Tizioto Polyana C, Coutinho Luiz L, Decker Jared E, Schnabel Robert D, Rosa Kamila O, Oliveira Priscila S N, Souza Marcela M, Mourão Gerson B, Tullio Rymer R, Chaves Amália S, Lanna Dante P D, Zerlotini-Neto Adhemar, Mudadu Mauricio A, Taylor Jeremy F, Regitano Luciana C A
Embrapa Southeast Livestock, São Carlos, SP, Brazil.
Division of Animal Sciences, University of Missouri Columbia, Columbia, MO, USA.
BMC Genomics. 2015 Mar 25;16(1):242. doi: 10.1186/s12864-015-1464-x.
Efficiency of feed utilization is important for animal production because it can reduce greenhouse gas emissions and improve industry profitability. However, the genetic basis of feed utilization in livestock remains poorly understood. Recent developments in molecular genetics, such as platforms for genome-wide genotyping and sequencing, provide an opportunity to identify genes and pathways that influence production traits. It is known that transcriptional networks influence feed efficiency-related traits such as growth and energy balance. This study sought to identify differentially expressed genes in animals genetically divergent for Residual Feed Intake (RFI), using RNA sequencing methodology (RNA-seq) to obtain information from genome-wide expression profiles in the liver tissues of Nelore cattle.
Differential gene expression analysis between high Residual Feed Intake (HRFI, inefficient) and low Residual Feed Intake (LRFI, efficient) groups was performed to provide insights into the molecular mechanisms that underlie feed efficiency-related traits in beef cattle. A total of 112 annotated genes were identified as being differentially expressed between animals with divergent RFI phenotypes. These genes are involved in ion transport and metal ion binding; act as membrane or transmembrane proteins; and belong to gene clusters that are likely related to the transport and catalysis of molecules through the cell membrane and essential mechanisms of nutrient absorption. Genes with functions in cellular signaling, growth and proliferation, cell death and survival were also differentially expressed. Among the over-represented pathways were drug or xenobiotic metabolism, complement and coagulation cascades, NRF2-mediated oxidative stress, melatonin degradation and glutathione metabolism.
Our data provide new insights and perspectives on the genetic basis of feed efficiency in cattle. Some previously identified mechanisms were supported and new pathways controlling feed efficiency in Nelore cattle were discovered. We potentially identified genes and pathways that play key roles in hepatic metabolic adaptations to oxidative stress such as those involved in antioxidant mechanisms. These results improve our understanding of the metabolic mechanisms underlying feed efficiency in beef cattle and will help develop strategies for selection towards the desired phenotype.
饲料利用效率对动物生产很重要,因为它可以减少温室气体排放并提高行业盈利能力。然而,家畜饲料利用的遗传基础仍知之甚少。分子遗传学的最新进展,如全基因组基因分型和测序平台,为识别影响生产性状的基因和途径提供了机会。已知转录网络会影响与饲料效率相关的性状,如生长和能量平衡。本研究旨在利用RNA测序方法(RNA-seq)从内洛尔牛肝脏组织的全基因组表达谱中获取信息,鉴定在剩余采食量(RFI)上存在遗传差异的动物中的差异表达基因。
对高剩余采食量(HRFI,低效)和低剩余采食量(LRFI,高效)组之间进行差异基因表达分析,以深入了解肉牛饲料效率相关性状的分子机制。共鉴定出112个注释基因在具有不同RFI表型的动物之间差异表达。这些基因参与离子转运和金属离子结合;作为膜蛋白或跨膜蛋白;并且属于可能与分子通过细胞膜的转运和催化以及营养吸收的基本机制相关的基因簇。在细胞信号传导、生长和增殖、细胞死亡和存活方面具有功能的基因也存在差异表达。在过度富集的途径中包括药物或外源性物质代谢、补体和凝血级联反应、NRF2介导的氧化应激、褪黑素降解和谷胱甘肽代谢。
我们的数据为牛饲料效率的遗传基础提供了新的见解和观点。支持了一些先前确定的机制,并发现了控制内洛尔牛饲料效率的新途径。我们可能鉴定出了在肝脏对氧化应激的代谢适应中起关键作用的基因和途径,例如那些参与抗氧化机制的基因和途径。这些结果增进了我们对肉牛饲料效率潜在代谢机制的理解,并将有助于制定朝着所需表型进行选择的策略。