Sex-specific microbiota associations with backfat thickness, eye muscle area, and rumen fermentation in Qinchuan cattle.

IF 4 2区 生物学 Q2 MICROBIOLOGY
Yueting Pan, Gege Sun, Guo Li, Shuaicheng Chen, Haibing Liu, Huaxuan Li, Chugang Mei, Wucai Yang, Linsen Zan
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引用次数: 0

Abstract

Background: 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.

Results: 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.

Conclusion: These findings enhance our understanding of sex-specific microbial and metabolic profiles, offering potential strategies for optimizing livestock management and breeding programs.

秦川牛性别特异性微生物群与背膘厚度、眼肌面积和瘤胃发酵的关系
背景:反刍牲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品质的关键。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差异。结果:小母牛的背膘厚度、丁酸盐浓度和乙酸/丙酸盐比值较高,而公牛的眼肌面积较大,丙酸盐浓度较高。挥发性脂肪酸(VFAs)运输相关基因(CA4、DRA和NHE1)在公牛中表达较高。小母牛表现出更大的微生物多样性,具有明显的性别特异性群落结构。公牛的普雷沃氏菌含量较高,而产丁酸的细菌如丁酸弧菌和假丁酸弧菌在母牛中含量较高。功能预测显示,公牛富含多糖生物合成和氨基酸代谢途径,而母牛则表现出增强的脂质代谢途径。相关分析表明,背脂厚度与乙酸、丁酸产量、乙酸/丙酸比呈正相关,与Veillonellaceae_UCG-001呈负相关。眼肌面积与异丁酸产量、elusimicroum和Anaeroplasma丰度呈负相关,与Lachnospiraceae_NK3A20_group呈正相关。冗余分析(RDA)发现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、微生物类群和代谢途径,解释了28%的变异。然而,目前的参数并不能很好地预测眼肌面积。结论:这些发现增强了我们对性别特异性微生物和代谢特征的理解,为优化牲畜管理和育种计划提供了潜在的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Microbiology
BMC Microbiology 生物-微生物学
CiteScore
7.20
自引率
0.00%
发文量
280
审稿时长
3 months
期刊介绍: BMC Microbiology is an open access, peer-reviewed journal that considers articles on analytical and functional studies of prokaryotic and eukaryotic microorganisms, viruses and small parasites, as well as host and therapeutic responses to them and their interaction with the environment.
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