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头胎荷斯坦奶牛子宫疾病的基因组位点、遗传参数及其与产奶量和繁殖力的关联

Genomic loci and genetic parameters for uterine diseases in first-parity Holstein cows and associations with milk production and fertility.

作者信息

May Katharina, Sames Lena, Scheper Carsten, König Sven

机构信息

Institute of Animal Breeding and Genetics, Justus-Liebig-University Gießen, 35390 Gießen, Germany.

Institute of Animal Breeding and Genetics, Justus-Liebig-University Gießen, 35390 Gießen, Germany.

出版信息

J Dairy Sci. 2022 Jan;105(1):509-524. doi: 10.3168/jds.2021-20685. Epub 2021 Oct 14.

Abstract

Based on the clinical stage (e.g., vaginal discharge) and bacterial species, several forms of uterine diseases (UD) exist and can be classified as different traits [i.e., different stages of endometritis (EM) and metritis (MET)], which may differ in their genetic background and causal physiological mechanisms. Consequently, the present study aimed to study (1) the effect of UD on 305-d lactation and fertility, (2) the estimation of heritabilities for UD traits using pedigree- and SNP-based relationships, and (3) genome-wide associations to detect significant SNP markers and to infer candidate genes for UD traits. The data set contained herd manager and veterinarian recorded UD traits of 14,810 first-lactating genotyped Holstein cows from 63 large-scale contract herds. Binary defined UD traits (healthy or diseased) according to the clinical stage were endometritis catarrhalis (EM I), endometritis mucopurulenta (EM II), endometritis purulenta (EM III), pyometra (EM IV), endometritis (EM_SOD; superordinate diagnosis = no specific clinical stage defined), and MET. The binary defined trait UDall included all EM and MET diagnoses. The prevalence of UDall was 26.7%. The effect of UD on 305-d lactation and fertility was estimated via linear and generalized linear mixed models. We applied linear single-trait animal models and threshold models to estimate pedigree- and SNP-based heritabilities for UD traits, and bivariate linear models for genetic correlation estimations between UDall with 305-d lactation and fertility traits. A diagnosis for UDall had significant unfavorable effects on the female fertility traits calving interval, interval from calving to first service, days open, and nonreturn rate after 90 d, but was unrelated to 305-d lactation records for production traits milk yield, protein yield, and fat yield. Heritabilities for UDall and EM stages were close to zero, displaying maximal values of 0.05 for pedigree and 0.07 for SNP-based relationship matrices. For MET, pedigree- and SNP-based heritabilities were <0.001 and 0.07, respectively. Genetic correlations ranged from 0.20 to 0.31 between UDall with 305-d milk, protein, and fat yield, and from 0.17 to 0.40 with fertility traits. The GWAS revealed 5 SNP on bovine chromosomes (BTA) 1, 8, 10, 23 for UDall, 5 SNP on BTA 26 for EM I, 1 SNP on BTA 19 for EM II, 4 SNP on BTA 2, 18, 20, 25 for EM III, and 4 SNP on BTA 4, 16, 20 for EM IV above the significance threshold. For EM_SOD, we identified 15 significantly associated SNP on 4 chromosomes, and 4 significant SNP on BTA 3, 20, 22, 28 for MET. Marker associations for UD traits were annotated to 24 potential candidate genes using the ENSEMBL database. Six of these genes were previously reported to be involved in uterine defense mechanisms or in endometritis. Further detected genes contribute to immune response mechanisms during bacterial infections. Different SNP significantly influenced different UD stages, explaining the inter-individual variations in clinical severity of uterine infections.

摘要

根据临床阶段(如阴道分泌物)和细菌种类,存在几种形式的子宫疾病(UD),可分类为不同特征[即子宫内膜炎(EM)和子宫炎(MET)的不同阶段],它们在遗传背景和因果生理机制上可能有所不同。因此,本研究旨在研究(1)UD对305天泌乳和繁殖力的影响,(2)使用基于系谱和单核苷酸多态性(SNP)的关系估计UD特征的遗传力,以及(3)全基因组关联以检测显著的SNP标记并推断UD特征的候选基因。数据集包含来自63个大型合同牛群的14810头首次产犊的基因分型荷斯坦奶牛的牛群管理者和兽医记录的UD特征。根据临床阶段二元定义的UD特征(健康或患病)为卡他性子宫内膜炎(EM I)、黏液脓性子宫内膜炎(EM II)、脓性子宫内膜炎(EM III)、子宫蓄脓(EM IV)、子宫内膜炎(EM_SOD;上级诊断=未定义特定临床阶段)和MET。二元定义的特征UDall包括所有EM和MET诊断。UDall的患病率为26.7%。通过线性和广义线性混合模型估计UD对305天泌乳和繁殖力的影响。我们应用线性单性状动物模型和阈值模型来估计基于系谱和SNP的UD特征遗传力,以及用于估计UDall与305天泌乳和繁殖力特征之间遗传相关性的双变量线性模型。UDall的诊断对繁殖力性状产犊间隔、产犊至首次配种间隔、空怀天数和90天后未返情率有显著不利影响,但与生产性状牛奶产量、蛋白质产量和脂肪产量的305天泌乳记录无关。UDall和EM阶段的遗传力接近零,基于系谱的最大值为0.05,基于SNP的关系矩阵的最大值为0.07。对于MET,基于系谱和SNP的遗传力分别<0.001和0.07。UDall与305天牛奶、蛋白质和脂肪产量之间的遗传相关性范围为0.20至0.31,与繁殖力性状之间的遗传相关性范围为0.17至0.40。全基因组关联研究(GWAS)显示,UDall在牛染色体(BTA)1、8、10、23上有5个SNP,EM I在BTA 26上有5个SNP,EM II在BTA 19上有1个SNP,EM III在BTA 2、18、20、25上有4个SNP,EM IV在BTA 4、16、20上有4个SNP超过显著性阈值。对于EM_SOD,我们在4条染色体上鉴定出15个显著相关的SNP,对于MET在BTA 3、20、22、28上有4个显著的SNP。使用ENSEMBL数据库将UD特征的标记关联注释到24个潜在候选基因。这些基因中有6个先前报道参与子宫防御机制或子宫内膜炎。进一步检测到的基因有助于细菌感染期间的免疫反应机制。不同的SNP对不同的UD阶段有显著影响,解释了子宫感染临床严重程度的个体差异。

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