Center for Biological and Health Sciences, Federal University of São Carlos, São CarlosSão Paulo, 13560-970, Brazil.
Animal Biotechnology Laboratory-Embrapa Southeast Livestock, São Carlos, Brazil.
Mamm Genome. 2022 Dec;33(4):629-641. doi: 10.1007/s00335-022-09960-1. Epub 2022 Jul 16.
Animal feeding is a critical factor in increasing producer profitability. Improving feed efficiency can help reduce feeding costs and reduce the environmental impact of beef production. Candidate genes previously identified for this trait in differential gene expression studies (e.g., case-control studies) have not examined continuous gene-phenotype variation, which is a limitation. The aim of this study was to investigate the association between the expression of five candidate genes in the liver, measured by quantitative real-time PCR and feed-related traits. We adopted a linear mixed model to associate liver gene expression from 52 Nelore steers with the following production traits: average daily gain (ADG), body weight (BW), dry matter intake (DMI), feed conversion ratio (FCR), feed efficiency (FE), Kleiber index (KI), metabolic body weight (MBW), residual feed intake (RFI), and relative growth ratio (RGR). The total expression of the prune homolog 2 (PRUNE2) gene was significantly associated with DMI, FCR, FE, and RFI (P < 0.05). Furthermore, we have identified a new transcript of PRUNE2 (TCONS_00027692, GenBank MZ041267) that was inversely correlated with FCR and FE (P < 0.05), in contrast to the originally identified PRUNE2 transcript. The cytochrome P450 subfamily 2B (CYP2B6), early growth response protein 1 (EGR1), collagen type I alpha 1 chain (COL1A1), and connective tissue growth factor (CTGF) genes were not associated with any feed efficiency-related traits (P > 0.05). The findings reported herein suggest that PRUNE2 expression levels affects feed efficiency-related traits variation in Nelore steers.
动物饲养是提高生产者盈利能力的关键因素。提高饲料效率有助于降低饲养成本并减少牛肉生产对环境的影响。先前在差异基因表达研究(例如病例对照研究)中鉴定的候选基因并未研究连续的基因-表型变异,这是一个局限性。本研究旨在通过定量实时 PCR 测量肝脏中五个候选基因的表达,研究候选基因表达与与饲料相关的性状之间的关系。我们采用线性混合模型将 52 头内罗尔公牛肝脏基因表达与以下生产性状联系起来:平均日增重(ADG)、体重(BW)、干物质采食量(DMI)、饲料转化率(FCR)、饲料效率(FE)、克莱伯指数(KI)、代谢体重(MBW)、剩余饲料采食量(RFI)和相对生长率(RGR)。Prune 同源物 2(PRUNE2)基因的总表达与 DMI、FCR、FE 和 RFI 显著相关(P < 0.05)。此外,我们鉴定了 PRUNE2 的一个新转录本(TCONS_00027692,GenBank MZ041267),该转录本与 FCR 和 FE 呈负相关(P < 0.05),与最初鉴定的 PRUNE2 转录本相反。细胞色素 P450 亚家族 2B(CYP2B6)、早期生长反应蛋白 1(EGR1)、胶原 I 型α 1 链(COL1A1)和结缔组织生长因子(CTGF)基因与任何饲料效率相关性状均无关联(P > 0.05)。本研究结果表明,PRUNE2 表达水平影响内罗尔公牛的饲料效率相关性状变异。