| Literature DB >> 29312970 |
Kamal R Acharya1, Navneet K Dhand1, Richard J Whittington1,2, Karren M Plain1.
Abstract
Johne's disease is a chronic debilitating enteropathy of ruminants caused by Mycobacterium avium subspecies paratuberculosis (MAP). Current abattoir surveillance programs detect disease via examination of gross lesions and confirmation by histopathological and/or tissue culture, which is time-consuming and has relatively low sensitivity. This study aimed to investigate whether a high-throughput quantitative PCR (qPCR) test is a viable alternative for tissue testing. Intestine and mesenteric lymph nodes were sourced from sheep experimentally infected with MAP and the DNA extracted using a protocol developed for tissues, comprised enzymatic digestion of the tissue homogenate, chemical and mechanical lysis, and magnetic bead-based DNA purification. The extracted DNA was tested by adapting a previously validated qPCR for fecal samples, and the results were compared with culture and histopathology results of the corresponding tissues. The MAP tissue qPCR confirmed infection in the majority of sheep with gross lesions on postmortem (37/38). Likewise, almost all tissue culture (61/64) or histopathology (52/58) positives were detected with good to moderate agreement (Cohen's kappa statistic) and no significant difference to the reference tests (McNemar's Chi-square test). Higher MAP DNA quantities corresponded to animals with more severe histopathology (odds ratio: 1.82; 95% confidence interval: 1.60, 2.07). Culture-independent strain typing on tissue DNA was successfully performed. This MAP tissue qPCR method had a sensitivity equivalent to the reference tests and is thus a viable replacement for gross- and histopathological examination of tissue samples in abattoirs. In addition, the test could be validated for testing tissue samples intended for human consumption.Entities:
Keywords: Mycobacterium avium subspecies paratuberculosis; abattoir surveillance; quantitative PCR; sheep; strain typing; tissue
Year: 2017 PMID: 29312970 PMCID: PMC5744039 DOI: 10.3389/fvets.2017.00232
Source DB: PubMed Journal: Front Vet Sci ISSN: 2297-1769
Comparison of qPCR test results of tissues (intestine and MLN) with reference test (culture and histopathological lesion score) results.
| Sample type | qPCR | Culture | McNemar’s χ2 ( | Cohen’s kappa (95% CI) | Histopathological lesions | McNemar’s χ2 ( | Cohen’s kappa (95% CI) | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| + | − | Total | + | − | Not done | Total | ||||||
| Intestine | + | 53 (88.4%) | 11 (23.5%) | 64 | 0.50 (0.22) | 0.66 (0.52, 0.80) | 42 (85.8%) | 18 (34.0%) | 4 (80.0%) | 64 | 4.00 (0.11) | 0.52 (0.36, 0.68) |
| − | 7 (11.7%) | 36 (76.6%) | 43 | 7 (14.3%) | 35 (66.1%) | 1 (20.0%) | 43 | |||||
| Total | 60 | 47 | 107 | 49 | 53 | 5 | 107 | |||||
| MLN | + | 51 (86.5%) | 19 (39.6%) | 70 | 3.71 (0.13) | 0.48 (0.32, 0.65) | 45 (81.9%) | 19 (41.4%) | 6 (100.0%) | 70 | 2.21 (0.20) | 0.42 (0.24, 0.59) |
| − | 8 (13.6%) | 29 (60.5%) | 37 | 10 (18.2%) | 27 (58.7%) | 0 | 37 | |||||
| Total | 59 | 48 | 107 | 55 | 46 | 6 | 107 | |||||
| Both | + | 61 (95.4%) | 19 (44.2%) | 80 | 10.23 (0.01) | NC | 52 (89.7%) | 23 (52.3%) | 5 (100.0%) | 80 | 8.83 (0.02) | NC |
| − | 3 (4.7%) | 24 (55.9%) | 27 | 6 (10.4%) | 21 (47.8%) | 0 | 27 | |||||
| Total | 64 | 43 | 107 | 58 | 44 | 5 | 107 | |||||
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*McNemar’s χ.
NC, not calculated; qPCR, quantitative PCR; CI, confidence interval; MLN, mesenteric lymph node.
Performance characteristics of intestinal tissue and mesenteric lymph node (MLN) quantitative PCR (qPCR) with reference to tissue culture and tissue histopathological lesion results.
| Test | Tissue | Reference test | Se [95% confidence interval (CI)] | PDLR (95% CI) |
|---|---|---|---|---|
| qPCR | Intestine | Culture | 88.34 (80.22, 96.46) | 3.78 (2.24, 6.39) |
| Histopathological lesions | 85.72 (75.92, 95.52) | 2.53 (1.71, 3.74) | ||
| MLN | Culture | 86.45 (77.71, 95.18) | 2.19 (1.52, 3.15) | |
| Histopathological lesions | 81.82 (71.63, 92.02) | 1.99 (1.38, 2.86) | ||
| Both | Culture | 95.32 (90.14, 100.00) | 2.16 (1.54, 3.04) | |
| Histopathological lesions | 89.66 (81.82, 97.50) | 1.72 (1.28, 2.31) |
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Figure 1Receiver operating characteristic (ROC) curves of quantitative results of quantitative PCR (qPCR) versus reference tests; tissue culture (A–C) or histopathology (D–F). (A) ROC curve of qPCR of intestine against culture results as reference test. Area under the curve (AUC) was 0.88 [95% confidence interval (CI): 0.82, 0.95], and at a cutoff of >0.00054 pg, the sensitivity was 88.33% (95% CI: 77.43%, 95.18%), and the likelihood ratio was 4.16. (B) ROC curve of qPCR of mesenteric lymph node (MLN) against culture results as reference test. AUC was 0.85 (95% CI: 0.77, 0.92), and at a cutoff of >0.00052 pg, the sensitivity was 86.44% (95% CI: 75.02%, 93.96%), and the likelihood ratio was 2.19. (C) ROC curve of qPCR of intestine and MLN against culture results of both tissues as reference test. AUC was 0.85 (95% CI: 0.78, 0.92), and at a cutoff of >0.00053 pg, the sensitivity was 95.31% (95% CI: 86.91%, 99.02%), and the likelihood ratio was 2.28. (D) ROC curve of qPCR of intestine against histopathological lesion examination as reference test. AUC was 0.89 (95% CI: 0.82, 0.96), and at a cutoff of >0.00054 pg, the sensitivity was 85.71% (95% CI: 72.76%, 94.06%), and the likelihood ratio was 2.68. (E) ROC curve of qPCR of MLN against histopathological lesion examination as reference test. AUC was 0.81 (95% CI: 0.72, 0.89), and at a cutoff of >0.00052 pg, the sensitivity was 81.82% (95% CI: 69.10%, 90.92%), and the likelihood ratio was 1.99. (F) ROC curve of qPCR of intestine and MLN against histopathological lesion examination of both tissues as reference test. AUC was 0.84 (95% CI: 0.77, 0.92), and at a cutoff of >0.00053 pg, the sensitivity was 89.66% (95% CI: 78.83%, 96.11%), and the likelihood ratio was 1.80.
Comparison of the test result (cutoff ≥0.0005 pg) of intestine and mesenteric lymph node (MLN) quantitative PCR (qPCR) corresponding to various grades of lesion scores on histopathological examination.
| Tissues | Histological lesion scores | qPCR result | ||
|---|---|---|---|---|
| + | − | Total | ||
| Intestine | 0 | 18 | 35 | 53 |
| 1 | 0 | 2 | 2 | |
| 2 | 2 | 5 | 7 | |
| 3 | 40 | 0 | 40 | |
| 3a | 9 | 0 | 9 | |
| 3b | 27 | 0 | 27 | |
| 3c | 4 | 0 | 4 | |
| Not done | 4 | 1 | 5 | |
| Total | 64 | 45 | 107 | |
| MLN | 0 | 19 | 27 | 46 |
| 1 | 5 | 6 | 11 | |
| 2 | 26 | 3 | 29 | |
| 3 | 14 | 1 | 15 | |
| Not done | 6 | 0 | 6 | |
| Total | 70 | 37 | 107 | |
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Figure 2Line plot showing median log10 DNA quantity and interquartile range of Mycobacterium avium subspecies paratuberculosis DNA quantified in mesenteric lymph node and intestinal tissues against the respective histopathological lesion score (according to Pérez et al.) in these tissues. In intestines, the lesion type 3 was further distinguished as subtypes 3a, 3c, and 3b.
Result of ordinal logistic regression with ordinal histopathological lesion score as response and log10 DNA quantified in the quantitative PCR of tissues and types of tissues [intestine and mesenteric lymph node (MLN)] as predictors.
| Covariates | Estimate | SE | Odds ratio | |
|---|---|---|---|---|
| Intercept 1 | −1.97 | 0.35 | <0.01 | |
| Intercept 2 | −0.36 | 0.32 | 0.3 | |
| Log10 DNA (quantitative) | 0.60 | 0.07 | 1.82 (1.60, 2.07) | <0.01 |
| Tissue type (intestine versus MLN) | −0.85 | 0.36 | 0.44 (0.22, 0.87) | 0.02 |
Figure 3(A) Scatter plot of mean log10 DNA quantified by mesenteric lymph node (MLN) quantitative PCR (qPCR) against log10 DNA quantified by intestinal tissue (gut) qPCR. The solid line is the regression line. A positive correlation coefficient of 0.78 (95% CI: 0.69, 0.84) was observed. (B) Bland–Altman plot depicting difference of log10 DNA quantified by gut qPCR and MLN qPCR against average log10 DNA quantified by them. The dotted line shows the line of perfect agreement whereas two solid lines show the limit of agreement. The DNA quantified by gut qPCR was 2.94 times higher than that quantified by MLN qPCR for the same animal on an average. The solid line is the regression line of average log10 DNA against difference of log10 DNA. An increase in average difference was observed for the increase in DNA quantity in the gut and MLN homogenate.
Comparison of quantitative PCR (qPCR) results (cutoff of ≥0.0005 pg/5 µl of DNA extract) of intestinal tissue compared to qPCR results of mesenteric lymph node (MLN) samples.
| MLN qPCR result | Intestinal qPCR result | McNemar’s χ2 ( | Cohen’s kappa [95% confidence interval (CI)] | ||
|---|---|---|---|---|---|
| Positive | Negative | Total | |||
| Positive | 54 | 16 | 70 | 0.97 (0.25) | 0.49 (0.32, 0.66) |
| Negative | 10 | 27 | 37 | ||
| Total | 64 | 43 | 107 | ||
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Figure 4IS1311 PCR-restriction endonuclease analysis profiles for DNA extracted from tissues. Lanes 1, 2, and 4 are IS1311 PCR products from DNA extracted from gut tissues restricted with Mse I and Hinf I enzymes. Lanes 3 and 5 are IS1311 PCR products from DNA extracted from lymph node tissues restricted with Mse I and Hinf I enzymes. Lane 6 is negative control. Lane 7 is IS1311 PCR product from S strain restricted with Mse I and Hinf I enzymes. Lane 8 is the unrestricted IS1311 PCR product from S strain. Lane 9 is the molecular size markers (Number VIII).