INRAE, VetAgro Sup, UMR Herbivores, Université Clermont Auvergne, Saint-Genès-Champanelle, France.
Facultad de Agronomía, Departamento de Producción Animal y Pasturas, Universidad de la República, Montevideo, Uruguay.
PLoS One. 2022 Nov 29;17(11):e0277458. doi: 10.1371/journal.pone.0277458. eCollection 2022.
This study explored plasma biomarkers and metabolic pathways underlying feed efficiency measured as residual feed intake (RFI) in Charolais heifers. A total of 48 RFI extreme individuals (High-RFI, n = 24; Low-RFI, n = 24) were selected from a population of 142 heifers for classical plasma metabolite and hormone quantification and plasma metabolomic profiling through untargeted LC-MS. Most efficient heifers (Low-RFI) had greater (P = 0.03) plasma concentrations of IGF-1 and tended to have (P = 0.06) a lower back fat depth compared to least efficient heifers. However, no changes were noted (P ≥ 0.10) for plasma concentrations of glucose, insulin, non-esterified fatty acids, β-hydroxybutyrate and urea. The plasma metabolomic dataset comprised 3,457 ions with none significantly differing between RFI classes after false discovery rate correction (FDR > 0.10). Among the 101 ions having a raw P < 0.05 for the RFI effect, 13 were putatively annotated by using internal databases and 6 compounds were further confirmed with standards. Metabolic pathway analysis from these 6 confirmed compounds revealed that the branched chain amino acid metabolism was significantly (FDR < 0.05) impacted by the RFI classes. Our results confirmed for the first time in beef heifers previous findings obtained in male beef cattle and pointing to changes in branched-chain amino acids metabolism along with that of body composition as biological mechanisms related to RFI. Further studies are warranted to ascertain whether there is a cause-and-effect relationship between these mechanisms and RFI.
本研究旨在探索作为剩余采食量(RFI)衡量的肉牛育肥效率的血浆生物标志物和代谢途径。从 142 头母牛中选择了 48 头 RFI 极端个体(高 RFI,n=24;低 RFI,n=24),用于经典血浆代谢物和激素定量以及通过非靶向 LC-MS 进行血浆代谢组学分析。最有效的牛(低 RFI)具有更高的 IGF-1 血浆浓度(P=0.03),并且与效率最低的牛相比,倾向于具有更低的背膘厚度(P=0.06)。然而,葡萄糖、胰岛素、非酯化脂肪酸、β-羟丁酸和尿素的血浆浓度没有变化(P≥0.10)。在经过错误发现率校正(FDR>0.10)后,RFI 类别之间的血浆代谢组数据集包含 3457 个离子,没有明显差异。在 RFI 效应具有原始 P<0.05 的 101 个离子中,有 13 个使用内部数据库进行了推测注释,有 6 个化合物用标准品进一步确认。这些 6 个确认化合物的代谢途径分析表明,支链氨基酸代谢显著(FDR<0.05)受到 RFI 类别的影响。我们的研究结果首次在肉牛育肥牛中证实了之前在雄性肉牛中获得的发现,并指出了支链氨基酸代谢与身体组成的变化作为与 RFI 相关的生物学机制。需要进一步的研究来确定这些机制与 RFI 之间是否存在因果关系。