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印度奶牛和水牛品种中β-胡萝卜素含量的标记发现与关联。

Marker discovery and associations with β-carotene content in Indian dairy cattle and buffalo breeds.

机构信息

Department of Animal Science, Iowa State University, 2255 Kildee Hall, 806 Stange Road, Ames 50011; National Institute of Aquatic Resources, Technical University of Denmark, Kemitoryet 2800, KGs. Lyngby, Denmark.

Department of Animal Science, Iowa State University, 2255 Kildee Hall, 806 Stange Road, Ames 50011.

出版信息

J Dairy Sci. 2019 Nov;102(11):10039-10055. doi: 10.3168/jds.2019-16361. Epub 2019 Aug 30.

Abstract

Vitamin A is essential for human health, but current intake levels in many developing countries such as India are too low due to malnutrition. According to the World Health Organization, an estimated 250 million preschool children are vitamin A deficient globally. This number excludes pregnant women and nursing mothers, who are particularly vulnerable. Efforts to improve access to vitamin A are key because supplementation can reduce mortality rates in young children in developing countries by around 23%. Three key genes, BCMO1, BCO2, and SCARB1, have been shown to be associated with the amount of β-carotene (BC) in milk. Whole-genome sequencing reads from the coordinates of these 3 genes in 202 non-Indian cattle (141 Bos taurus, 61 Bos indicus) and 35 non-Indian buffalo (Bubalus bubalis) animals from several breeds were collected from data repositories. The number of SNP detected in the coding regions of these 3 genes ranged from 16 to 26 in the 3 species, with 5 overlapping SNP between B. taurus and B. indicus. All these SNP together with 2 SNP in the upstream part of the gene but already present in dbSNP (https://www.ncbi.nlm.nih.gov/projects/SNP/) were used to build a custom Sequenom array. Blood for DNA and milk samples for BC were obtained from 2,291 Indian cows of 5 different breeds (Gir, Holstein cross, Jersey Cross, Tharparkar, and Sahiwal) and 2,242 Indian buffaloes (Jafarabadi, Murrah, Pandharpuri, and Surti breeds). The DNA was extracted and genotyped with the Sequenom array. For each individual breed and the combined breeds, SNP with an association that had a P-value <0.3 in the first round of linear analysis were included in a second step of regression analyses to determine allele substitution effects to increase the content of BC in milk. Additionally, an F-test for all SNP within gene was performed with the objective of determining if overall the gene had a significant effect on the content of BC in milk. The analyses were repeated using a Bayesian approach to compare and validate the previous frequentist results. Multiple significant SNP were found using both methodologies with allele substitution effects ranging from 6.21 (3.13) to 9.10 (5.43) µg of BC per 100 mL of milk. Total gene effects exceeded the mean BC value for all breeds with both analysis approaches. The custom panel designed for genes related to BC production demonstrated applicability in genotyping of cattle and buffalo in India and may be used for cattle or buffalo from other developing countries. Moreover, the recommendation of selection for significant specific alleles of some gene markers provides a route to effectively increase the BC content in milk in the Indian cattle and buffalo populations.

摘要

维生素 A 对人类健康至关重要,但在印度等许多发展中国家,由于营养不良,目前的摄入量水平太低。据世界卫生组织估计,全球有 2.5 亿学龄前儿童维生素 A 缺乏。这个数字不包括孕妇和哺乳期妇女,她们尤其脆弱。努力改善维生素 A 的获取途径至关重要,因为补充维生素 A 可以使发展中国家的幼儿死亡率降低约 23%。三个关键基因,BCMO1、BCO2 和 SCARB1,已被证明与牛奶中的β-胡萝卜素(BC)含量有关。从多个品种的 202 头非印度牛(141 头瘤牛,61 头印度野牛)和 35 头非印度水牛(Bubalus bubalis)的这些 3 个基因的坐标的全基因组测序读取中收集了这些基因的编码区域中检测到的 SNP 数量在 3 个物种中从 16 到 26 不等,其中 5 个 SNP 在 B. taurus 和 B. indicus 之间重叠。所有这些 SNP 加上基因上游的 2 个 SNP 但已经存在于 dbSNP(https://www.ncbi.nlm.nih.gov/projects/SNP/)中,用于构建定制的 Sequenom 阵列。从 5 个不同品种(Gir、荷斯坦杂交、泽西杂交、Tharparkar 和 Sahiwal)的 2,291 头印度牛和 2,242 头印度水牛中获得了用于 DNA 和 BC 牛奶样本的血液。从每个个体品种和组合品种中,在第一轮线性分析中具有 P 值 <0.3 的与关联的 SNP 被包括在回归分析的第二步中,以确定等位基因替代效应,以增加牛奶中 BC 的含量。此外,对基因内所有 SNP 进行了 F 检验,目的是确定该基因是否对牛奶中 BC 的含量有显著影响。使用贝叶斯方法重复进行分析,以比较和验证之前的频率结果。两种方法都发现了多个具有显著 SNP 的结果,等位基因替代效应范围为 6.21(3.13)至 9.10(5.43)µg/100mL 牛奶。总基因效应超过了所有品种的平均 BC 值,两种分析方法均如此。用于生产 BC 相关基因的定制面板在印度的牛和水牛基因分型中表现出适用性,并且可用于来自其他发展中国家的牛或水牛。此外,推荐选择一些基因标记的显著特定等位基因,为有效提高印度牛和水牛群体中 BC 的含量提供了途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2213/7753891/1138ee3284b3/JDS-102-11-10039-g001.jpg

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