Universidade Federal dos Vales Do Jequitinhonha e Mucuri, Diamantina, Minas Gerais, Brazil.
Departamento de Engenharia e Ciências Exatas, Universidade Estadual Paulista, São Paulo, Brazil.
J Anim Breed Genet. 2024 Nov;141(6):628-642. doi: 10.1111/jbg.12869. Epub 2024 Apr 30.
The beef cattle industry has experienced a shift driven by a market demand for healthier meat, cost efficiency and environmental sustainability in recent years. Consequently, there has been a growing focus on the fatty acids content and functions of meat in cattle breeding programmes. Besides, a deeper understanding of the biological mechanisms influencing the expression of different phenotypes related to fatty acid profiles is crucial. In this study, we aimed to identify Single-Nucleotide Variants (SNV) and Insertion/Deletion (InDels) DNA variants in candidate genes related to fatty acid profiles described in genomic, transcriptomic and proteomic studies conducted in beef cattle breeds. Utilizing whole-genome re-sequencing data from Brazilian locally adapted bovine breeds, namely Caracu and Pantaneiro, we identified SNVs and InDels associated with 23,947 genes. From these, we identified 318 candidate genes related to fatty acid profiles that contain variants. Subsequently, we select only genes with SNVs and InDels in their promoter, 5' UTR and coding region. Through the gene-biological process network, approximately 19 genes were highlighted. Furthermore, considering the studied trait and a literature review, we selected the main transcription factors (TF). Functional analysis via gene-TF network allowed us to identify the 30 most likely candidate genes for meat fatty acid profile in cattle. LIPE, MFSD2A and SREBF1 genes were highlighted in networks due to their biological importance. Further dissection of these genes revealed 15 new variants found in promoter regions of Caracu and Pantaneiro sequences. The gene networks facilitated a better functional understanding of genes and TF, enabling the identification of variants potentially related to the expression of candidate genes for meat fatty acid profiles in cattle.
近年来,牛肉行业受到市场对更健康肉类、成本效益和环境可持续性的需求驱动,发生了转变。因此,人们越来越关注牛肉养殖计划中肉的脂肪酸含量和功能。此外,深入了解影响与脂肪酸谱相关的不同表型表达的生物学机制至关重要。在这项研究中,我们旨在鉴定与在牛肉品种中进行的基因组、转录组和蛋白质组学研究中描述的脂肪酸谱相关的候选基因中的单核苷酸变异 (SNV) 和插入/缺失 (InDels) DNA 变异。利用来自巴西本地适应牛品种(即 Caracu 和 Pantaneiro)的全基因组重测序数据,我们鉴定了与 23947 个基因相关的 SNV 和 InDels。在这些基因中,我们鉴定了 318 个与脂肪酸谱相关的候选基因,这些基因包含变异。随后,我们仅选择在其启动子、5'UTR 和编码区中具有 SNV 和 InDels 的基因。通过基因-生物学过程网络,突出了大约 19 个基因。此外,考虑到研究的特征和文献综述,我们选择了主要的转录因子 (TF)。通过基因-TF 网络的功能分析,我们确定了牛的肉脂肪酸谱的 30 个最可能的候选基因。由于其生物学重要性,LIPE、MFSD2A 和 SREBF1 基因在网络中突出显示。对这些基因的进一步剖析揭示了在 Caracu 和 Pantaneiro 序列启动子区域发现的 15 个新变体。基因网络有助于更好地理解基因和 TF 的功能,从而识别出候选基因与牛的肉脂肪酸谱表达相关的潜在变体。