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融合节点分析与边分析的复杂网络社区识别算法 被引量:1
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作者 邓琨 蒋庆丰 刘星妍 《电信科学》 2023年第4期87-100,共14页
针对边社区识别与节点型社区识别两类算法在识别社区过程中均存在相应缺陷,影响复杂网络社区识别质量的问题,提出融合节点分析与边分析的复杂网络社区识别(CDHNE)算法。该算法首先运用边在网络中较为稳定的特点,在算法执行初期通过边社... 针对边社区识别与节点型社区识别两类算法在识别社区过程中均存在相应缺陷,影响复杂网络社区识别质量的问题,提出融合节点分析与边分析的复杂网络社区识别(CDHNE)算法。该算法首先运用边在网络中较为稳定的特点,在算法执行初期通过边社区识别构建较为准确的社区结构;然后利用节点较为灵活的特点,在边社区形成后,对边社区的边缘进行精确识别,更准确地识别出复杂网络中的社区结构。在计算机生成网络实验中,当网络的社区结构逐渐变得模糊、重叠节点数量与重叠节点归属社区数量不断增加时,CDHNE算法的社区识别精度较传统算法平均提高10%,在重叠节点识别精度上较传统算法平均提高15%;在真实网络实验中,算法识别的社区结构紧密度较好,特别是面对拥有十几万个节点的大规模网络时,CDHNE算法高质量地完成了识别任务,EQ值达到0.412 1。实验结果表明,CDHNE算法在运行稳定性和处理大规模网络方面具有优势。 展开更多
关键词 复杂网络 社区识别 边社区 节点分析 边分析
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Pathological images for personal medicine in Hepatocellular carcinoma:Cross-talk of gene sequencing and pathological images 被引量:1
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作者 LI YANG kun deng +3 位作者 ZHIQIANG MOU PINGFU XIONG JIAN WEN JING LI 《Oncology Research》 SCIE 2022年第5期243-258,共16页
Background:Considering the great heterogeneity of Hepatocellular carcinoma(HCC),more accurate prognostic models are urgently needed.This paper combined the advantages of genomics and pathomics to construct a prognosti... Background:Considering the great heterogeneity of Hepatocellular carcinoma(HCC),more accurate prognostic models are urgently needed.This paper combined the advantages of genomics and pathomics to construct a prognostic model.Methods:First,we collected data from hepatocellular carcinoma patients with complete mRNA expression profiles and clinical annotations from the TCGA database.Then,based on immune-related genes,we used random forest plots to screen prognosis-related genes and build prognostic models.Bioinformatics was used to identify biological pathways,evaluate the tumor microenvironment,and perform drug susceptibility testing.Finally,we divided the patients into different subgroups according to the gene model algorithm.Pathological models were constructed by obtaining HE-stained sections from TCGA in corresponding subgroups of patients.Results:In this study,we constructed a stable prognostic model that could predict overall survival in HCC patients.The signature consisted of six immune-related genes(BX537318.1,TMEM147,CSPG4P12,AC015908.3,CEBPZOS,and SRD5A3).We found increased levels of infiltration of immune cells in the tumor microenvironment in patients with low risk scores,indicating significant antitumor immunity and corresponding to better clinical outcomes.We then screened nine drugs that were more sensitive in the low-risk group than in the high-risk group.Finally,we addressed the complex cellular changes and phenotypic heterogeneity in the HCC microenvironment by combining genomics and pathomics analysis methods.Conclusion:Our study showed that the prognostic evaluation model of HCC based on the immune signaling pathway is feasible and provided a reference value for potential immunotherapy for HCC. 展开更多
关键词 Hepatocellular carcinoma tumor environment individualized medicine predictive model pathological model
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Study on the Activation Effect of Fermented Organic Fertilizers on Selenium in the Soil of Southern Dragon Fruit Orchards 被引量:1
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作者 Boqian CHEN Liping PAN +3 位作者 Ying XING Jinping CHEN kun deng Yongxian LIU 《Agricultural Biotechnology》 CAS 2021年第5期83-85,共3页
[Objectives]This study was conducted to explore the effects of using fermented organic fertilizers such as cow manure on the activity of selenium in the soil.[Methods]The project team applied the organic fertilizer pr... [Objectives]This study was conducted to explore the effects of using fermented organic fertilizers such as cow manure on the activity of selenium in the soil.[Methods]The project team applied the organic fertilizer prepared by fermenting cow manure and other raw materials to activate selenium in the soil at two dragon fruit orchard bases in Shilong Town,Guiping City and Dingdang Town,Long an County,and carried out many years of experiments.[Results]The contents of available selenium in the two experimental orchards in Shilong Town and Dingdang Town increased by 10%and 5%,respectively,and the selenium contents in dragon fruit increased by 228.6%and 200.0%,respectively.[Conclusions]The application of fermented organic fertilizers such as cow manure can increase available selenium content in the soil,thereby increasing the selenium content of dragon fruit. 展开更多
关键词 Cow manure Organic fertilizer SOIL SELENIUM Activating agent
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The short-term efficacy of icotinib on the treatment of advanced non-small-cell lung cancer
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作者 Jianing Jiang Cong Liu +6 位作者 kun deng Jinbo Zhao Man Li Jinghua Sun Li Li Liying Ban Xiuhua Sun 《The Chinese-German Journal of Clinical Oncology》 CAS 2014年第1期1-5,共5页
Objective: The aim of the study was, (1) to observe the short-term efficacy and adverse reactions of icotinib hydrochloride on the treatment of advanced non-small cell lung cancer (NSCLC); (2) to explore whethe... Objective: The aim of the study was, (1) to observe the short-term efficacy and adverse reactions of icotinib hydrochloride on the treatment of advanced non-small cell lung cancer (NSCLC); (2) to explore whether there is difference in the efficacy of icotinib hydrochloride among the subgroups of sex, age, smoking history, classification of CEA, histological type, multi-line treatment and PS score. Methods: The study was conducted to collect 138 patients taking icotinib hydrochloride with advanced non-small cell lung cancer in hospitals of Dalian (China) from September 1st 2011 to June 14th 2012. All patients had taken icotinib hydrochloride (125 mg three times a day) until the disease was progressed or the adverse reactions could not be tolerated. During the period of taking it, other anti-tumor treatments were forbidden. We observed the symptoms, such as cough, short breath, hemoptysis, pain. The objective efficacy was evaluated by RECIST criteria, and the adverse reactions related to the treatment was assessed on the basis of NCl-CTC 3.0. Results: Of all patients, CR was 1 (0.7%), PR was 59 (42.8%), SD was 37 (26.8%), PD was 41 (29.7%). And ORR was 43.5% (60/138), DCR 70.3% (97/138). The DCR of females was 83.5% (71/85) versus 49.1% (26/53) of males. The difference of ORR and DCR between the two subgroups had statistical significance (X2 = 8.065, P = 0.05; X2 = 18.577, P = 0.000). The difference of ORR and DCR between the subgroups of patients after or before 70 years old had no statistical significance. The difference of ORR and DCR between the subgroups of smoking and non-smoking had statistical significance (X2 = 8.492; X2 = 13.602). The difference of ORR and DCR between the CEA subgroups had statistical significance (X2 = 14.141; X2 = 14.160), showed 81 patients with abnormal CEA before the treatment with ORR 56.8.0% (46/81), DCR 81.5% (66/81); 57 patients of normal CEA before the treatment with ORR 24.6% (14/57), DCR 52.6% (30/57). The 36 patients (26.1%) using icotinib hydrochloride as the first-line treatment, 78 patients (56.5%) using icotinib hydrochloride as the second-line, 20 patients (14.5%) using icotinib hydrochloride as the third-line, and 4 patients (2.9%) with tyrosine kinase inhibitor (TKI) resistance, there was statistical difference of DCR among the multi-groups above (~2 = 11.734, P = 0.008). ORR was 31.1% (14/45) versus DCR 53.3% (24/45) in 45 patients with PS 3-4 points, and ORR was 49.4% (46/93) versus DCR 78.5% (73/93) in 93 patients with PS 0-2 points, and there was statistical difference (X2 = 4.156; X2 = 9.149). The main adverse reactions were rash (26.8%), diarrhea (13.8%), mild liver function abnormal (10.9%). Conclusion: The short-term efficacy of icotinib hydrochloride on the treatment of advanced NSCLC is positive, and the relevant adverse reactions are mild. The efficacy is better when the patient is female, non-smoker, treated as first-line, with higher CEA before treatment and lower PS scores. 展开更多
关键词 non-small-cell lung cancer (NSCLC) icotinib hydrochloride EFFICACY
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Effects of electroacupuncture of acupoints of the neiguan and ximen on ischemic myocardium energy metabolism with acute myocardial ischemia rats
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作者 Jing Zhou Li Ding +6 位作者 kun deng Yan Zhang Guang-Bing Li Tao Zhu Qiao Zhou kun Wang Chen Zhang 《Journal of Hainan Medical University》 2021年第15期6-10,共5页
Objective:To observe the effect of Electroacupuncture of Acupoints of the Neiguan(PC6)and Ximen(PC4)on its myocardial energy metabolism with acute myocardial ischemia rats caused by coronary artery ligation.Methods:Fo... Objective:To observe the effect of Electroacupuncture of Acupoints of the Neiguan(PC6)and Ximen(PC4)on its myocardial energy metabolism with acute myocardial ischemia rats caused by coronary artery ligation.Methods:Forty standard Spargue-Dawely(SD)rats were divided into four groups randomly,namely,group of Neiguan,group of Ximen,model group,sham group.The group of rats of myocardial ischemia were induced by coronary ligation,and the model rat of acute myocardial ischemia was prepared.The sham group had no ligation of the needle.After anesthesia was awakened,acupuncture was applied bilateral at Neiguan and Ximen of the group of Neiguan and Ximen,once a day at a fixed time for 14 days.The rats of model group and the sham group were not given acupunctured,but use the samely methods of Neiguan and Ximen groups to grap the rats at the same time everyday.After 14 days the experiment was over,observed the pathological changes of myocardial tissue by HE staining,detected the levels of free fatty acid(FFA),adenosine triphosphate(ATP)content,and the activities of Na^(+)-K^(+)-ATPase according to the reagents´demand.Results:Pathological results showed that acupuncuted at Neiguan and Ximen could improve the ischemic cardiomyocyte injury.Compared with the sham group,the levels of FFA in model group were increased(p<0.01),the levels of ATP,the activities of Na^(+)-K^(+)-ATPase were all decreased(p<0.01);Compared with the model group,the levels of FFA were decreased(p<0.05,p<0.01),the levels of ATP,the activities of Na^(+)-K^(+)-ATPase were improved.Conclusion:Acupuncturing at the Pericardium Meridian can alleviate the cell injury by myocardial ischemia,and also can improve the myocardial energetic metabolism in acute myocardial ischemia. 展开更多
关键词 ACUPUNCTURE Acute myocardial ischemia Myocardial energy metabolism
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Research on UAV Campus Patrol Monitoring System Based on Deep Learning
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作者 Jun Mao kun deng Jun Yang 《Journal of Contemporary Educational Research》 2020年第7期12-15,共4页
With the sweeping of the age of science and technology,science and technology has developed rapidly in China.As a common monitoring system,drone technology has attracted more attention.Nowadays,with the continuous imp... With the sweeping of the age of science and technology,science and technology has developed rapidly in China.As a common monitoring system,drone technology has attracted more attention.Nowadays,with the continuous improvement of drone technology,campuses have also begun to introduce drone technology for patrol monitoring to ensure students’safety. 展开更多
关键词 UAV Security monitoring system Safe campus
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Leucine-rich repeats containing 4 protein(LRRC4)in memory,psychoneurosis,and glioblastoma
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作者 kun deng Minghua Wu 《Chinese Medical Journal》 SCIE CAS CSCD 2023年第1期4-12,共9页
Leucine-rich repeats containing 4(LRRC4,also named netrin-G ligand 2[NGL-2])is a member of the NetrinGs ligands(NGLs)family.As a gene with relatively high and specific expression in brain,it is a member of the leucine... Leucine-rich repeats containing 4(LRRC4,also named netrin-G ligand 2[NGL-2])is a member of the NetrinGs ligands(NGLs)family.As a gene with relatively high and specific expression in brain,it is a member of the leucine-rich repeat superfamily and has been proven to be a suppressor gene for gliomas,thus being involved in gliomagenesis.LRRC4 is the core of microRNA-dependent multi-phase regulatory loops that inhibit the proliferation and invasion of glioblastoma(GB)cells,including LRRC4/NGL2-activator protein 2(AP2)-microRNA(miR)182-LRRC4 and LRRC4-miR185-DNA methyltransferase 1(DNMT1)-LRRC4/specific protein 1(SP1)-DNMT1-LRRC4.In this review,we demonstrated LRRC4 as a new member of the partitioning-defective protein(PAR)polarity complex that promotes axon differentiation,mediates the formation and plasticity of synapses,and assists information input to the hippocampus and storage of memory.As an important synapse regulator,aberrant expression of LRRC4 has been detected in autism,spinal injury and GBs.LRRC4 is a candidate susceptibility gene for autism and a neuro-protective factor in spinal nerve damage.In GBs,LRRC4 is a novel inhibitor of autophagy,and an inhibitor of protein–protein interactions involving in temozolomide resistance,tumor immune microenvironment,and formation of circular RNA. 展开更多
关键词 Netrin G Excitatory synapses Long-term potentiation AUTISM Multiple sclerosis GLIOBLASTOMA
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Detection and Initial Response to a Type 2 Vaccine-Derived Poliovirus—Sichuan Province,China,2019 被引量:4
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作者 Jiushun Zhou Ning Wen +26 位作者 Yong Zhang Qi Qi Chunxiang Fan Dongmei Yan Xiaoping Zhu Lixin Hao Shuangli Zhu Yu Liu Xiaozhen Ma Chao Ma Lei Nan Yong Chen Qianli Ma Cheng Wang kun deng Lei Cao Ge Shao Xianxiang Ding Hong Yang Zhijie An Lance ERodewald Aiqiang Xu Huaqing Wang Zijian Feng Zundong Yin Xianping Wu Wenbo Xu 《China CDC weekly》 2020年第11期172-175,共4页
What is already known about this topic?After the type 2 strain of the live,attenuated poliovirus vaccine was withdrawn globally in 2016,any identification of a type 2 poliovirus is a Public Health Emergency of Interna... What is already known about this topic?After the type 2 strain of the live,attenuated poliovirus vaccine was withdrawn globally in 2016,any identification of a type 2 poliovirus is a Public Health Emergency of International Concern.A vaccinederived type 2 poliovirus(VDPV2)was identified in Sichuan,prompting an urgent,comprehensive investigation and response.What is added by this report?Type 2 monovalent,live,attenuated oral poliovirus vaccine(mOPV2)is being used to respond to the numerous VDPV2 outbreaks seen around the world.In contrast,the response in Sichuan used Sabin strain inactivated poliovirus(sIPV)to stop circulation of the VDPV2.In the 6 months following the vaccination response,there have been no VDPV2s detected in Sichuan,despite extensive search.What are the implications for public health practices?Further search for the VDPV2 must continue in order to determine whether transmission has been stopped.The ongoing investigation and response to the Sichuan VDPV2 is providing evidence to the Global Polio Eradication Initiative on managing VDPV2 outbreaks. 展开更多
关键词 PROMPT globally TYPE
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