Literature DB >> 22748120

Development and evaluation of loop-mediated isothermal amplification assay for rapid and sensitive detection of canine parvovirus DNA directly in faecal specimens.

H K Mukhopadhyay1, S Amsaveni, S L Matta, P X Antony, J Thanislass, R M Pillai.   

Abstract

AIMS: To develop a specific and highly sensitive loop-mediated isothermal amplification (LAMP) technique for the rapid detection of canine parvovirus (CPV) DNA directly in suspected faecal samples of dogs by employing a simple method of template preparation. METHODS AND
RESULTS: LAMP reaction was developed by designing two sets of outer and inner primers, which target a total of six distinct regions on VP2 gene of CPV. The template DNA was prepared by a simple boiling and chilling method. Of the 140 faecal samples screened by the developed LAMP and the conventional PCR assays, 104 samples (74·28%) were found positive by LAMP, whereas 81 samples (57·85%) were found positive by PCR. The specificity of the LAMP assay was tested by cross-examination of common pathogens of dogs and further confirmed by sequencing. The detection limit of the LAMP was 0·0001 TCID₅₀ ml⁻¹, whereas the detection limit of the PCR was 1000 TCID₅₀ ml⁻¹.
CONCLUSIONS: The developed LAMP assay detects CPV DNA in faecal specimens directly within an hour by following a simple and rapid boiling and chilling method of template preparation. The result also shows that the developed LAMP assay is specific and highly sensitive in detecting CPV. SIGNIFICANCE AND IMPACT OF THE STUDY: The result indicates the potential usefulness of LAMP which is a simple, rapid, specific, highly sensitive and cost-effective field-based method for direct detection of CPV from the suspected faecal samples of dogs.
© 2012 The Authors. Letters in Applied Microbiology © 2012 The Society for Applied Microbiology.

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Year:  2012        PMID: 22748120      PMCID: PMC7197762          DOI: 10.1111/j.1472-765X.2012.03284.x

Source DB:  PubMed          Journal:  Lett Appl Microbiol        ISSN: 0266-8254            Impact factor:   2.858


Introduction

Canine parvovirus (CPV) is a small non‐enveloped ssDNA virus having a genome of approximately 5000 bases that encodes two structural (VP1 and VP2) and two non‐structural (NS1 and NS2) proteins (Cotmore and Tattershall 1987). CPV‐2 is the most significant viral cause of canine enteritis responsible for neonatal death in pups (Parrish 1999). It emerged as a potentially fatal and highly contagious viral disease in 1978 (Appel ). Few years after its emergence, CPV‐2 was completely replaced by two antigenic variants designated as CPV‐2a and CPV‐2b which is now distributed worldwide (Parrish ). In 2001, a novel CPV mutant with an amino acid substitution at position 426 (Asp → Glu), called CPV‐2c, emerged in Italy (Buonavoglia ). Currently, CPV‐2c is broadly distributed and co‐exists with CPV‐2a and CPV‐2b types in Europe, Australia, North and South American countries (Decaro ; Spibey ). Similarly, CPV types 2a/2b, having mutation at residue 297 (Ser→Ala) and designated as New CPV‐2a/2b, have been reported from various countries including India in recent times (Ohshima ; Mohanraj ). In Puducherry, southern India, 16 CPV‐2a variants (297 Ser →Ala) termed as ‘new CPV‐2a’ were detected among vaccinated and unvaccinated dog population (Mohanraj ). Recently, 24 new CPV‐2a and two new CPV‐2b strains were detected among vaccinated and unvaccinated dog populations from 5 different states/union territories in South India (Vivek 2011). Several detection methods have been developed to detect proteins and nucleic acids of CPV, and many of these tests are effective and accurate in detecting the virus infection in laboratory, but they require the use of expensive equipments and are often laborious and time‐consuming. Early and rapid diagnosis is necessary so that the infected dogs can be isolated to prevent the spread of the disease and also to administer supportive treatment to reduce morbidity and mortality. Therefore, a better detection method would be one that is not only speedy, accurate and sensitive, but also simple and economical for its practical field‐based applications. Several PCR‐based detection methods for CPV in faecal samples including PCR–restriction fragment length polymorphism (Sakulwira ), nested PCR (Hirasawa ) and real‐time PCR (Decaro ) have been applied for laboratory diagnosis because of their sensitivity and specificity. However, these assays require 2–4 h, special equipments and technical expertise. Therefore, a novel nucleic acid amplification method, termed loop‐mediated isothermal amplification (LAMP), which amplifies specific DNA sequences under isothermal conditions within 60 min, was developed as a simple, rapid, specific and cost‐effective alternative (Notomi ). Specific amplification can be detected by observing directly the turbidity (Mori ), the fluorescence after adding DNA‐binding dyes like propidium iodide (Hill ) or by the presence of ladder‐like multiple bands on 2·0% agarose gel (Parida ). LAMP technique can be used as a potent field diagnostic test for the detection of CPV as it is less sensitive than PCR to inhibitory substances present in biological samples (faeces). This method has been applied successfully for the detection of porcine parvovirus (Chen ), goose parvovirus (JinLong ), canine distemper virus (Cho and Park 2005), Leptospira spp. (Lin ), Haemophilus influenzae (Torigoe ), E. coli (Hill ), Dirofilaria immitis (Aonuma ), Babesia canis (Muller ) and many other pathogens. Detection of CPV by LAMP having a detection limit of 0·1 TCID50 ml−1 was reported by Cho , where the extraction kit using DNAzol was used for template DNA preparation from faecal samples. The purpose of the study hereby reported was to develop and evaluate a LAMP technique, for direct detection of CPV DNA in faecal samples of suspected dogs without using any DNA extraction kit/reagents so as to make it economical, rapid and a simple field‐based technique. Two sets of highly specific primers were designed and used for the detection of CPV by LAMP, and the results were compared with those from a conventional PCR assay.

Materials and methods

CPV strains

CPV‐2 vaccine strain (Strain C154; Intervet, India Pvt Ltd, Pune, India), new CPV‐2b vaccine strain (Fort Dodge Animal Health Inc., KS, USA) and new CPV‐2a and new CPV‐2b strains (GenBank Accession nos. GU139554.1 and JN008393.1, respectively) maintained in the Department of Veterinary Microbiology, Rajiv Gandhi College of Veterinary and Animal Sciences, Puducherry, India, were utilized to develop the LAMP technique.

Designing of LAMP primers

The highly conserved region of the VP2 gene of the CPV (GenBank Accession no. NC_001539.1) was selected as the LAMP target for designing four specific LAMP primers. LAMP primers were designed using the Primer Explorer version 4.0 http://loopamp.eiken.co.jp/e/: forward inner primer (FIP), backward inner primer (BIP), forward outer primer (F3) and backward outer primer (B3). The location and the sequences of the primers are shown in Fig. 1 and Table 1, respectively.
Figure 1

 Location of primers in VP2 gene of canine parvovirus (GenBank Accession no. NC_001539.1) The forward inner primer and backward inner primer inner primers contain two distinct sequences (F1c + F2 and B1c + B2, respectively).

Table 1

 Sequence of primers

Primers*5′pos3′posSequence
F38128345′ GTAAACCATGTAGACTAACACAT 3′
B3100310225′ GCACTATAACCAACCTCAGC 3′
FIPGCTCCTTCAGATTGAGGCAAAGA‐CATGGCAAACAAATAGAGCA
BIPGAGTTCAACAAGATAAAAGACGTGG‐GGTCTCATAATAGTAGCTTCAGT

*FIP, Forward inner primer. BIP, backward inner primer.

Location of primers in VP2 gene of canine parvovirus (GenBank Accession no. NC_001539.1) The forward inner primer and backward inner primer inner primers contain two distinct sequences (F1c + F2 and B1c + B2, respectively). Sequence of primers *FIP, Forward inner primer. BIP, backward inner primer.

Extraction of DNA from vaccine/standard strains

DNA was extracted from CPV strains by a boiling and chilling method. Approximately 100 μl of supernatant was taken from the reconstituted cell culture fluid, boiled at 96°C for 10 min, followed by an immediate chilling in crushed ice for 5 min and centrifuged at 12 000  for 10 min. The collected supernatant was stored at −20°C until further use.

Optimization of LAMP reaction

The template DNA prepared from CPV‐2 (Strain C154; Intervet) was used to optimize the LAMP reaction. LAMP technique was performed as described by Notomi . LAMP was performed in 25 μl total reaction volume containing 2 μl of extracted DNA (template), 1 μl (40 pmol) each of FIP and BIP, 1 μl (5 pmol) each of F3 and B3, 2·5 μl of a 10× ThermoPol reaction buffer, 3·5 μl of 1·4 mmol l−1 deoxynucleotide triphosphates, 1·5 μl of 8 mmol l−1 MgSO4, 4 μl of 0·8 mol l−1 betaine, 1 μl of 8 U Bst DNA polymerase large fragment and 6·5 μl of sterile triple distilled water. Except betaine (Sigma‐Aldrich, St Louis, MO), all the other reagents were obtained from New England Biolabs (Ipswich, MA, USA) The following temperatures were tested to determine the optimum reaction temperature for the LAMP reaction: 62, 63, 64 and 65°C, with a termination temperature of 80°C for 2 min. After confirming the optimum reaction temperature, reaction times (15, 30, 45 and 60 min) were tested to determine the most favourable reaction time. Amplified products were analysed on 2% agarose gel electrophoresis. Varying concentrations of MgSO4 like 5, 6 and 8 mmol l−1 were also tried for optimization of LAMP. The positivity of LAMP reaction was detected initially by the development of turbidity and the addition of 2 μl of propidium iodide (1 mg ml−1; Sigma‐Aldrich) to LAMP products followed by the presence of bands in ladder‐like pattern on 2% agarose gel electrophoresis.

Comparison of DNA extraction by DNA isolation kit with a boiling and chilling method

DNA was extracted from 0·25 g of healthy dog faeces spiked with CPV‐2 vaccine strain (strain C154; Intervet, 106·5 TCID50) by employing Ultraclean® Faecal DNA isolation kit (Mo Bio laboratories, Inc., Carlsbad, CA) according to manufacturer’s instructions and also by the rapid boiling and chilling method described earlier. Templates that are diluted (serial tenfold) (10−1–10−7), prepared by both the methods, were subjected to LAMP assay.

Specificity and sensitivity of LAMP assay

The specificity of the designed LAMP primers was determined by cross‐examination of templates extracted from canine adenovirus 1 (Indian Immunologicals Ltd), canine coronavirus (Pfizer Animal Health, New York, USA) and canine distemper virus (Intervet) vaccines and Leptospira icterohemorrhagiae (strain RGA; National Leptospirosis Reference Centre, Regional Medical Research Centre, Andaman and Nicobar Islands, India). The specificity of the LAMP assay was further confirmed by bidirectional custom sequencing of LAMP products by employing outer primers (F3 and B3). The sequences were analysed and identified using Blast (http://blast.ncbi.nlm.nih.gov/Blast.cgi) from the GenBank database. The sensitivity of the LAMP assay was determined by a tenfold serial dilution of the CPV‐2 strain (strain C154; Intervet, 106·5 TCID50) in faecal emulsions obtained from a healthy dog to resemble the field conditions. The template DNA from each dilution was prepared in duplicate by applying the boiling and chilling method and subjected to LAMP and conventional PCR assays (Buonavoglia ).

Collection and processing of faecal samples for LAMP and conventional PCR

A total of 140 faecal samples were collected from CPV‐suspected dogs from eight different states/union territories in India during 2010–2011. Faecal samples were directly collected from rectum using sterile swabs, immersed in 1·5 ml of sterile PBS, stored at 4°C and transported as early as possible to the laboratory under refrigeration. The emulsions were centrifuged at 6000  for 15 min at 4°C, and the supernatant was collected and stored at −40°C until further use. The details of the faecal samples collected are presented in Table 2.
Table 2

 Details of collected samples

Sl. no.State/Union TerritoryPlaceClinical samples
1Union Territory of PondicherryPuducherry26
2Tamil NaduChennai9
Coimbatore6
Tirupur5
Erode8
Salem3
Chengalpattu3
3KerelaPalakkad11
Thrissur4
Trivandrum5
4Andhra PradeshHyderabad6
Tirupati10
Kakinada9
5KarnatakaBangalore12
6Uttar PradeshBareilly8
7MaharashtraMumbai3
8GoaPanaji12
Total140
Details of collected samples Template DNA was prepared from all the 140 faecal samples by the boiling and chilling method as detailed above. Extracted DNA was subjected to LAMP assay as described earlier.

Conventional PCR assay

All the 140 faecal samples of dogs suspected for CPV were also subjected to conventional PCR by using H primers for amplifying a 630‐bp fragment of the VP2 gene encoding capsid protein (Buonavoglia ). The template DNA was prepared by the similar boiling and chilling method as in LAMP assay, and the supernatant was diluted 1 : 10 in sterile distilled water to reduce residual inhibitors of Taq DNA polymerase activity (Decaro ).

Statistical analysis

The differences in CPV detection rates by LAMP and PCR assays were determined by McNemar test. This was calculated as , d.f. = 1 (r and s are the numbers of discordant pairs) (Riffenburgh 2006).

Results

Optimization of LAMP reaction was carried out using different time–temperature combinations and MgSO4 concentrations. The amplicons that were formed at 62, 63, 64, and 65°C at different time intervals were analysed on 2% agarose gel electrophoresis. The clearest bands were detected after incubation at 63°C for 60 min. Among various concentrations of MgSO4 tried, ladder pattern was the clearest at 8 mmol l−1 concentration. The comparative analysis of DNA extraction carried out by the DNA isolation kit and the boiling and chilling methods revealed that there is no difference as the templates got amplified in all the seven dilutions (10−1–10−7). The LAMP products were initially screened by observing turbidity (Fig. 2a) and by adding 2 μl of propidium iodide (1 mg ml−1), a DNA‐binding dye to each reaction tube under ambient and UV light. A change of colour from reddish orange to pink under ambient light (Fig. 2b) and fluorescence under UV light by propidium iodide indicated a positive reaction (Fig. 2c). All the LAMP products were also subjected to 2% agarose gel electrophoresis for confirmation. Of the 140 samples screened by LAMP, 104 samples (74·28%) were positive yielding bands in ladder‐like pattern upon 2% agarose gel electrophoresis. All the 140 samples were also screened by conventional PCR using H primers, and 81 samples (57·85%) were found as positive yielding 630‐bp products (Fig. 3a,b). McNemar test was performed to compare the sensitivities of both the assays, and the P value obtained was <0·0001 which suggests that the proportion of positive results is significantly different for the two assays (Table 3).
Figure 2

 Visual detection of loop‐mediated isothermal amplification (LAMP) products by (a) observing white turbidity, tube 1 shows turbidity which is considered as positive. (b) Addition of propidium iodide in the LAMP reaction tube and observed under ambient light, positive reaction (tube 2) shows a change of colour to pink, which can be differentiated from reddish orange colour of a negative reaction (tube 1) (c) Addition of propidium iodide in the LAMP reaction tube and viewed under UV for fluorescence (tube 1‐positive control, tube 2 to 4‐CPV positive clinical samples, tube 5‐negative clinical sample, tube 6‐negative control).

Figure 3

 (a) Screening of canine parvovirus (CPV)‐suspected faecal samples by agarose gel electrophoresis of loop‐mediated isothermal amplification products; Lane 1, negative control (faecal sample from healthy dog); Lanes 2–7, positive samples; Lane 8, negative sample; Lane 9, positive control (CPV‐2); and Lane 10, 100‐bp DNA ladder (b) Screening of CPV‐suspected faecal samples by agarose gel electrophoresis analysis of PCR products showing amplification of specific region of VP2 gene (630 bp) using H primers; Lane 1, negative control (faecal samples from healthy dog); Lanes 2–5, positive samples; Lane 6, positive control (CPV‐2); and Lane 7, 100‐bp DNA ladder.

Table 3

 Comparison of loop‐mediated isothermal amplification (LAMP) and PCR for the detection of canine parvovirus from suspected faecal samples of dogs

PCRLAMPTotal
+
+81081
233659
Total10436140
Visual detection of loop‐mediated isothermal amplification (LAMP) products by (a) observing white turbidity, tube 1 shows turbidity which is considered as positive. (b) Addition of propidium iodide in the LAMP reaction tube and observed under ambient light, positive reaction (tube 2) shows a change of colour to pink, which can be differentiated from reddish orange colour of a negative reaction (tube 1) (c) Addition of propidium iodide in the LAMP reaction tube and viewed under UV for fluorescence (tube 1‐positive control, tube 2 to 4‐CPV positive clinical samples, tube 5‐negative clinical sample, tube 6‐negative control). (a) Screening of canine parvovirus (CPV)‐suspected faecal samples by agarose gel electrophoresis of loop‐mediated isothermal amplification products; Lane 1, negative control (faecal sample from healthy dog); Lanes 2–7, positive samples; Lane 8, negative sample; Lane 9, positive control (CPV‐2); and Lane 10, 100‐bp DNA ladder (b) Screening of CPV‐suspected faecal samples by agarose gel electrophoresis analysis of PCR products showing amplification of specific region of VP2 gene (630 bp) using H primers; Lane 1, negative control (faecal samples from healthy dog); Lanes 2–5, positive samples; Lane 6, positive control (CPV‐2); and Lane 7, 100‐bp DNA ladder. Comparison of loop‐mediated isothermal amplification (LAMP) and PCR for the detection of canine parvovirus from suspected faecal samples of dogs The specificity of the LAMP assay was confirmed using template DNA prepared from canine adenovirus 1, canine coronavirus, canine distemper virus and Leptospira icterohemorrhagiae. No amplification products were detected in the above template DNA, whereas only CPV‐2, new CPV 2a and new CPV 2b strains showed positive reactions (Fig. 4). The specificity of the amplified products was further confirmed by bidirectional custom sequencing of the LAMP products by employing outer primers and the sequences of the amplified products perfectly aligned with nucleotide sequences of CPV available in GenBank database (Supporting information Table S1). The sensitivity of LAMP and PCR assays were determined and compared by subjecting the templates prepared from serially diluted (tenfold) CPV‐2 strain (106·5 TCID50 ml−1) in faecal emulsions. The detection limits of LAMP and PCR assays were 0·0001 TCID50 ml−1 and 1000 TCID50 ml−1, respectively (Fig. 5a,b).
Figure 4

 Specificity of loop‐mediated isothermal amplification assay. Lane 1, canine parvovirus (CPV)‐2; Lane 2, new CPV‐2a; Lane 3, new CPV‐2b; Lane 4, Canine coronavirus; Lane 5, Canine adenovirus 1; Lane 6, Leptospira icterohemorrhagiae; Lane 7, Canine distemper virus; and Lane 8, Negative control. No amplification was seen in Lanes 4–7.

Figure 5

 (a) Sensitivity of loop‐mediated isothermal amplification assay. Lane 1, negative control; Lane 2–8 serial dilutions (10−5–10−11); Lane 9, positive control; Lane 10, 100‐bp DNA ladder, Detection limit up to 10−10 dilution (i.e.) 0·0001 TCID50 ml−1 (b) Sensitivity of PCR assay using H primers. Lane 1, negative control; Lane 2–5 serial dilutions (10−1–10−4); Lane 6, positive control; Lane 7, 100‐bp DNA ladder, Detection limit up to 10−3 dilution (i.e.) 1000 TCID50 ml−1.

Specificity of loop‐mediated isothermal amplification assay. Lane 1, canine parvovirus (CPV)‐2; Lane 2, new CPV‐2a; Lane 3, new CPV‐2b; Lane 4, Canine coronavirus; Lane 5, Canine adenovirus 1; Lane 6, Leptospira icterohemorrhagiae; Lane 7, Canine distemper virus; and Lane 8, Negative control. No amplification was seen in Lanes 4–7. (a) Sensitivity of loop‐mediated isothermal amplification assay. Lane 1, negative control; Lane 2–8 serial dilutions (10−5–10−11); Lane 9, positive control; Lane 10, 100‐bp DNA ladder, Detection limit up to 10−10 dilution (i.e.) 0·0001 TCID50 ml−1 (b) Sensitivity of PCR assay using H primers. Lane 1, negative control; Lane 2–5 serial dilutions (10−1–10−4); Lane 6, positive control; Lane 7, 100‐bp DNA ladder, Detection limit up to 10−3 dilution (i.e.) 1000 TCID50 ml−1.

Discussion

CPV is one of the most dreadful diseases in young pups. Early detection and isolation of the affected animals is one of the most logical strategies to reduce the risk of further transmission. The LAMP assay, developed in this study for direct detection of CPV DNA from suspected faecal samples, could identify CPV within one hour of DNA extraction. The boiling and chilling method for template preparation was as sensitive as the kit method. The boiling and chilling method for template preparation adopted in this study was simple, cost‐effective, less labour oriented and less time‐consuming when compared to kit method. The boiling and chilling method of DNA extraction is easy to perform and can be readily adopted in clinical laboratories for field diagnosis of CPV infection by LAMP assay. Nemoto used a similar technique for direct detection of equine herpes virus‐1 DNA in nasal swabs of horses. In the present study, of the 140 clinical samples tested, 104 (74·28%) and 81 samples (57·85%) were detected positive for CPV by LAMP and PCR assays, respectively. In an earlier study, Cho reported that of the 50 CPV‐suspected faecal samples, 37 (74·0%) were positive by PCR, whereas 40 of 50 faecal samples (80·0%) were found positive by LAMP. Chen compared the detection rates of porcine parvovirus by PCR (93·6%) and LAMP (97·6%) from 125 clinical samples and reported higher detection rate in LAMP. Decaro developed a rapid and sensitive real‐time PCR assay for detecting and quantifying CPV‐2 DNA in the faeces of dogs with diarrhoea. However, use of real‐time PCR assay is limited because of cost of instrumentation, cost of enzyme mixes sold by the machine manufacturers and the cost of reagents especially fluorogenic probe that is more expensive than the regular primers (Curry ). JinLong analysed LAMP and fluorescent quantitative real‐time PCR (FQ‐PCR) assay for goose parvovirus infected gosling tissues. Twenty one of the 30 samples were tested positive, while nine were negative, based on FQ‐PCR and LAMP. In the present study, significant difference was found between LAMP and conventional PCR assays for direct detection of CPV DNA in faecal samples. Bst polymerase used in LAMP is reported to be more tolerant than Taq polymerase to inhibitors present in biological materials like faecal samples (Monteiro ; Bakheit ). As a simple and cost‐effective boiling and chilling method of template preparation was adopted in this study, it would have probably resulted in inactivation of Taq polymerase by faecal inhibitors in certain cases leading to problems related to sensitivity of PCR assay. Moreover, the size of the amplicon was 630 bp, and a longer amplicon size would have resulted in false negative result in few cases as it has been demonstrated by Tilley (2004) during PCR amplification of wheat sequences from DNA. LAMP was also found to detect more numbers of positive cases than PCR for the identification of toxoplasma DNA (Krasteva ), taenid DNA (Nkouawa ) and equine rotavirus in faecal specimens (Nemoto ) which corroborates with the findings of the present study. The specificity of the LAMP assay developed in this study was confirmed by the presence of multiple DNA bands in ladder‐like pattern with CPV‐2, new CPV‐2b and new CPV‐2a strains and the absence of the amplification products with the other commonly occurring pathogens of dogs like canine adenovirus 1, canine coronavirus, canine distemper virus and Leptospira icterohemorrhagiae. The detection limit of the developed LAMP assay was 0·0001 TCID50 ml−1 as the virus diluted up to 10−10 revealed the amplified products. On the other hand, the conventional PCR assay could detect only up to 1000 TCID50 ml−1 of virus (up to 10−3 dilution). Therefore, the developed LAMP assay was found to be more sensitive in comparison with conventional PCR assay. Similar higher sensitivity of LAMP over PCR was also reported by Krasteva and Nemoto , whereas Cho reported the detection limit of LAMP as 0·1 TCID50 ml−1 from CPV‐suspected faecal samples. There are several reports of CPV infection among vaccinated and unvaccinated dogs from different parts of India (Chinchkar ; Panneer ; Mohanraj ). Therefore, the development of a simple, rapid, sensitive, cost‐effective and specific diagnostic test like loop‐mediated isothermal amplification (LAMP) technique, for direct detection of CPV in faecal specimens without the elaborate steps involved in template DNA preparation, would be a real boon to veterinary clinicians in resource‐limited veterinary clinics and laboratories for effective control of CPV infections in canines. Figure S1 (a) Screening of CPV suspected feacal samples by agarose gel electrophoresis of LAMP products; Lane 1, 100 bp DNA ladder, Lanes 2,3,5 and 8, Positive samples; Lane 4,6 and 7, Negative sample; Lane 9, Positive control (CPV‐2) and Lane 10, Negative control (faecal sample from a healthy dog). Table S1 Nucleotide sequence and sequence analysis of VP2 gene of Canine parvovirus (LAMP product) Supporting info item Click here for additional data file.
  31 in total

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