Bayesian estimation of diagnostic accuracy of fecal culture and PCR-based tests for the detection of Salmonella enterica in California cull dairy cattle

被引:4
|
作者
Adaska, John M. [1 ]
Ekong, Pius S. [2 ]
Clothier, Kristin A. [1 ]
Williams, Deniece R. [2 ]
Rossitto, Paul V. [2 ]
Lehenbauer, Terry W. [2 ,3 ]
Atwill, Edward R. [4 ]
Li, Xunde [4 ]
Aly, Sharif S. [2 ,3 ]
机构
[1] Univ Calif, Sch Vet Med, Calif Anim Hlth & Food Safety Lab Syst, Tulare, CA USA
[2] Univ Calif, Sch Vet Med, Vet Med Teaching & Res Ctr, Tulare, CA 93274 USA
[3] Univ Calif Davis, Sch Vet Med, Dept Populat Hlth & Reprod, Davis, CA 95616 USA
[4] Univ Calif Davis, Western Inst Food Safety & Secur, Sch Vet Med, Davis, CA 95616 USA
来源
PEERJ | 2020年 / 8卷
关键词
Bayesian; Diagnostic accuracy; Sensitivity; Specificity; Salmonella; Dairy cow; Culture; PCR; California; Feces; CONDITIONAL DEPENDENCE; UNITED-STATES; SPECIFICITY; SENSITIVITY; PREVALENCE; INFECTIONS; SPP; COWS;
D O I
10.7717/peerj.8310
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Epidemiological studies of low prevalence disease problems are often hindered by the high cost of diagnostic testing. The objective of this study was to evaluate PCR screening of both individual and pooled fecal samples from culled dairy cows for the invA gene of Salmonella followed by culture to determine if the sensitivity and specificity were comparable to the results from traditional culture methods applied to individual samples. Cows from six different dairies were sampled in all four seasons. A total of 240 individual cow fecal samples, 24 fecal pools and 24 pools of 24-hour tetrathionate enrichment broth were tested. Diagnostic sensitivity of PCR screening followed by culture of PCR positive or indeterminate samples (i.e PCR-CUL method) was lower than that of culture (CUL) when applied to individual fecal samples (94.8%, 99.5%), however the specificity was comparable (99.6% and 97.7% respectively). For pools of five fecal samples and pools of five, 24 h tetrathionate broth samples, the specificity of both tests were comparable (similar to 98%); however, their sensitivity was only comparable in pooled fecal samples (similar to 93%) but greater for culture compared to PCR-CUL in pooled broth samples (similar to 99% versus similar to 93%). Compared to culture results from testing of individual fecal samples, testing pooled fecal samples by culture had a relative sensitivity of 74% and relative specificity of 96%, testing pooled fecal samples by PCR-CUL resulted in relative sensitivity of 90% and relative specificity of 96%. Testing of pooled 24-hour enrichment broth by PCR-CUL increased the relative sensitivity and specificity to 100%. PCR testing followed by culture of positive or indeterminate samples is a time saving alternative to traditional methods. In addition, pooling of samples may be a useful method for decreasing cost if study aims can accommodate a moderate loss of relative sensitivity.
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页数:13
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