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Decade Milestone Advancement of Defect-Engineered g-C_(3)N_(4) for Solar Catalytic Applications 被引量:3
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作者 Shaoqi Hou Xiaochun Gao +8 位作者 Xingyue Lv Yilin Zhao Xitao Yin Ying Liu juan fang Xingxing Yu Xiaoguang Ma Tianyi Ma Dawei Su 《Nano-Micro Letters》 SCIE EI CAS CSCD 2024年第4期153-218,共66页
Over the past decade, graphitic carbon nitride(g-C_(3)N_(4)) has emerged as a universal photocatalyst toward various sustainable carbo-neutral technologies. Despite solar applications discrepancy, g-C_(3)N_(4) is stil... Over the past decade, graphitic carbon nitride(g-C_(3)N_(4)) has emerged as a universal photocatalyst toward various sustainable carbo-neutral technologies. Despite solar applications discrepancy, g-C_(3)N_(4) is still confronted with a general fatal issue of insufficient supply of thermodynamically active photocarriers due to its inferior solar harvesting ability and sluggish charge transfer dynamics. Fortunately, this could be significantly alleviated by the “all-in-one” defect engineering strategy, which enables a simultaneous amelioration of both textural uniqueness and intrinsic electronic band structures. To this end, we have summarized an unprecedently comprehensive discussion on defect controls including the vacancy/non-metallic dopant creation with optimized electronic band structure and electronic density, metallic doping with ultraactive coordinated environment(M–N_(x), M–C_(2)N_(2), M–O bonding), functional group grafting with optimized band structure, and promoted crystallinity with extended conjugation π system with weakened interlayered van der Waals interaction. Among them, the defect states induced by various defect types such as N vacancy, P/S/halogen dopants, and cyano group in boosting solar harvesting and accelerating photocarrier transfer have also been emphasized. More importantly, the shallow defect traps identified by femtosecond transient absorption spectra(fs-TAS) have also been highlighted. It is believed that this review would pave the way for future readers with a unique insight into a more precise defective g-C_(3)N_(4) “customization”, motivating more profound thinking and flourishing research outputs on g-C_(3)N_(4)-based photocatalysis. 展开更多
关键词 Defect engineering g-C_(3)N_(4) Electronic band structures Photocarrier transfer kinetics Defect states
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Machine learning and bioinformatics to identify biomarkers in response to Burkholderia pseudomallei infection in mice
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作者 YAO fang FEI XIA +5 位作者 FEIFEI TIAN L EI QU fang YANG juan fang ZHENHONG HU HAICHAO LIU 《BIOCELL》 SCIE 2024年第4期613-621,共9页
Objective:In the realm of Class I pathogens,Burkholderia pseudomallei(BP)stands out for its propensity to induce severe pathogenicity.Investigating the intricate interactions between BP and host cells is imperative fo... Objective:In the realm of Class I pathogens,Burkholderia pseudomallei(BP)stands out for its propensity to induce severe pathogenicity.Investigating the intricate interactions between BP and host cells is imperative for comprehending the dynamics of BP infection and discerning biomarkers indicative of the host cell response process.Methods:mRNA extraction from BP-infected mouse macrophages constituted the initial step of our study.Employing gene expression arrays,the extracted RNA underwent conversion into digital signals.The percentile shift method facilitated data processing,with the identification of genes manifesting significant differences accomplished through the application of the t-test.Subsequently,a comprehensive analysis involving Gene Ontology enrichment and Kyoto Encyclopedia of Genes and Genomes pathway was conducted on the differentially expressed genes(DEGs).Leveraging the ESTIMATE algorithm,gene signatures were utilized to compute risk scores for gene expression data.Support vector machine analysis and gene enrichment scores were instrumental in establishing correlations between biomarkers and macrophages,followed by an evaluation of the predictive power of the identified biomarkers.Results:The functional and pathway associations of the DEGs predominantly centered around G protein-coupled receptors.A noteworthy positive correlation emerged between the blue module,consisting of 416 genes,and the StromaScore.FZD4,identified through support vector machine analysis among intersecting genes,indicated a robust interaction with macrophages,suggesting its potential as a robust biomarker.FZD4 exhibited commendable predictive efficacy,with BP infection inducing its expression in both macrophages and mouse lung tissue.Western blotting in macrophages confirmed a significant upregulation of FZD4 expression from 0.5 to 24 h post-infection.In mouse lung tissue,FZD4 manifested higher expression in the cytoplasm of pulmonary epithelial cells in BP-infected lungs than in the control group.Conclusion:Thesefindings underscore the upregulation of FZD4 expression by BP in both macrophages and lung tissue,pointing to its prospective role as a biomarker in the pathogenesis of BP infection. 展开更多
关键词 Burkholderia pseudomallei Microarray assay Machine learning BIOINFORMATICS FZD4
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A novel mouse model of calcific aortic valve stenosis
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作者 Ningjing Qian Yaping Wang +12 位作者 Wangxing Hu Naifang Cao Yi Qian Jinyong Chen juan fang Dilin Xu Haochang Hu Shuangshuang Yang Dao Zhou Hanyi Dai Dongdong Wei Jian'an Wang Xianbao Liu 《Animal Models and Experimental Medicine》 CAS CSCD 2024年第4期523-532,共10页
Background:Calcific aortic valve stenosis(CAVS)is one of the most challenging heart diseases in clinical with rapidly increasing prevalence.However,study of the mecha-nism and treatment of CAVS is hampered by the lack... Background:Calcific aortic valve stenosis(CAVS)is one of the most challenging heart diseases in clinical with rapidly increasing prevalence.However,study of the mecha-nism and treatment of CAVS is hampered by the lack of suitable,robust and efficient models that develop hemodynamically significant stenosis and typical calcium deposi-tion.Here,we aim to establish a mouse model to mimic the development and features of CAVS.Methods:The model was established via aortic valve wire injury(AVWI)combined with vitamin D subcutaneous injected in wild type C57/BL6 mice.Serial transthoracic echocardiography was applied to evaluate aortic jet peak velocity and mean gradi-ent.Histopathological specimens were collected and examined in respect of valve thickening,calcium deposition,collagen accumulation,osteogenic differentiation and inflammation.Results:Serial transthoracic echocardiography revealed that aortic jet peak velocity and mean gradient increased from 7 days post model establishment in a time depend-ent manner and tended to be stable at 28 days.Compared with the sham group,sim-ple AVWI or the vitamin D group,the hybrid model group showed typical pathological features of CAVS,including hemodynamic alterations,increased aortic valve thicken-ing,calcium deposition,collagen accumulation at 28 days.In addition,osteogenic dif-ferentiation,fibrosis and inflammation,which play critical roles in the development of CAVS,were observed in the hybrid model.Conclusions:We established a novel mouse model of CAVS that could be induced efficiently,robustly and economically,and without genetic intervention.It provides a fast track to explore the underlying mechanisms of CAVS and to identify more effec-tive pharmacological targets. 展开更多
关键词 animal model calcific aortic valve stenosis valve calcification
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The Initial Mesoscale Vortexes Leading to the Formation of Tropical Cyclones in the Western North Pacific
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作者 Shenglan WU juan fang 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2023年第5期804-823,共20页
A statistical analysis of the initial vortexes leading to tropical cyclone(TC)formation in the western North Pacific(WNP)is conducted with the ECMWF ERA5 reanalysis data from 1999 to 2018.It is found that TCs in the W... A statistical analysis of the initial vortexes leading to tropical cyclone(TC)formation in the western North Pacific(WNP)is conducted with the ECMWF ERA5 reanalysis data from 1999 to 2018.It is found that TCs in the WNP basically originate from three kinds of vortexes,i.e.,a mid-level vortex(MV),a low-level vortex(LV),and a relatively deep vortex with notable vorticity in both the lower and middle troposphere(DV).Among them,LV and DV account for 47.9%and 24.2%of tropical cyclogenesis events,respectively,while only 27.9%of TCs develop from the MV,which is much lower than that which occurs in the North Atlantic and eastern Pacific.Such a difference might be ascribed to the active monsoon systems in the WNP all year round.Due to the nearly upright structure of mid-level convergence in the early pre-genesis stage,TC genesis efficiency is the highest in DV.Compared with MV,LV generally takes a shorter time to intensify to a TC because of the higher humidity and the stronger low-level cyclonic circulation,which is related to air-sea interaction and boundary-layer convergence.Further examination of the relationship between tropical cyclogenesis and large-scale flow patterns indicate that the TC genesis events associated with LV are primarily related to the monsoon shear line,monsoon confluence region,and monsoon gyre,while those associated with MV are frequently connected with easterly waves and wave energy dispersion of preexisting TC.Compared with other flow patterns,tropical cyclones usually form and intensify faster in the monsoon confluence region. 展开更多
关键词 TC formation initial mesoscale vortexes TC genesis efficiency large-scale flow patterns
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基于智能教育机器人的“双师课堂”教学模式构建 被引量:3
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作者 付艳芳 杨浩 +1 位作者 方娟 刘晓宁 《中国教育信息化》 2022年第1期56-62,共7页
智能教育机器人应用于高职院校课堂教学是教育信息化发展的趋势之一。构建智能教育机器人支持下的"双师课堂"教学模式,开展"双师课堂"教学实践,是智能教育机器人应用于高职院校课堂教学的重要尝试。研究发现,智能... 智能教育机器人应用于高职院校课堂教学是教育信息化发展的趋势之一。构建智能教育机器人支持下的"双师课堂"教学模式,开展"双师课堂"教学实践,是智能教育机器人应用于高职院校课堂教学的重要尝试。研究发现,智能教育机器人支持下的"双师课堂"教学模式有效地增加了课堂教学的趣味性,激发了学生的学习兴趣和主动性,优化了课堂教学过程,极大地改善了课堂教学效果。另外,人机合理分工在一定程度上降低了教师的劳动强度,使教师有比较充足的时间和精力"潜入"课堂,深入了解每个学生的真实情况,真正履行教师的育人职责。 展开更多
关键词 智能教育机器人 双师课堂 建构主义学习理论 教学评价
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Prognostic value of tertiary lymphoid structure and tumour infiltrating lymphocytes in oral squamous cell carcinoma 被引量:14
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作者 Qunxing Li Xiangqi Liu +6 位作者 Dikan Wang Yanqiong Wang Huanzi Lu Shuqiong Wen juan fang Bin Cheng Zhi Wang 《International Journal of Oral Science》 SCIE CAS CSCD 2020年第3期227-234,共8页
Tertiary lymphoid structures(TLS)are ectopic lymphoid structures in cancers that are largely associated with favourable prognosis.However,the prognostic value of TLSs in oral squamous cell carcinoma(OSCC)is largely un... Tertiary lymphoid structures(TLS)are ectopic lymphoid structures in cancers that are largely associated with favourable prognosis.However,the prognostic value of TLSs in oral squamous cell carcinoma(OSCC)is largely unknown,and the association between tumour infiltrating lymphocytes(TILs)and TLSs has been rarely explored in OSCC.In this study,associated markers of TLS,including peripheral node address(PNAd)in high endothelial venules,CD20 in B cells and CD3 in T cells,were examined in 168 OSCC patients,and survival analysis was performed between TLS-positive and TLS-negative cohorts.We detected the presence of TILs by staining CD8+cytotoxic T cells and CD57+NK cells as well.TLSs appeared as highly organized structures in 45(26.8%)cases.TLSpositive patients had a better 5-year overall survival(OS)rate(88.9%vs.56.1%,P<0.001)and relapse-free survival(RFS)rate(88.9%vs.63.4%,P=0.002).Moreover,the presence of TLS was an independent prognostic factor for both the 5-year OS rate(hazard ratio[HR]=3.784;95%confidence interval[CI],1.498–9.562)and RFS rate(HR=3.296;95%CI,1.279–8.490)in multivariate analysis.Furthermore,a higher density of CD8+T cells and CD57+NK cells was found in TLS-positive sections than in TLS-negative counterparts(P<0.001),and their combination provided a higher predictive accuracy(AUC=0.730;95%CI,0.654–0.805).In conclusion,our results suggest that TLS is an independent positive prognostic factor for OSCC patients.These findings provide a theoretical basis for the future diagnostic and therapeutic value of TLSs in OSCC treatment. 展开更多
关键词 LYMPHOCYTES LYMPHOID infiltrating
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Circulation Features Associated with the Record-breaking Typhoon Silence in August 2014 被引量:4
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作者 Jianpu BIAN juan fang +1 位作者 Guanghua CHEN Chengji LIU 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2018年第10期1321-1336,共16页
Climatologically, August is the month with the most tropical cyclone(TC) formation over the western North Pacific(WNP) during the typhoon season. In this study, the reason for abnormal TC activity during August is dis... Climatologically, August is the month with the most tropical cyclone(TC) formation over the western North Pacific(WNP) during the typhoon season. In this study, the reason for abnormal TC activity during August is discussed—especially August 2014, when no TCs formed. The large-scale background of August 2014 is presented, with low-level large-scale easterly anomalies and anticyclonic anomalies dominating over the main TC genesis region, a weak monsoon trough system,and a strong WNP subtropical high(WPSH), leading to significantly reduced low-level convergence, upper-level divergence,and mid-level upward motion. These unfavorable large-scale conditions suppressed convection and cyclogenesis. In August2014, equatorial waves were inactive within the negative phase of the Madden–Julian Oscillation(MJO), with fewer tropical disturbances. Although the low-level vorticity and convection of those disturbances were partly promoted by the convective envelopes of equatorial waves, the integral evolution of disturbances, as well as the equatorial waves, were suppressed when propagating into the negative MJO phase. Moreover, the upper-level potential vorticity(PV) streamers associated with anticyclonic Rossby wave breaking events imported extratropical cold and dry air into the tropics. The peripheral tropospheric dryness and enhanced vertical wind shear by PV streamer intrusion combined with the negative MJO phase were responsible for the absence of TC formation over the WNP in August 2014. 展开更多
关键词 large-scale pattern CYCLOGENESIS MJO EQUATORIAL waves ROSSBY wave breaking
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A comprehensive profile of TCF1^(+)progenitor and TCF1−terminally exhausted PD-1^(+)CD8^(+)T cells in head and neck squamous cell carcinoma:implications for prognosis and immunotherapy 被引量:1
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作者 Dikan Wang juan fang +14 位作者 Shuqiong Wen Qunxing Li Jinming Wang Lisa Yang Wenxiao Dai Huanzi Lu Junyi Guo Zhongyan Shan Wenqiang Xie Xiangqi Liu Liling Wen Jie Shen Anxun Wang Qianming Chen Zhi Wang 《International Journal of Oral Science》 SCIE CAS CSCD 2022年第1期91-99,共9页
The heterogeneity of exhausted T cells(Tex)is a critical determinant of immune checkpoint blockade therapy efficacy.However,few studies have explored exhausted T cell subpopulations in human cancers.In the present stu... The heterogeneity of exhausted T cells(Tex)is a critical determinant of immune checkpoint blockade therapy efficacy.However,few studies have explored exhausted T cell subpopulations in human cancers.In the present study,we examined samples from two cohorts of 175 patients with head and neck squamous cell cancer(HNSCC)by multiplex immunohistochemistry(mIHC)to investigate two subsets of Tex,CD8+PD1+TCF1+progenitor exhausted T cells(TCF1+Texprog)and CD8+PD1+TCF1−terminally exhausted T cells(TCF1−Texterm).Moreover,fresh tumor samples from 34 patients with HNSCC were examined by flow cytometry and immunohistochemistry to further investigate their properties and cytotoxic capabilities and their correlation with regulatory T cells(Tregs)in the tumor immune microenvironment(TIME).mIHC and flow cytometry analysis showed that TCF1−Texterm represented a greater proportion of CD8+PD1+Tex than TCF1+Texprog in most patients.TCF1+Texprog produced abundant TNFα,while TCF1−Texterm expressed higher levels of CD103,TIM-3,CTLA-4,and TIGIT.TCF1−Texterm exhibited a polyfunctional TNFα+GZMB+IFNγ+phenotype;and were associated with better overall survival and recurrence-free survival.The results also indicated that larger proportions of TCF1−Texterm were accompanied by an increase in the proportion of Tregs.Therefore,it was concluded that TCF1−Texterm was the major CD8+PD1+Tex subset in the HNSCC TIME and that these cells favor patient survival.A high proportion of TCF1−Texterm was associated with greater Treg abundance. 展开更多
关键词 PD1 PROGENITOR SQUAMOUS
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Resource Scheduling Strategy for Performance Optimization Based on Heterogeneous CPU-GPU Platform 被引量:1
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作者 juan fang Kuan Zhou +1 位作者 Mengyuan Zhang Wei Xiang 《Computers, Materials & Continua》 SCIE EI 2022年第10期1621-1635,共15页
In recent years,with the development of processor architecture,heterogeneous processors including Center processing unit(CPU)and Graphics processing unit(GPU)have become the mainstream.However,due to the differences o... In recent years,with the development of processor architecture,heterogeneous processors including Center processing unit(CPU)and Graphics processing unit(GPU)have become the mainstream.However,due to the differences of heterogeneous core,the heterogeneous system is now facing many problems that need to be solved.In order to solve these problems,this paper try to focus on the utilization and efficiency of heterogeneous core and design some reasonable resource scheduling strategies.To improve the performance of the system,this paper proposes a combination strategy for a single task and a multi-task scheduling strategy for multiple tasks.The combination strategy consists of two sub-strategies,the first strategy improves the execution efficiency of tasks on the GPU by changing the thread organization structure.The second focuses on the working state of the efficient core and develops more reasonable workload balancing schemes to improve resource utilization of heterogeneous systems.The multi-task scheduling strategy obtains the execution efficiency of heterogeneous cores and global task information through the processing of task samples.Based on this information,an improved ant colony algorithm is used to quickly obtain a reasonable task allocation scheme,which fully utilizes the characteristics of heterogeneous cores.The experimental results show that the combination strategy reduces task execution time by 29.13%on average.In the case of processing multiple tasks,the multi-task scheduling strategy reduces the execution time by up to 23.38%based on the combined strategy.Both strategies can make better use of the resources of heterogeneous systems and significantly reduce the execution time of tasks on heterogeneous systems. 展开更多
关键词 Heterogeneous computing CPU-GPU PERFORMANCE Workload balance
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A Survey of Statistical Relationships between Tropical Cyclone Genesis and Convectively Coupled Equatorial Rossby Waves 被引量:1
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作者 Shuguang WANG juan fang +1 位作者 Xiaodong TANG Zhe-Min TAN Key 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2022年第5期747-762,共16页
Convectively coupled equatorial Rossby waves(ERW)modulate tropical cyclone activities over tropical oceans.This study presents a survey of the statistical relationship between intraseasonal ERWs and tropical cyclone g... Convectively coupled equatorial Rossby waves(ERW)modulate tropical cyclone activities over tropical oceans.This study presents a survey of the statistical relationship between intraseasonal ERWs and tropical cyclone genesis(TCG)over major global TC basins using four-decade-long outgoing longwave radiation(OLR)and TC best-track datasets.Intraseasonal ERWs are identified from the OLR anomalies using an empirical orthogonal function(EOF)analysis method without imposing equatorial symmetry.We find that westward-propagating ERWs are most significant in four tropical ocean basins over the summer hemisphere and that ERWs exhibit similar northeast-southwest(southeast-northwest)tilted phase lines in the northern(southern)hemisphere,with an appreciable poleward advance of wave energy in most TC basins.The EOF-based ERW indices quantitatively show that ERWs significantly modulate TC genesis.The convectively active(suppressed)phases of ERWs coincide with increased(reduced)TCG occurrences.The TCG modulation by ERWs achieves the maximum where the ERWs propagate through the climatological TCG hotspots.As a result,the total number of TCG occurrences in the TC basins varies significantly according to the ERW phase.The ERW-TCG relationship is significant over the northwestern Pacific Ocean,northeastern Pacific Ocean,and the northern Indian Ocean during the northern summer seasons.In the southern summer season,the ERW-TCG relationship is significant over the southern Indian Ocean,Indonesian-Australia basin,and the southwestern Pacific Ocean.However,ERW activities are weak in the main TC development region of the Atlantic Ocean;and the impact on Atlantic TCG appears to be insignificant. 展开更多
关键词 tropical cyclone genesis equatorial Rossby waves statistical analysis
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Evolution of the Mid-tropospheric Vortex during the Formation of Super Typhoon Megi(2010) 被引量:1
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作者 Li ZHUO Dexian fang +1 位作者 Zheng WU juan fang 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2020年第7期751-765,共15页
As a follow-up of a previously published article on the contribution of tropical waves,this study explores the evolution of the mid-tropospheric mesoscale cyclonic vortex(MV)during the formation of Typhoon Megi(2010)w... As a follow-up of a previously published article on the contribution of tropical waves,this study explores the evolution of the mid-tropospheric mesoscale cyclonic vortex(MV)during the formation of Typhoon Megi(2010)with a successful cloud-resolving simulation.It is found that the formation and intensification of the MV were related to the deep convection and subsequent stratiform precipitation,while the weakening of the MV was related to the shallow convection.Both the upward transport of vorticity related to the deep convection and the horizontal convergence associated with the stratiform precipitation contributed to the formation and intensification of the MV.Even though the latter was dominant,the former could not be ignored,especially in the early stage of the MV.The MV played dual roles in the formation of Megi.On the one hand,the formation and intensification of MV were primarily associated with the stratiform precipitation,which induced the low-level divergence inhibiting the spin-up of the near-surface cyclonic circulation.On the other hand,the coupled low-level cold core under the MV benefited the accumulation of the convective available potential energy(CAPE),which was favorable for the convective activity.A sensitivity experiment with the evaporative cooling turned off indicated that the development of the MV retarded the genesis process of Megi. 展开更多
关键词 TYPHOON SHALLOW DIVERGENCE
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昆明市创意产业发展KSF分析
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作者 仲英豪 彭可亮 +2 位作者 张则宪 方娟 李卫红 《管理科学与工程》 2013年第1期1-5,共5页
区域创意产业经济状况及结构、与外界交流等构成其创意产业发展重要因素。本文通过对创意产业影响因素分析,建立区域创意产业关键成功因素分析(KSF)结构框架,并就KSF在该领域应用等问题进行探索性研究。并以昆明市创意产业发展的KSF关... 区域创意产业经济状况及结构、与外界交流等构成其创意产业发展重要因素。本文通过对创意产业影响因素分析,建立区域创意产业关键成功因素分析(KSF)结构框架,并就KSF在该领域应用等问题进行探索性研究。并以昆明市创意产业发展的KSF关系进行案例分析。 展开更多
关键词 创意产业 成功因素 因素
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KRT4 suppresses oral squamous cell carcinoma development by reducing ATG4B-mediated autophagy
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作者 XIAOXU LI YUN WANG +4 位作者 juan fang ZHI WANG XIAOAN TAO juan XIA BIN CHENG 《BIOCELL》 SCIE 2022年第2期441-451,共11页
Head and neck squamous cell carcinoma is the sixth most common tumor worldwide,and half of head and neck squamous cell carcinoma patients are with oral squamous cell carcinoma(OSCC).300,000 new cases of OSCC were repo... Head and neck squamous cell carcinoma is the sixth most common tumor worldwide,and half of head and neck squamous cell carcinoma patients are with oral squamous cell carcinoma(OSCC).300,000 new cases of OSCC were reported annually.Even with multi-modality treatment,the prognosis of OSCC remains unsatisfactory.Thus,it is urgent to discover novel therapeutic targets for OSCC.Some microarray studies have revealed that Keratin 4(KRT4)is downregulated in OSCC,whereas its role in OSCC development remains unknown.The present study revealed that KRT4 suppressed OSCC progression by inducing cell apoptosis and inhibiting cell invasion.In addition,KRT4 over-expression inhibited autophagy by blocking the interaction of autophagy-related 4B cysteine peptidase(ATG4B)and microtubule-associated protein 1A/1B light chain 3(LC3)to regulate apoptosis and invasion of OSCC.In conclusion,KRT4 played an important role in OSCC development through regulating ATG4B-mediated autophagy and may be a novel therapeutic drug target of OSCC. 展开更多
关键词 Oral squamous cell carcinoma KRT4 Cancer-suppressive role ATG4B AUTOPHAGY
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STTAR: A Traffic- and Thermal-Aware Adaptive Routing for 3D Network-on-Chip Systems
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作者 juan fang Yunfei Mao +3 位作者 Min Cai Li’ang Zhao Huijie Chen Wei Xiang 《Computers, Materials & Continua》 SCIE EI 2022年第9期5531-5545,共15页
Since the three-dimensional Network on Chip(3D NoC)uses through-silicon via technology to connect the chips,each silicon layer is conducted through heterogeneous thermal,and 3D NoC system suffers from thermal problems... Since the three-dimensional Network on Chip(3D NoC)uses through-silicon via technology to connect the chips,each silicon layer is conducted through heterogeneous thermal,and 3D NoC system suffers from thermal problems.To alleviate the seriousness of the thermal problem,the distribution of data packets usually relies on traffic information or historical temperature information.However,thermal problems in 3D NoC cannot be solved only based on traffic or temperature information.Therefore,we propose a Score-Based Traffic-and Thermal-Aware Adaptive Routing(STTAR)that applies traffic load and temperature information to routing.First,the STTAR dynamically adjusts the input and output buffer lengths of each router with traffic load information to limit routing resources in overheated areas and control the rate of temperature rise.Second,STTAR adopts a scoring strategy based on temperature and the number of free slots in the buffer to avoid data packets being transmitted to high-temperature areas and congested areas and to improve the rationality of selecting routing output nodes.In our experiments,the proposed scoring Score-Based Traffic-and Thermal-Aware Adaptive Routing(STTAR)scheme can increase the throughput by about 14.98%to 47.90%and reduce the delay by about 10.80%to 35.36%compared with the previous works. 展开更多
关键词 Buffer allocation THERMAL 3D NoC routing algorithm
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A Prefetch-Adaptive Intelligent Cache Replacement Policy Based on Machine Learning 被引量:2
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作者 杨会静 方娟 +1 位作者 蔡旻 才智 《Journal of Computer Science & Technology》 SCIE EI CSCD 2023年第2期391-404,共14页
Hardware prefetching and replacement policies are two techniques to improve the performance of the memory subsystem.While prefetching hides memory latency and improves performance,interactions take place with the cach... Hardware prefetching and replacement policies are two techniques to improve the performance of the memory subsystem.While prefetching hides memory latency and improves performance,interactions take place with the cache replacement policies,thereby introducing performance variability in the application.To improve the accuracy of reuse of cache blocks in the presence of hardware prefetching,we propose Prefetch-Adaptive Intelligent Cache Replacement Policy(PAIC).PAIC is designed with separate predictors for prefetch and demand requests,and uses machine learning to optimize reuse prediction in the presence of prefetching.By distinguishing reuse predictions for prefetch and demand requests,PAIC can better combine the performance benefits from prefetching and replacement policies.We evaluate PAIC on a set of 27 memory-intensive programs from the SPEC 2006 and SPEC 2017.Under single-core configuration,PAIC improves performance over Least Recently Used(LRU)replacement policy by 37.22%,compared with improvements of 32.93%for Signature-based Hit Predictor(SHiP),34.56%for Hawkeye,and 34.43%for Glider.Under the four-core configuration,PAIC improves performance over LRU by 20.99%,versus 13.23%for SHiP,17.89%for Hawkeye and 15.50%for Glider. 展开更多
关键词 hardware prefetching machine learning Prefetch-Adaptive Intelligent Cache Replacement Policy(PAIC) replacement policy
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A perceptual and predictive batch-processing memory scheduling strategy for a CPU-GPU heterogeneous system
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作者 juan fang Sheng LIN +2 位作者 Huijing YANG Yixiang XU Xing SU 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2023年第7期994-1006,共13页
When multiple central processing unit(CPU)cores and integrated graphics processing units(GPUs)share off-chip main memory,CPU and GPU applications compete for the critical memory resource.This causes serious resource c... When multiple central processing unit(CPU)cores and integrated graphics processing units(GPUs)share off-chip main memory,CPU and GPU applications compete for the critical memory resource.This causes serious resource competition and has a negative impact on the overall performance of the system.We describe the competition for shared-memory resources in a CPU-GPU heterogeneous multi-core architecture,and a sharedmemory request scheduling strategy based on perceptual and predictive batch-processing is proposed.By sensing the CPU and GPU memory request conditions in the request buffer,the proposed scheduling strategy estimates the GPU latency tolerance and reduces mutual interference between CPU and GPU by processing CPU or GPU memory requests in batches.According to the simulation results,the scheduling strategy improves CPU performance by8.53%and reduces mutual interference by 10.38%with low hardware complexity. 展开更多
关键词 CPU-GPU heterogeneous MULTI-CORE Unified memory Access scheduling
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Review of Chinese atmospheric science research over the past 70 years: Synoptic meteorology 被引量:9
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作者 Zhiyong MENG Fuqing ZHANG +18 位作者 Dehai LUO Zhemin TAN juan fang Jianhua SUN Xueshun SHEN Yunji ZHANG Shuguang WANG Wei HAN Kun ZHAO Lei ZHU Yongyun HU Huiwen XUE Yaping MA Lijuan ZHANG Ji NIE Ruilin ZHOU Sa LI Hongjun LIU Yuning ZHU 《Science China Earth Sciences》 SCIE EI CAS CSCD 2019年第12期1946-1991,共46页
Synoptic meteorology is a branch of meteorology that uses synoptic weather observations and charts for the diagnosis,study,and forecasting of weather.Weather refers to the specific state of the atmosphere near the Ea... Synoptic meteorology is a branch of meteorology that uses synoptic weather observations and charts for the diagnosis,study,and forecasting of weather.Weather refers to the specific state of the atmosphere near the Earth’s surface during a short period of time.The spatial distribution of meteorological elements in the atmosphere can be represented by a variety of transient weather phenomena,which are caused by weather systems of different spatial and temporal scales.Weather is closely related to people’s life,and its development and evolution have always been the focus of atmospheric scientific research and operation.The development of synoptic meteorology is closely related to the development of observation systems,dynamical theories and numerical models.In China,observation networks have been built since the early 1950 s.Up to now,a comprehensive meteorological observation systembased on ground,air and space has been established.In particular,the development of a new generation of dense radar networks,the development of the Fengyun satellite series and the implementation of a series of large field experiments have brought our understanding of weather from large-scale environment to thermal dynamics,cloud microphysical structure and evolution characteristics of meso and micro-scale weather systems.The development of observation has also promoted the development of theory,numerical model and simulation.In the early days,China mainly used foreign numerical models.Lately,China has developed numerical model systems with independent intellectual property rights.Based on the results of high-resolution numerical simulations,in-depth understanding of the initiation and evolution mechanism and predictability of weather at different scales has been obtained.Synoptic meteorology has gradually changed from an initially independent development to a multidisciplinary approach,and the interaction between weather and the change of climate and environment has become a hot and frontier topic in atmospheric science.This paper reviews the important scientific and technological achievements made in China over the past 70 years in the fields of synoptic meteorology based on the literatures in China and abroad,from six aspects respectively including atmospheric dynamics,synoptic-scale weather,typhoon and tropical weather,severe convective weather,numerical weather prediction and data assimilation,weather and climate,atmospheric physics and atmospheric environment. 展开更多
关键词 ATMOSPHERIC SCIENCES SYNOPTIC METEOROLOGY WEATHER 70-year progresses
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Impact of LDB3 gene polymorphisms on clinical presentation and implantable cardioverter defibrillator(ICD) implantation in Chinese patients with idiopathic dilated cardiomyopathy 被引量:2
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作者 Dong-fei WANG Jia-lan LYU +9 位作者 juan fang Jian CHEN Wan-wan CHEN Jia-qi HUANG Shu-dong XIA Jian-mei JIN fang-hong DONG Hong-qiang CHENG Ying-ke XU Xiao-gang GUO 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2019年第9期766-775,共10页
Objective:Mutations in LIM domain binding 3(LDB3)gene cause idiopathic dilated cardiomyopathy(IDCM),a structural heart disease with a complicated genetic background.However,the association of polymorphisms in the LDB3... Objective:Mutations in LIM domain binding 3(LDB3)gene cause idiopathic dilated cardiomyopathy(IDCM),a structural heart disease with a complicated genetic background.However,the association of polymorphisms in the LDB3 gene with susceptibility to IDCM in Chinese populations remains unexplored as dose the impact on clinical presentation.Methods:We sequenced all exons and the adjacent part of introns of the LDB3 gene in 159 Chinese Han IDCM patients and 247 healthy controls.Then we detected the distribution of polymorphisms in the LDB3 gene in all participants and assessed their associations with risk of IDCM.Additionally,we conducted a stratified genotype–phenotype correlation analysis.Results:The A allele of rs4468255 was significantly associated with IDCM(P<0.01).The rs4468255,rs11812601,rs56165849,and rs3740346 were also associated with diastolic blood pressure(DBP)and left ventricular ejection fraction(LVEF)(P<0.05).Notably,a higher frequency of rs4468255 polymorphism was observed in implantable cardioverter defibrillator(ICD)recipients under a recessive model(P<0.01),whereas the significant association disappeared after adjusting for potential confounders.However,in the dominant model,notable correlations could only be observed after adjusting for multi parameters.Conclusions:The rs4468255 was significantly correlated with IDCM of Chinese Han population.A allele of rs4468255 is higher in IDCM patients with ICD implantation,suggesting the influence of genetic background in the generation of this response.In addition,rs11812601,rs56165849,and rs3740346 in LDB3 show association with brain natriuretic peptide,DBP,and LVEF levels in patients with IDCM but did not show any association with IDCM susceptibility. 展开更多
关键词 Idiopathic dilated cardiomyopathy Implantable cardioverter defibrillator(ICD) LIM domain binding 3(LDB3) POLYMORPHISM Han Chinese
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