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基于机器学习的2型糖尿病与骨代谢的关联性研究
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作者 胡嘉桐 刘明晴 +3 位作者 李红旗 岳佳音 王炜 刘际 《中国科学技术大学学报》 CAS CSCD 北大核心 2023年第12期30-38,I0005,I0010,共11页
2型糖尿病常伴有严重的并发症,包括骨代谢性疾病、肝病、肾病等,受病程、性别、年龄和个体差异的影响,没有统一的治疗模式。因此,深入分析临床数据、寻找2型糖尿病并发症数据的相关性,对2型糖尿病及其并发症的治疗具有重要的指导意义。... 2型糖尿病常伴有严重的并发症,包括骨代谢性疾病、肝病、肾病等,受病程、性别、年龄和个体差异的影响,没有统一的治疗模式。因此,深入分析临床数据、寻找2型糖尿病并发症数据的相关性,对2型糖尿病及其并发症的治疗具有重要的指导意义。本文以安徽省2型糖尿病患者的临床数据为基础,建立多元线性回归模型。我们的研究结果表明,影响2型糖尿病骨并发症的主要因素包括体型指数、肌酸酐、尿酸、甘油三酯和血压。有趣的是,2型糖尿病患者的腰椎骨密度增加,这表明2型糖尿病患者存在腰椎骨质增生的风险。 展开更多
关键词 2型糖尿病 机器学习 多元线性回归模型 骨代谢
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Recent progress in fragment-based drug discovery facilitated by NMR spectroscopy
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作者 Lei Wang Jia Gao +9 位作者 Rongsheng Ma Yaqian liu mingqing liu Fumei Zhong Jie Hu Shuju Li Jihui Wu Hualiang Jiang Jiahai Zhang Ke Ruan 《Magnetic Resonance Letters》 2022年第2期107-118,I0003,共13页
Considerable developments have been observed in fragment-based lead/drug discovery(FBLD/FBDD)recently,with four drugs approved and many others under investigation.Nuclear magnetic resonance(NMR)has gained increasing p... Considerable developments have been observed in fragment-based lead/drug discovery(FBLD/FBDD)recently,with four drugs approved and many others under investigation.Nuclear magnetic resonance(NMR)has gained increasing popularity in FBLD due to its intrinsic capability in characterizing protein-ligand interactions in a large dynamic range of affinity,from weak hits to highly potent drugs.Here,we summarize NMR applications in fragment-based hit-to-lead evolution,including the construction of a fragment library,screening methods,spectra processing,and the delineation of the protein-ligand binding modes.These state-of-the-art NMR techniques have been exemplified in the discovery of inhibitors against multiple targets over the past five years,and they are expected to continue to provide new insights in the future. 展开更多
关键词 Fragment-based lead/drug discovery NMR spectroscopy Protein-ligand interaction Complex structure Hit-to-lead evolution
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Reconstructing coherent dynamics of bound states induced by strong attosecond XUV pulses
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作者 贾利娟 刘明清 +4 位作者 王新强 徐龙 闫培光 姜维超 傅立斌 《Chinese Optics Letters》 SCIE EI CAS CSCD 2024年第2期56-63,共8页
We propose a scheme that utilizes weak-field-induced quantum beats to investigate the electronic coherences of atoms driven by a strong attosecond extreme ultraviolet(XUV)pulse.The technique involves using a strong XU... We propose a scheme that utilizes weak-field-induced quantum beats to investigate the electronic coherences of atoms driven by a strong attosecond extreme ultraviolet(XUV)pulse.The technique involves using a strong XUV pump pulse to excite and ionize atoms and a time-delayed weak short pulse to probe the photoelectron signal.Our theoretical analysis demonstrates that the information regarding the bound states,initiated by the strong pump pulse,can be precisely reconstructed from the weak-field-induced quantum beat spectrum.To examine this scheme,we apply it to the attosecond XUV laser-induced ionization of hydrogen atoms by solving a three-dimensional time-dependent Schr?dinger equation.This work provides an essential reference for reconstructing the ultrafast dynamics of bound states induced by strong XUV attosecond pulses. 展开更多
关键词 attosecond pulse bound-state dynamics quantum beats
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有机种植对农田节肢动物多样性影响的整合分析 被引量:3
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作者 黄方倩 王超 +5 位作者 刘明庆 陈秋会 韩笑 王磊 席运官 张纪兵 《生物多样性》 CAS CSCD 北大核心 2022年第1期128-138,共11页
有机农业是生态环境友好的生产方式,对农业生物多样性保护具有重要意义。个体研究的差异不利于有机农业的生态环境效益评估。本研究利用文献整合分析,以对农田生态环境具有良好指示作用的节肢动物为研究对象,探讨了有机种植对农田生物... 有机农业是生态环境友好的生产方式,对农业生物多样性保护具有重要意义。个体研究的差异不利于有机农业的生态环境效益评估。本研究利用文献整合分析,以对农田生态环境具有良好指示作用的节肢动物为研究对象,探讨了有机种植对农田生物多样性的保护效果及影响因素。结果表明,相比常规种植,有机种植可使节肢动物的丰富度、多度及均匀度显著提升34.95%、64.95%及12.09%;天敌和害虫的物种丰富度分别显著提升了22.50%和31.03%;同时天敌的个体数量比常规显著增加了71.80%,害虫减少了10.46%。经过3年及以上的有机种植后,节肢动物的丰富度和多度均显著高于常规种植。常规种植化学农药施用频率可显著影响节肢动物丰富度和均匀度指数,施药次数每增加1次,节肢动物丰富度相比有机种植显著降低13.54%,均匀度显著降低2.64%。有机水田对节肢动物多度的提升效果显著优于有机旱地,为后者的4.7倍;但二者的丰富度和均匀度没有显著差异。蔬菜和茶叶种植体系对节肢动物多样性指数的综合提升效果优于其他作物类型,丰富度、多度和均匀度指数分别显著提升了81.46%、74.14%、18.55%和48.86%、49.06%、30.88%。鼓励常规种植减少农药施用频次,加大有机和生态化管理措施的应用程度,是保护农业生物多样性、实现农业绿色高质量发展的有效途径。 展开更多
关键词 农业生物多样性 有机种植 常规种植 节肢动物 整合分析
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Effect of Na^(+)on catalytic performance of CoCe/ZSM-5 catalysts for oxidation of toluene 被引量:1
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作者 Qingping Zou mingqing liu +3 位作者 Mengjie Fan Yaping Ding Yingwen Chen Shubao Shen 《Journal of Rare Earths》 SCIE EI CAS CSCD 2021年第4期409-418,共10页
A CoCe/ZSM-5 catalyst was prepared by ultrasonic-assisted impregnation for the catalytic combustion of toluene.To study the effect of Na+on catalytic performance of CoCe/ZSM-5 catalysts,a series of different Si/Al ZSM... A CoCe/ZSM-5 catalyst was prepared by ultrasonic-assisted impregnation for the catalytic combustion of toluene.To study the effect of Na+on catalytic performance of CoCe/ZSM-5 catalysts,a series of different Si/Al ZSM-5 zeolites and catalysts doped with Na were synthesized.The experimental results show that 0.71 wt%Na+can inhibit active growth,generate more active small crystal grains,and promote improvement of the catalytic activity by the grain boundary segregation block mechanism,and the catalyst with 0.71 wt%of Na shows toluene conversion of 90 vol%at 250℃.Over 0.71 wt%of Na+content will neutralize the acid centre of the catalyst,lowering the specific surface area of the catalyst and resulting in a gradual decrease in the catalytic activity. 展开更多
关键词 ZSM-5 zeolite Catalytic combustion TOLUENE Grain boundary segregation block MECHANISM Rare earths
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