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Calycosin improves atherosclerosis by reshaping the interaction between the gut microbiome and bile acid metabolism
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作者 Jiaqi Fu Donghua Yu +6 位作者 Yuqin Liang Xin Gao Yunhe Shi Yu Wang Pingping Chen Fang Lu shumin liu 《Food Science and Human Wellness》 2025年第4期1369-1386,共18页
Calycosin,Astragali Radix most prominent ingredient,has drawn more attention as a result of its ability to treat atherosclerosis(AS).However,the mechanism of action has not been fully elucidated.We investigated the ef... Calycosin,Astragali Radix most prominent ingredient,has drawn more attention as a result of its ability to treat atherosclerosis(AS).However,the mechanism of action has not been fully elucidated.We investigated the effects of calycosin on bile acid(BA)metabolism and gut microbiome in ApoE^(-/-)mice fed a high-fat diet(HFD).The data showed that the aorta of ApoE^(-/-)mice treated with HFD showed significant atheromatous plaque formation and lipid accumulation,and the levels of total cholesterol(TC),triglycerides(TG)and low-density lipoprotein cholesterol(LDL-C)were significantly increased,while the levels of high-density lipoprotein cholesterol(HDL-C)were significantly decreased.Calycosin can substantially regulate lipid levels,thereby alleviating liver lipid deposition induced by atherosclerosis.In addition,16S rRNA sequencing showed that calycosin treatment has reshaped the gut microbiota disturbed by HFD,in particular,increasing the ratio of Bacteroidetes/Firmicutes,and improving the relative abundance of Bilophila,Desulfovibrio,Bacteroides,Lactobacillus,etc.Meanwhile,targeted metabolomics analysis showed that calycosin treatment significantly modulated glycodeoxycholic acid(CDCA),taurocholic acids(TCA),lithocholic acid(LCA),deoxycholic acid(DCA),taurodeoxycholic acid(TDCA)and BA pool composition,which were associated with atherosclerotic plaque areas.In addition,calycosin treatment also down-regulated farnesoid X receptor(FXR)protein levels and up-regulated cytochrome P450 family 7 subfamily A member 1(CYP7A1)protein levels in the hepatic.At the same time,calycosin inhibits the ileum FXR/TGR5 signaling pathway,inhibits BA reabsorption,promotes BA excretion,and reduces hepatic cholesterol accumulation by enterohepatic circulation.In addition,we found that calycosin significantly promoted the expression of hepatic ATP-binding cassette transporter A1(ABCA1)and ABCG1 to mediate cholesterol efflux.Meanwhile,calycosin regulates gut microbiota,and Bacteroides,Alistipes,Desulfovibrio,Lactobacillus,Bilophila and Odoribacter are closely related to specific BAs.This enables us to further understand the relationship between BA metabolism and gut microbiota.Calycosin may reduce high-fat diet-induced hepatic cholesterol accumulation in ApoE^(-/-)mice through gut microbiota and BA metabolism,and play a role in treating AS.Finally,we confirmed that calycosin-altered gut microbiota by fecal microbiota transplantation was sufficient to alleviate atherosclerosis.Taken together,our findings provide important insights into the pharmacological mechanisms underlying the efficacy of calycosin on atherosclerosis. 展开更多
关键词 CALYCOSIN Atherosderosis Bile acid metabolism Gut microbiota
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约束性神经网络及其在目标方向估计中的应用 被引量:1
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作者 刘进 刘淑敏 方高 《测绘科学技术》 2018年第3期151-164,共14页
目前,在计算机视觉领域,主流的卷积神经网络算法专注于目标的识别和定位,且大多数采用轴对齐包围盒定位目标,而为了对图像做更深刻的语义理解,更加精准地定位各类目标,需要获取目标的方向信息。因此,本文提出一种针对图像目标方向估计... 目前,在计算机视觉领域,主流的卷积神经网络算法专注于目标的识别和定位,且大多数采用轴对齐包围盒定位目标,而为了对图像做更深刻的语义理解,更加精准地定位各类目标,需要获取目标的方向信息。因此,本文提出一种针对图像目标方向估计的方法,采用卷积神经网络对描述目标方向的两个方向角分量进行回归,规避一些现有方向估计方法直接对方向角回归而产生的缺点。由于方向分量之间存在平方和为1的函数约束,本文提出约束性神经网络的概念,进一步提出利用约束性神经网络解决这类带有输出约束问题的一般性方法,即在Loss层引入约束误差,参与反向传播,并将其具体运用于目标方向估计中。经实验,本文采用的基于约束性神经网络的目标方向估计方法,能够在保证原输出损失的下降速度和幅度的前提下,降低约束误差,提高估计精度。 展开更多
关键词 卷积神经网络 输出约束 目标方向估计 方向分量
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Gentianine protects hippocampal neurons in a rat model of recurrent febrile convulsion 被引量:1
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作者 Xuewei liu shumin liu +2 位作者 Na Wang Fang Lu Min Cao 《Neural Regeneration Research》 SCIE CAS CSCD 2011年第15期1130-1135,共6页
Gentianine has been shown to have a protective effect on hippocampal CA1 neurons in rats subjected to recurrent febrile convulsion(FC).The present study sought to explore the possible mechanism of gentianine by intr... Gentianine has been shown to have a protective effect on hippocampal CA1 neurons in rats subjected to recurrent febrile convulsion(FC).The present study sought to explore the possible mechanism of gentianine by intraperitoneally injecting gentianine into rats with warm water-induced FC.The results revealed that neuronal organelle injury was slightly ameliorated in the hippocampal CA1 region.The level of glutamate was decreased,but the level of γ-aminobutyric acid was increased,as detected by ninhydrin staining.In addition,glutamate acid decarboxylase expression in hippocampal CA1 was increased,as determined by immunohistochemistry.The results demonstrated that gentianine can ameliorate FC-induced neuronal injury by enhancing glutamate acid decarboxylase activity,decreasing glutamate levels and increasing γ-aminobutyric acid levels. 展开更多
关键词 febrile convulsion gentianine hippocampal neurons neuroprotective effect GLUTAMATE γ-aminobutyric acid neural regeneration
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Efficient Multi-User for Task Offloading and Server Allocation in Mobile Edge Computing Systems 被引量:1
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作者 Qiuming liu Jing Li +3 位作者 Jianming Wei Ruoxuan Zhou Zheng Chai shumin liu 《China Communications》 SCIE CSCD 2022年第7期226-238,共13页
Mobile edge computing has emerged as a new paradigm to enhance computing capabilities by offloading complicated tasks to nearby cloud server.To conserve energy as well as maintain quality of service,low time complexit... Mobile edge computing has emerged as a new paradigm to enhance computing capabilities by offloading complicated tasks to nearby cloud server.To conserve energy as well as maintain quality of service,low time complexity algorithm is proposed to complete task offloading and server allocation.In this paper,a multi-user with multiple tasks and single server scenario is considered for small network,taking full account of factors including data size,bandwidth,channel state information.Furthermore,we consider a multi-server scenario for bigger network,where the influence of task priority is taken into consideration.To jointly minimize delay and energy cost,we propose a distributed unsupervised learning-based offloading framework for task offloading and server allocation.We exploit a memory pool to store input data and corresponding decisions as key-value pairs for model to learn to solve optimization problems.To further reduce time cost and achieve near-optimal performance,we use convolutional neural networks to process mass data based on fully connected networks.Numerical results show that the proposed algorithm performs better than other offloading schemes,which can generate near-optimal offloading decision timely. 展开更多
关键词 distributed unsupervised learning energy efficiency mobile edge computing task offloading
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Effect of Huanglianjiedu Tang on fever in rats induced by 2, 4-dinitrophenol 被引量:1
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作者 shumin liu Na Wang +2 位作者 Pingping Chen Xuzhao Li Changfeng liu 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2013年第4期492-499,共8页
OBJECTIVE: To study metabolic characteristics of fever in rats induced by 2, 4-dinitrophenol (DNP) and the effect of Huanglianjiedu Tang (HLJDT) on the fever. METHODS: The urine samples were analyzed by ultra-performa... OBJECTIVE: To study metabolic characteristics of fever in rats induced by 2, 4-dinitrophenol (DNP) and the effect of Huanglianjiedu Tang (HLJDT) on the fever. METHODS: The urine samples were analyzed by ultra-performance liquid chromatography/electrospray ionization quadruple time-of-flight mass spectrometry (UPLC/ESI-Q-TOF-MS) at the positive ion mode scanning, and experimental data were analyzed by the principal component analysis. RESULTS: Eight potential biomarkers indicating the occurrence and evolvement of fever were determined according to ions in urine samples. Five of them were found increased, while the other three decreased. After HLJDD intervention, the increased five were reduced significantly in high dose group, compared with model group, while the decreased three had no obvious change. Five of the eight biomakers were identified with formyl-5-hy-droxykynurenamine, gentisic acid, aminoadipic acid, phenylacetic acid, L-phenylalanyl-L-hydroxyproline on the basis of MS/MS.These biomarkers are associated with the metabolism of 5-hydroxytryptamine, tyrosine, lysine, phenylalanine and collagen protein, respectively. CONCLUSION: HLJDT had significant effect on DNP-induced fever in rats. The effect was performed possibly by acting on 5-hydroxytryptamine in hypothalamus and some amino acid metabolism. These results suggested that HLJDT relieved fever by acting on multi-targets. 展开更多
关键词 2 4-dinitrophenol Heat syndrome Chromatography liquid Metabolism HuanglianjieduTang
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Neuroprotective effect of Eleutheroside B on 1-methyl-4-phenylpyridinium ion-induced apoptosis in PC12 cells
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作者 Fang Lu Yang Dong +4 位作者 Laijun Deng shumin liu Shihui Zhou Lifeng An Bo Tang 《Neural Regeneration Research》 SCIE CAS CSCD 2011年第18期1375-1379,共5页
Apoptosis and viability of PC12 cells following 1-methyl-4-phenylpyridinium ion (MPP+)-induced injury were monitored by flow cytometry, following Annexin V-propidium iodide double labeling, and 3-(4,5-Dimethylthia... Apoptosis and viability of PC12 cells following 1-methyl-4-phenylpyridinium ion (MPP+)-induced injury were monitored by flow cytometry, following Annexin V-propidium iodide double labeling, and 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assay, respectively. The release of lactate dehydrogenase, superoxide dismutase activity and levels of malondialdehyde were determined by UV spectrophotometry. The changes in mitochondrial membrane potential and the intracellular concentration of calcium were determined by flow cytometry, and the activity of caspase-3 was monitored by western blot. According to cell viability and apoptosis studies, MPP+-induced apoptosis in PC12 cells was inhibited in the presence of 10 tJg/mL of Eleutheroside B Our results indicate that the neuroprotective effect of Eleutheroside B, following MPP+-induced apoptosis in PC12 cells, involves increasing the anti-oxidative stress capacity of cells, maintaining the high-energy state of mitochondrial membrane potential, reducing intracellular calcium concentration and inhibiting caspase-3 activity. 展开更多
关键词 Eleutheroside B PC12 cells APOPTOSIS 1-methyl-4-phenylpyridinium ion mitochondria Parkinson's disease
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Multi-dimensional Bi@C electrocatalyst for Cr^(3+)/Cr^(2+) redox reaction boosting high-performance iron-chromium flow batteries
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作者 Min Wu Mingjun Nan +4 位作者 shumin liu Caihe Zhong Lin Qiao Huamin Zhang Xiangkun Ma 《Science China Chemistry》 2025年第6期2735-2743,共9页
With the increasing demand for energy storage technology, iron-chromium flow batteries(ICFBs) have been widely concerned because of their price advantage. However, the low electrochemical activity of Cr^(3+)/Cr^(2+)re... With the increasing demand for energy storage technology, iron-chromium flow batteries(ICFBs) have been widely concerned because of their price advantage. However, the low electrochemical activity of Cr^(3+)/Cr^(2+)redox couples and the side hydrogen evolution reaction limit the industrial application of ICFBs. A multi-dimensional Bi/carbon composite electrocatalyst(Bi@C)for ICFB is designed and prepared to improve the electrochemical activity of Cr^(3+)/Cr^(2+)redox couples. Benefiting by using the Bimetal organic framework(Bi-MOF) with solid matrix as precursors, Bi nanospheres are highly dispersed on the Bi@C electrocatalyst that effectively enhances the electrochemical activity. The special morphology of Bi@C electrocatalyst helps the transfer of electrons and ions, significantly reducing the polarization of battery. Herein, the 3D porous carbon frames accelerate mass transfer, and the 2D carbon nanobelts and carbon layer coating on 0D Bi nanospheres improve the conductivity of Bi nanospheres. Therefore, the ICFB with multi-dimensional Bi@C electrocatalyst exhibits coulombic efficiency of 98.10% and energy efficiency of 79.14% at 140 m A cm^(-2), which is higher than ICFBs with commercial graphite carbon electrocatalyst and with heat treatment carbon felt. This work provides a simple and economical method to fabricate a high-performance multidimensional Bi@C electrocatalyst for Cr^(3+)/Cr^(2+)redox couples, boosting the development of ICFBs. 展开更多
关键词 iron-chromium flow batteries bismuth multi-dimensional structure ELECTROCATALYST Cr^(3+)/Cr^(2+)redox couple
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Surface structure engineering of PtCu clusters enhances the performance of propane dehydrogenation
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作者 Jiajin Lin Jin Yang +9 位作者 Tan Li Shuaiqi Zhao Wei-Hsiang Huang Chi-Liang Chen Yun Zhao shumin liu Lin Gu Leneng Yang Yongcai Qiu Guangxu Chen 《Nano Research》 2025年第5期165-176,共12页
Highly dispersed Pt-based single-atom alloys have been extensively studied in heterogeneous catalysis,particularly for propane dehydrogenation(PDH).However,Pt-based single-atom alloys still suffer from sintering and c... Highly dispersed Pt-based single-atom alloys have been extensively studied in heterogeneous catalysis,particularly for propane dehydrogenation(PDH).However,Pt-based single-atom alloys still suffer from sintering and coke deposition in high-temperature dehydrogenation reactions.Additionally,the atomic structure of the active sites of Pt-based single-atom alloys for PDH remains elusive,and the solid chemistry occurring on the catalyst surface is still under debate.In this work,we discovered that the coordination environment of the single Pt atom for Pt_(1)Cu_(30)cluster catalysts,encapsulated with a carbon layer,can be regulated by sequential heat treatment under air and H_(2)atmosphere.The Pt_(1)Cu_(30)cluster catalyst,with a single Pt atom coordinated by 9 Cu atoms,is similar to the surface structure of Pt_(1)Cu_(3)(111)and exhibits excellent catalytic activity and stability at high temperatures,maintaining propane conversion of 43.5%and propylene selectivity of 98.2%,with a deactivation constant(Kd)of 0.01 h^(−1),even after 32 h of testing at 600℃.The combination of structural characterizations and temperature programmed analysis reveal that the single Pt atom coordinated by around 9 Cu atoms of the Pt_(1)Cu_(30)cluster catalyst,serves as the vital active sites for C-H cleavage of propane and propylene desorption due to their electron-rich and geometrically isolated Pt atom structure.Furthermore,the thin carbon layer coated on the surface of Pt_(1)Cu_(30)clusters can effectively reduce the desorption energy of propylene,thereby avoiding further dehydrogenation and improving the propylene yield and catalytic stability. 展开更多
关键词 single-atom alloys PtCu alloy surface structure propane dehydrogenation catalyst regeneration
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铁载体毒力基因entB对碳青霉烯类耐药肺炎克雷伯菌毒力的影响 被引量:8
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作者 韩睿辉 牛敏 +2 位作者 刘淑敏 毕建蝶 杜艳 《中华检验医学杂志》 CAS CSCD 北大核心 2022年第6期642-648,共7页
目的明确铁载体毒力基因entB对碳青霉烯类耐药肺炎克雷伯菌(CRKP)毒力的影响。方法从昆明医科大学第一附属医院收集到的30株CRKP菌株中筛选出CRKP-27作为实验菌株,规律间隔成簇短回文重复序列(CRISPR)-Cas9基因敲除技术构建entB基因缺... 目的明确铁载体毒力基因entB对碳青霉烯类耐药肺炎克雷伯菌(CRKP)毒力的影响。方法从昆明医科大学第一附属医院收集到的30株CRKP菌株中筛选出CRKP-27作为实验菌株,规律间隔成簇短回文重复序列(CRISPR)-Cas9基因敲除技术构建entB基因缺失株ΔentB、回补株C-ΔentB,并通过PCR验证敲除及回补是否成功。观察CRKP-27、ΔentB、C-ΔentB菌株的菌落形态并进行拉丝试验,初步了解entB对CRKP菌落形态和毒力表型的影响。绘制菌株生长曲线,测定entB对CRKP菌株生长的影响。铬天青S(CAS)检测液对菌株产铁载体能力进行定量检测。建立小鼠腹腔感染模型,观察小鼠生存率直观了解entB基因对CRKP毒力的影响。计量资料均采用平均数±标准差表示,服从正态分布的数据采用方差分析进行组间比较,不服从正态分布的数据采用Kruskal-Wallis秩和检验。小鼠生存分析用Log-Rank检验进行比较。P<0.05表示差异具有统计学意义。结果PCR结果显示缺失株和回补株构建成功。entB基因对CRKP的菌落形态、荚膜和毒力表型无明显影响。ΔentB组的生长速度明显快于CRKP-27组(P=0.008)和C-ΔentB组(P=0.001),说明entB基因削弱了CRKP菌株的生长能力。entB组与CRKP-27组(P=0.001)和C-ΔentB组(P=0.001)相比铁载体产量明显下降,分别下降11.7393%和11.9642%,说明entB基因显著增加了CRKP产铁载体能力。动物实验中,与CRKP-27组(P=0.023)和C-ΔentB组(P=0.024)相比,ΔentB组小鼠生存率明显增高,说明entB基因增加了CRKP菌株的毒力。结论铁载体毒力基因entB明显减弱了菌株的生长能力,但使CRKP产铁载体能力、毒力明显增强。 展开更多
关键词 克雷伯菌 肺炎 碳青霉烯类耐药 铁载体 毒力基因
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