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Development of a clinical prediction score for detection of suspected cases of equine grass sickness (dysautonomia) in France

机译:在法国检测马草疾病(DysoDOMOMIA)检测临床预测分数的开发

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摘要

Equine grass sickness (EGS) (equine dysautonomia) is a neurodegenerative condition of grazing equines. Pre-mortem diagnosis of EGS is a challenge for practitioners as definitive diagnosis requires ileal/myenteric lymph node biopsies. This study aimed to develop a clinical score that could be used by practitioners to improve the detection of acute or subacute EGS cases in the field. Suspected EGS cases were declared by veterinary practitioners. A case was classified as confirmed positive if ileal or rectal biopsy samples showed neuronal degeneration typical of EGS. A semi-quantitative scoring system, including epidemiological and clinical data, was created to attempt to classify suspected EGS horses into confirmed positive or negative cases. Each variable was weighted based on a boosted regression trees model, while taking into account its clinical relevance. Twenty-eight EGS cases were confirmed by biopsy during the entire study period. The best cut-off value for the score to have a high sensitivity while maximizing specificity was 8, with a sensitivity of 100% and a specificity of 53%. In our dataset, 77% of animals would be correctly classified with this cut-off value of 8. Highest sensitivity was chosen in order to detect the highest number of potential cases. Our score represents an inexpensive and useful tool to aid in the identification of suspected EGS cases in the field and selection for further diagnostics procedures to confirm or rule out the disease. Application of the score to larger populations of animals would be required to further adapt and refine the score.
机译:马草疾病(EGS)(马力发育网状病毒)是一种掠夺等式的神经变性条件。 EGS的预验证诊断是从业者挑战,因为明确的诊断需要eLEAL /神经元淋巴结活组织检查。本研究旨在开发一种临床评分,可以通过从业者使用,以改善现场中急性或亚急性egs病例的检测。兽医宣布涉嫌egs案件。如果髂骨或直肠活检样品显示出典型的EGS的神经元变性,则归类为确认阳性。创建了一个半定量评分系统,包括流行病学和临床资料,以试图将疑似的egs马分类为确认的阳性或阴性情况。每个变量都基于升压回归树模型加权,同时考虑到其临床相关性。在整个研究期间通过活组织检查确认了28例案例。分数具有高灵敏度的最佳截止值,同时最大化特异性为8,灵敏度为100%,特异性为53%。在我们的数据集中,77%的动物将通过这种截止值正确分类8.选择最高灵敏度,以检测最高潜在的情况。我们的分数代表了一个廉价且有用的工具,可以帮助识别疑似egs病例,并选择进一步诊断程序以确认或排除疾病。将得分在更大的动物群体中的应用需要进一步适应和优化得分。

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