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The Automotive Economy of Shiyan,Hubei Province
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作者 Wan Zewei 《China's Foreign Trade》 2025年第4期54-56,共3页
Shiyan,located in the northwestern part of Hubei Province,China,is a city with a population of approximately 3.2 million.As a prefecture-level city,Shiyan is known for its mountainous terrain and rich natural resource... Shiyan,located in the northwestern part of Hubei Province,China,is a city with a population of approximately 3.2 million.As a prefecture-level city,Shiyan is known for its mountainous terrain and rich natural resources.Historically,Shiyan has been a strategic transportation hub connecting Hubei,Shaanxi,and Chongqing. 展开更多
关键词 mountainous terrain prefecture level city strategic location Shiyan automotive economy natural resources hubei province transportation hub
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数字化转型背景下Sci-Hub对学术出版的影响及应对策略 被引量:1
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作者 严延 《图书馆研究与工作》 2025年第6期47-53,共7页
文章从数字化转型背景下科研信息获取的变化以及Sci-Hub的发展历程入手探讨了学术出版的现状,涉及学术出版模式、出版业的版权、开放获取与付费获取三个方面。分析了Sci-Hub对学术出版的直接影响、对研究者利益的间接影响以及对科学传... 文章从数字化转型背景下科研信息获取的变化以及Sci-Hub的发展历程入手探讨了学术出版的现状,涉及学术出版模式、出版业的版权、开放获取与付费获取三个方面。分析了Sci-Hub对学术出版的直接影响、对研究者利益的间接影响以及对科学传播的长远影响。提出了政策引导、学术界自律和技术与服务创新的建议,以期在保障学术出版知识产权的同时推动科研成果的开放共享。 展开更多
关键词 数字化转型 Sci-hub 学术出版
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基于加权基因共表达网络分析筛选动脉粥样硬化铁死亡相关Hub基因
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作者 王苗茜 马明峰 《中西医结合心脑血管病杂志》 2025年第16期2411-2424,共14页
目的:使用生物信息学分析鉴定动脉粥样硬化(AS)中缺氧和铁死亡相关差异基因。方法:对GSE12288、GSE97210和GSE28829进行生物信息学分析。采用“limma”软件包鉴定差异表达基因(DEG)。进行不同种类的富集分析,以找出相关的途径。采用加... 目的:使用生物信息学分析鉴定动脉粥样硬化(AS)中缺氧和铁死亡相关差异基因。方法:对GSE12288、GSE97210和GSE28829进行生物信息学分析。采用“limma”软件包鉴定差异表达基因(DEG)。进行不同种类的富集分析,以找出相关的途径。采用加权基因共表达网络分析(WGCNA)构建共表达网络,以探索标记相关性并识别与AS相关的重要相互作用基因模块。Cytoscape用于可视化铁死亡相关基因和一些非编码RNA相互作用网络。采用CIBROSORT评估免疫细胞的丰度,揭示AS中免疫反应的影响。结果:共获得30个铁死亡相关的差异表达基因,如铁蛋白轻链(FTL)、谷氨酸受体基因3(GRIA3)、Prominin家族成员2(PROM2)、白介素1β(IL1B)等。基因本体(GO)和GSEA分析发现,上皮细胞增殖调控、膜筏和血管内皮生长因子(VEGF)通路等途径在AS中富集,然后进行调节网络和免疫细胞浸润丰度分析,以评估AS的潜在机制。结论:在AS中发现30个与铁死亡相关的DEG,并与疾病的病理进展相关,且是未来潜在的治疗靶点,然而其潜在的发病机制和潜在的分子靶点仍需要更全面深入的研究。 展开更多
关键词 动脉粥样硬化 铁死亡 hub基因 基因共表达 生物信息学分析
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Hydrogen Hub Potential in the Caribbean: Towards a Sustainable Future
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作者 Kahuina Miller Carolyn Graham 《Sustainable Marine Structures》 2025年第1期52-65,共14页
The Caribbean presents a wide range of opportunities with varying potential to contribute to the Gross National Incomes of the countries.However,the tourism industry remains a key source of income but is vulnerable to... The Caribbean presents a wide range of opportunities with varying potential to contribute to the Gross National Incomes of the countries.However,the tourism industry remains a key source of income but is vulnerable to disasters and other upheavals.There are alternatives to sustainable growth such as the blue economy with the potential for hydrogen extraction from the Caribbean Sea,which can make a signi fiicant contribution.The Caribbean Transshipment Triangle boasts signi fiicant port infrastructure that plays a crucial role in transporting goods and has the potential to become hydrogen hubs.The aim of this research is to examine the potential for countries in the region to develop this industry.A quantitative methodology was employed to examine the correlation between renewable energy and economic growth among six major transshipment countries in the Caribbean transshipment triangle,from 2010 to 2020.The study employed the Pearson correlation coef fiicient to analyze the data collected from these countries.The fiindings indicated that the Dominican Republic and Panama had the highest correlation between renewable energy and economic growth.Speci fiically,Jamaica,Panama,and the Dominican Republic demonstrated a moderate to high correlation between Renewable Power Capacity(RPC)and GDP.Consequently,investing in port infrastructure to facilitate hydrogen production,storage,distribution,and export could have positive effects on these economies.These fiindings are of interest to governments,managers,professionals,policymakers,and investors in the power generation sector.The research supports visions of a resilient blue economy and addresses sustainable development concerns in the Caribbean region. 展开更多
关键词 Caribbean Region Green Hydrogen Renewable Energy TRANSSHIPMENT Hydrogen hub Sustainable Growth
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Dynamic recrystallization behavior and spinning texture formation mechanism of magnesium alloy wheel hub
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作者 Bing-chun JIANG Hao-wei ZHAI +3 位作者 Qing-hang WANG Meng LI Tong ZHANG Bin JIANG 《Transactions of Nonferrous Metals Society of China》 2025年第6期1787-1802,共16页
The dynamic recrystallization(DRX)behavior and texture formation mechanism in an AZ31 magnesium alloy wheel hub during the spinning process were investigated.Analysis using optical microscopy,electron backscatter diff... The dynamic recrystallization(DRX)behavior and texture formation mechanism in an AZ31 magnesium alloy wheel hub during the spinning process were investigated.Analysis using optical microscopy,electron backscatter diffraction,transmission electron microscopy,and finite element simulation revealed that continuous dynamic recrystallization(CDRX)and grain boundary bulging occurred simultaneously throughout the spinning process,leading to an increased proportion of DRXed grain areas.The newly formed DRXed grains largely retained the orientations of their deformed parent grains.The spinning process had two stages:initially,deformation was driven by basalslip as the roller contacted the alloy and descended to its lowest point.In the later stage,pyramidal<c+a>slips became predominant as additional force was applied along the spinning direction(SD),forming a final texture with the c-axis tilting±15°towards the SD.This texture development led to discernible anisotropy in tensile properties along the SD and the tangential direction(TD). 展开更多
关键词 magnesium alloy wheel hub dynamic recrystallization spinning texture dislocation slip mechanical anisotropy
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Security distance analysis of active distribution network considering energy hub demand response
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作者 Rui Ma Qi Zhou +2 位作者 Shengyang Liu Qin Yan Mo Shi 《Global Energy Interconnection》 2025年第1期160-173,共14页
This study proposes a method for analyzing the security distance of an Active Distribution Network(ADN)by incorporating the demand response of an Energy Hub(EH).Taking into account the impact of stochastic wind-solar ... This study proposes a method for analyzing the security distance of an Active Distribution Network(ADN)by incorporating the demand response of an Energy Hub(EH).Taking into account the impact of stochastic wind-solar power and flexible loads on the EH,an interactive power model was developed to represent the EH’s operation under these influences.Additionally,an ADN security distance model,integrating an EH with flexible loads,was constructed to evaluate the effect of flexible load variations on the ADN’s security distance.By considering scenarios such as air conditioning(AC)load reduction and base station(BS)load transfer,the security distances of phases A,B,and C increased by 17.1%,17.2%,and 17.7%,respectively.Furthermore,a multi-objective optimal power flow model was formulated and solved using the Forward-Backward Power Flow Algorithm,the NSGA-II multi-objective optimization algo-rithm,and the maximum satisfaction method.The simulation results of the IEEE33 node system example demonstrate that after opti-mization,the total energy cost for one day is reduced by 0.026%,and the total security distance limit of the ADN’s three phases is improved by 0.1 MVA.This method effectively enhances the security distance,facilitates BS load transfer and AC load reduction,and contributes to the energy-saving,economical,and safe operation of the power system. 展开更多
关键词 Active distribution network Energy hub Security distance Base station load Air-conditioning load
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A Strategic Pharmaceutical Hub
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作者 FRANCIS ESSOMBA 《ChinAfrica》 2025年第12期46-47,共2页
China-Cameroon pharmaceutical cooperation is expected to bring benefits beyond its borders A new chapter in Sino-Cameroonian cooperation is being written.The $948.7 million Yicheng Pharmaceutical Group Fabrication Co.... China-Cameroon pharmaceutical cooperation is expected to bring benefits beyond its borders A new chapter in Sino-Cameroonian cooperation is being written.The $948.7 million Yicheng Pharmaceutical Group Fabrication Co.Ltd.plant is set to reshape Cameroon’s pharmaceutical landscape. 展开更多
关键词 pharmaceutical hub pharmaceutical landscape Yicheng pharmaceutical group fabrication co ltd plant sino cameroonian cooperation pharmaceutical cooperation
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Research on vibration response and vibration attenuation model of comprehensive transportation hub under multiple-source excitations
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作者 Wu Qiaoyun Zhang Qingdong +2 位作者 Sun Jubo Chen Xuyong Xie Weiping 《Earthquake Engineering and Engineering Vibration》 2025年第2期527-545,共19页
To investigate the vibration response of the comprehensive transportation hub structure under multiple-source excitations,an on-site vibration measurement was carried out at Wuhan Railway Station in China.The characte... To investigate the vibration response of the comprehensive transportation hub structure under multiple-source excitations,an on-site vibration measurement was carried out at Wuhan Railway Station in China.The characteristics of each floor vibration were obtained through the time domain and frequency domain analyses.Based on the vibration characteristic under multiple-source excitations,the proposed attenuation model was derived.In addition,a vibration comfort evaluation on the Wuhan Railway Station was conducted.The results show that the effect of the number of vibration sources on horizontal acceleration is more significant than that regarding vertical acceleration.When the structure is under the effects two vibration sources with different frequencies,a high-frequency vibration can amplify a low-frequency vibration.The derived attenuation model can precisely predict the vibration attenuation and reduce the subsequent vibration test workload.Based on the annoyance rate model result,the annoyance rate of Wuhan Railway Station is high,which is harmful to the staff of the station. 展开更多
关键词 comprehensive transportation hub multiple-source excitations Wuhan Railway Station vibration measurement vibration attenuation model comfort evaluation
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Comprehensive Index Evaluation of the Cooling System with the Level Loop Thermosyphon System in Different Computing Hub Nodes in China
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作者 Li Ling Danhao Song +2 位作者 Qianlong Hu Zihao Xiang Zeyu Zhang 《Energy Engineering》 2025年第8期3309-3328,共20页
Rack-level loop thermosyphons have been widely adopted as a solution to data centers’growing energy demands.While numerous studies have highlighted the heat transfer performance and energy-saving benefits of this sys... Rack-level loop thermosyphons have been widely adopted as a solution to data centers’growing energy demands.While numerous studies have highlighted the heat transfer performance and energy-saving benefits of this system,its economic feasibility,water usage effectiveness(WUE),and carbon usage effectiveness(CUE)remain underexplored.This study introduces a comprehensive evaluation index designed to assess the applicability of the rack-level loop thermosyphon system across various computing hub nodes.The air wet bulb temperature Ta,w was identified as the most significant factor influencing the variability in the combination of PUE,CUE,and WUE values.The results indicate that the rack-level loop thermosyphon system achieves the highest score in Lanzhou(94.485)and the lowest in Beijing(89.261)based on the comprehensive evaluation index.The overall ranking of cities according to the comprehensive evaluation score is as follows:Gansu hub(Lanzhou)>Inner Mongolia hub(Hohhot)>Ningxia hub(Yinchuan)>Yangtze River Delta hub(Shanghai)>Chengdu Chongqing hub(Chongqing)>Guangdong-Hong Kong-Macao Greater Bay Area hub(Guangzhou)>Guizhou hub(Guiyang)>Beijing-Tianjin-Hebei hub(Beijing).Furthermore,Hohhot,Lanzhou,and Yinchuan consistently rank among the top three cities for comprehensive scores across all load rates,while Guiyang(at a 25%load rate),Guangzhou(at a 50%load rate),and Beijing(at 75%and 100%load rates)exhibited the lowest comprehensive scores. 展开更多
关键词 Data center rack level loop thermosyphon different Computing hub node different load rates comprehensive indicator analysis
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Mixed parking demand assignment in hub parking lots based on regression modeling
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作者 ZHANG Chu CHEN Kehan +1 位作者 CHEN Jun CHEN Jiayi 《Journal of Southeast University(English Edition)》 2025年第3期270-277,共8页
To adapt to the unique demand-supply features of accessory parking lots at passenger transport hubs,a mixed parking demand assignment method based on regression modeling is proposed.First,an optimal model aiming to mi... To adapt to the unique demand-supply features of accessory parking lots at passenger transport hubs,a mixed parking demand assignment method based on regression modeling is proposed.First,an optimal model aiming to minimize total time expenditure is constructed.It incorporates parking search time,walking time,and departure time,focusing on short-term parking features.Then,the information dimensions that the parking lot can obtain are evaluated,and three assignment strategies based on three types of regression models-linear regression(LR),extreme gradient boosting(XGBoost),and multilayer perceptron(MLP)-are proposed.A parking process simulation model is built using the traffic simulation package SUMO to facilitate data collection,model training,and case studies.Finally,the performance of the three strategies is com-pared,revealing that the XGBoost-based strategy performs the best in case parking lots,which reduces time expendi-ture by 29.3%and 37.2%,respectively,compared with the MLP-based strategy and LR-based strategy.This method offers diverse options for practical parking manage-ment. 展开更多
关键词 parking areas assignment hub parking lot regression-based modeling extreme gradient boosting(XG-Boost)
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Research on Key Points of Planning and Design of Modern Integrated Transportation Hub-Taking Jinfeng Hub in Chongqing High-Tech Zone as an Example
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作者 Lijuan Chen Qingsong Fu 《Journal of Architectural Research and Development》 2025年第4期1-9,共9页
The Chengdu-Chongqing twin city economic circle has become a national strategy.As the westwards gateway of Chongqing central city,the High-tech Zone should further strengthen its traffic integration and interconnectiv... The Chengdu-Chongqing twin city economic circle has become a national strategy.As the westwards gateway of Chongqing central city,the High-tech Zone should further strengthen its traffic integration and interconnectivity with the Chengdu-Chongqing main Corridor.Combining the design concept and functional positioning of Jinfeng Hub,the research should be carried out from the aspects of hub scale control,three-dimensional spatial layout,rail transit connection,road collection and distribution system construction,and integrated development with the city.It is expected to provide a good reference for the planning and design of modern integrated transportation hub. 展开更多
关键词 Modern comprehensive transportation hub Transportation collection and distribution Zero-distance transfer
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基于HubGLasso注意力机制的脑网络分类研究
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作者 李建彤 姚垚 +1 位作者 高俊涛 张林 《计算机技术与发展》 2024年第9期131-137,共7页
脑网络分类有助于脑疾病的早期诊断,也有益于理解脑疾病发病机理,具有重要的研究与应用价值。其中,卷积神经网络应用广泛,可以提取脑网络的拓扑特征,是脑网络分类中的一个前沿热点。然而,现有方法未考虑脑网络中Hub节点对脑功能的重要贡... 脑网络分类有助于脑疾病的早期诊断,也有益于理解脑疾病发病机理,具有重要的研究与应用价值。其中,卷积神经网络应用广泛,可以提取脑网络的拓扑特征,是脑网络分类中的一个前沿热点。然而,现有方法未考虑脑网络中Hub节点对脑功能的重要贡献,这可能会导致特征提取不充分,限制了它们的分类性能。为此,该文提出了一种基于HubGLasso注意力机制的卷积神经网络模型,用于进行脑网络分类任务。该方法包含了一种新的卷积层结构,首先利用GLasso模型去除脑网络中的冗余信息,然后引入Hub约束与注意力机制,使其能够提取与异常Hub结构相关的重要特征,并用于脑疾病诊断。实验结果表明,该方法在包含1112个被试的真实自闭症数据集上取得了68.67%的准确率,显著优于目前已有方法,证明了其应用价值。更进一步,通过对训练后的模型进行特征分析,能够得到与脑疾病相关的脑区信息与Hub节点结构信息,为脑疾病病理机制的研究提供了全新的视角。 展开更多
关键词 脑网络分类 hub约束 注意力机制 卷积神经网络 自闭症谱系障碍
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基于加权基因共表达网络和癌症基因组图谱临床数据分析并鉴定肝细胞癌的Hub基因研究
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作者 陈超 陈天翔 +5 位作者 刘钱伟 张秩 王欢欢 吴平平 高磊 于照祥 《中国全科医学》 CAS 北大核心 2024年第32期4050-4059,共10页
背景 肝细胞癌(HCC)是全球常见的癌症相关死亡的第三大原因,约占所有原发性肝癌病例的90%,其复发率和死亡率较高,目前发生的分子机制仍不清楚。目的 探索HCC潜在的分子机制,发掘新的生物标志物。方法 从TCGA数据库下载RNA-seq表达数据... 背景 肝细胞癌(HCC)是全球常见的癌症相关死亡的第三大原因,约占所有原发性肝癌病例的90%,其复发率和死亡率较高,目前发生的分子机制仍不清楚。目的 探索HCC潜在的分子机制,发掘新的生物标志物。方法 从TCGA数据库下载RNA-seq表达数据和临床相关信息,通过差异基因表达分析正常肝脏组织与HCC组织的差异基因;对差异表达基因进行富集分析;基于TCGA中HCC的基因表达数据概况,使用WGCNA R包建立共表达网络,进行加权基因共表达网络分析(WGCNA),选择具有临床意义的模块,并筛选候选Hub基因;进一步分析候选Hub基因在HCC组织和正常肝脏组织显著差异表达、与HCC患者总体生存期和无病生存期是否显著相关,最终确定Hub基因;通过人类蛋白质图谱数据库对Hub基因蛋白表达进行验证。结果 本研究的基因表达数据来自50个正常肝脏组织样本和373个HCC组织样本。通过差异基因表达分析发现7 230个在HCC和正常肝脏组织之间差异表达的基因(HCC中3 691个上调基因和3 539个下调基因)。富集分析表明,上调的差异表达基因主要参与细胞周期调控和有丝分裂过程;下调的差异表达基因主要参与小分子代谢和有机酸代谢等过程。WGCNA确定了19个与HCC患者临床特征相关基因模块,通过分析模块与临床特征之间的关系,筛选出青色模块和紫色模块。青色模块基因中同时与患者总生存期和无病生存期强烈相关的前两个基因为VPS45和FAM189B;紫色模块基因中同时与患者总生存期和无病生存期强烈相关的前两个基因分别为CLEC1B和FCN3,因此将VPS45、FAM189B、CLEC1B和FCN3确定为最终的Hub基因。人类蛋白质图谱数据库免疫组织化学染色显示:VPS45和FAM189B在HCC组织中的表达高于正常肝脏组织,FCN3在HCC组织中的表达低于正常肝脏组织,CLEC1B在HCC组织和正常肝脏组织中表达差异不明显。结论 初步确定VPS45、FAM189B、CLEC1B和FCN3可能是HCC的新型潜在生物标志物,这些Hub基因可能为HCC的靶向治疗提供理论基础。 展开更多
关键词 肝细胞 加权基因共表达网络分析 hub基因 分子靶向治疗
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Identification of hub genes associated with Helicobacter pylori infection and type 2 diabetes mellitus:A pilot bioinformatics study 被引量:1
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作者 Han Chen Guo-Xin Zhang Xiao-Ying Zhou 《World Journal of Diabetes》 SCIE 2024年第2期170-185,共16页
BACKGROUND Helicobacter pylori(H.pylori)infection is related to various extragastric diseases including type 2 diabetes mellitus(T2DM).However,the possible mechanisms connecting H.pylori infection and T2DM remain unkn... BACKGROUND Helicobacter pylori(H.pylori)infection is related to various extragastric diseases including type 2 diabetes mellitus(T2DM).However,the possible mechanisms connecting H.pylori infection and T2DM remain unknown.AIM To explore potential molecular connections between H.pylori infection and T2DM.METHODS We extracted gene expression arrays from three online datasets(GSE60427,GSE27411 and GSE115601).Differentially expressed genes(DEGs)commonly present in patients with H.pylori infection and T2DM were identified.Hub genes were validated using human gastric biopsy samples.Correlations between hub genes and immune cell infiltration,miRNAs,and transcription factors(TFs)were further analyzed.RESULTS A total of 67 DEGs were commonly presented in patients with H.pylori infection and T2DM.Five significantly upregulated hub genes,including TLR4,ITGAM,C5AR1,FCER1G,and FCGR2A,were finally identified,all of which are closely related to immune cell infiltration.The gene-miRNA analysis detected 13 miRNAs with at least two gene cross-links.TF-gene interaction networks showed that TLR4 was coregulated by 26 TFs,the largest number of TFs among the 5 hub genes.CONCLUSION We identified five hub genes that may have molecular connections between H.pylori infection and T2DM.This study provides new insights into the pathogenesis of H.pylori-induced onset of T2DM. 展开更多
关键词 Helicobacter pylori Type 2 diabetes mellitus Bioinformatics analysis Differentially expressed genes hub genes
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应用生物信息学筛选结直肠癌Hub基因及验证 被引量:1
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作者 陈树华 温日葵 +1 位作者 祝惠钦 谢荣章 《系统医学》 2024年第3期42-45,53,共5页
目的通过运用生物信息学分析,筛选出与结直肠癌相关的差异表达基因(Differentially Expressed genes,DEGs),并验证其生物学功能。方法云浮市人民医院检验科从基因表达综合数据库(Gene Expression Omnibus,GEO)中下载结直肠癌芯片数据GSE... 目的通过运用生物信息学分析,筛选出与结直肠癌相关的差异表达基因(Differentially Expressed genes,DEGs),并验证其生物学功能。方法云浮市人民医院检验科从基因表达综合数据库(Gene Expression Omnibus,GEO)中下载结直肠癌芯片数据GSE 21815、GSE 31905、GSE 35279资料,应用GEO2R语言进行处理得出结直肠癌和正常结直肠组织之间的差异表达基因,并通过生物信息学工具DAVID、STRING、Cytoscape构建差异表达基因的蛋白互作网络,筛选Hub基因,应用基因本体论(Gene Ontology,GO)、基因百科全书(Kyoto Encyclopedia of Genes and Genomes,KEGG)分析筛选出的Hub基因的生物功能,并利用MiRDB工具找出可能调控Hub基因的miRNA,并于2017—2022年8月收集30例结直肠癌组织和30例正常结直肠组织样本,通过实时荧光定量PCR(Quantitative Real-time PCR,qPCR)验证。结果经生物学信息分析和蛋白质相互作用网络图分析催产素受体基因、基质金属蛋白酶11基因、间质上皮转化因子基因、基质金属蛋白酶7基因、激肽释放酶8基因、激肽释放酶10基因为结直肠癌组织发生发展的关键Hub基因。结直肠癌组织中基质金属蛋白酶11基因(4.38±1.58)、间质上皮转化因子基因(2.69±0.29)、基质金属蛋白酶7基因(0.88±0.14)、激肽释放酶8基因(11.09±3.90)、激肽释放酶10基因mRNA(7.88±2.20)的表达,显著高于正常结直肠组织组织,差异有统计学意义(t=9.605、25.339、26.376、9.541、3.726,P均<0.001)。结论结直肠癌组织中基质金属蛋白酶11基因、间质上皮转化因子基因、基质金属蛋白酶7基因、激肽释放酶8基因、激肽释放酶10基因异常表达,可能参与结直肠癌发生过程,有望为后续结直肠癌基础研究及临床诊疗提供依据。 展开更多
关键词 结直肠癌 生物信息学 hub基因
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Functional investigation and two-sample Mendelian randomization study of primary biliary cholangitis hub genes
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作者 Yun-Chuan Yang Xiang Ma +5 位作者 Chi Zhou Nan Xu Ding Ding Zhong-Zheng Ma Lei Zhou Pei-Yuan Cui 《World Journal of Clinical Cases》 SCIE 2024年第30期6391-6406,共16页
BACKGROUND The identification of specific gene expression patterns is crucial for understanding the mechanisms underlying primary biliary cholangitis(PBC)and finding relevant biomarkers for diagnosis and therapeutic e... BACKGROUND The identification of specific gene expression patterns is crucial for understanding the mechanisms underlying primary biliary cholangitis(PBC)and finding relevant biomarkers for diagnosis and therapeutic evaluation.AIM To determine PBC-associated hub genes and assess their clinical utility for disease prediction.METHODS PBC expression data were obtained from the Gene Expression Omnibus database.Overlapping genes from differential expression analysis and weighted gene coexpression network analysis(WGCNA)were identified as key genes for PBC.Kyoto Encyclopedia of Genes and Genomes and Gene Ontology analyses were performed to explore the potential roles of key genes.Hub genes were identified in protein-protein interaction(PPI)networks using the Degree algorithm in Cytoscape software.The relationship between hub genes and immune cells was investigated.Finally,a Mendelian randomization study was conducted to determine the causal effects of hub genes on PBC.RESULTS We identified 71 overlapping key genes using differential expression analysis and WGCNA.These genes were primarily enriched in pathways related to cytokinecytokine receptor interaction,and Th1,Th2,and Th17 cell differentiation.We utilized Cytoscape software and identified five hub genes(CD247,IL10,CCL5,CCL3,and STAT3)in PPI networks.These hub genes showed a strong correlation with immune cell infiltration in PBC.However,inverse variance weighting analysis did not indicate the causal effects of hub genes on PBC risk.CONCLUSION Hub genes can potentially serve as valuable biomarkers for PBC prediction and treatment,thereby offering significant clinical utility. 展开更多
关键词 Primary biliary cholangitis Weighted gene co-expression network analysis hub genes Mendelian randomization Bioinformatic analysis
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Cooling and Optimization in the Groove of the Outer Rotor HubMotor
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作者 Zhuo Liu Yecui Yan 《Frontiers in Heat and Mass Transfer》 EI 2024年第5期1443-1460,共18页
The external rotor hub motor adopts direct drive mode,no deceleration drive device,and has a compact structure.Its axial size is smaller than that of a deceleration-driven hub motor,which greatly reduces the weight of... The external rotor hub motor adopts direct drive mode,no deceleration drive device,and has a compact structure.Its axial size is smaller than that of a deceleration-driven hub motor,which greatly reduces the weight of the vehicle and increases the cruising range of the vehicle.Because of the limited special working environment and performance requirements,the hub motor has a small internal space and a large heat generation,so it puts forward higher requirements for heat dissipation capacity.For the external rotor hub motor,a new type of in-tank watercooled structure of hub motor was proposed to improve its cooling effect and performance.Firstly,the threedimensional finite element model of the motor is established to analyze the characteristics of motor loss and temperature field distribution.Secondly,the cooling performance of different cooling structures in the tank was studied.Finally,the thermal network model and three-dimensional finite element analysis were used to optimize the water-cooled structure in the tank,and the power density of themotor was improved by improving the cooling performance under the condition of volume limitation of the hub motor.The results show that the cooling effect of the proposed water-cooled structure in the tank is significant under the condition of constant power density.Compared to natural ventilation,the maximum temperature was reduced by 33.13°C and the cooling effect was increased by about 27.7%. 展开更多
关键词 Outer rotor hub motor temperature field water cooling in the tank motor loss thermal networks high torque density
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A Study on Integrated Construction of Luzhou Comprehensive Transportation Hub
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作者 Peng Xu 《Journal of Civil Engineering and Architecture》 2024年第1期6-11,共6页
The target of integrated construction of comprehensive transportation hub is to integrate the traffic resources,achieve butt joint of pan-regional transportation mode,and finally realize the"seamless connection&q... The target of integrated construction of comprehensive transportation hub is to integrate the traffic resources,achieve butt joint of pan-regional transportation mode,and finally realize the"seamless connection"of the goods and"zero transfer"of the passenger traffic.Relying on the particularity of the geographical location and the convenience of the Yangtze River channel,Luzhou puts forth effort to build a comprehensive transport hub in Southern Sichuan and has made great efforts in traffic infrastructure construction.However,there are still some problems.Combining practice of Luzhou,using the advanced experience of foreign and domestic cities for reference,the paper pointed out that for the sake of constructing a comprehensive transportation hub,we need to build the traffic integration on the basis of the efficiency.Besides,the paper proposed the strategies for construction. 展开更多
关键词 Comprehensive transportation hub INTEGRATION construction strategies
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Analysis of Roadbed Splicing at Hub Interchanges
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作者 Lizhao Zhao Liang Liu 《Journal of World Architecture》 2024年第1期24-30,共7页
This article discusses the roadbed splicing for hub interchanges.The article starts with a description of the characteristics of junction roadbed splicing.The application of splicing technology is explained using a su... This article discusses the roadbed splicing for hub interchanges.The article starts with a description of the characteristics of junction roadbed splicing.The application of splicing technology is explained using a subgrade splicing scheme of a project.Roadbed splicing involves stepwise excavation and preparative measures like surface cleaning and backfilling.This article serves to provide a valuable reference for road and bridge construction and improve the quality of China’s road and bridge projects,so as to achieve sustainable development of the road and bridge engineering industry. 展开更多
关键词 hub interchange Roadbed splicing Construction preparation Stepwise excavation Roadbed filling
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Identification of hub genes and pathways in mouse with cold exposure
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作者 Xu Wang Hongbo Hu Ying Zhang 《Frigid Zone Medicine》 2024年第4期233-241,共9页
Background:Cold exposure is linked to numerous diseases,yet the changes in key genes and pathways in mice under cold exposure remain unexplored.Understanding these alterations could offer insights into the mechanisms ... Background:Cold exposure is linked to numerous diseases,yet the changes in key genes and pathways in mice under cold exposure remain unexplored.Understanding these alterations could offer insights into the mechanisms of cold resistance and contribute valuable ideas for treating cold-related diseases.Methods:The dataset GSE148361 was obtained from the Gene Expression Omnibus(GEO)database.Differentially expressed genes(DEGs)were identified using the"limma"package in R software.Gene Ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway analyses were performed on DEGs.The STRING(Search Tool for the Retrieval of Interacting Genes)database was used to construct a protein-protein interaction(PPI)network.Additionally,gene set enrichment analysis(GSEA)was conducted to identify pathways associated with key genes.miRNAs and upstream transcription factors(TFs)were predicted using the miRNet database.Results:A total of 208 DEGs were identified,with 137 upregulated and 71 downregulated.In biological processes,DEGs were enriched in nucleotide and purine-containing compound metabolism.For cellular components,DEGs were involved in condensed chromosomes and mitochondrial protein complexes.In molecular functions,proton transmembrane transporter activity was enriched.KEGG pathway analysis showed significant enrichment in biosynthesis of unsaturated fatty acids,fatty acids,and pyruvate metabolism.From the PPI network,12 hub genes were identified using MCODE.Four hub genes(Col3a1,Ifi203,Rtp4,Vcan)demonstrated similar trends in a validation set(GSE110420)and were significantly differentially expressed.GSEA analysis indicated that these four genes were enriched in pathways such as ECM-receptor interaction and cytokine-cytokine receptor interaction.The hub gene network included 93 miRNAs and one TF.Conclusion:This study identified four hub genes as potential diagnostic biomarkers for cold exposure,providing insights for further research on the effects of cold on gene expression and disease. 展开更多
关键词 cold exposure hub genes PATHWAY adipose tissue
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