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Variation in genes involved in epigenetic processes offers insights into tropically adapted cattle diversity

机译:表观遗传过程中涉及的基因变异为了解适应热带气候的牛的多样性提供了见识

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摘要

We evaluated the relevance of the BovineHD Illumina SNP chip with respect to genes involved in epigenetic processes. Genotypes for 729,068 SNP on two tropical cattle breeds of Australia were used: Brahman (n = 2112) and Tropical Composite (n = 2550). We used data mining approaches to compile a list of bovine protein-coding genes involved in epigenetic processes. These genes represent 9 functional categories that contain between one (histone demethylases) and 99 (chromatin remodeling factors) genes. A total of 3091 SNP mapped to positions within 3000 bp of the 193 coding regions of those genes, including 113 SNP in transcribed regions, 2738 in intronic regions and 240 in up- or down-stream regions. For all these SNP categories, we observed differences in the allelic frequencies between Brahman and Tropical Composite cattle. These differences were larger than those observed for the entire set of 729,068 SNP (P = 1.79 x 10−5). A multidimensional scaling analysis using only the 113 SNP in transcribed regions allowed for the separation of the two populations and this separation was comparable to the one obtained with a random set of 113 SNP (Principal Component 1 r2 > 0.84). To further characterize the differences between the breeds we defined a gene-differentiation metric based on the average genotypic frequencies of SNP connected to each gene and compared both cattle populations. The 10% most differentiated genes were distributed across 10 chromosomes, with significant (P < 0.05) enrichment on BTA 3 and 10. The 10% most conserved genes were located in 12 chromosomes. We conclude that there is variation between cattle populations in genes connected to epigenetic processes, and this variation can be used to differentiate cattle breeds. More research is needed to fully characterize the use of these SNP and its potential as means to further our understanding of biological variation and epigenetic processes.
机译:我们评估了BovineHD Illumina SNP芯片与表观遗传过程中涉及的基因的相关性。使用了澳大利亚的两个热带牛品种的729068 SNP的基因型:婆罗门(n = 2112)和热带复合物(n = 2550)。我们使用数据挖掘方法来汇编涉及表观遗传过程的牛蛋白编码基因的列表。这些基因代表9个功能类别,其中包含一个(组蛋白去甲基化酶)和99(染色质重塑因子)基因。总共3091个SNP定位到那些基因的193个编码区3000 bp内的位置,包括转录区113个SNP,内含子区2738个和上游或下游区240个。对于所有这些SNP类别,我们观察到婆罗门牛和热带复合牛之间的等位基因频率存在差异。这些差异大于整个729,068个SNP的差异(P = 1.79 x 10 -5 )。仅在转录区域中使用113 SNP进行的多维尺度分析允许两个种群的分离,并且这种分离与使用随机113 SNP组获得的分离相当(主成分1 r 2

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