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Simulating economic effects of improving the sensitivity of a diagnostic test in Paratuberculosis control

机译:模拟提高副结核病对照诊断测试灵敏度的经济效果

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The perspectives of improving the sensitivity of a milk-antibody ELISA (hereafter: milk-ELISA) used in test-&-cull strategies against paratuberculosis in dairy cattle were investigated by simulations. The current sensitivity varies between 10% and 80%, increasing with increasing lactation stage, parity and infection stage. We simulated the effects of improving this sensitivity to 80% (independent of these factors). By using a paratuberculosis model called PTB-Simherd, 20 scenarios were simulated in order to study five test-&-cull strategies in each of four herds with 200 dairy cows. The test-&-cull strategies were based on either no testing, the milk-ELISA test alone (positive cows culled immediately) or on confirmation of ELISA positive cases witha faecal culture test (current sensitivity). Test-&-cull strategies were simulated with both the current sensitivity and an improved sensitivity. The four herds were defined by a moderate (25%) or high (80%) initial true herd-prevalence (including youngstock), and a poor or good reproduction management (heat detection rate 40% or 60%). These factors were assumed to influence the effect of improving the sensitivity of the milk-ELISA. Management - both concerning calf management and in general - was specified to represent a typical Danish herd. Results of the simulations indicated that with an improved milk-ELISA test and cullings based only on the ELISA-results it was possible to reduce the prevalence of paratuberculosis effectively. Economically all scenarios benefited from the improvement of the test over a ten-year period. By using the improved test, a test-&-cull strategy combined with a faecal culture test resulted in an immediate increase in net annual revenue per cow of 15 to 20 Euro. The advantage of the improved test stayed at that level the following years. If instead test-&-cull strategies were based only on the milk-ELISA, the improved test reduced net annual revenue per cow with 15 Euro (on average) the first four years, but after that net annual revenue increased continuously, and after ten years it was 70 to 90 Euro higher than if the current milk-ELISA was used. Also, the milk-ELISA test with its current sensitivity seemed to be profitable already after 2 years in high-prevalence herds using a test-&-cull strategy based on the milk-ELISA alone. By combining the milk-antibody test with a confirmatory faecal culture test, the effect of improving sensitivity compared to 'no control' only had a limited effect on prevalence and economy.In herds with poor reproduction, the economic advantages of improving sensitivity were only found in herds with moderate initial prevalence, and which only used milk ELISA in test-&-cull strategies.
机译:通过模拟研究了提高用于乳牛副结核病的试验和剔除策略的乳抗体ELISA(以下简称“牛奶ELISA”)敏感性的观点。当前的敏感性在10%至80%之间变化,随着哺乳期,胎次和感染期的增加而增加。我们模拟了将这种灵敏度提高到80%的效果(与这些因素无关)。通过使用称为PTB-Simherd的肺结核副模型,对20种情况进行了模拟,以研究200只奶牛的4个牛群中每一个的5种测试和剔除策略。测试和剔除策略基于无检测,仅通过牛奶ELISA试验(阳性母牛立即被淘汰)或通过粪便培养试验确认ELISA阳性病例(当前敏感性)。在当前灵敏度和改进灵敏度的情况下,模拟了“测试与剔除”策略。四种畜群的定义为初始真实畜群流行率中等(25%)或高(80%)(包括幼畜),繁殖管理差或好(热检出率40%或60%)。假定这些因素影响提高牛奶ELISA灵敏度的效果。管理(包括小牛管理)和一般情况下,被指定为典型的丹麦牛群。模拟结果表明,通过改进的牛奶ELISA试验和仅基于ELISA结果进行剔除,可以有效降低结核菌的发生率。从经济上讲,所有情况都受益于十年期间测试的改进。通过使用改进的测试,通过“测试与淘汰”策略与粪便培养测试相结合,每头母牛的年净收入立即增加了15至20欧元。在接下来的几年中,改进测试的优势一直保持在该水平。如果取而代之的测试策略仅基于牛奶ELISA,则改进后的测试会降低每头奶牛的净收入(前四年平均为15欧元),但此后,净收入持续增长,之后的十年与使用当前的牛奶-ELISA法相比,这要贵70至90欧元。同样,以目前的敏感性进行的牛奶ELISA试验似乎已经在仅使用牛奶ELISA的检测和剔除策略的高流行人群中使用2年后就已经有利可图。通过将牛奶抗体试验与粪便培养试验相结合,与``无控制''相比,提高敏感性的效果仅对流行率和经济性产生了有限的影响。在繁殖力较差的畜群中,仅发现了提高敏感性的经济优势在初期流行率中等的畜群中,并且仅在测试和剔除策略中使用了牛奶ELISA。

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