way ANOVA followed by t-test. Differences were considered statistically significant at P < 0.05.

Results

Viral Isolation and Identification

To determine causative agent associated with diarrhea in piglets, total RNA of clinical samples were extracted and subjected to RT-PCR. PEDV positive samples were processed and used for virus isolation on Vero cell as described previously (Chen et al., 2014). CPEs were observed on cells inoculated with PEDV positive samples, characterized by the rounding up, enlarging and detachment of cells as well as the formation of syncytia. In the end, three PEDV strains were successfully isolated, named HNAY, HNXX, and HB, respectively. The IFA results showed that PEDV specific fluorescence was observed in the inoculated cells, but not in the non-infected cells (Figure 1A). The viral titres of three PEDV isolates were determined in Vero cells. The titers of HNXX and HB reached the maximum (104.6 TCID50/mL and 105.3 TCID50/mL) at 24 hpi, whereas the peak virus titer of HNAY only reached 103.8TCID50/mL at 36 hpi (Figure 1B).

FIGURE 1.

FIGURE 1

PEDV isolates replicated in Vero cells. (A) Detection of PEDV infection in Vero cells by IFA. (B) Growth curves of three PEDV isolates at passage 5 in Vero cells. Data is presented as mean ± SD by triplicates.

Sequence Analysis of the PEDVs

The genome of the isolates were sequenced and submitted to GenBank (accession numbers MT338517.1, MT338518.1, and KY928065.1). From nt identity analysis of the PEDV genome, HNAY exhibited 98.0–98.5% identity with the reference S-INDEL strains, 97.9–98.9% identity with the reference G2a strains, 98.0–98.5% identity with the reference G2b strains, and 96.4–97.6% identity with the reference G1 strains. HNAY shared 97.9 and 97.6% identity with HB (G2b), and HNXX (G2a), respectively (Table 2). From the nt identity analysis of PEDV S genes, HNAY exhibited 94–96.9% identity with the S-INDEL strains, 98–99.1% identity with the G2a strains, 97.5–98.5% identity with the G2b strains, and 93.7–94.3% identity with the G1 strains. However, HNAY shared 98.5 and 98.6% with HNXX, and HB, respectively (Table 3). From the amino acid (aa) identity analysis of PEDV S proteins, HNAY exhibited 92.9–96.2% identity with the S-INDEL strains, 98.4–99% identity with the G2a strains, 97.7–98.1% identity with the G2b strains, and 92.6–94.4% identity with the G1 strains. However, HNAY shared 97.7 and 98.1% with HNXX, and HB, respectively (Table 4).

TABLE 2.

Nucleotide sequence identity (%) of complete genome of different PEDV strains.

Strain name HNXX HNAY HB Genotype Strain name HNXX HNAY HB Genotype
AH2012 98.6 98.8 98.0 G2a AJ1102 98.2 98.4 98.2 G2b
CH ZMDZY11 98.8 98.8 97.9 G2a LC 98.2 98.4 98.2 G2b
Kanasas125 98.5 98.6 97.8 G2a ZL29 98.2 98.1 97.2 S-INDEL
KNU-1305 98.6 98.8 98.0 G2a ohio126 98.1 98.3 97.4 S-INDEL
KGS-1 98.2 98.4 97.5 G2a Indiana12.83 98.3 98.3 97.4 S-INDEL
NIG-1 98.2 98.5 97.5 G2a Iow106 98.2 98.2 97.4 S-INDEL
MN 98.6 98.8 98.0 G2a KNU-01406-1 98.3 98.2 97.5 S-INDEL
MEX124 98.5 98.6 97.8 G2a KCH-2 97.8 98.1 97.1 S-INDEL
EHM-1 98.2 98.4 97.5 G2a OH851 98.4 98.3 97.5 S-INDEL
PEDV-Hjms 98.3 98.4 97.7 G2a MYZ1 98.7 98.4 97.7 S-INDEL
TC PC177-P2 98.6 98.9 98.0 G2a CV777 96.4 96.5 96.4 G1
TTR-2 98.5 98.9 97.9 G2a LZC 96.1 96.2 96.1 G1
CH JX-2013 98.5 98.8 98.0 G2a VSM98 96.0 96.0 96.0 G1
CH SCZG 98.4 98.7 98.2 G2a CHM 96.1 96.1 96.0 G1
HNZZ47 98.9 99.2 98.0 G2a JS2008 96.6 96.7 96.7 G1
HNAY 2015 98.7 99.4 98.0 G2a SD-M 96.5 96.6 96.6 G1
GDS28 98.7 99.1 98.1 G2a vDR13 97.2 97.4 97.1 G1
PC22A 98.9 98.7 98.0 G2a aDR13 96.5 96.5 96.6 G1
Colorado 98.8 98.6 98.0 G2a HNXX 100 98.5 97.6 G2a
Missouri270 98.8 98.6 97.9 G2a HNAY 98.5 100 97.9 G2
AN2012-12 97.7 97.9 98.2 G2b HB 97.6 97.9 100 G2b
CHSD2014 98.3 98.5 98.2 G2b

TABLE 3.

Nucleotide sequence identity (%) of S genes of different PEDV strains.

Strain name HNXX HNAY HB Genotype Strain name HNXX HNAY HB Genotype
KGS-1 98.8 98.9 98.1 G2a CH SCZG 97.9 98.5 98.3 G2b
KNU-1305 98.8 98.9 98.1 G2a AH2012-12 97.0 97.5 98.3 G2b
MIN 98.8 98.9 98.1 G2a ZL29 96.6 96.9 95.5 S-INDEL
NIG-1 98.8 99.0 98.1 G2a KNU-1406-1 96.2 96.7 95.8 S-INDEL
Kansas 125 98.8 98.9 98.0 G2a KCH-2 96.2 96.8 95.8 S-INDEL
CHZMDZY11 98.6 98.8 98.0 G2a OH851 96.2 96.8 95.8 S-INDEL
AH2012 98.3 98.5 97.7 G2a Ohio126 96.2 96.8 95.8 S-INDEL
MEX 124 98.7 98.8 97.7 G2a Indiana12.83 96.3 96.8 95.8 S-INDEL
EHM-1 98.8 98.9 97.8 G2a Iowa 106 96.2 96.8 95.8 S-INDEL
PEDV-Hjms 97.9 98.4 97.5 G2a SD-M 93.4 94.0 93.9 S-INDEL
CH JX 98.2 98.4 97.6 G2a MYZ1 96.3 96.8 95.6 S-INDEL
TC PC177-P2 97.5 98.0 96.6 G2a CHM 93.2 93.9 93.6 G1
TTR-2 97.8 98.2 96.8 G2a SM98 93.2 93.8 93.8 G1
GDS28 98.5 99.3 98.1 G2a vDR13 95.0 94.1 93.5 G1
PC22A 98.8 98.9 97.8 G2a aDR13 93.5 94.1 94.0 G1
Colorado 98.7 98.8 97.7 G2a CV777 93.5 94.2 94.1 G1
HNAY 2015 98.3 99.1 98.0 G2a JS2008 93.7 94.3 94.2 G1
HNZZ47 98.5 98.7 97.5 G2a LZC 93.0 93.7 93.4 G1
Missouri270 98.6 98.8 97.9 G2a KPEDV9 93.3 93.9 93.6 G1
CHSD2014 97.4 97.6 98.0 G2b HNXX 100 98.5 97.6 G2a
LC 97.3 97.7 98.1 G2b HNAY 98.5 100 98.6 G2
AJ1102 97.3 97.6 98.1 G2b HB 97.6 98.6 100 G2b

TABLE 4.

Amino acid identity (%) of S proteins of different PEDV strains.

Strain name HNXX HNAY HB Genotype Strain name HNXX HNAY HB Genotype
KGS-1 98.1 98.8 97.9 G2a CH SCZG 97.2 98.1 98.5 G2b
KNU-1305 98.1 98.8 97.9 G2a AH2012-12 96.8 97.7 98.5 G2b
MIN 98.1 98.8 97.9 G2a ZL29 95.5 96.2 95.3 S-INDEL
NIG-1 98.3 99.0 98.1 G2a KNU-1406-1 95.2 95.9 95.1 S-INDEL
Kansas 125 98.1 98.6 97.7 G2a KCH-2 95.3 96.0 95.2 S-INDEL
CHZMDZY11 97.6 98.4 97.4 G2a OH851 95.2 96.0 95.1 S-INDEL
AH2012 98.1 98.5 97.5 G2a Ohio126 95.4 96.1 95.3 S-INDEL
MEX 124 98.1 98.8 97.8 G2a Indiana12.83 95.4 96.1 95.3 S-INDEL
EHM-1 98.2 98.9 98.0 G2a Iowa 106 95.3 96.1 95.2 S-INDEL
PEDV-Hjms 97.5 98.3 97.3 G2a SD-M 92.3 92.9 92.8 S-INDEL
CH JX 97.8 98.3 97.4 G2a MYZ1 95.4 96.1 95.3 S-INDEL
TC PC177-P2 98.2 99.1 97.9 G2a CHM 91.9 92.7 92.5 G1
TTR-2 97.9 98.7 97.6 G2a SM98 91.9 92.7 92.5 G1
GDS28 97.6 98.7 97.9 G2a vDR13 93.6 94.4 94.4 G1
PC22A 98.1 98.8 97.9 G2a aDR13 92.6 93.3 93.2 G1
Colorado 98.1 98.8 98.0 G2a CV777 92.8 93.6 93.3 G1
HNAY 2015 97.7 99.0 98.1 G2a JS2008 92.5 93.5 93.1 G1
HNZZ47 97.3 98.0 97.2 G2a LZC 91.8 92.6 92.3 G1
Missouri270 98.1 98.8 98.0 G2a KPEDV9 92.9 93.5 93.1 G1
CHSD2014 97.0 97.8 98.3 G2b HNXX 100 97.7 96.9 G2a
LC 97.3 98.1 98.6 G2b HNAY 97.7 100 98.1 G2
AJ1102 97.3 98.1 98.6 G2b HB 96.9 98.1 100 G2b

Interestingly, sequence analysis showed that HNAY strain had a novel 21-nt insertion in its S1 gene at 1,063–1,083 nt (Figure 2A). Besides, the inserted sequence (AGAAGAACAAAUCCAGAGCCA) were the same as the sequence of its N gene at 785–805 nt (Figure 2B). Insertion of the deduced 7 aa was located at the 358–364 aa of PEDV S1 protein (Figure 2C). Besides, HNAY S protein structure was predicted by SWISS-MODEL according to the structure of PEDV USA/Colorado/2013 strain in PDB database (accession code 6VV5; Figure 3). Structure prediction showed that the 7-aa insertion might be located at the flexible loop (Leu354 to Ala363) at the apex of the trimer of PEDV S1A domain (Wrapp and McLellan, 2019).

FIGURE 2.

FIGURE 2

Sequence analysis of S gene of PEDV HNAY with representative PEDV strains. (A) Nucleotide alignment of partial S gene of PEDV HNAY with different types of reference strains. The novel insertion (AGAAGAACAAATCCAGAGCCA) in HNAY S gene is depicted as a black box. (B) Nucleotide alignment of partial N gene of PEDV HNAY with different types of reference strains. The black box indicates the position of 21 nucleotides inserted into the S gene in N gene. (C) Amino acid alignments of the partial S1 protein, insertions of seven amino acids are depicted as black boxes.

FIGURE 3.

FIGURE 3

Structure prediction of S protein of PEDV HNAY in the prefusion conformation. The primary sequence of PEDV S protein can be divided into S1 and S2. The S1 region can be further divided into S10, S1A, S1B, and S1CD (in red, admiral blue, yellow, and arctic blue, respectively). The 7-aa insertion was shown in purple within S1A domain. Viewing the trimeric PEDV HNAY S protein from the membrane distal apex and a 90° view based on the crystal structure of S protein of USA/Colorado/2013. S10, S1A, S1B, S1CD, and S2 were shown in red, admiral blue, yellow, and arctic blue, respectively, and the 7-AA insertion was in pink in the crystal structure model.

To date, three neutralizing epitopes of the PEDV S protein have been reported, including core neutralizing epitope (COE), SS2 and SS6 (Chiou et al., 2017). Multiple alignments revealed that similar to other variant strains, compared to CV777 strain, HNAY S protein possessed nine aa substitutions (A517S, S523G, V527I, T549S, G594S, A605E, L612F, I635V, and Y766S) in the COE and one amino acid substitution (Y766S) in the SS6 (Figure 4). Compared with CH/HNAY/2015 strain which was isolated in the same region as HNAY, two additional aa substitutions (D520G and H521Y) in the COE were observed in the HNAY strain. In addition to these shared mutations, HNAY strain have two unique mutations (T500A and H521Y) in the COE that were absent in other PEDV variant strains and CV777-based vaccine strains.

FIGURE 4.

FIGURE 4

The neutralizing epitopes analysis of S protein of PEDV HNAY with reference strains. The positions of COE, SS2, and SS6 are shown in black box.

Phylogenetic and Recombination Analysis

The phylogenetic tree based on the sequences of 3 PEDV isolates along with 33 PEDV reference strains revealed that they can be clustered into two groups, classical G1 and variant G2 (Figure 5A). G1 contains eight isolates: CV777, SM98, and DR13 isolated from Korea, and SD-M, LZC, CHM, and JS2008 from China. G2 includes many virulent strains from Japan, Korea, China, and the US. HNAY, HNXX, and HB were grouped in subgroup G2 as most of other isolates from China in the past 10 years. Furthermore, phylogenetic analysis of complete S genes delineated G2 group into 2a, 2b, and S-INDEL subgroups. HNXX and HB belongs to G2a and G2b, respectively, which was consistent with the phylogenetic analysis based on their complete genomes. Interestingly, HNAY strain belongs to a separate branch other than G2a and G2b (Figure 5B).

FIGURE 5.

FIGURE 5

Phylogenetic analysis of PEDV complete genome and S genes. (A) Multiple sequence alignments were generated with Clustal X and complete genome phylogenetic tree was constructed using neighbor joining (NJ) method and supported with a bootstrap test of 1,000 replicates in MEGA7. “•” indicates the PEDV strains isolated in this study. (B) S gene phylogenetic tree was constructed by using the same method as above. “•” indicates the PEDV strains isolated in this study. Scale bars indicate nucleotide substitutions per site.

To further analyze the association between PEDV HNAY and reference strains, a recombination analysis was performed by using RDP4 software (Martin et al., 2015). As shown in Figure 6, PEDV HNAY might arise by the recombination of HNZZ47 and GDS28 strains, which was supported by 6 programs (Figure 6). The major parent strain of the recombination might be HNZZ47 isolated from Henan, May 2016; the minor parent strain was GDS28 which was isolated in Guangdong, December 2012. Furthermore, we also identified potential breakpoints for recombination in the ORF1b and S region (nt 17,205–21,832). This suggests that HNAY might be derived from a natural recombination between two Chinese variant PEDV strains.

FIGURE 6.

FIGURE 6

Recombination analysis of PEDV HNAY with indicated PEDV strains. The result was described using RDP method which was supported by ≥6 programs to further characterize the potential recombination events. The black arrow indicates the regions where recombination event may occur.

Pathogenicity of PEDV Isolates in New-Born Piglets

To investigate the virulence of PEDV HNAY in piglets in comparison with that of HNXX and HB, suckling piglets were orally infected with the three PEDV strains. Clinical observation showed that piglets in challenge groups exhibited lethargy, loss of appetite, diarrhea, dehydration and vomiting at 12–20 hpi. The control pigs remained healthy. The challenged piglets began to die at 1 day post infection (dpi), and all piglets in the HNAY-, HB- and HNXX-challenged groups died within 2, 3, and 4 dpi, respectively (Figure 7A). From fecal score analysis, there was no significant difference between piglets in three groups (Figure 7B). Necropsy examinations were performed immediately after the death of the infected piglets. All the infected piglets displayed typical lesions of PED. The wall of the small intestine was thin and transparent. The small intestine and stomach were, respectively, distended and filled with curdled and undigested milk. By contrast, the intestinal organs of control piglets appeared grossly normal. Furthermore, viral RNA in fecal samples were tested positive for PEDV in challenged groups (2–6log10 genomic equivalents/mL). HNXX and HB reached peak at 1 dpi, but HNAY reached peak at 2 dpi (Figure 7C).

FIGURE 7.

FIGURE 7

Pathogenicity analysis of PEDV isolates in new-born piglets. (A) Survival rate of piglets in each group. (B) The severity of diarrhea was scored based on clinical examination; 0 = normal and no diarrhea; 1, mild and fluidic diarrhea; 2, severe watery diarrhea; with scores of 1 or more considered diarrheic. (C) Fecal virus shedding in PEDV-challenged piglets by RT-qPCR. (D) Microscopic damage in Jejunum in piglets (Original magnifications: ×20). (E) Further analysis of jejunum villous high: crypt depth ratios (VH:CD).

Microscopic examination of jejunum revealed moderate to severe, extensive, atrophic enteritis in three PEDV isolates infected piglets (Figure 7D). The jejunum VH:CD ratios ranged from 1.14 to 2.49 in PEDVs infected piglets. The VH:CD ratios in the three PEDVs infected piglets were lower when compared with that of non-infected pigs, but there was no obvious difference between three PEDVs infected groups (Figure 7E).

In addition, PEDV antigens were detected in the duodenum, jejunum, ileum, caecum, colon, rectum and MLNs of HNXX-, HB-, and HNAY-infected piglets. IHC results showed that PEDV antigens were mainly distributed in the villus epithelial cells. Specifically, viral antigen was expressed in the colon and cecum but mainly distributed in the mucosa and submucosa of the HNXX-infected piglets; viral antigen of HB-infected piglets was expressed in the mucosal epithelium of each segment of the intestine. While the tissues from the piglets in the HNAY-infected group showed remarkable levels of viral antigen in the intestinal glands and mucosal epithelium of the jejunum, and the mucosal layer of the colon and rectum (Figure 8). The results of PEDV challenge test indicate that HNAY displayed higher pathogenicity compared with two other clinical isolates.

FIGURE 8.

FIGURE 8

PEDV antigens detection in different intestinal tissues of piglets infected with PEDV isolates by immunohistochemistry. The representative pictures of viral antigens in duodenum, jejunum, ileum, caecum, colon, rectum, mesenteric lymph nodes of intestines from piglets of each group are shown, and antigens are depicted as arrows. Original magnifications: ×40.

Discussion

PED is one of the most critical diarrheal diseases threatening the global pig industry. In 2010, a new variant PEDV (G2 genotype) first emerged in Central China and spread rapidly throughout the country, resulting in big economic losses (Li et al., 2012). Subsequently, this type of virus spread to many countries in Asia, America and Europe (Peng et al., 2017). In 2014, another genotype of PEDV, designated as S-INDEL, was first detected in the USA (Wang et al., 2014). Since then, more and more variant PEDV strains, such as those with a large deletion in the S gene and deletions in the ORF1a gene, have been discovered worldwide (Lin et al., 2016). The S glycoprotein of coronaviruses contains two domains called S1 and S2. S1 domain contributes to receptor binding and S2 domain is thought to be associated with direct fusion between the viral and cellular membranes (Walls et al., 2016). Similar to other coronavirus S proteins, the PEDV S protein plays a critical role in viral entry and production of neutralization antibodies in the host. Most of the variant PEDV strains possessed insertion and deletions in the S0 domain (19–233 aa; Oka et al., 2014; Vlasova et al., 2014). Interestingly, HNAY was identified as a novel PEDV strain with 7-aa insertion (358–364 aa) in S1A domain (233–501 aa), and the inserted sequence was identical with the sequence of 785–805 nt in N gene. Although HNAY had higher sequence identity with G2a and G2b strains, phylogenetic analysis revealed that HNAY belonged to a single branch instead of G1, G2 or S-INDEL. In addition, a recombination event was identified in the genome of HNAY at 27,105–28,059 nt, where PEDV HNZZ47 and GDS28 were major and minor parents, respectively. Currently, none of clinically isolated PEDV strain has been reported to have multiple amino acid insertions in the S1A region. The prevalence of this type of variants in pig farms needs further epidemiological investigation.

Mutations in the S1 region of PEDV have been shown to be responsible for the alternation of viral tropism and pathogenicity in pigs (Gallagher and Buchmeier, 2001; Sato et al., 2011; Lee, 2015). In this study, HNAY-infected Vero cells were obviously characterized by cell fusion and syncytial formation, but viral titre was lower compared to that of the other two PEDV strains. Animal experiments showed that pigs that infected by HNAY showed most severe disease compared to those infected by HNXX and HB, as all of HNAY-infected piglets died within 2 dpi. Moreover, a partial of the PEDV N antigen was also found in caecum muscularis of HNAY-infected pigs, but not in other virus strains infected groups. Considering the particularity of this insertion position, further studies are required to decipher its role in receptor binding and virulence in the PEDV strain.

Recently, the atomic-resolution structure of prefusion PEDV spike protein has been resolved (Wrapp and McLellan, 2019). Similar to other class I fusion proteins in the prefusion conformation, PEDV S1 subunit is made up of a series of β-sheets, whereas the S2 subunit is almost composed of a series of discontinuous α-helices (Wrapp and McLellan, 2019). Interestingly, the 7-aa insertion happens to be in the flexible loop at the apex of the trimer (354–363 aa). However, this region was not clearly resolved in structure model of PEDV S protein (Wrapp and McLellan, 2019). Therefore, we predicted that this region may be an ideal insertion site for foreign proteins or peptides, which could provide clues for constructing recombinant PEDV strains with molecular markers in S1 domain by reverse genetics technology. Whether the insertion in this region affects the infectious characteristics and pathogenicity of PEDV needs further study.

Conclusion

In this study, a novel 7-aa insertion in the S1 and a recombination event were detected in PEDV HNAY strain. This insertion might affect the structure of S protein, thereby directly or indirectly altering viral tropism and pathogenicity, resulting in consistent infection in pigs. Therefore, further research is needed to determine the impact of this insertion on the pathogenicity of HNAY strain. In addition, how such PEDV variants emerged and evolved in the field needs further investigations, which would significantly contribute to the prevention and control of PED outbreaks worldwide.

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.

Ethics Statement

The animal study was reviewed and approved by the Animal Experiment Committee of Henan Academy of Agricultural Sciences.

Author Contributions

DL, YL, and GZ wrote the manuscript and conceived and initiated the study. DL, YL, and YC devised the experimental methods. WJ and HF curated the data. JW and YZ performed animal experiments. DL prepared the original manuscript draft. YL and GZ reviewed the manuscript and edited it. All authors read and approved the final manuscript.

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.

Acknowledgments

We thank to Dr. Wentao Li of Huazhong Agricultural University for the revision of this manuscript.

Footnotes

Funding. This work was supported by Grants from the National Key R&D Program (2016YFD0500704 and 2017YFD0501103), the National Natural Science Funds of China (31902281), the Science-Technology Foundation for Outstanding Young Scientists of Henan Academy of Agricultural Sciences (2020YQ25), and the State Key Laboratory of Veterinary Etiological Biology, Lanzhou Veterinary Research Institute, and the Chinese Academy of Agricultural Sciences (SKLVEB2020KFKT019).

References

  1. Bi J., Zeng S., Xiao S., Chen H., Fang L. (2012). Complete genome sequence of porcine epidemic diarrhea virus strain AJ1102 isolated from a suckling piglet with acute diarrhea in China. J. Virol. 86 10910–10911. 10.1128/JVI.01919-12 [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Chen Q., Li G., Stasko J., Thomas J. T., Stensland W. R., Pillatzki A. E., et al. (2014). Isolation and characterization of porcine epidemic diarrhea viruses associated with the 2013 disease outbreak among swine in the United States. J. Clin. Microbiol. 52 234–243. 10.1128/JCM.02820-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Chiou H. Y., Huang Y. L., Deng M. C., Chang C. Y., Jeng C. R., Tsai P. S., et al. (2017). Phylogenetic analysis of the spike (S) gene of the new variants of porcine epidemic diarrhoea virus in taiwan. Transbound Emerg. Dis. 64 157–166. 10.1111/tbed.12357 [DOI] [PubMed] [Google Scholar]
  4. Durham P. J., Stevenson B. J., Farquharson B. C. (1979). Rotavirus and coronavirus associated diarrhoea in domestic animals. N. Z. Vet. J. 27 30–32. 10.1080/00480169.1979.34595 [DOI] [PubMed] [Google Scholar]
  5. Gallagher T. M., Buchmeier M. J. (2001). Coronavirus spike proteins in viral entry and pathogenesis. Virology 279 371–374. 10.1006/viro.2000.0757 [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Hasoksuz M., Alekseev K., Vlasova A., Zhang X., Spiro D., Halpin R., et al. (2007). Biologic, antigenic, and full-length genomic characterization of a bovine-like coronavirus isolated from a giraffe. J. Virol. 81 4981–4990. 10.1128/JVI.02361-06 [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Huang Y. W., Dickerman A. W., Piñeyro P., Li L., Fang L., Kiehne R., et al. (2013). Origin, evolution, and genotyping of emergent porcine epidemic diarrhea virus strains in the United States. mBio 4 e00737–13. 10.1128/mBio.00737-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Jung K., Wang Q., Scheuer K. A., Lu Z., Zhang Y., Saif L. J. (2014). Pathology of US porcine epidemic diarrhea virus strain PC21A in gnotobiotic pigs. Emerg. Infect. Dis. 20 662–665. 10.3201/eid2004.131685 [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Law H. K., Cheung C. Y., Ng H. Y., Sia S. F., Chan Y. O., Luk W., et al. (2005). Chemokine up-regulation in SARS-coronavirus-infected, monocyte-derived human dendritic cells. Blood 106 2366–2374. 10.1182/blood-2004-10-4166 [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Lee C. (2015). Porcine epidemic diarrhea virus: an emerging and re-emerging epizootic swine virus. Virol. J. 12:193. 10.1186/s12985-015-0421-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Li D., Feng H., Liu Y., Chen Y., Wei Q., Wang J., et al. (2018). Molecular evolution of porcine epidemic diarrhea virus and porcine deltacoronavirus strains in Central China. Res. Vet. Sci. 120 63–69. 10.1016/j.rvsc.2018.06.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Li W., Li H., Liu Y., Pan Y., Deng F., Song Y., et al. (2012). New variants of porcine epidemic diarrhea virus, China, 2011. Emerg. Infect. Dis. 18 1350–1353. 10.3201/eid1808.120002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Lin C. M., Annamalai T., Liu X., Gao X., Lu Z., El-Tholoth M., et al. (2015). Experimental infection of a US spike-insertion deletion porcine epidemic diarrhea virus in conventional nursing piglets and cross-protection to the original US PEDV infection. Vet. Res. 46:134. 10.1186/s13567-015-0278-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Lin C. M., Jeng C. R., Hsiao S. H., Liu J. P., Chang C. C., Chiou M. T., et al. (2011). Immunopathological characterization of porcine circovirus type 2 infection-associated follicular changes in inguinal lymph nodes using high-throughput tissue microarray. Vet. Microbiol. 149 72–84. 10.1016/j.vetmic.2010.10.018 [DOI] [PubMed] [Google Scholar]
  15. Lin C. M., Saif L. J., Marthaler D., Marthaler D. (2016). Evolution, antigenicity and pathogenicity of global porcine epidemic diarrhea virus strains. Virus Res. 226 20–39. 10.1016/j.virusres.2016.05.023 [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Lorusso A., Decaro N., Schellen P., Rottier P. J. M., Buonavoglia C., Haijema B. J., et al. (2008). Gain, preservation, and loss of a group 1a coronavirus accessory glycoprotein. J. Virol. 82 10312–10317. 10.1128/JVI.01031-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Martin D. P., Murrell B., Golden M., Khoosal A., Muhire B. (2015). RDP4: Detection and analysis of recombination patterns in virus genomes. Virus Evol. 1:vev003. 10.1093/ve/vev003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Oka T., Saif L. J., Marthaler D., Esseili M. A., Meulia T., Lin C. M., et al. (2014). Cell culture isolation and sequence analysis of genetically diverse US porcine epidemic diarrhea virus strains including a novel strain with a large deletion in the spike gene. Vet. Microbiol. 173 258–269. 10.1016/j.vetmic.2014.08.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Pan Y., Saif L. J., Marthaler D., Esseili M. A., Meulia T., Lin C. M., et al. (2012). Isolation and characterization of a variant porcine epidemic diarrhea virus in China. Virol. J. 9:195. 10.1186/1743-422X-9-195 [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Park S., Kim S., Song D., Park B. (2014). Novel porcine epidemic diarrhea virus variant with large genomic deletion, South Korea. Emerg. Infect Dis. 20 2089–2092. 10.3201/eid2012.131642 [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Pasick J., Berhane Y., Ojkic D., Maxie G., Embury−Hyatt C., Swekla K., et al. (2014). Investigation into the role of potentially contaminated feed as a source of the first-detected outbreaks of porcine epidemic diarrhea in Canada. Transbound Emerg. Dis. 61 397–410. 10.1111/tbed.12269 [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Peng J. Y., Jian C. Z., Chang C. Y., Chang H. W. (2017). “Porcine epidemic diarrhea,” in Emerging and Re-Emerging Infectious Diseases of Livestock, ed. Bayry J. (Cham: Springer; ), 10.1007/978-3-319-47426-7 [DOI] [Google Scholar]
  23. Pensaert M. B., de Bouck P. (1978). A new coronavirus-like particle associated with diarrhea in swine. Arch. Virol. 58 243–247. 10.1007/BF01317606 [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Reed L. J., Muench H. (1938). A simple method of estimating fifty percent endpoints. Am. J. Hyg. 1938 493–497. 10.1093/oxfordjournals.aje.a118408 [DOI] [Google Scholar]
  25. Sato T., Takeyama N., Katsumata A., Tuchiya K., Kodama T., Kusanagi K. (2011). Mutations in the spike gene of porcine epidemic diarrhea virus associated with growth adaptation in vitro and attenuation of virulence in vivo. Virus Genes 43 72–78. 10.1007/s11262-011-0617-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Song D., Park B. (2012). Porcine epidemic diarrhoea virus: a comprehensive review of molecular epidemiology, diagnosis, and vaccines. Virus Genes 44 167–175. 10.1007/s11262-012-0713-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. Stevenson G. W., Hoang H., Schwartz K. J., Burrough E. R., Sun D., Madson D., et al. (2013). Emergence of Porcine epidemic diarrhea virus in the United States: clinical signs, lesions, and viral genomic sequences. J. Vet. Diagn. Invest. 25 649–654. 10.1177/1040638713501675 [DOI] [PubMed] [Google Scholar]
  28. Su Y., Liu Y., Chen Y., Xing G., Hao H., Wei Q., et al. (2018). A novel duplex TaqMan probe-based real-time RT-qPCR for detecting and differentiating classical and variant porcine epidemic diarrhea viruses. Mol. Cell Probes. 37 6–11. 10.1016/j.mcp.2017.10.003 [DOI] [PubMed] [Google Scholar]
  29. Su Y., Liu Y., Chen Y., Zhao B., Ji P., Xing G., et al. (2016). Detection and phylogenetic analysis of porcine epidemic diarrhea virus in central China based on the ORF3 gene and the S1 gene. Virol. J. 13:192. 10.1186/s12985-016-0646-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Sun D., Wang X., Wei S., Chen J., Feng L. (2016). Epidemiology and vaccine of porcine epidemic diarrhea virus in China: a mini-review. J. Vet. Med. Sci. 78 355–363. 10.1292/jvms.15-0446 [DOI] [PMC free article] [PubMed] [Google Scholar]
  31. Vaughn E. M., Halbur P. G., Paul P. S. (1995). Sequence comparison of porcine respiratory coronavirus isolates reveals heterogeneity in the S, 3, and 3-1 genes. J. Virol. 69 3176–3184. 10.1128/JVI.69.5.3176-3184.1995 [DOI] [PMC free article] [PubMed] [Google Scholar]
  32. Vennema H., Poland A., Foley J., Pedersen N. C. (1998). Feline infectious peritonitis viruses arise by mutation from endemic feline enteric coronaviruses. Virology 243 150–157. 10.1006/viro.1998.9045 [DOI] [PMC free article] [PubMed] [Google Scholar]
  33. Vijgen L., Keyaerts E., Moës E., Thoelen I., Wollants E., Lemey P., et al. (2005). Complete genomic sequence of human coronavirus OC43: molecular clock analysis suggests a relatively recent zoonotic coronavirus transmission event. J. Virol. 79 1595–1604. 10.1128/JVI.79.3.1595-1604.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
  34. Vlasova A. N., Marthaler D., Wang Q., Culhane M. R., Rossow K., Rovira A., et al. (2014). Distinct characteristics and complex evolution of PEDV strains, North America, May 2013-February 2014. Emerg. Infect. Dis. 20 1620–1628. 10.3201/eid2010.140491 [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Walls A. C., Tortorici M. A., Jan Bosch B., Frenz B., Rottier P. J. M., DiMaio F., et al. (2016). Cryo-electron microscopy structure of a coronavirus spike glycoprotein trimer. Nature 531 114–117. 10.1038/nature16988 [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Wang D., Fang L., Xiao S. (2016). Porcine epidemic diarrhea in China. Virus Res. 226 7–13. 10.1016/j.virusres.2016.05.026 [DOI] [PMC free article] [PubMed] [Google Scholar]
  37. Wang L., Byrum B., Zhang Y. (2014). New variant of porcine epidemic diarrhea virus, United States, 2014. Emerg. Infect. Dis. 20 917–919. 10.3201/eid2005.140195 [DOI] [PMC free article] [PubMed] [Google Scholar]
  38. Wang Q., Vlasova A. N., Kenney S. P., Saif L. J. (2019). Emerging and re-emerging coronaviruses in pigs. Curr. Opin. Virol. 34 39–49. 10.1016/j.coviro.2018.12.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  39. Wang X. M., Niu B. B., Yan H., Gao D. S., Yang X., Chen L., et al. (2013). Genetic properties of endemic Chinese porcine epidemic diarrhea virus strains isolated since 2010. Arch. Virol. 158 2487–2494. 10.1007/s00705-013-1767-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  40. Wrapp D., McLellan J. S. (2019). The 3.1-angstrom cryo-electron microscopy structure of the porcine epidemic diarrhea virus spike protein in the prefusion conformation. J. Virol. 93:e00923-19. 10.1128/JVI.00923-19 [DOI] [PMC free article] [PubMed] [Google Scholar]
  41. Zhao X., Li Z., Zeng X., Zhang G., Niu J., Sun B., et al. (2017). Sequence analysis of the spike gene of Porcine epidemic diarrhea virus isolated from South China during 2011-2015. J. Vet. Sci. 18 237–243. 10.4142/jvs.2017.18.2.237 [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Zhu T., Du S., Cao D., Pei Z., Guo Y., Shao H., et al. (2019). Isolation and identification of a variant subtype G 2b porcine epidemic diarrhea virus and S gene sequence characteristic. Infect. Genet. Evol. 71 82–90. 10.1016/j.meegid.2019.03.015 [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

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.


Articles from Frontiers in Microbiology are provided here courtesy of Frontiers Media SA

RESOURCES