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使用贝叶斯潜在类别模型估计血清ELISA以及混合粪便和个体粪便PCR检测加拿大母牛-犊牛群中亚种的敏感性和特异性。

Estimating the sensitivity and specificity of serum ELISA and pooled and individual fecal PCR for detecting subspecies in Canadian cow-calf herds using Bayesian latent class models.

作者信息

Johnson Paisley, McLeod Lianne, Campbell John, Rousseau Marjolaine, Larson Kathy, Waldner Cheryl

机构信息

Department of Large Animal Clinical Sciences, Western College of Veterinary Medicine, Saskatoon, SK, Canada.

Département de Sciences Cliniques, Faculté de Médecine Vétérinaire, Université de Montréal, Saint-Hyacinthe, QC, Canada.

出版信息

Front Vet Sci. 2022 Jul 29;9:937141. doi: 10.3389/fvets.2022.937141. eCollection 2022.

Abstract

While Johne's disease (JD) is less common in beef than in dairy herds, consolidation is increasing transmission risk. Estimates of spp. (MAP) prevalence and test performance in cow-calf herds are needed to inform control programs. Objectives of this study included describing the prevalence of MAP in Canadian cow-calf herds and comparing the relative performance of a serum ELISA, pooled fecal PCR and individual fecal PCR using Bayesian latent class models, and to investigate factors associated with positive MAP tests. Blood and fecal samples ( = 3,171) were collected from 159 Canadian cow-calf herds. All samples were analyzed using serum ELISA and fecal PCR (pools of five samples) and a subset of 913 fecal samples were also tested with individual PCR. Based on latent class analysis, MAP prevalence was higher in eastern compared to western Canada for both animals {East, 3% [95% Credible Interval (CrI) 1-7%]; West, 1% [95% CrI 0.2-2%]} and herds [East, 15% (95% CrI 2-35%); West, 10% (95% CrI 1-26%), based on one or more positive results]. Sensitivity (Se) and specificity (Sp) for animal level individual PCR were 96% (95% CrI 80-100%) and 98% (95% CrI 96-100%), respectively followed by pooled PCR [Se = 54% (95% CrI 36-72%), Sp > 99.9% (95% CrI 99.8-100%)] and ELISA [Se = 36% (95% CrI 22-52%), Sp = 98% (95% CrI 96-99%)]. Based on 20 samples per herd, the herd level Se of ELISA was 79% (95% CrI 47-100%) (at least one positive sample) compared to 43% (95% CrI 14-94%) for pooled PCR. Herd-level Sp was 99% (95% CrI 96-100%) for pooled PCR and 90% (95% CrI 83-100%) for ELISA. Cows from herds with dairy cattle on farm and cows with symptoms of JD in the past 3 years were more likely to be MAP positive. Herds that had animals with JD symptoms in the previous 3 years and those with more breeding females were most likely to test positive for MAP. While serum ELISA can be effective for herd screening, PCR performed better for animal testing. Pooled PCR testing could be a less costly option; however, determining the most cost-effective approach will require further economic analysis.

摘要

虽然牛群中约内氏病(JD)的发病率低于奶牛群,但养殖场合并正增加疾病传播风险。需要对肉牛繁殖母牛群中的副结核分枝杆菌(MAP)患病率和检测性能进行评估,以为防控计划提供依据。本研究的目的包括描述加拿大肉牛繁殖母牛群中MAP的患病率,使用贝叶斯潜在类别模型比较血清ELISA、粪便混合PCR和个体粪便PCR的相对性能,并调查与MAP检测呈阳性相关的因素。从159个加拿大肉牛繁殖母牛群中采集了血液和粪便样本(n = 3171)。所有样本均采用血清ELISA和粪便PCR(五份样本混合)进行分析,913份粪便样本的子集还采用个体PCR进行检测。基于潜在类别分析,加拿大东部地区动物的MAP患病率高于西部地区{东部,3%[95%可信区间(CrI)1 - 7%];西部,1%[95% CrI 0.2 - 2%]},牛群也是如此[东部,15%(95% CrI 2 - 35%);西部,10%(95% CrI 1 - 26%),基于一个或多个阳性结果]。动物水平个体PCR的敏感性(Se)和特异性(Sp)分别为96%(95% CrI 80 - 100%)和98%(95% CrI 96 - 100%),其次是混合PCR[Se = 54%(95% CrI 36 - 72%),Sp > 99.9%(95% CrI 99.8 - 100%)]和ELISA[Se = 36%(95% CrI 22 - 52%),Sp = 98%(95% CrI 96 - 99%)]。基于每个牛群20份样本,ELISA的牛群水平Se为79%(95% CrI 47 - 100%)(至少一个阳性样本),而混合PCR为43%(95% CrI 14 - 94%)。混合PCR的牛群水平Sp为99%(95% CrI 96 - 100%),ELISA为90%(95% CrI 83 - 100%)。农场中有奶牛的牛群中的母牛以及过去3年有JD症状的母牛更有可能MAP检测呈阳性。过去3年有动物出现JD症状的牛群以及繁殖母牛较多的牛群最有可能MAP检测呈阳性。虽然血清ELISA可有效用于牛群筛查,但PCR在动物检测方面表现更好。混合PCR检测可能是成本较低的选择;然而,确定最具成本效益的方法将需要进一步的经济分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a6d7/9372466/dd30eef0daa8/fvets-09-937141-g0001.jpg

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