Meta analysis of the prevalence of subclinical mastitis in dairy cattle

Pub Date : 2024-01-18 DOI:10.12681/jhvms.31916
E. Çelik Gürbulak, A. Akçay
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Abstract

Mastitis, which is defined as the inflammation of mammary tissue caused by infectious agents such as bacteria, yeast, fungi and viruses, is considered to be one of the most important problems of dairy enterprises due to reduced milk yield and milk quality. Therefore, studies on mastitis have been continuous from past to present. The presence of too many studies conducted in all around the world in order to estimate the prevalence of mastitis and to determine the factors affecting the disease has necessitated systematic review or meta-analysis studies on this subject. In this study, it was aimed to perform the meta-analysis for the prevalence of cow and udder quarter-based subclinical mastitis in 193 studies conducted around the world, and to determine the effects of some factors on the prevalence of subclinical mastitis using subgroup and meta-regression methods. Because high heterogeneity was detected between studies in the analysis, the random effects model (Der Simonian-Laird method) (Q=15149.869, df=188, p<0.001, I2=98.759; Q=72142.706; df=174, p<0.001; I2=99.774) was used in this study. The publication biases in the study samples were determined by the use of Egger's linear regression test, the Begg and Mazumdar rank correlation test and funnel plots. As a result of the study, the common prevalence of subclinical mastitis in cow and udder quarter-based studies were calculated as 0.46 (95% CI: 0.43-0.48) and 0.32 (95% CI: 0.30-0.34) respectively. The meta-analysis conducted in this study has enabled the elimination of inconsistencies in the prevalence of subclinical mastitis in individual studies conducted around the world, and has provided a stronger and more precise estimate.
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奶牛亚临床乳腺炎发病率的 Meta 分析
乳腺炎是指由细菌、酵母菌、真菌和病毒等传染性病原体引起的乳腺组织炎症,被认为是乳制品企业最重要的问题之一,会导致产奶量和牛奶质量下降。因此,对乳腺炎的研究从过去一直持续到现在。为了估计乳腺炎的发病率和确定影响该疾病的因素,世界各地进行了大量研究,因此有必要对这一主题进行系统回顾或元分析研究。本研究旨在对全球 193 项研究中基于奶牛和乳房季度的亚临床乳腺炎患病率进行荟萃分析,并使用亚组和荟萃回归方法确定某些因素对亚临床乳腺炎患病率的影响。由于在分析中发现了研究间的高度异质性,因此本研究采用了随机效应模型(Der Simonian-Laird 法)(Q=15149.869,df=188,p<0.001,I2=98.759;Q=72142.706;df=174,p<0.001;I2=99.774)。通过使用 Egger 线性回归检验、Begg 和 Mazumdar 秩相关检验以及漏斗图,确定了研究样本中的发表偏差。研究结果表明,在基于奶牛和乳房季度的研究中,亚临床乳腺炎的常见发病率分别为 0.46(95% CI:0.43-0.48)和 0.32(95% CI:0.30-0.34)。本研究中进行的荟萃分析消除了世界各地个别研究中对亚临床乳腺炎流行率的不一致性,并提供了更可靠、更精确的估计值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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