- Open Access
Evaluation of a blocking ELISA for the detection of antibodies against Lawsonia intracellularis in pig sera
© Jacobson et al; licensee BioMed Central Ltd. 2011
- Received: 24 June 2010
- Accepted: 1 April 2011
- Published: 1 April 2011
Lawsonia intracellularis is a common cause of chronic diarrhoea and poor performance in young growing pigs. Diagnosis of this obligate intracellular bacterium is based on the demonstration of the microbe or microbial DNA in tissue specimens or faecal samples, or the demonstration of L. intracellularis-specific antibodies in sera. The aim of the present study was to evaluate a blocking ELISA in the detection of serum antibodies to L. intracellularis, by comparison to the previously widely used immunofluorescent antibody test (IFAT).
Sera were collected from 176 pigs aged 8-12 weeks originating from 24 herds with or without problems with diarrhoea and poor performance in young growing pigs. Sera were analyzed by the blocking ELISA and by IFAT. Bayesian modelling techniques were used to account for the absence of a gold standard test and the results of the blocking ELISA was modelled against the IFAT test with a "2 dependent tests, 2 populations, no gold standard" model.
At the finally selected cut-off value of percent inhibition (PI) 35, the diagnostic sensitivity of the blocking ELISA was 72% and the diagnostic specificity was 93%. The positive predictive value was 0.82 and the negative predictive value was 0.89, at the observed prevalence of 33.5%.
The sensitivity and specificity as evaluated by Bayesian statistic techniques differed from that previously reported. Properties of diagnostic tests may well vary between countries, laboratories and among populations of animals. In the absence of a true gold standard, the importance of validating new methods by appropriate statistical methods and with respect to the target population must be emphasized.
- Percent Inhibition
- Diagnostic Sensitivity
- Gold Standard Test
- Obligate Intracellular Bacterium
- Immunofluorescent Antibody Test
Lawsonia intracellularis is a common cause of chronic diarrhoea and poor performance in young growing pigs [1, 2]. In some herds, the disease may also be manifested as severe haemorrhagic diarrhoea with high mortality rates . Cultivation of this obligate intracellular bacterium is difficult and the diagnosis is therefore based on demonstration of the microbe or microbial DNA in tissue specimens or faecal samples by techniques such as PCR . Further, the development of specific antibodies to L. intracellularis are monitored by serology and used, for instance, in the screening of herd prevalence and herd profiling.
Several serological methods have been described. The first method commercially available was an immunofluorescent antibody test, IFAT , with a stated sensitivity of 91% and specificity of 97% (Elanco Animal Health Indianapolis, Indiana, USA). This widely used method is based on the incubation of sera with semi-purified L. intracellularis antigen, and the results are visualised following incubation with anti-porcine fluorescein isothiocyanate conjugate. More recently a principally similar method, the immunoperoxidase monolayer assay (IPMA), has been developed . The latter method is however only commercially available to a limited extent.
Furthermore, several enzyme-linked immunosorbent assays have been described. Such methods include indirect ELISAs employing whole-cell antigens [7, 8], DOC -extracted antigens , or targeting L. intracellularis-specific antigenic epitopes such as LPS , LsaA , or the FliC protein . The stated sensitivities vary from 67 to 99.5% and the specificities from 93 to 100%. None of these methods are however available for the use in other laboratories. A blocking ELISA for the detection of antibodies to L. intracellularis has been developed and is commercially available . To ensure a high specificity, the blocking ELISA is a direct sandwich ELISA that is based on monoclonal antibody-coated wells for capture of cell-cultured antigen and utilizes peroxidase-conjugated monoclonal antibodies as competitive antibodies. Several studies on prevalence and epidemiology of L. intracellularis have been performed employing this ELISA but the results have only been presented in conference proceedings. The method is reported to have a sensitivity of 96.5% and specificity of 98.7% with less than 10% coefficient of variation .
However, properties of diagnostic tests may well vary among populations of animals . Therefore, they should always be validated in the target population and not solely in experimental animals , which is most commonly done. There is currently no scientific publication available on the evaluation of the blocking ELISA. Estimating the diagnostic sensitivity and specificity requires that a true gold standard is available. However, although the IFAT has been frequently used as a reference test, it cannot be considered to be a gold standard test. Still, validation is possible even without a true gold standard, but it require that appropriate statistical methods should be used to correct the estimates of sensitivity and specificity of the new test with respect to the imperfect reference test .
The aim of the present study was to evaluate the blocking ELISA in the detection of serum antibodies to L. intracellularis, by comparison to the previously widely used IFAT. Bayesian modelling techniques were used to account for the absence of a gold standard test. In addition, the current infection status of the animals was also estimated by other techniques.
The study was approved by the Ethical Committee for Animal Experiments, Uppsala, Sweden.
Herds and animals
Altogether, 176 pigs from 24 herds were included. Sera had been collected during two previous studies, A  and B , and were stored at -80°C. The pigs were 8-12 weeks old and had not been treated with antibiotics during the last two weeks prior to sampling. In study A, 54 pigs from nine poor-performance herds with diarrhoea among growing pigs and 12 pigs from four herds with a good performance and no problems with diarrhoea were included. In study B, sera were obtained from eleven herds that were selected on the basis of an ongoing problem with diarrhoea among growing pigs. From each herd, ten pigs that were suffering from diarrhoea and poor performance were selected (in total 110 pigs).
Sampling and analysis
Theoretically, the number of samples required validating an assay at 0.95 confidence levels with a 2% error allowed and an estimated diagnostic sensitivity (DSn) of 0.965 should be 324, and the number of samples required to obtain an estimated diagnostic specificity (DSp) of 0.987 should be 123. With a 3% error allowed, the number of samples would be 144 and 55, respectively .
In study A, the pigs were transported to the laboratory, stunned and exsanguinated, and a blood sample was collected. At necropsy, individual samples were analysed for the presence of Lawsonia intracellularis, Brachyspira spp, Campylobacter spp, Clostridium perfringens, Escherichia coli, Salmonella spp, Yersinia spp, parasites and rotavirus . In study B, individual blood and rectal faecal samples were collected at the herd visit for analysis of serum antibodies to L. intracellularis and for L. intracellularis DNA by nested PCR, respectively .
Sera were also prepared by the IleiTest and analysed according to the manufacturer's instructions (Elanco Animal Health, Indianapolis, Indiana, USA). The slides were read in a fluorescence microscope at 470 nm in 100 × magnification (FL-filter, Zeiss/Axioskop 20, C. Zeiss Svenska AB, Stockholm, Sweden) and all samples were independently examined by three persons and judged as positive or negative with respect to the presence of antibodies to L. intracellularis by comparison to the positive and negative controls included.
The estimation of the diagnostic sensitivity and specificity of the blocking ELISA was performed in WinBUGS version 1.4  using Bayesian techniques as described by Branscum et al. The results of the blocking ELISA was modelled against the IFAT test with a "2 dependent tests, 2 populations, no gold standard" model . WinBUGS version 1.4 code for models based on conditional dependence among pair of tests is available from http://www.epi.ucdavis.edu/diagnostictests. This method does not employ a gold standard but requires results from two tests in two populations that differ in the prevalence of the disease. In this analysis, animals in study A and study B were considered as the two populations.
The method also requires prior information about some of the unknown parameters, e.g. sensitivity and specificity of the tests. Such prior information is often specified either from published papers or expert's best guess and the uncertainty is modelled through the use of beta distributions . The prior mode (most probable) value for the sensitivity of the ELISA was considered to be 0.96, and the 5th percentile 0.75, with a corresponding transformed distribution beta(a, b) of beta(13.44, 1.52). The specificity mode prior for the ELISA was 0.98, the 5th percentile 0.75, with beta(11.74, 1.22). Corresponding values for the sensitivity of the IFAT were 0.85, 0.30 and beta(2.86, 1.33), and for the specificity 0.95, 0.30 and beta(2.59, 1.08), i.e. rather diffuse distributions . The beta prior distributions for the prevalence in the two populations were also diffuse and equal for the two populations with a mode of 0.60, a 5th percentile of 0.30 and beta(4.84, 3.56). The beta prior distributions for the conditional probabilities (λDc and γDc) were the same as for the sensitivity and specificity, respectively, of the IFAT. These prior distributions were selected based on prior experiences gained from diagnostic work. The construction of prior distributions was done by the use of the Betabuster public domain software http://www.epi.ucdavis.edu/diagnostictests.
Estimates of sensitivity and specificity for the ELISA was first determined at PI-values ranging from 10 to 80 (by increments of 2), with results plotted in a two-graph receiver operating characteristic curve. Subsequently, estimates at PI-values 25 and 35 were also determined. All models were run with 100,000 iterations, where the initial 10,000 iterations were considered as burn-in and discarded from the evaluation.
Herds and animals
Positive results obtained by analysis of faeces and sera from 176 pigs in 24 herds collected during two previous studies, A and B, and analysed by nested PCR and by two serological methods, ELISA and IFAT.
ELISA (PI > 30)*
ELISA (PI > 35)*
Study A. Pigs from poor performance herds
No of positive animals (%)
No of positive herds (%)
Study A. Pigs from good performance herds
No of positive animals (%)
No of positive herds (%)
Study B. Pigs with diarrhoea and poor performance
No of positive animals (%)
No of positive herds (%)
The number of positive (+) and negative (-) results in the analysis of antibodies to L. intracellularis in 176 sera obtained from growing pigs with or without diarrhoea and analysed by two different methods, an immunofluorescent antibody test, IFAT, and a blocking ELISA.
ELISA (PI >30)*
ELISA (PI >35)*
To assess the performance of a new method, the diagnostic sensitivity (DSn) and specificity (DSp) should be determined in reference samples with known history and infection status [8, 9, 22]. However, these samples may not reflect the actual population for which the methods are intended and thus, the accuracy of the test might vary. In the present study, Dsn and Dsp of the ELISA applied to samples obtained from the target population differed from the previously established values. To cope with the problem of having an imperfect gold standard, Bayesian estimation was applied as recommended by OIE. The Bayesian estimation is a latent class model that does not assume the previously used method to be the best method (i.e. used as gold standard) and the known sensitivity and specificity of the reference test are not a prerequisite.
To further illustrate the importance of evaluating the method in the target population with a "natural" distribution of positive and negative animals, reference samples from two populations with known disease status (animals that were confirmed to be infected with L. intracellularis by PCR on faecal samples and animals from a high health herd where L. intracellularis had not been demonstrated) were analysed by both methods and compared by a 2 × 2 table using the IFAT as gold standard. This resulted in 100% specificity and sensitivity for both methods employed (data not shown).
Several cross-sectional studies on the serological prevalence of L. intracellularis in Europe and Asia have been conducted using the blocking ELISA but very few studies have attempted to validate the method. Keller et al. (2006) reported a good reproducibility between different laboratories. Further, in comparison to IFAT, the ELISA provided a higher sensitivity and more unambiguous results. By comparison to an in-house IFA, the DSn and DSp were estimated to 92 and 98%, respectively . However, these results have only been presented in conference proceedings. In previous validations of the IFAT, the DSn varied from 58 to 90% and the DSp from 92 to 100% [5, 21, 24].
The results partly reflect the difficulties to clinically assess the stage of infection. Based on previous results, >40% of the pigs aged 9 to 15 weeks with clinical signs indicative of proliferative enteropathy were expected to shed the microbe in faeces [25, 26]. Experimentally, pigs developed diarrhoea 7-14 days post inoculation in a dose-dependent manner , and circulating L. intracellularis-specific antibodies was first detected 2 weeks after challenge . The purpose of study A was to determine the primary cause of diarrhoea in growing pigs and therefore, pigs were sampled immediately at the commencement of clinical signs. Hence, only a few pigs were expected to have seroconverted. However, most pigs turned out to be seropositive and slowly progressing infections will probably remain subclinical for some time before being detected . Study B targeted growing pigs with diarrhoea, irrespective of the commencement of clinical signs and therefore, most pigs were expected to have seroconverted . Furthermore, some animals will not seroconvert in response to infection [3, 26].
Several other methods are reported to have a good performance with high DSn and DSp [8, 9, 22]. However, these methods use various gold standards and target populations and the results given in previous papers are therefore not possible to use for comparison. Further, they are presently not commercially available. Hence, sera must be submitted to these particular laboratories and factors such as geographical variation and local variations in infectious load may not be accounted for. Only the two methods employed in the present study are commercially available and may be adapted to various laboratories. The IFAT have been widely used, but the method is laborious and time-consuming, and discrepancies in interpretation of the results between various laboratories have been reported .
On the other hand, several studies report a high prevalence (90-100%) of seropositive finisher pigs close to slaughter (25-27 weeks of age), despite that shedding of L. intracellularis or chronic intestinal lesions are rarely reported [9, 21]. This may be caused by booster infections , but since shedding in growing pigs may occur at short intervals [21, 26], and circulating antibodies may be detected for 5 weeks only [3, 21], the consistently high levels of antibody found in older pigs remains to be clarified. The blocking ELISA is based on monoclonal antibodies for capture and blocking to ensure a defined analytic sensitivity and specificity and, assumingly, an increased diagnostic specificity. However, if antibodies are formed towards other antigens with similar antigenic epitopes, unspecific or crossreactivity reactions may occur . This was however not investigated in the present study.
In conclusion, the diagnostic sensitivity of the blocking ELISA was 72% and the diagnostic specificity was 93%, as evaluated by Bayesian statistic techniques. This technique allows the validation of a diagnostic method also without a true gold standard. The positive predictive value was 0.82 and the negative predictive value was 0.89, when the analysis was applied on samples from growing pigs in the age of 8-12 weeks. The sensitivity and specificity demonstrated in the present study differed from that previously reported and the importance of validating new methods with respect to the target population was emphasised.
This study was financed by grants from the Swedish Farmer's Foundation for Agricultural Research. We also want to thank Maria Persson for skilful technical assistance.
- Jacobson M, Hård af Segerstad C, Gunnarsson A, Fellström C, de Verdier Klingenberg K, Wallgren P, Jensen-Waern M: Diarrhoea in the growing pig - a comparison of clinical, morphological and microbial findings between animals from good and poor performance herds. Res Vet Sci. 2003, 74: 163-169. 10.1016/S0034-5288(02)00187-X.View ArticlePubMedGoogle Scholar
- Stege H, Jensen TK, Möller K, Vestergaard K, Baekbo P, Jorsal SE: Infection dynamics of Lawsonia intracellularis in pig herds. Vet Microbiol. 2004, 104: 197-206. 10.1016/j.vetmic.2004.09.015.View ArticlePubMedGoogle Scholar
- Guedes RMC, Gebhart CJ, Armbruster GA, Roggow BD: Serologic follow-up of a repopulated swine herd after an outbreak of proliferative hemorrhagic enteropathy. Can J Vet Res. 2002, 66: 258-263.PubMed CentralPubMedGoogle Scholar
- Jacobson M, Aspan A, Heldtander Königsson M, Hård af Segerstad C, Wallgren P, Fellström C, Jensen-Waern M, Gunnarsson A: Routine diagnostics of Lawsonia intracellularis performed by PCR, serological and post mortem examination, with special emphasis on sample preparation methods for PCR. Vet Microbiol. 2004, 102 (3-4): 189-201. 10.1016/j.vetmic.2004.04.014.View ArticlePubMedGoogle Scholar
- Knittel JP, Jordan DM, Schwartz K, Janke BH, Roof MB, McOrist S, Harris DL: Evaluation of antemortem polymerase chain reaction and serologic methods for detection of Lawsonia intracellularis-exposed pigs. Am J Vet Res. 1998, 59 (6): 722-726.PubMedGoogle Scholar
- Guedes RMC, Gebhart CJ, Winkelman N, Mackie-Nuss RA: A comparative study of an indirect fluorescent antibody test and an immunoperoxidase monolayer assay for the diagnosis of porcine proliferative enteropathy. J Vet Diagn Invest. 2002, 14: 420-423.View ArticlePubMedGoogle Scholar
- Holyoake PK, Cutler RS, Caple IW, Monckton RP: Enzyme-linked immunosorbent assay for measuring ileal symbiont intracellularis-specific immunoglobulin G response in sera of pigs. J Clin Microbiol. 1994, 32 (8): 1980-1985.PubMed CentralPubMedGoogle Scholar
- Wattanaphansak S, Asawakarn T, Gebhart C, Deen J: Development and validation of an enzyme-linked immunosorbent assay for the diagnosis of porcine proliferative enteropathy. J Vet Diagn Invest. 2008, 20 (2): 170-177.View ArticlePubMedGoogle Scholar
- Boesen HT, Jensen TK, Möller K, Nielsen LH, Jungersen G: Evaluation of a novel enzyme-linked immunosorbent assay for serological diagnosis of porcine proliferative enteropathy. Vet Microbiol. 2005, 109: 105-112. 10.1016/j.vetmic.2005.05.004.View ArticlePubMedGoogle Scholar
- Kroll JJ, Eichmeyer MA, Schaeffer ML, McOrist S, Harris DL, Roof MB: Lipopolysaccharide-based enzyme-linked immunosorbent assay for experimental use in detection of antibodies to Lawsonia intracellularis in pigs. Clin Diagn Lab Immunol. 2005, 12 (6): 693-699.PubMed CentralPubMedGoogle Scholar
- Watarai M, Yamoto Y, Horiuchi N, Kim S, Omata Y, Shirahata T, Furuoka H: Enzyme-linked immunosorbent assay to detect Lawsonia intracellularis in rabbits with proliferative enteropathy. J Vet Med Sci. 2004, 66 (6): 735-737. 10.1292/jvms.66.735.View ArticlePubMedGoogle Scholar
- Wattanaphansak S: Development and validation of an enzyme-linked immunosorbent assay for the diagnosis of porcine proliferative enteropathy. Proceedings of the 19th International Pig Veterinary Society Congress: 2006; Copenhagen, Denmark. 2006, 193-Google Scholar
- Keller C, Schoeder H, Ohlinger VF: A new blocking ELISA kit for the detection of antibodies specific to Lawsonia intracellularis in porcine blood samples. the 4th International Veterinary Vaccines and Diagnostics Conference. 2006, Oslo, NorwayGoogle Scholar
- Greiner M, Gardner IA: Epidemiologic issues in the validation of veterinary diagnostic tests. Prev Vet Med. 2000, 45 (1-2): 3-22. 10.1016/S0167-5877(00)00114-8.View ArticlePubMedGoogle Scholar
- OIE: Manual of diagnostic tests and vaccines for terrestrial animals. World Organisation for Animal Health. 2008, [http://www.oie.int/en/international-standard-setting/terrestrial-manual/access-online/]Google Scholar
- Jacobson M, Wennerbo S, Aspan A, Gunnarsson A, Fellström C: The importance of faecal sampling techniques in the PCR diagnosis of Lawsonia intracellularis. Proceedings of the 19th International Pig Veterinary Congress: 2006; Copenhagen, Denmark. 2006, 181-Google Scholar
- Jacobson RH: Validation of serological assays for diagnosis of infectious diseases. Rev Sci Techn. 1998, 17 (2): 469-486.Google Scholar
- Spiegelhalter DJ, Thomas A, Best NG, Lunn D: WinBUGS. version 1.4. 2003, User manual. Cambridge: MRC Biostatistics UnitGoogle Scholar
- Branscum AJ, Gardner IA, Johnson WO: Estimation of diagnostic-test sensitivity and specificity through Bayesian modeling. Prev Vet Med. 2005, 68: 145-163. 10.1016/j.prevetmed.2004.12.005.View ArticlePubMedGoogle Scholar
- Enøe C, Georgiadis MP, Johnson WO: Estimation of sensitivity and specificity of diagnostic tests and disease prevalence when the true disease status is unknown. Prev Vet Med. 2000, 45: 61-81.View ArticlePubMedGoogle Scholar
- Jensen TK, Vigre H, Sörensen V, Möller K: Naturally acquired Lawsonia intracellularis infection in pigs studied from weaning to slaughter by indirect immunofluorescence antibody test and polymerase chain reaction on faeces. Res Vet Sci. 2005, 79: 93-98. 10.1016/j.rvsc.2004.08.001.View ArticlePubMedGoogle Scholar
- Guedes RMC, Gebhart C, Deen J, Winkelman N: Validation of an immunoperoxidase monolayer assay as a serologic test for porcine proliferative enteropathy. J Vet Diagn Invest. 2002, 14: 528-530.View ArticlePubMedGoogle Scholar
- Lee JB: Comparison of Enterisol Ileitis-ELISA with conventional IFA for detection of antibodies specific to Lawsonia intracellularis. Proceedings of the 19th International Pig Veterinary Society Congress: 2006; Copenhagen, Denmark. 2006, 187-Google Scholar
- Corzo CA, Friendship RM, Dewey CE, Blackwell T: Comparison of 2 serologic tests for the diagnosis of porcine proliferative enteropathy. Can Vet J. 2005, 46: 433-435.PubMed CentralPubMedGoogle Scholar
- Jacobson M, Gerth Löfstedt M, Holmgren N, Lundeheim N, Fellström C: The prevalence of Brachyspira spp. and Lawsonia intracellularis in Swedish swine herds and in the wild boar population. J Vet Med B. 2005, 52 (7): 386-391. 10.1111/j.1439-0450.2005.00865.x.View ArticleGoogle Scholar
- Jacobson M, Aspan A, Nordengrahn A, Lindberg M, Wallgren P: Monitoring of Lawsonia intracellularis in breeding herd gilts. Vet Microbiol. 2010, 142: 3-4. 10.1016/j.vetmic.2009.09.034. 317-322View ArticleGoogle Scholar
- Guedes RMC, Winkelman NL, Gebhart CJ: Relationship between the severity of porcine proliferative enteropathy and the infectious dose of Lawsonia intracellularis. Vet Rec. 2003, 153 (october 4): 432-433. 10.1136/vr.153.14.432.View ArticlePubMedGoogle Scholar
- Guedes RMC, Gebhart CJ: Onset and duration of fecal shedding, cell-mediated and humoral immune responses in pigs after challenge with a pathogenic isolate or attenuated vaccine strain of Lawsonia intracellularis. Vet Microbiol. 2003, 91: 135-145. 10.1016/S0378-1135(02)00301-2.View ArticlePubMedGoogle Scholar
- Paradis M, McKay RI, Wilson JB, Vessie GH, Winkelman NL, Gebhart C, Dick CP: Subclinical ileitis produced by sequential dilutions of Lawsonia intracellularis in a mucosal homogenate challenge model. Am Assoc Swine Vet. 2005, 189-191.Google Scholar
- Mortimer I, Van der Heijden HMJF, Henderson LE, Thomson JR, Lawrence K: Proficiency testing among european laboratories using an immuno-fluorescent antibody test (IFAT) for the detection of antibodies against Lawsonia intracellularis in pigs. Proceedings of the 16th International Pig Veterinary Society Congress: 2000; Melbourne, Australia: IPVS. 2000, 77-Google Scholar
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