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Original research
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Peer reviewed
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Evaluation of alternative
antemortem diagnostic samples for porcine reproductive and respiratory syndrome
virus
Evaluación
de muestras alternativas de diagnóstico antemortem para el virus
del síndrome reproductivo y respiratorio porcino
Évaluation
d’échantillons diagnostiques ante-mortem alternatifs lors
d’infection par le virus du syndrome reproducteur et respiratoire
porcin
Abby R. Patterson,
DVM, MS; Locke A. Karriker, DVM, MS, DACVPM; Richard B. Evans, PhD; Kyoung-Jin
Yoon, DVM, MS, PhD, DACVM
ARP, LAK, RBE: Iowa
State University, Department of Veterinary Diagnostic and Production Animal
Medicine, Food Supply Veterinary Services, Ames, Iowa. KJY: Iowa State University,
Department of Veterinary Diagnostic and Production Animal Medicine, Veterinary
Diagnostic Laboratory, Ames, Iowa. Corresponding author: Dr Abby Patterson,
Department of Veterinary Diagnostic and Production Animal Medicine, 1640
Vet Med Bldg, Iowa State University, Ames, IA 50011–3150; Tel: 515-294-3133;
Fax: 515-294-1072; E-mail: aguard@iastate.edu.
Cite as: Patterson
AR, Karriker LA, Evans RB, et al. Evaluation of alternative antemortem
diagnostic samples for porcine reproductive and respiratory syndrome virus. J
Swine Health Prod. 2007;15(6):339–345.
Also
available as a PDF.
Summary
Objective: To assess the diagnostic accuracy of two minimally invasive
methods of blood collection and a reference method.
Materials and methods: Blood samples were collected from 30 pigs at
7 and 8 weeks of age. Fifteen pigs were then inoculated with porcine reproductive
and respiratory syndrome virus (PRRSV) VR-2332 and 15 remained uninoculated.
Pigs were sampled weekly for 7 weeks post inoculation (PI) using a reference
sample (jugular vein sample) and two index samples (whole blood from the auricular
vein collected either with a sterile polyester swab or using a capillary tube
system). All samples were tested by quantitative reverse transcriptase-polymerase
chain reaction (qPCR) and enzyme-linked immunosorbent assay (ELISA) using established
protocols. Continuous sample data for the three sampling methods were compared
by analysis of the area under the receiver-operating characteristic curve.
Results: Sensitivity and specificity of qPCR testing for all samples
ranged from 93% to 100% for weeks 1 through 3 PI. Results of ELISA testing
depended on cutoff selection. Optimized ELISA sample:positive (S:P) ratio cutoffs
for swab-sample data were significantly lower (mean S:P ratio cutoff = 0.08,
SD = 0.05) than the industry standard (0.4). When the industry standard cutoff
of 0.4 was utilized, swab-sample sensitivity ranged from 20.0% to 55.6% over
weeks 2 through 7 PI.
Implications: Diagnosis of viremic animals using qPCR can be equivalently
accomplished using any of the sampling methods. PRRS ELISA status can be determined
using any of the sampling methods if an alternative S:P ratio cutoff is used.
| Resumen
Objetivo: Evaluar la exactitud del diagnóstico de dos métodos
minimamente invasivos de recolección de sangre y un método de
referencia.
Materiales y métodos: Se recolectaron muestras de sangre de
30 cerdos a las 7 y 8 semanas de edad. Se inocularon quince cerdos con el virus
del síndrome reproductivo y respiratorio porcino (PRRSV por sus siglas
en inglés) cepa VR-2332 y 15 no se inocularon. Durante 7 semanas post
inoculación (PI por sus siglas en inglés) se tomaron muestras
semanales de los cerdos utilizando una muestra de referencia (muestra de la
vena yugular) y dos muestras índice (sangre completa de la vena auricular
recolectada con un hisopo de poliéster estéril o utilizando un
sistema de tubo capilar). Todas las muestras fueron probadas con la reacción
en cadena de la transcriptasa reversa cuantitativa (qPCR por sus siglas en
inglés) y la prueba de inmunoabsorbencia ligada a la enzima (ELISA por
sus siglas en inglés) utilizando protocolos establecidos. Se compararon
los datos de muestras continuas para los tres métodos de muestreo mediante
el análisis del área bajo la curva característica de receptor
operativo.
Resultados: La sensibilidad y la especificación de la prueba
qPCR para todas las muestras varió de 93% a 100% para las semanas 1
a 3 PI. Los resultados de la prueba de ELISA dependieron en la selección
del punto de corte. El punto de corte óptimo para la relación
muestra:positivo (S:P por sus siglas en inglés) de ELISA para las muestras
de hisopos fueron considerablemente menores (punto de corte medio S:P promedio
= 0.08, SD = 0.05) que el estándar de la industria (0.4). Cuando se
utilizó el punto de corte estándar de la industria de 0.4, la
sensibilidad de la muestra de hisopo varió de 20.0% a 55.6% de la 2
semana hasta la 7 PI.
Implicaciones: El diagnóstico de animales virémicos utilizando
el qPCR puede lograrse de manera equivalente utilizando cualquiera de los métodos
de muestreo. El status de PRRS ELISA puede determinarse utilizando cualquiera
de los métodos de muestreo si se utiliza un punto de corte S:P alternativo.
| Resumé
Objectif: Évaluer la précision diagnostique de deux méthodes
de prélèvement de sang peu invasives et une méthode de
référence.
Matériels et méthodes: Des échantillons sanguins
ont été
prélevés sur 30 porcs à l’âge de 7 et 8 semaines.
Quinze porcs ont par la suite été inoculés avec le virus
du syndrome reproducteur et respiratoire porcin (PRRSV) VR-2332 et 15 sont
demeurés non-inoculés. Les porcs ont été échantillonnés
hebdomadairement pendant 7 semaines post-inoculation (PI) en utilisant un échantillon
référence (échantillon de la veine jugulaire) et deux échantillons
index (sang entier provenant de la veine auriculaire prélevé soit
avec un écouvillon stérile en polyester ou un système
utilisant un tube capillaire). Tous les
échantillons étaient éprouvés par réaction
d’amplification en chaîne quantitative utilisant la transcriptase
réverse (qPCR) et une épreuve immuno-enzymatique (ELISA) utilisant
des protocoles
établis. Les résultats continus pour les trois méthodes
d’échantillonnage ont été comparés par analyse
de la surface sous la courbe caractéristique de la performance d’un
test.
Résultats: La sensibilité et la spécificité de
l’épreuve qPCR pour tous les échantillons variaient de
93% à
100% entre les semaines 1 et 3 PI. Les résultats de l’épreuve
ELISA dépendaient du seuil limite choisi. Les seuils limites optimisés
pour l’épreuve ELISA du ratio échantillon:positif (S:P)
pour les échantillons avec écouvillon étaient significativement
inférieurs (seuil limite moyen du ratio S:P = 0.08, SD = 0.05) au standard
de l’industrie (0.4). Lorsque le seuil limite de 0.4 était utilisé,
la sensibilité de l’échantillon utilisant un écouvillon
variait entre 20.0% et 55.6% pour les semaines 2 à 7 PI.
Implications: L’identification d’animaux virémiques à l’aide
de qPCR peut être accomplie de manière
équivalente en utilisant n’importe laquelle des méthodes
de prélèvement. Le statut quant au PRRS à l’aide
de l’ELISA peut être déterminé en utilisant n’importe
laquelle des méthodes d’échantillonnage si un seuil limite
alternatif du ratio S:P est utilisé.
|
Keywords: swine, porcine
reproductive and respiratory syndrome virus, PRRSV, antemortem diagnosis
Search the AASV web site
for pages with similar keywords.
Received: January
13, 2007
Accepted: July
23, 2007
Although porcine reproductive and respiratory syndrome (PRRS)
has been recognized since 1987,1 diagnosis by clinical
signs alone remains challenging, as many other viral and bacterial
diseases have a similar clinical presentation. Therefore,
diagnosing PRRS virus (PRRSV) infections and monitoring herd status
has historically relied on laboratory testing, including virus
isolation, immunohistochemistry, reverse transcriptase-polymerase
chain reaction- (RT-PCR-) based assays, and serological tests such
as enzyme-linked immunosorbent assays (ELISAs), immunofluorescence
assays (IFAs), and the immunoperoxidase monolayer
assay.2 While these diagnostic tests have well-described
advantages and disadvantages,2 none is perfectly
sensitive and specific.
Multiple factors influence performance of diagnostic tests. One
factor is the composition of the submitted sample. Serum samples
are commonly used for antemortem diagnosis and monitoring of PRRSV
infection. Various sites can be used to collect blood,3
including ear veins, tail vessels, other peripheral vessels, the
orbital sinus, and vessels in the thoracic inlet (jugular vein or
anterior vena cava, herein referred to as the jugular sampling
method). While the jugular sampling method remains commonplace,
potential for injury to the thyroid gland, the phrenic nerve, and
the thoracic duct has been noted.4-8 The jugular
sampling technique also normally requires restraint of the animal
with a wire snare. This manner of restraint has been used as a
method of stress induction in various endocrine
studies,9-11 indicating that it is stressful to the
animal. Additionally, it is potentially hazardous to the human
handler.
As diagnostic testing of blood samples for PRRS becomes an
increasingly valuable marketing tool in boar studs, and remains a
necessity for disease monitoring in herds, development and
evaluation of an easier, less invasive, and safer method of blood
collection is needed. One such method, pricking the ear with a
needle and collecting blood with a sterile polyester swab, has
recently gained popularity in boar studs.12-14 The whole
blood collected is diluted in sterile saline or phosphate buffered
saline. A recent study advocated the use of this method in
PRRS-negative boar studs as a more appropriate PRRS-monitoring
method than jugular sampling.14 While that study found
swab samples to be a reliable alternative to the jugular sample,
the trial monitored the use of swabs with quantitative PCR (qPCR)
for only the first 6 days post PRRSV infection.14 This
sampling method is prone to variation both in the amount of sample
collected (Patterson AR, Karriker LA, Yoon KJ, unpublished data,
2007) and in subsequent dilution factors across samples.
Significant variation in diagnostic accuracy of PRRSV qPCR testing
is likely.15 Consequently, the diagnostic accuracy of
the swab sampling method throughout the infectious period,
especially during later stages of infection, must be assessed
before this technique is applied to wider testing protocols.
Additionally, diagnostic accuracy of swabs for ELISA testing has
not been reported. The emergence of PRRSV strains that escape
detection by some PCR methods (Dr Jim Collins, University of
Minnesota, written communication, 2006) illustrates the urgent need
for additional diagnostic approaches. Using the ELISA assay in
preference to PCR for PRRS monitoring may provide more complete
information as strain divergence occurs.
An alternative method of collecting blood from the ear uses a
device in which a plastic capillary tube is coupled with a
microcentrifuge tube containing serum separator gel or
anticoagulant.15 This provides a serum sample, unlike
the swab sample which provides diluted whole blood. The additional
expense and labor involved with the microcentrifuge-tube method
must be weighed against its potential advantages.
The goal of this study was to analyze the diagnostic accuracies
of two standard diagnostic tests for PRRS when blood samples are
collected using the polyester-tipped swab method, the
capillary-tube method, and the jugular sampling method. Diagnostic
tests included qPCR, used to identify viremic animals, and ELISA,
used to identify antibody as an indication of exposure to PRRSV. As
the sensitivity and specificity of the ELISA test depend on the
sample:positive (S:P) ratio cutoff chosen to discriminate between
seropositive and seronegative pigs, analysis was conducted to
assess the optimal ELISA cutoff values for the study
population.
Materials and methods
Pigs
Thirty 7-week-old, mixed-gender, crossbred, PRRSV-negative pigs
(21.4 ± 1.4 kg; mean ± SE) were procured from a commercial herd
which was considered PRRSV-negative on the basis of 2 years of
regular monitoring by both ELISA and qPCR. The pigs were
transported from the commercial operation to an Iowa State
University research facility, individually tagged, and randomly
assigned to two groups of 15 pigs upon arrival. Groups were housed
separately in identical facilities, fed a commercial diet ad
libitum, and cared for according to established
criteria.16 The protocol for this trial was approved by
Iowa State’s Institutional Animal Care and Use Committee.
Study design
Blood samples were collected from all pigs on arrival (Day 0)
and approximately 1 week later (Day 6) to confirm PRRSV-negative
status via IFA, qPCR, and ELISA (HerdChek PRRS 2XR ELISA, Idexx
Laboratories, Westbrook, Maine). Upon confirmation of negative
status, 15 pigs served as an uninfected control group. On Day 7,
the remaining 15 pigs were inoculated intramuscularly with 2 mL of
an inoculum containing 103 median tissue culture
infectious doses of PRRSV (VR-2332).17,18
Blood samples were collected from all pigs once a week for 7
weeks post inoculation (PI). At each sampling time, blood was
collected from each pig using three methods. One sample was
collected from the jugular vein using a 9-mL serum separator tube
(Vacutainer SST; BD, Franklin Lakes, New Jersey) and an 18-gauge,
1” needle. For the second method, an auricular vein was
lanced with a 20-gauge, 0.5” needle. Blood was collected by
saturation of a sterile polyester-tipped applicator (Product number
14-959-90; Fisher Scientific International, Waltham, Maine). The
swab was placed in a 5-mL sterile polystyrene culture tube (Product
number 352058, BD) with 1.0 mL sterile physiological saline (0.9%
Sodium Chloride; Hospira, Lake Forest, Illinois). For the third
method, an auricular vein was lanced with a 20-gauge, 0.5”
needle, and a commercial capillary blood-collection system
(SAFE-T-FILL Serum Gel Capillary Collection; RAM Scientific,
Yonkers, New York) was used to collect approximately 200 μL of
blood.
The order of sampling was randomized by arbitrarily selecting a
sampling order for each pig from a box. This designated sampling
order was then used for the remainder of the trial. Jugular and
capillary-tube samples were centrifuged per manufacturers’
recommendations to separate the serum and blood cells. Blood swabs
were processed according to a protocol reported by Chung et al
2005.19 Specifically, samples were vortexed for 15
seconds, then centrifuged at 4°C at 1738g for 10 minutes.
Approximately 0.5 mL of supernatant was submitted for testing. All
samples were refrigerated overnight and submitted the following
morning to Iowa State University Veterinary Diagnostic Laboratory
for qPCR and ELISA testing using established
protocols.20,21 Technicians performing the qPCR and
ELISA tests were blinded to the infection status of the animals and
to trial objectives. Sample type was not blinded due to obvious
visual differences between sample colors and containers. For PCR
testing, a set of standards, each of which contained a known virus
titer (fluorescent focus forming unit [FFU] per mL), was included
in each qPCR run to determine the validity and reproducibility of
the assay. The amount of PRRSV in each sample was estimated by
converting the value for the threshold cycle (Ct; the cycle in
which the PCR amplicon of the target genetic material is first
detected19) to a virus titer (FFU per mL) using a
standard curve.
Statistical analysis
Receiver operating characteristic (ROC) curve analysis was used
to assess the diagnostic accuracy of the three sampling methods at
each sampling point. This method utilizes the entire range of test
data, providing a comprehensive overview of sample diagnostic
accuracy independent of prevalence.22 Specifically, ROC
curve analysis was utilized to select the cutoff values that
optimized sample sensitivity and specificity at each sampling
point, to use optimal cutoffs to analyze the diagnostic sensitivity
and specificity of all samples at each sampling point, and to
compare areas under the ROC curve (AUC) among samples at each
sampling point. An AUC value is interpreted as the
“probability that a randomly drawn individual from the
positive reference sample has a greater test value than a randomly
drawn individual from the negative reference
sample.”23 An AUC of 0.80, for example, would
indicate that 80% of the time, a randomly selected known
PRRS-ELISA-positive pig will have an ELISA S:P ratio higher than
that of a randomly selected known PRRS-ELISA-negative
pig.22 Areas under the ROC curve range from 0.5 to 1,
with 1 indicating that using a given sample, the diagnostic test
would perfectly discriminate between PRRS-positive and
PRRS-negative pigs, and 0.5 indicating that there is no
discrimination between groups.22 Confidence intervals
(95%) are given for AUC values. When the confidence interval
includes 0.5, there is evidence that the test is not discriminating
between groups.22
Pairwise comparisons of AUC values were analyzed for weekly
samples to determine whether there were significant differences
among sampling methods. Specifically, at each sampling point, the
AUC value for the jugular sampling method was statistically
compared24 to the AUC value for the swab method and a
P value was generated; P values < .05 were
considered significant. Similarly, a pairwise comparison of the
jugular AUC value and the capillary sample AUC value was performed.
ROC analysis was performed using standard statistical software
(MedCalc Version 9.1.0.1; Mariakerke, Belgium).
Results
All 30 pigs remained enrolled for the duration of the trial and
were monitored daily for lameness and clinical signs of respiratory
disease. During the 9-week trial, a total of four pigs were treated
either for respiratory conditions or lameness or both (two control
and two infected animals), one pig for rectal prolapse (control
animal), and one pig for a tail bite (control animal), according to
recommendations by the university veterinarian. No adverse
reactions, including ear hematomas persisting longer than 2 days
post collection, were noted at the site of blood collection.
Results of qPCR testing (detection of viremia)
ROC curve analysis illustrated very high AUC values (very good
discrimination) for all samples for the first 4 weeks PI (Table 1).
After this time, test discriminating decreased for all sampling
methods (Table 1). Pairwise comparison of AUC values showed
significant differences only when capillary-tube and swab samples
were compared on week 5 PI (P = .02). Optimization of Ct
cutoff points for continuous qPCR data are presented in Table 2.
The sensitivity of all sampling methods, calculated using optimized
cutoff values, was high for weeks 1 to 3 PI, but decreased
thereafter (Figure 1). Specificity of the sampling methods remained
high throughout the testing period. The jugular sample specificity
ranged from 93% to 100%, while specificity of the swab and
capillary samples remained at 100% throughout the testing
period.
Table 1: Summary of receiver operating characteristic
(ROC) analysis of continuous data from samples collected by jugular,
swab, and capillary-tube sampling methods and tested by real-time quantitative
reverse-transcriptase polymerase chain reaction for PRRSV*
|
| Week PI |
Area under the curve† |
|
Mean |
95%
confidence interval |
| Jugular sampling |
|
|
| 1 |
1.00 |
0.88-1.00 |
| 2 |
1.00 |
0.88-1.00 |
| 3 |
1.00 |
0.88-1.00 |
| 4 |
0.92 |
0.76-0.99 |
| 5 |
0.83 |
0.65-0.94 |
| 6 |
0.63 |
0.44-0.80 |
| 7 |
0.64 |
0.45-0.81 |
| Swab sampling |
|
|
| 1 |
1.00 |
0.88-1.00 |
| 2 |
1.00 |
0.87-1.00 |
| 3 |
0.97 |
0.83-0.99 |
| 4 |
0.82 |
0.64-0.94 |
| 5 |
0.66 |
0.44-0.80 |
| 6 |
0.53 |
0.34-0.72 |
| 7 |
0.50 |
0.32-0.69 |
| Capillary sampling |
|
|
| 1 |
1.00 |
0.88-1.00 |
| 2 |
1.00 |
0.88-1.00 |
| 3 |
1.00 |
0.88-1.00 |
| 4 |
0.86 |
0.68-0.96 |
| 5 |
0.90 |
0.73-0.98 |
| 6 |
0.57 |
0.37-0.75 |
| 7 |
0.57 |
0.38-0.75 |
* Groups of pigs housed separately were either inoculated with porcine
reproductive and respiratory syndrome virus (PRRSV) at 8 weeks of age
(n = 15) or served as uninoculated controls (n = 15). All pigs were sampled
weekly for 7 weeks post inoculation (PI) by three sampling methods. Blood
samples were collected at weekly intervals PI by jugular venipuncture
collected using a 9-mL serum separator tube (Vacutainer SST; BD, Franklin
Lakes, New Jersey) or by lancing the auricular vein and collecting blood
either by sterile polyester swab or by a capillary-tube system (SAFE-T-FILL
Serum Gel Capillary Collection, RAM Scientific, Yonkers, New York).
† ROC curves were significantly different (P = .02, pairwise
ROC curve comparison24). |
Table 2: Optimized cutoff values* for qPCR for
PRRSV and ELISA for antibodies to PRRS virus at each sampling point for
the jugular, swab, and capillary blood-sampling methods†
|
|
|
|
|
|
|
|
Optimized
cutoff values |
| Week PI |
qPCR (Ct) |
ELISA (S:P ratio) |
| Jugular sampling |
| 1 |
26.73 |
0.03 |
| 2 |
29.57 |
1.54 |
| 3 |
33.50 |
1.13 |
| 4 |
38.46 |
1.27 |
| 5 |
37.23 |
1.27 |
| 6 |
38.51 |
0.98 |
| 7 |
38.59 |
0.82 |
| Swab sampling |
| 1 |
30.05 |
0.02 |
| 2 |
34.88 |
0.15 |
| 3 |
39.85 |
0.09 |
| 4 |
38.16 |
0.10 |
| 5 |
38.33 |
0.02 |
| 6 |
36.09 |
0.05 |
| 7 |
37.31 |
0.06 |
| Capillary sampling |
| 1 |
30.05 |
ND‡ |
| 2 |
31.12 |
1.11 |
| 3 |
34.61 |
1.15 |
| 4 |
37.56 |
1.27 |
| 5 |
38.87 |
1.11 |
| 6 |
38.71 |
1.10 |
| 7 |
37.80 |
1.32 |
* Receiver operating characteristic (ROC) curve analysis was used to
determine the highest cutoff that provided the maximum sensitivity and
specificity at each sampling point for qPCR and ELISA assays.
† Pigs and sampling methods described in Table 1.
‡ Capillary samples were accidentally not submitted for ELISA
testing on week 1 PI.
PRRSV = porcine reproductive and respiratory syndrome (PRRS) virus;
qPCR = quantitative reverse-transcriptase polymerase chain reaction;
ELISA = enzyme-linked immunosorbent assay; PI = post inoculation; S:P
ratio = sample-to-positive ratio; Ct = threshold cycle, ie, cycle in
which the PCR amplicon of the target genetic material is first detected;19 ND
= not done. |
| Figure 1: Diagnostic sensitivity of three sampling
methods for diagnosis of porcine reproductive and respiratory syndrome
virus (PRRSV) using real-time quantitative reverse transcriptase-polymerase
chain reaction (qPCR). Sensitivity was determined using receiver operating
characteristic (ROC) statistical analysis in which sensitivity data is
generated on the basis of optimized cutoff values for data dichotomization.23 Crossbred
barrows and gilts with an initial mean weight (± SE) of 21.4 ± 1.4
kg were first sampled at 7 weeks of age. Fifteen animals were inoculated
intramuscularly with PRRSV and 15 animals were uninoculated. All pigs were
sampled weekly for 7 weeks post inoculation using swab, capillary, and
jugular methods of blood collection. The overall shape of the graph is
consistent with the dynamic nature of sensitivity over the course of an
infection. Note the similarity among sampling methods at each time point.

|
Results of ELISA testing (detection of seropositive
animals)
Sensitivity and specificity of swab samples were highly
dependent on cutoff selection. When the industry standard cutoff
S:P ratio (ie, 0.4) was utilized, sensitivity ranged from 20.0% to
55.6% over weeks 2 through 7 PI (Table 3). In contrast,
jugular-sample sensitivity was 100% over weeks 2 through 7 PI, and
capillary-sample sensitivity ranged from 93.3% to 100% over weeks 2
through 7 PI, when the industry standard cutoff S:P ratio was
used.
Table 3: Diagnostic sensitivity and specificity
of PRRS ELISA on samples collected using the swab sampling method* when
a cutoff S:P ratio of 0.4 or an optimized cutoff S:P ratio was applied
to dichotomize continuous data†
| Week PI |
S:P ratio cutoff |
Sensitivity (%) |
Specificity (%) |
| 2 |
0.15 |
100.0 |
85.7 |
|
0.40 |
55.6 |
100.0 |
| 3 |
0.09 |
100.0 |
100.0 |
|
0.40 |
46.7 |
100.0 |
| 4 |
0.10 |
100.0 |
100.0 |
|
0.40 |
46.7 |
100.0 |
| 5 |
0.02 |
100.0 |
100.0 |
|
0.40 |
40.0 |
100.0 |
| 6 |
0.05 |
100.0 |
100.0 |
|
0.40 |
46.7 |
100.0 |
| 7 |
0.06 |
100.0 |
100.0 |
|
0.40 |
20.0 |
100.0 |
* Pigs and study design are described in Table 1. Samples were
collected by lancing the auricular vein and collecting blood on a sterile
polyester swab (product number 352058, BD) which was then placed in 1.0
mL of sterile physiological saline. The sample was vortexed for 15 seconds
then centrifuged at 4°C at 1738g for 10 minutes. Approximately
0.5 mL of supernatant was submitted for ELISA testing.
† Two cutoff S:P ratios were used to dichotomize the continuous
ELISA data for each week PI: the current industry standard cutoff (0.4)
and an S:P ratio generated by receiver operating characteristic (ROC)
analysis. The cutoff generated by ROC analysis was optimized both for
diagnostic sensitivity and specificity and varied by week PI.
PRRS ELISA: enzyme-linked immunosorbent assay for antibodies to porcine
reproductive and respiratory syndrome virus; S:P ratio = sample-to-positive
ratio; PI = post inoculation. |
The above sensitivity and specificity results were significantly
different when an optimized S:P ratio cutoff was used. Sensitivity
for all sampling methods, generated using cutoffs optimized through
AUC analysis, was 100% for weeks 2 through 7 PI. Specificity,
calculated by AUC analysis, was 100% for weeks 3 through 7 PI.
Specificity on week 2 PI was 100% and 86% for jugular and swab
samples, respectively. Optimized S:P ratio cutoffs for continuous
ELISA data were substantially lower (average cutoff = 0.07) for the
swab sampling method than for either the jugular or capillary-tube
sampling method (Table 2).
ROC curve analysis revealed that all sampling methods were able
to perfectly distinguish (ie, AUC = 1) between known positive and
negative animals for weeks 3 to 7 PI. Week 1 PI AUC values were
0.69 and 0.57 for the jugular and swab samples, respectively. Week
2 PI AUC values were 1 for jugular samples, 0.94 for swab samples,
and 1 for capillary samples. Pairwise comparison revealed no
significant differences among sampling methods at any time
point.
Discussion
The problem of serum dilution (10-fold to 20-fold) when swab
samples are submitted for PRRSV testing has been addressed in
previous publications.13,14 This dilution likely results
both from the inability to recover the entire sample from the swab
and from placing the swab into sterile saline for transport. These
and other unidentified factors result in smaller volumes of blood
being submitted in swab samples. Additionally, when a swab sample
is vortexed and centrifuged, the sample drawn off the top is not
serum, as can be collected from the jugular sampling method, but
contains remnants of red blood cells that may interfere with the
ELISA test (Dr John Johnson, Iowa State University, oral
communication, 2006). Therefore, when the swab is submitted to the
laboratory and further diluted for ELISA testing (40:1 dilution is
standard laboratory protocol), it is expected that a significantly
smaller amount of antibody will be identified compared to that in a
jugular serum sample. Further dilution also occurs when samples are
pooled to decrease the cost of testing (eg, for PCR testing).
Because there is a lower antibody concentration in the swab
sample, a lower cutoff point is necessary to adequately
discriminate between positive and negative animals. The results of
this study indicate that if a lower cutoff point is chosen (eg, S:P
< 0.07 considered negative), swab samples will be diagnostically
equivalent to jugular samples under conditions similar to those in
this study for weeks 2 through 7 PI. Conversely, if the industry
standard ELISA S:P cutoff of 0.4 is used to dichotomize data from
the swab samples, there is a dramatic decrease in diagnostic
accuracy, with the sensitivity of the test varying in this study
from 20.0% to 55.6%, depending on time after inoculation. However,
if a lower cutoff is selected when swab samples are submitted, the
sensitivity of the test is 100% (under the conditions of this
study) for all times when antibodies are expected to be present
(weeks 2 through 7 PI). It is vital to understand that while this
study provided evidence that the swab-sampling method can be used
as an accurate test of previous exposure, it is accurate only when
a lower ELISA S:P ratio cutoff is used to dichotomize results.
In contrast to the swab samples, capillary-tube samples suffer
from neither inadequate volume, as they are not diluted in saline,
nor differences in sample type, as serum can be collected.
Therefore, as expected, this study indicated that the capillary
sampling method can be used for ELISA testing with diagnostic
accuracy equal to that for samples collected using the jugular
sampling method (under trial conditions for weeks 2 through 7 PI)
when the industry standard ELISA S:P ratio cutoff of 0.4 is
used.
Comparison of real-time qPCR results indicated that testing
samples collected by any of the sampling methods can provide
accurate diagnosis in animals expected to be viremic (infected
animals 1 to 3 weeks PI). This is in agreement with a previous
report in which swab and serum samples (both tested by qPCR) were
correlated for 6 days post infection.14 The data
presented in this study indicate that late in the infection (weeks
5 through 7 PI), all three samples were relatively poor at
detecting viremic animals. This can be explained by fully
understanding the assumptions of the statistical
model.23 For the purposes of AUC analysis, animals were
considered positive or negative on the basis of initial inoculation
status. As infection progresses, viremia is cleared and initial
inoculation status no longer corresponds to infection status.
Therefore, regardless of sample type, virus testing would likely be
a less reliable indicator of infection than antibody testing as
time from exposure elapses. After week 5 PI, regardless of sample
type, qPCR was not predictive of infection in this study.
Additionally, a significant difference
(PÂ <Â .05 on a pairwise
comparison)24 between the ROC curves on week 5 PI for
swab and capillary tubes was noted. The difference of 20% in
sensitivity between swab and jugular samples (when individual
samples are tested at 5 weeks PI) should be carefully considered
within the context of the testing situation, especially when the
exact time of infection is unknown.
This study evaluated the diagnostic accuracy of three sampling
methods for diagnosis of PRRSV by qPCR and ELISA testing, with
diagnostic accuracy defined as “the ability to correctly
classify subjects into clinically relevant
subgroups.”22 Given this definition, the quality
of information provided by the various samples, not their
usefulness (or clinical practicality), was analyzed.22
In future studies, the usefulness of these sampling methods under
field conditions should be assessed. Combining information from
such a study with farm-specific economic and labor considerations
will enable practitioners to develop effective PRRSV-testing
protocols.
Implications
- Early diagnosis of PRRSV (1 to 3 weeks PI) using real-time qPCR
can be equivalently accomplished using the blood-swab, jugular, or
capillary methods of blood-sample collection.
- No change in cutoff values for qPCR data dichotomization is
necessary for data obtained via any of the sampling methods.
- Under the conditions of this study, the diagnostic accuracy of
the PRRSV ELISA is poor for blood samples collected using the swab
method when the industry standard S:P ratio cutoff (0.4) is
utilized.
- All sampling methods are capable of achieving very high
diagnostic accuracy on PRRSV ELISA testing when optimal cutoffs
(determined by AUC analysis) are employed, but these cutoffs may
not be clinically useful.
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