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Original research
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Peer reviewed
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A retrospective study of
risk factors for porcine reproductive and respiratory syndrome virus infection
and clinical disease in swine herds in Illinois during the early years of
the pandemic
Lawrence D. Firkins,
DVM, MBA; Ronald M. Weigel, PhD
LDF, RMW: Department
of Veterinary Pathobiology, University of Illinois, College of Veterinary
Medicine, Urbana, Illinois; Corresponding author: Dr Ronald M. Weigel, University
of Illinois, College of Veterinary Medicine, 2001 S Lincoln Avenue, Urbana,
IL 61802; Tel: 217-244-1365; Fax:
217-244-7421; E-mail: weigel@uiuc.edu
Cite as: Firkins
LD, Weigel RM. A retrospective study of risk factors for porcine reproductive
and respiratory syndrome virus infection and clinical disease in swine
herds in Illinois during the early years of the pandemic. J Swine Health
Prod 2004;12(1):23-28.
Also
available as a PDF.
Summary
Objectives: To determine whether purchase and isolation of gilts and
boars, purchase of semen for artificial insemination (AI), sharing of boars
with other herds, herd size, and confinement housing were risk factors for
porcine reproductive and respiratory syndrome (PRRS) virus infection and clinical
PRRS in swine herds during the early
years of the pandemic.
Methods: A herd demographic and management survey of 103 swine herds
in Illinois was conducted in 1992 and repeated in 1997 to determine whether
PRRS virus infection and clinical disease had been diagnosed during the intervening
period. Multivariable logistic regression analysis was conducted to identify
risk factor associations.
Results: Larger herd size was associated with an increased risk, and
isolation of purchased gilts with a decreased risk, of both PRRS virus infection
and clinical PRRS. Purchase of semen for AI was associated with an increased
risk of PRRS virus infection.
Implications: Swine producers should certify that purchased semen is
free of PRRS virus, gilts should be isolated prior to introduction to the herd,
and biosecurity measures should be implemented to prevent PRRS virus infection,
particularly in larger herds.
Keywords: swine, porcine
reproductive and respiratory syndrome virus,
epidemiology, risk factor analysis
Search the AASV web site
for pages with similar keywords.
Received: March
4, 2003
Accepted: May
22, 2003
Porcine reproductive and respiratory syndrome (PRRS), characterized by late-term abortion epidemics, neonatal mortality, and severe respiratory
signs and secondary infections in nursery and growing pigs, was first identified as a
distinct disease syndrome in the United States and Europe in the late
1980s.1-3 It has been demonstrated that growth rates
and measures of reproductive performance decrease in
herds infected with PRRS virus
(PRRSV).4-6 Severe economic losses
associated with PRRS outbreaks have been
documented.7 Porcine reproductive and
respiratory syndrome is arguably the most devastating disease affecting the swine
production industry worldwide today.
Several sources of PRRSV infection for swine herds have been implicated,
including purchased swine (both breeding stock and feeder pigs) and purchased semen
from infected boars for use in artificial insemination
(AI).8-10 However, epidemiologic studies designed to identify risk factors
for the spread of PRRSV infection and clinical disease have been limited. In a
cross-sectional study of 58 herds in a PRRS-endemic
area of England, Edwards et al11 found that
the risk of being infected with PRRSV increased with larger breeding herd size, more
gilts purchased, and lack of quarantine of purchased pigs. In a case-control study of
196 herds in Denmark, Mousing et al12
found that introduction of breeding stock from PRRSV-seropositive source herds and
purchase of feeder pigs increased the risk of PRRSV infection, but herd size and use
of semen from PRRSV-positive source herds for breeding were not associated
with PRRSV infection status. In a case-control study of 219 swine herds in
Denmark, Mortensen et al13 reported that the risk
of infection with a US vaccine strain of PRRSV increased with the purchase of
semen from a PRRSV-infected source, larger herd size, and an increased density
of PRRSV-infected neighboring herds.
The model of transmission that emerges is that PRRSV is introduced into a herd
primarily through infected pigs and semen and that increased opportunities for
contact with infected pigs, such as may occur in large herds in confinement facilities,
facilitate the establishment of infection in the herd. Isolation of purchased swine
decreases this risk.
The objective of this retrospective study was to utilize a herd demographic
and management survey of 103 swine herds in Illinois to identify risk factors for
PRRSV infection and clinical PRRS during the early years of the PRRS epidemic in
the United States (1992 to 1997). Comparison of conditions enhancing transmission
during these years with more recent results is important in understanding the
constancy of risk factors and thus the efficacy of
intervention methods for a virus that may be evolving in response to a changing
host and treatment environment. Comparison with earlier epidemiologic studies in
Europe is important, because distinct genetic differences between PRRSV in Europe
and the United States have been
identified.14 It is hypothesized here that the risk of
PRRSV infection and clinical PRRS increases with increasing herd size, total
confinement housing, a greater number of purchased gilts and
boars, purchase of semen for AI, and failure to isolate boars and gilts
after purchase.
Methods
In 1992, telephone interviews on demographic, management, and housing
characteristics were obtained for 140 farrow-to-finish swine herds as part of
a risk
factor survey for Toxoplasma gondii
infection.15 During 1997, it was possible to
re-contact 103 of these farms (74%) to obtain
updated information on herd characteristics, and also to determine whether serological
detection of PRRSV infection or clinical signs of PRRS had been made for the
herd by a veterinarian in the previous 5 years. A herd was classified as having
clinical PRRS if a diagnosis of PRRS had been made by a veterinarian due to
the presence of
clinical signs of PRRS. A herd was classified as infected with PRRSV either if
clinical PRRS had been diagnosed or if serological testing had indicated PRRSV
infection.
Thus, the outcomes analyzed were whether or not, within the 5 years previous to
the survey in 1997, clinical PRRS had been diagnosed, and whether or not
PRRSV infection had been diagnosed either by clinical signs or by serological testing.
Risk factors analyzed for their association with these outcomes were the following
variables, obtained during the 1992 interviews:
average number of sows in the herd in the previous year, total confinement housing (all
pigs housed entirely inside), number of gilts purchased in the previous year, isolation
of gilts after purchase, number of boars purchased in the previous year, and isolation
of boars after purchase. Purchase of feeder pigs was not included as a risk factor
because only one of these farrow-to-finish swine operations had purchased feeder pigs.
The following additional information was obtained from the 1997 interview:
purchase of semen for AI during the previous 5 years, and sharing of boars for
breeding with other herds in the previous 5 years.
On the basis of previous reports,4,12,13
the following predictions were made: the
probability of PRRSV infection and the probability of clinical PRRS would increase with
an increase in the number of sows in the herd, total confinement housing, an increase
in the number of gilts purchased, failure to isolate gilts after purchase, an increase
in the number of boars purchased, failure to isolate boars after purchase, purchase
of semen for AI, and sharing of boars with other herds.
Risk factors were analyzed for their association with PRRSV infection and
clinical PRRS using both bivariate and multivariable methods. Bivariate associations
with PRRS outcomes were analyzed using 2 x 2 contingency tables for dichotomous
categorical variables16 and the
Mann-Whitney U test for interval level risk
factors.17 For 2 x 2 tables where the expected value in
one or more cells was less than 5, Fisher's exact test was used to calculate
P values. Multivariable risk factor analysis was
conducted using multivariable logistic regression.
A stepwise variable selection procedure was used, with initial forced entry of all
predictors and subsequent backward variable
elimination.18 All P values were
one-tailed due to directional predictions, with
[alpha] set to .05. The Hosmer-Lemeshow test was used to determine the
goodness-of-fit of the model.18 This test compares
the observed proportion of subjects in each risk category with the proportion expected
by the fit logistic regression model and calculates a chi-square statistic. A higher
P value indicates better goodness-of-fit.
Results
Of the 103 herds for which complete herd survey information was available for
data analysis, 50 (49%) had been diagnosed with PRRSV infection between 1992
and 1997. None of these herds had been diagnosed with PRRSV infection prior to
the 1992 survey. In 37 herds (74%), clinical signs of PRRS were observed,
including epidemic abortions (31 herds; 62%), high preweaning mortality (18 herds; 36%),
and respiratory signs in nursery pigs (29 herds; 58%) and growing-finishing pigs
(26 herds; 52%).
Bivariate risk factor analysis (Tables 1 and 2) indicated that the risk of diagnosis
of PRRSV infection increased with larger sow herd size, purchase of more gilts, total
confinement housing, and purchase of semen for AI. This risk decreased with isolation
of gilts after purchase. The same risk factor associations were identified for
clinical PRRS. In addition, an increase in the number of boars purchased was associated
with increased risk of clinical PRRS.

The multivariable logistic regression analysis (Table 3) indicated that an
increased risk of PRRSV infection was associated with larger sow herd size and purchase
of semen for AI, whereas isolating gilts after purchase was associated with
decreased risk. The risk of clinical PRRS
increased with larger sow herd size and decreased with gilt isolation. Results of the
Hosmer-Lemeshow test indicated high goodness-of-fit both for the PRRSV infection
model (c2 [8 df] = 10.5, P = .23) and the
clinical PRRS model (c2 [8 df] = 7.4,
P = .49).
Discussion
The analyses conducted in this study identified purchase of semen for AI as
a risk factor for PRRSV infection although, after taking associations with
other variables
into account, this was not associated with an increased risk of clinical PRRS.
These results are consistent with those of previous studies implicating purchased
semen as
a source of PRRSV infection.8-10
Mortensen et al13 specifically identified an
association between purchase of semen from an infected source herd and increased
risk
of PRRS vaccine virus infection. In contrast, Mousing et
al12 failed to identify purchase of semen from a PRRSV-infected source
as a risk factor for PRRSV infection. Nevertheless, the use of purchased semen
may
be a potential source of PRRSV infection, thus identifying a critical control
point
for intervention.
In a bivariate analysis, Edwards et
al11 found that increasing the number of
gilts purchased was associated with an increased risk of PRRSV infection. In the
bivariate analysis of the survey in Illinois herds
reported here, risk of PRRSV infection and clinical PRRS increased with an
increased number of gilts purchased; the risk of
clinical PRRS also increased with an increased number of boars purchased. However,
the results of the multivariable analyses in the Illinois survey showed that numbers of
gilts and boars purchased did not have independent significant effects on PRRSV
infection and clinical PRRS. Using stratification and multivariable analyses to control
for associations among risk factors, Mousing et
al12 reported specifically that purchase
of gilts or boars per se did not increase the risk of PRRSV infection; however,
purchase of gilts or boars from PRRS-positive sources did. Mousing et
al12 also found that purchase of feeder pigs increased
the risk of PRRSV infection. Using multivariable analyses, Mortensen et
al13 found that the risk of PRRSV infection increased
with an increase in the number of swine purchased from PRRS-positive herds. Thus, it is
apparent that the risk of PRRSV infection may increase with the number of
swine purchased, but obviously only if the purchased swine are infected.
This study of Illinois herds determined that isolating gilts after purchase decreased
the risk both of PRRSV infection and clinical PRRS. This relationship was
maintained even when the correlations among risk
factors were taken into account. Baysinger et
al4 found that isolation of incoming
gilts reduced the risk of a PRRSV-infected herd remaining chronically infected. Isolation
of incoming gilts is recommended as a control measure for PRRSV
infection.19
Purchase of semen for AI and purchase of boars and gilts reflect the potential for
introduction of PRRSV into a herd from an outside source. Various strategies
reduce the risk of PRRSV infection from these sources. Pigs purchased may be
isolated, under the assumption that they may be culled if they manifest clinical signs.
Virus shedding in subclinically infected pigs occurs primarily due to stress during the
isolation period, and is less likely to occur thereafter. Certification of the source
herd for pigs and semen as seronegative for PRRSV is an additional method of
reducing the risk of introduction of PRRSV. However, the highest confidence that
introduction of PRRSV into a herd will be
prevented is attained by testing purchased semen
and pigs for PRRSV infection. In conjunction with serological testing, isolation of
purchased animals, preferably on a separate site prior to introduction to the
remainder of the herd, further minimizes the risk
of infection. However, economic considerations may require some compromise in
pursuing this strategy. Additional research is
needed to determine the optimum isolation period and the degree of spatial separation
for purchased swine.
Exchanging boars between herds was not associated with an increased risk of
clinical PRRS in the bivariate analysis. The
sample size was small (9 of 103 herds shared boars and none were diagnosed with
clinical PRRS), and these herds may not be representative of others using this practice.
In this retrospective study, larger sow herd size was associated with an increased
risk of PRRSV infection and clinical PRRS. Additional evidence supporting
larger herd
size as a risk factor for PRRSV infection has been presented
previously,11,13 although Mousing et
al12 failed to find this relationship. Goldberg et
al20 determined that larger herd size increased the risk both
for sow deaths and for respiratory signs of PRRS in nursery pigs. In the study
reported here, larger herds purchased more gilts; however, herd size had the
stronger
correlation with diagnosis of PRRSV infection. Although bringing PRRSV-infected
animals into a herd appears to be a primary mode of between-herd transmission,
it
is possible that larger herd size represents a composite of demographic and
management factors that increase the risk of PRRSV infection.The larger number
of animals housed within a herd and the resulting increased animal density may
increase
the opportunities for transmission of pathogens when animals are moved and
housed in different locations during production. More animals represent a
potentially greater number of sources of animals
shedding PRRSV. Non-porcine vectors and fomites may also play an increased role
in the spread of PRRS in an area of increased animal
density.21-24 Dee25 found
that PRRSV subpopulations exist in chronically infected breeding herds, suggesting
that transmission of the virus is very sporadic and that exposure is inconsistent
over
time, particularly in large breeding herds. It has been suggested that sow interaction
is minimized in large breeding herds with stall housing, reducing the spread
of
the virus within a population, thus resulting in subpopulations of animals with
varying immunological status.26 The specific
characteristics of large herds that increase the risk of PRRSV infection and
clinical
PRRS require further investigation to optimize intervention strategies.
Although purchased pigs and semen have been repeatedly implicated as sources
of PRRSV, other potential sources have been suspected. Infected needles, flies,
mosquitoes, coveralls, boots, and hands of personnel
are also believed to play a role in the transmission of
PRRSV.22-23 Houseflies and soil also have been found to be sources
of PRRSV.24 Zimmerman et
al27 have identified birds as a potential source. The
risk of PRRSV infection has been demonstrated to be higher if another herd within
3 km
is infected, implicating airborne
transmission.13 Although it has been difficult
to demonstrate transmission across a distance of more than 1 meter
under experimental conditions,28 the
aerosol transmission of PRRSV that was infectious to pigs after traveling a distance
of
150 meters has been reported
recently.29 Goldberg et al30
found that genetic similarity among PRRSV isolates was not
correlated with geographic distance, thereby
implicating as the primary mode of transmission the movement of animals and
semen, which are conducted independent of distance, rather than airborne or
wildlife transmission, which occur only over short distances.
Risk of introduction of PRRSV into a herd via semen purchased for AI and
through replacement gilts have been identified as important in several epidemiologic
studies throughout the 1990s in both Europe and the United States. Assuming that there
are genetic differences due to geographic location among the PRRSV populations
studied,14 and perhaps genetic differences
due to time of sampling, the consistency of results justifies a unified strategy for the
control of PRRS transmission, although some modification for larger herd size may
be needed. This unified strategy should focus on certification of PRRSV-free status of
the source populations and biosecurity of the destination herds.
Some limitations of this study should be recognized. The original data were
obtained in 1992 as part of another study, and thus not all risk factors for PRRS
were addressed, in part because little was known about the epidemiology of PRRS at
that time. With less awareness of PRRS during the early years of the pandemic,
apparently negative herds might have been misdiagnosed due to a lack of serological
testing when clinical signs were not present or when clinical signs of PRRS were
attributed to other causes, thus reducing the
number of herds diagnosed by a veterinarian during this period.
The survey identified the status of risk factors at the time of the 1992 survey
only. Factors such as herd size and number of breeding stock purchased, as well as
practices such as isolation of purchased
breeding stock, sharing of boars for breeding, and purchase of semen for AI, may change
over time. This is a limitation of all predictive risk factor surveys where changes in
risk factors over time (and the associated demanding analytic models) are not
taken into account. Risk models do not precisely implicate causation, but they can
identify factors that may be studied more closely
in causal models (eg, analysis of experiments and longitudinal studies).
Error in recall of information is another potential limitation of a retrospective
study. Also, the inability to identify herds that purchased replacements from
PRRS-positive sources compared to PRRS-negative sources reduced the ability of the study
to pinpoint precisely the risk of transmission of PRRSV from purchased breeding
stock. This study was conducted only in Illinois farrow-to-finish herds, and different
results might be found in other climates and production systems. Nevertheless,
confirmation of predictions derived from previous
studies suggests that the factors identified in
this study generalize to other locations, times, and production systems beyond
Illinois farrow-to-finish operations in the mid-1990s.
Implications
- In this retrospective study in Illinois farrow-to-finish herds, larger sow
herd size was associated with an increased risk of diagnosis of PRRSV infection.
- In this study, isolation of purchased breeding stock before
introduction into the breeding herd was associated with a decreased risk of
PRRSV infection.
- The status of PRRSV infection should be evaluated for any potential
source prior to the purchase of replacement breeding stock.
- Biosecurity measures should be implemented to prevent
PRRSV infection, particularly in larger herds.
Acknowledgements
This research was supported by the Illinois Department of Agriculture and the
Illinois Agricultural Experiment Station. Art
Siegel and Sarah Probst assisted in data collection.
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