Research & Development, Livestock Improvement Corporation, Ruakura Road, Hamilton, New Zealand.
School of Biological Sciences, University of Auckland, Private Bag 92019, Auckland, New Zealand.
Genet Sel Evol. 2024 Mar 28;56(1):22. doi: 10.1186/s12711-024-00890-x.
Bovine lactoferrin (Lf) is an iron absorbing whey protein with antibacterial, antiviral, and antifungal activity. Lactoferrin is economically valuable and has an extremely variable concentration in milk, partly driven by environmental influences such as milking frequency, involution, or mastitis. A significant genetic influence has also been previously observed to regulate lactoferrin content in milk. Here, we conducted genetic mapping of lactoferrin protein concentration in conjunction with RNA-seq, ChIP-seq, and ATAC-seq data to pinpoint candidate causative variants that regulate lactoferrin concentrations in milk.
We identified a highly-significant lactoferrin protein quantitative trait locus (pQTL), as well as a cis lactotransferrin (LTF) expression QTL (cis-eQTL) mapping to the LTF locus. Using ChIP-seq and ATAC-seq datasets representing lactating mammary tissue samples, we also report a number of regions where the openness of chromatin is under genetic influence. Several of these also show highly significant QTL with genetic signatures similar to those highlighted through pQTL and eQTL analysis. By performing correlation analysis between these QTL, we revealed an ATAC-seq peak in the putative promotor region of LTF, that highlights a set of 115 high-frequency variants that are potentially responsible for these effects. One of the 115 variants (rs110000337), which maps within the ATAC-seq peak, was predicted to alter binding sites of transcription factors known to be involved in lactation-related pathways.
Here, we report a regulatory haplotype of 115 variants with conspicuously large impacts on milk lactoferrin concentration. These findings could enable the selection of animals for high-producing specialist herds.
牛乳铁蛋白(Lf)是一种具有抗菌、抗病毒和抗真菌活性的铁吸收乳清蛋白。乳铁蛋白具有很高的经济价值,其在牛奶中的浓度变化很大,部分原因是挤奶频率、退化或乳腺炎等环境因素的影响。以前也观察到遗传因素对调节牛奶中乳铁蛋白含量有显著影响。在这里,我们结合 RNA-seq、ChIP-seq 和 ATAC-seq 数据进行乳铁蛋白蛋白浓度的遗传作图,以确定调节牛奶中乳铁蛋白浓度的候选因果变异。
我们鉴定了一个高度显著的乳铁蛋白蛋白数量性状位点(pQTL),以及一个顺式乳转铁蛋白(LTF)表达 QTL(cis-eQTL),该 QTL 映射到 LTF 基因座。使用 ChIP-seq 和 ATAC-seq 数据集,代表泌乳乳腺组织样本,我们还报告了一些染色质开放性受遗传影响的区域。其中一些区域也显示出具有遗传特征的高度显著 QTL,这些特征与通过 pQTL 和 eQTL 分析突出的特征相似。通过对这些 QTL 进行相关分析,我们在 LTF 的假定启动子区域发现了一个 ATAC-seq 峰,该峰突出了一组 115 个高频变异体,这些变异体可能是导致这些效应的原因。这 115 个变体中的一个(rs110000337)映射到 ATAC-seq 峰内,预测改变了已知参与泌乳相关途径的转录因子结合位点。
在这里,我们报告了一个由 115 个变体组成的调控单倍型,对牛奶乳铁蛋白浓度有显著影响。这些发现可以使动物能够被选择用于高生产的专门畜群。