Pan Yueting, Sun Gege, Li Guo, Chen Shuaicheng, Liu Haibing, Li Huaxuan, Mei Chugang, Yang Wucai, Zan Linsen
College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China.
College of Grassland Agriculture, Northwest A&F University, Yangling, 712100, China.
BMC Microbiol. 2025 May 8;25(1):277. doi: 10.1186/s12866-025-03986-6.
Ruminant livestock are essential for global food production, and understanding sex-specific rumen fermentation and microbial differences is key to improving production efficiency and meat quality. This study explored sex-specific variations in backfat thickness, eye muscle area, rumen fermentation, and microbiota in Qinchuan cattle.
The results revealed that heifers exhibited higher backfat thickness, butyrate concentrations, and acetate/propionate ratio, whereas bulls had larger eye muscle areas and higher propionate concentrations. Volatile fatty acids (VFAs) transport-related genes (CA4, DRA, and NHE1) were more highly expressed in bulls. Heifers showed greater microbial diversity with distinct sex-specific community structures. Bulls had a higher abundance of Prevotella, while butyrate-producing bacteria like Butyrivibrio and Pseudobutyrivibrio were more abundant in heifers. Functional predictions revealed that bulls were enriched in glycan biosynthesis and amino acid metabolism pathways, whereas heifers showed enhanced lipid metabolism pathways. Correlation analyses showed that backfat thickness was positively correlated with acetate and butyrate production, and acetate/propionate ratio, but negatively correlated with Veillonellaceae_UCG-001. Eye muscle area was negatively correlated with isobutyrate production and the abundance of Elusimicrobium and Anaeroplasma, but positively correlated with Lachnospiraceae_NK3A20_group. Redundancy analysis (RDA) identified propionate and butyrate as key drivers of microbial community differences. The Random Forest model identified key predictors for backfat thickness, including rumen fermentation parameters, microbial taxa, and metabolic pathways, explaining 28% of the variation. However, eye muscle area was not well predicted by the current parameters.
These findings enhance our understanding of sex-specific microbial and metabolic profiles, offering potential strategies for optimizing livestock management and breeding programs.
反刍家畜对全球粮食生产至关重要,了解性别特异性瘤胃发酵和微生物差异是提高生产效率和肉质的关键。本研究探讨了秦川牛背膘厚度、眼肌面积、瘤胃发酵和微生物群的性别特异性差异。
结果显示,小母牛的背膘厚度、丁酸盐浓度和乙酸盐/丙酸盐比值较高,而公牛的眼肌面积较大且丙酸盐浓度较高。挥发性脂肪酸(VFA)转运相关基因(CA4、DRA和NHE1)在公牛中表达更高。小母牛表现出更大的微生物多样性,具有独特的性别特异性群落结构。公牛中普雷沃氏菌的丰度较高,而小母牛中丁酸盐产生菌如丁酸弧菌和假丁酸弧菌更为丰富。功能预测表明,公牛在聚糖生物合成和氨基酸代谢途径中富集,而小母牛的脂质代谢途径增强。相关性分析表明,背膘厚度与乙酸盐和丁酸盐产量以及乙酸盐/丙酸盐比值呈正相关,但与韦荣球菌科_UCG - 001呈负相关。眼肌面积与异丁酸盐产量以及埃氏菌属和厌氧原体的丰度呈负相关,但与毛螺菌科_NK3A20_组呈正相关。冗余分析(RDA)确定丙酸盐和丁酸盐是微生物群落差异的关键驱动因素。随机森林模型确定了背膘厚度的关键预测因子,包括瘤胃发酵参数、微生物分类群和代谢途径,解释了28%的变异。然而,目前的参数对眼肌面积的预测效果不佳。
这些发现加深了我们对性别特异性微生物和代谢特征的理解,为优化家畜管理和育种计划提供了潜在策略。