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Transcriptomic and metabolomic insights into the roles of exogenous β-hydroxybutyrate acid for the development of rumen epithelium in young goats
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作者 yimin zhuang Jianmin Chai +2 位作者 Mahmoud M.Abdelsattar Yuze Fu Naifeng Zhang 《Animal Nutrition》 SCIE CAS CSCD 2023年第4期10-21,共12页
Beta-hydroxybutyric acid(BHBA),as one of the main metabolic ketones in the rumen epithelium,plays critical roles in cellular growth and metabolism.The ketogenic capacity is associated with the maturation of rumen in y... Beta-hydroxybutyric acid(BHBA),as one of the main metabolic ketones in the rumen epithelium,plays critical roles in cellular growth and metabolism.The ketogenic capacity is associated with the maturation of rumen in young ruminants,and the exogenous BHBA in diet may promote the rumen development.However,the effects of exogenous BHBA on rumen remain unknown.This is the first study to investigate the mechanisms of BHBA on gene expression and metabolism of rumen epithelium using young goats as a model through multi-omics techniques.Thirty-two young goats were divided into control,low dose,middle dose,and high dose groups by supplementation of BHBA in starter(0,3,6,and 9 g/day,respectively).Results demonstrated the dietary of BHBA promoted the growth performance of young goats and increased width and length of the rumen papilla(P<0.05).Hub genes in host transcriptome that were positively related to rumen characteristics and BHBA concentration were identified.Several upregulated hub genes including NDUFC1,NDUFB4,NDUFB10,NDUFA11 and NDUFA1 were enriched in the gene ontology(GO)pathway of nicotinamide adenine dinucleotide(NADH)dehydrogenase(ubiquinone)activity,while ATP5ME,ATP5PO and ATP5PF were associated with ATP synthesis.RT-PCR revealed the expression of genes(HMGCS2,BDH1,SLC16A3,etc.)associated with lipolysis increased significantly by BHBA supplementation(P<0.05).Metabolomics indicated that some metabolites such as glucose,palmitic acid,cortisol and capric acid were also increased(P<0.05).This study revealed that BHBA promoted rumen development through altering NADH balance and accelerating lipid metabolism,which provides a theoretical guidance for the strategies of gastrointestinal health and development of young ruminants. 展开更多
关键词 RUMEN Beta-hydroxybutyrate acid Lipid metabolism Transcriptome Metabolomics Goat
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面向机器学习系统的张量中间表示
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作者 庄毅敏 文渊博 +1 位作者 李威 郭崎 《中国科学:信息科学》 CSCD 北大核心 2022年第6期1040-1052,共13页
随着各类机器学习算法的广泛应用,高能效地定制机器学习系统受到越来越多的关注.定制机器学习系统高效部署的关键在于其编程与编译环境.中间表示是编程与编译环境的核心,用于连接上层编程语言和底层硬件指令.当前的中间表示或是面向上... 随着各类机器学习算法的广泛应用,高能效地定制机器学习系统受到越来越多的关注.定制机器学习系统高效部署的关键在于其编程与编译环境.中间表示是编程与编译环境的核心,用于连接上层编程语言和底层硬件指令.当前的中间表示或是面向上层算法或是面向以标量处理为核心的传统处理器,难以高效应对以张量处理为核心的机器学习系统.本文提出了面向机器学习系统的张量中间表示,以提升机器学习系统的编程和运行效率.具体而言,我们定义了一系列张量类型,张量操作及张量存储空间,并在此基础上进行张量处理优化.我们将所提出的张量中间表示对TVM的底层标量中间表示进行了扩展并在典型机器学习系统上进行了实验.我们探索了原有中间表示没有发掘的优化并取得了1.62~2.85倍的性能提升,同时在典型算子的开发效率上平均提升了5.46倍. 展开更多
关键词 机器学习系统 编程与编译 张量处理 中间表示 编程效率
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Impact of dietary supplementation of b-hydroxybutyric acid on performance,nutrient digestibility,organ development and serum stress indicators in early-weaned goat kids 被引量:3
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作者 Mahmoud M.Abdelsattar Einar Vargas-Bello-Perez +2 位作者 yimin zhuang Yuze Fu Naifeng Zhang 《Animal Nutrition》 SCIE CSCD 2022年第2期16-22,共7页
The objective of this study was to determine the effect of dietary supplementation of b-hydroxybutyric acid(BHBA)on performance,nutrient digestibility,organ development,and serum composition in earlyweaned goat kids.S... The objective of this study was to determine the effect of dietary supplementation of b-hydroxybutyric acid(BHBA)on performance,nutrient digestibility,organ development,and serum composition in earlyweaned goat kids.Sixty-four goat kids at 30 d of age were assigned to 4 treatments in a completely randomized design:1)control(basal diet);2)low(basal diet with 3 g/d per animal BHBA);3)medium(basal diet with 6 g/d per animal BHBA;and 4)high(basal diet with 9 g/d per animal BHBA).Subsequently,48(6 kids per treatment)goat kids were randomly selected and slaughtered at 60 and 90 d of age.Compared with the control group,BHBA at low and high doses increased body weight(P<0.05),average daily gain(P<0.01),and average daily starter intake(P<0.01).The BHBA improved organ development,especially at the lowest dose(P<0.01).The digestibility of dry matter and crude protein increased with age(P<0.05).However,BHBA did not affect nutrient digestibility.Compared with the control group,serum ceruloplasmin increased(P<0.05)with high BHBA level at 90 d of age.However,the serum creatinine(P<0.05)increased over time but was not affected by BHBA.The serum total antioxidant capacity and superoxide dismutase decreased with the high dose of BHBA at 90 d of age(P<0.01).In contrast,the serum glutathione peroxidase and malondialdehyde increased with the high doses of BHBA(P<0.01).Overall,low doses of BHBA were positive for growth performance,organ development,and health status against weaning stress.Whereas high doses of BHBA in the long term could negatively affect antioxidant status. 展开更多
关键词 Beta-hydroxybutyric acid Goat kid Acute-phase protein response Weaning stress Antioxidant capacity
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