清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

Role of CSN2, CSN3, and BLG genes and the polygenic background in the cattle milk protein profile

牧群 生物 吉布斯抽样 动物科学 荷兰牛 奶牛 棕色瑞士 遗传学 统计 数学 贝叶斯概率
作者
Nicolò Amalfitano,Lúcio Flávio Macêdo Mota,Guilherme J. M. Rosa,Alessio Cecchinato,Giovanni Bittante
出处
期刊:Journal of Dairy Science [Elsevier BV]
卷期号:105 (7): 6001-6020 被引量:13
标识
DOI:10.3168/jds.2021-21421
摘要

To devise better selection strategies in dairy cattle breeding programs, a deeper knowledge of the role of the major genes encoding for milk protein fractions is required. The aim of the present study was to assess the effect of the CSN2, CSN3, and BLG genotypes on individual protein fractions (αS1-CN, αS2-CN, β-CN, κ-CN, β-LG, α-LA) expressed qualitatively as percentages of total nitrogen content (% N), quantitatively as contents in milk (g/L), and as daily production levels (g/d). Individual milk samples were collected from 1,264 Brown Swiss cows reared in 85 commercial herds in Trento Province (northeast Italy). A total of 989 cows were successfully genotyped using the Illumina Bovine SNP50 v.2 BeadChip (Illumina Inc.), and a genomic relationship matrix was constructed using the 37,519 SNP markers obtained. Milk protein fractions were quantified and the β-CN, κ-CN, and β-LG genetic variants were identified by reversed-phase HPLC (RP-HPLC). All protein fractions were analyzed through a Bayesian multitrait animal model implemented via Gibbs sampling. The effects of days in milk, parity order, and the CSN2, CSN3, and BLG genotypes were assigned flat priors in this model, whereas the effects of herd and animal additive genetic were assigned Gaussian prior distributions, and inverse Wishart distributions were assumed for the respective co-variance matrices. Marginal posterior distributions of the parameters of interest were compared before and after the inclusion of the effects of the 3 major genes in the model. The results showed that a high portion of the genetic variance was controlled by the major genes. This was particularly apparent in the qualitative protein profile, which was found to have a higher heritability than the protein fraction contents in milk and their daily yields. When the genes were included individually in the model, CSN2 was the major gene controlling all the casein fractions except for κ-CN, which was controlled directly by the CSN3 gene. The BLG gene had the most influence on the 2 whey proteins. The genetic correlations showed the major genes had only a small effect on the relationships between the protein fractions, but through comparison of the correlation coefficients of the proteins expressed in different ways they revealed potential mechanisms of regulation and competitive synthesis in the mammary gland. The estimates for the effects of the CSN2 and CSN3 genes on protein profiles showed overexpression of protein synthesis in the presence of the B allele in the genotype. Conversely, the β-LG B variant was associated with a lower concentration of β-LG compared with the β-LG A variant, independently of how the protein fractions were expressed, and it was followed by downregulation (or upregulation in the case of the β-LG B) of all other protein fractions. These results should be borne in mind when seeking to design more efficient selection programs aimed at improving milk quality for the efficiency of dairy industry and the effect of dairy products on human health.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Lexi发布了新的文献求助10
刚刚
往徕完成签到,获得积分10
3秒前
qin完成签到 ,获得积分10
4秒前
今后应助Lexi采纳,获得30
8秒前
11秒前
lilithnox发布了新的文献求助30
18秒前
潜行者完成签到 ,获得积分10
19秒前
lilithnox完成签到,获得积分10
29秒前
chq0010完成签到 ,获得积分10
30秒前
黑猫老师完成签到 ,获得积分10
39秒前
tcy完成签到,获得积分10
49秒前
傲娇斑马完成签到 ,获得积分10
1分钟前
1分钟前
alanbike完成签到,获得积分10
1分钟前
酷波er应助allrubbish采纳,获得10
1分钟前
ldhard完成签到,获得积分10
1分钟前
chen完成签到,获得积分20
1分钟前
1分钟前
allrubbish发布了新的文献求助10
1分钟前
Skywings完成签到,获得积分10
2分钟前
liz完成签到,获得积分10
2分钟前
高8888888完成签到,获得积分10
2分钟前
2分钟前
liz发布了新的文献求助10
2分钟前
2分钟前
何88888888完成签到,获得积分20
2分钟前
2分钟前
Lexi发布了新的文献求助30
3分钟前
康谨完成签到 ,获得积分10
3分钟前
慕青应助Lexi采纳,获得10
3分钟前
激动的似狮完成签到,获得积分0
3分钟前
wei_ahpu完成签到,获得积分10
3分钟前
ygd完成签到,获得积分20
3分钟前
3分钟前
英姑应助dd123采纳,获得10
4分钟前
4分钟前
dd123发布了新的文献求助10
4分钟前
yanyan完成签到,获得积分10
4分钟前
咕咕完成签到 ,获得积分10
4分钟前
4分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Organometallic Chemistry of the Transition Metals 800
Chemistry and Physics of Carbon Volume 18 800
The Organometallic Chemistry of the Transition Metals 800
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
The formation of Australian attitudes towards China, 1918-1941 640
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6436661
求助须知:如何正确求助?哪些是违规求助? 8251025
关于积分的说明 17551359
捐赠科研通 5494952
什么是DOI,文献DOI怎么找? 2898207
邀请新用户注册赠送积分活动 1874890
关于科研通互助平台的介绍 1716139