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Bidirectional Mendelian randomization and mediation analysis of million-scale data reveal causal relationships between thyroid-related phenotypes,smoking,and lung cancer
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作者 Xiang Wang Xuan Wang +15 位作者 Mengsheng Zhao Lijuan Lin Yi Li Ning Xie Yanru Wang Aoxuan Wang Xiaowen Xu Can Ju Qiuyuan Chen Jiajin Chen Ruili Hou Zhongwen Zhang David C.Christiani Feng Chen Yongyue Wei Ruyang Zhang 《Journal of Biomedical Research》 2025年第5期441-451,I0001-I0023,共34页
Emerging evidence highlights the role of thyroid hormones in cancer,although findings are controversial.Research on thyroid-related traits in lung carcinogenesis is limited.Using UK Biobank data,we performed bidirecti... Emerging evidence highlights the role of thyroid hormones in cancer,although findings are controversial.Research on thyroid-related traits in lung carcinogenesis is limited.Using UK Biobank data,we performed bidirectional Mendelian randomization(MR)to assess causal associations between lung cancer risk and thyroid dysfunction(hypothyroidism and hyperthyroidism)or functional traits(free thyroxine[FT4]and normal-range thyroid-stimulating hormone[TSH]).Furthermore,in the smoking-behavior-stratified MR analysis,we evaluated the mediating effect of thyroid-related phenotypes on the association between smoking behaviors and lung cancer.We demonstrated significant associations between lung cancer risk and hypothyroidism(hazard ratio[HR]=1.14,95%confidence interval[CI]=1.03–1.26,P=0.009)and hyperthyroidism(HR=1.55,95%CI=1.29–1.87,P=1.90×10^(-6))in the UKB.Moreover,the MR analysis indicated a causal effect of thyroid dysfunction on lung cancer risk(ORinverse variance weighted[IVW]=1.09,95%CI=1.05–1.13,P=3.12×10^(-6)for hypothyroidism;ORIVW=1.08,95%CI=1.04–1.12,P=8.14×10^(-5)for hyperthyroidism).We found that FT4 levels were protective against lung cancer risk(ORIVW=0.93,95%CI=0.87–0.99,P=0.030).Additionally,the stratified MR analysis demonstrated distinct causal effects of thyroid dysfunction on lung cancer risk among smokers.Hyperthyroidism mediated the effect of smoking behaviors,especially the age of smoking initiation(17.66%mediated),on lung cancer risk.Thus,thyroid dysfunction phenotypes play causal roles in lung cancer development exclusively among smokers and act as mediators in the causal pathway from smoking to lung cancer. 展开更多
关键词 HYPOTHYROIDISM HYPERTHYROIDISM lung neoplasms SMOKING CAUSALITY Mendelian randomization analysis
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Mendelian randomization analysis of causal relationship between cheese intake and diabetic retinopathy
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作者 Cheng-Ye Tang Dong-Yong Tang +2 位作者 Ying-Qin Yang Yu-Bing Liang Hao Liang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2024年第10期1905-1910,共6页
AIM:To assess whether there is a possible causal link between the intake of cheese and the risk of diabetic retinopathy(DR)utilizing a two-sample Mendelian randomization(MR)analysis.METHODS:The research data were obta... AIM:To assess whether there is a possible causal link between the intake of cheese and the risk of diabetic retinopathy(DR)utilizing a two-sample Mendelian randomization(MR)analysis.METHODS:The research data were obtained from summary statistics of genome-wide association studies(GWAS).Genetic loci closely related to cheese intake were extracted as instrumental variables(IVs),and DR was the outcome variable.The data were extracted from individuals of European ethnicity.The data of cheese intake consisted of 451486 samples with 9851867 single nucleotide polymorphisms(SNPs),while the DR data consisted of 206234 samples with 16380446 SNPs.Sixty-one genetic loci closely related to cheese intake were selected as IVs.MR analysis was performed by inverse-variance weighted(IVW)method and MR-Egger regression respectively.The causal relationship between cheese intake and DR was evaluated using odds ratios(ORs)and 95%confidence intervals(CIs).Egger-intercept test was used to test horizontal pleiotropy and sensitivity analysis was performed by leave-one-out test.RESULTS:The P value of the IVW method was less than 0.05,indicating a significant negative correlation between cheese intake and DR.MR-Egger regression showed that the intercept was 0.01 with a standard error of 0.022,and a P-value of 0.634,indicating no evidence of horizontal pleiotropy affecting the IVs related to the exposure factors.Besides,heterogeneity tests confirmed the absence of heterogeneity,and the“leave-one-out”sensitivity analysis demonstrated that the results were stable.CONCLUSION:Cheese intake is causally negatively correlated with the occurrence of DR,and cheese intake could reduce the risk of DR. 展开更多
关键词 cheese intake diabetic retinopathy Mendelian randomization analysis
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Causal relationship between multiple types of food intake and myopia:a Mendelian randomization study
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作者 Sha-Sha Zhang Jiao-Jiao Liang +4 位作者 Yun Feng Xia Hong Yi-Jia Zhao Ling Chen Ping Lin 《International Journal of Ophthalmology(English edition)》 2025年第9期1718-1729,共12页
AIM:To investigate the causal relationship between dietary intake and myopia using Mendelian randomization(MR)analysis.METHODS:Genome-wide association study(GWAS)data from the IEU Open GWAS database were utilized to e... AIM:To investigate the causal relationship between dietary intake and myopia using Mendelian randomization(MR)analysis.METHODS:Genome-wide association study(GWAS)data from the IEU Open GWAS database were utilized to examine associations between myopia and various dietary factors.MR analysis,incorporating both univariable and multivariable approaches,assessed the impact of food intake on myopia risk through five analytical methods,with inverse variance weighted(IVW)serving as the primary reference.Sensitivity analyses,including heterogeneity assessment,horizontal pleiotropy evaluation,and leave-oneout analysis,were conducted to validate the MR findings.RESULTS:Univariable MR analysis identified a causal link between food intake and myopia.Consumption of breaded fish,canned soup,sweet biscuits,and certain fruits correlated with a lower risk of myopia,whereas intake of low-calorie hot chocolate and cereal was associated with an increased risk.Multivariable MR analysis further confirmed that breaded fish consumption exerted a direct protective effect against myopia,particularly when consumed alongside other dietary components.These findings highlight the intricate interplay between specific dietary factors and myopia development,offering valuable insights for further research.CONCLUSION:MR analysis provides evidence supporting a potential causal relationship between breaded fish intake and myopia,underscoring its relevance in targeted myopia prevention strategies. 展开更多
关键词 MYOPIA genome-wide association study food intakes univariable Mendelian randomization analysis multivariable Mendelian randomization analysis
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THE RANDOM ANALYSIS OF APRON SLAB MISSING STABILITY UNDER WATER JET LASHING
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作者 Cul Li Zhang Ting-fang +1 位作者 Li Jian-chu Zhong Bing(Dept. of Civil Engrg., DUT, Dalian 116024, P. R. China) 《Journal of Hydrodynamics》 SCIE EI CSCD 1996年第2期77-84,共8页
The jet flow with high water head happens very often in hydraulic engineering. In this paper, starting from the viewpoint of random hydraulics, the experimental research work on the problem of percussion action of the... The jet flow with high water head happens very often in hydraulic engineering. In this paper, starting from the viewpoint of random hydraulics, the experimental research work on the problem of percussion action of the jet flow related to the apron slab.Stochastic theory and random time series are employed to analyse the sample function x(t) ,its x(t) and x(t) and their corelations μ on M. The working process of the apron during the variation of flow discharge has been observed and the machanism of failure of apron slab is discussed. The lift force due to the action of jet flow is analysed and the conditions of improving the safety factors of apron slab are presented. 展开更多
关键词 random analysis apron slab STABILITY JET
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Random Time Dependent Resistance Analysis on Reinforced Concrete Structures
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作者 管昌生 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2002年第4期58-60,共3页
The analysis method on random time dependence of reinforced concrete material is introduced,the effect mechanism on reinforced concrete are discussed,and the random time dependence resistance of reinforced concrete is... The analysis method on random time dependence of reinforced concrete material is introduced,the effect mechanism on reinforced concrete are discussed,and the random time dependence resistance of reinforced concrete is studied.Furthermore,the corrosion of steel bar in reinforced concrete structures is analyzed.A practical statistical method of evaluating the random time dependent resistance,which includes material,structural size and calculation influence,is also established.In addition,an example of predicting random time dependent resistance of reinforced concrete structural element is given. 展开更多
关键词 random analysis time dependent resistance reinforced concrete
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Feature Fusion Multi-View Hashing Based on Random Kernel Canonical Correlation Analysis 被引量:2
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作者 Junshan Tan Rong Duan +2 位作者 Jiaohua Qin Xuyu Xiang Yun Tan 《Computers, Materials & Continua》 SCIE EI 2020年第5期675-689,共15页
Hashing technology has the advantages of reducing data storage and improving the efficiency of the learning system,making it more and more widely used in image retrieval.Multi-view data describes image information mor... Hashing technology has the advantages of reducing data storage and improving the efficiency of the learning system,making it more and more widely used in image retrieval.Multi-view data describes image information more comprehensively than traditional methods using a single-view.How to use hashing to combine multi-view data for image retrieval is still a challenge.In this paper,a multi-view fusion hashing method based on RKCCA(Random Kernel Canonical Correlation Analysis)is proposed.In order to describe image content more accurately,we use deep learning dense convolutional network feature DenseNet to construct multi-view by combining GIST feature or BoW_SIFT(Bag-of-Words model+SIFT feature)feature.This algorithm uses RKCCA method to fuse multi-view features to construct association features and apply them to image retrieval.The algorithm generates binary hash code with minimal distortion error by designing quantization regularization terms.A large number of experiments on benchmark datasets show that this method is superior to other multi-view hashing methods. 展开更多
关键词 HASHING multi-view data random kernel canonical correlation analysis feature fusion deep learning
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Diabetes mellitus and prostate cancer risk:A mendelian randomization analysis 被引量:1
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作者 Jian-Xu Yuan Qing Jiang Sheng-Jie Yu 《World Journal of Diabetes》 SCIE 2023年第12期1839-1848,共10页
BACKGROUND Some studies have directed towards an association between diabetes mellitus(DM)and prostate cancer(PCa);however,this specific relationship remains inconclusive.In recent years,Mendelian randomization(MR)has... BACKGROUND Some studies have directed towards an association between diabetes mellitus(DM)and prostate cancer(PCa);however,this specific relationship remains inconclusive.In recent years,Mendelian randomization(MR)has become a widely used analytical method for inferring epidemiological causes.AIM To investigated the potential relationship between DM and PCa using MR.METHODS We downloaded relevant data on"diabetes"and"PCa"from the IEU OpenGWAS project database,performed three different methods to conduct MR,and carried out sensitivity analysis for verification.RESULTS The results indicated that DM was an independent risk factor for PCa.The odds ratio(OR)values obtained using the inverse variance weighted method in this study were as follows:OR=1.018(95%confidence interval:1.004-1.032),P=0.014.CONCLUSION We found that DM could increase the incidence rate of PCa. 展开更多
关键词 Prostate cancer Diabetes mellitus Mendelian randomization analysis Risk factors Genome-wide association study
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Modifiable factors mediating the effects of educational attainment on gestational diabetes mellitus: A two-step Mendelian randomization study
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作者 Ming-Yue Ma Ya-Song Zhao 《World Journal of Clinical Cases》 SCIE 2024年第26期5937-5945,共9页
BACKGROUND Although there is currently a wealth of evidence to indicate that maternal educational attainment is associated with gestational diabetes mellitus(GDM),the specific modifiable risk factors that mediate the ... BACKGROUND Although there is currently a wealth of evidence to indicate that maternal educational attainment is associated with gestational diabetes mellitus(GDM),the specific modifiable risk factors that mediate the causal relationship between these two variables have yet to be identified.AIM To identify the specific modifiable risk factors that mediate the causal relationship between the level of maternal education and GDM.METHODS Mendelian randomization(MR)was conducted using data from genome-wide association studies of European populations.We initially performed a two-sample MR analysis using data on genetic variants associated with the duration of education as instruments,and subsequently adopted a two-step MR approach using metabolic and lifestyle factors as mediators to examine the mechanisms underlying the relationship between the level of maternal education and risk of developing GDM.In addition,we calculated the proportions of total causal effects mediated by identified metabolic and lifestyle factors.RESULTS A genetically predicted higher educational attainment was found to be associated with a lower risk of developing GDM(OR:0.71,95%CI:0.60-0.84).Among the metabolic factors assessed,four emerged as potential mediators of the education-GDM association,which,ranked by mediated proportions,were as follows:Waist-to-hip-ratio(31.56%,95%CI:12.38%-50.70%),body mass index(19.20%,95%CI:12.03%-26.42%),high-density lipoprotein cholesterol(12.81%,95%CI:8.65%-17.05%),and apolipoprotein A-1(7.70%,95%CI:4.32%-11.05%).These findings proved to be robust to sensitivity analyses.CONCLUSION Our findings indicate a causal relationship between lower levels of maternal education and the risk of developing GDM can be partly explained by adverse metabolic profiles. 展开更多
关键词 Educational status Gestational diabetes mellitus METABOLISM Lifestyle factors Mendelian randomization analysis
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Causal relationship between feelings and cognitive decline:An univariable and multivariable Mendelian randomization study
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作者 Juan Liu Lin Liu +4 位作者 Yi-Xin Hu Jian-Hua Li Xiao Zou Hao-Yun Zhang Li Fan 《World Journal of Psychiatry》 SCIE 2024年第3期421-433,共13页
BACKGROUND While the impact of depression on cognition is well-documented,the relationship between feelings and cognition has received limited attention.AIM To explore the potential association between feelings and co... BACKGROUND While the impact of depression on cognition is well-documented,the relationship between feelings and cognition has received limited attention.AIM To explore the potential association between feelings and cognition with a twosample Mendelian randomization(MR)analysis.METHODS Our analysis utilized genome-wide association data on various feelings(fed-up feelings,n=453071;worrier/anxious feelings,n=450765;guilty feelings,n=45-0704;nervous feelings,n=450700;sensitivity/hurt feelings,n=449419;miserableness,n=454982;loneliness/isolation,n=455364;happiness,n=152348)in the European population and their impact on cognitive functions(intelligence,n=269867).Conducting a univariable MR(UVMR)analysis to assess the relationship between feelings and cognition.In this analysis,we applied the inverse variance weighting(IVW),weighted median,and MR Egger methods.Additionally,we performed sensitivity analysis(leave-one-out analysis),assessed heterogeneity(using MR-PRESSO and Cochran’s Q test),and conducted multiple validity test(employing MR-Egger regression).Subsequently,a multivariable MR(MVMR)analysis was employed to examine the impact of feelings on cognition.IVW served as the primary method in the multivariable analysis,complemented by median-based and MR-Egger methods.RESULTS In this study,UVMR indicated that sensitivity/hurt feelings may have a negative causal effect on cognition(OR=0.63,95%CI:0.43-0.92,P=0.017).After adjustment of other feelings using MVMR,a direct adverse causal effect on cognition was observed(OR_(MVMR)=0.39,95%CI:0.17-0.90,P_(MVMR)=0.027).While a potential increased risk of cognitive decline was observed for fed-up feelings in the UVMR analysis(ORUVMR=0.64,95%CI:0.42-0.97,PUVMR=0.037),this effect disappeared after adjusting for other feelings(OR_(MVMR)=1.42,95%CI:0.43-4.74,P_(MVMR)=0.569).These findings were generally consistent across MV-IVW,median-based,and MR-Egger analyses.MR-Egger regression revealed pleiotropy in the impact of worrier/anxious feelings on cognition,presenting a challenge in identifying the effect.Notably,this study did not demonstrate any significant impact of guilty feelings,nervous feelings,miserableness,or loneliness/isolation on cognition.Due to a limited number of instrumental variables for happiness,this study was unable to analyze the relationship between happiness and cognition.CONCLUSION This MR study finds that sensitivity/hurt feelings are associated with cognitive decline,while the link between worrier/anxious feelings and cognition remains inconclusive.Insufficient evidence supports direct associations between happiness,guilty feelings,nervous feelings,miserableness,loneliness/isolation,and cognition. 展开更多
关键词 Mendelian randomization analysis FEELINGS COGNITION INTELLIGENCE
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Integrating plasma proteomics and genome-wide association data to identify therapeutic targets for retinal neurodegenerative diseases in Europeans
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作者 Yu-Jin Guo Zhi-Qing Chen Jing Zhao 《International Journal of Ophthalmology(English edition)》 2025年第11期2170-2182,共13页
AIM:To employ proteome-wide Mendelian randomization(MR)to explore novel protein and drug targets for retinal neurodegenerative diseases(RND)in individuals of European ancestry.METHODS:This study used summary data-base... AIM:To employ proteome-wide Mendelian randomization(MR)to explore novel protein and drug targets for retinal neurodegenerative diseases(RND)in individuals of European ancestry.METHODS:This study used summary data-based MR to analyze the correlation between plasma protein levels and three RND,with protein data derived from two independent large-scale proteomics datasets.Potential drug targets were identified using Bayesian colocalization,followed by MR analysis,sensitivity testing,and external validation.Drug prediction and molecular docking were conducted to evaluate the druggability of the target proteins.RESULTS:The study identified six promising protein targets,each successfully replicated at least twice.The results included three proteins related to diabetic retinopathy(ICAM1,GCKR,WARS),two proteins related to age-related macular degeneration(WARS,BRD2),and two proteins related to glaucoma(SVEP1,NPTXR).Additionally,drug prediction and molecular docking indicated that five drugs(fenofibrate,trofinetide,ticagrelor,lifitegrast,acetaminophen)effectively bound to the target proteins.CONCLUSION:This study identified six potential protein targets for RND and five existing drugs with therapeutic potential.By integrating plasma proteomics with genetic data,it provides a cost-effective framework for drug discovery. 展开更多
关键词 retinal diseases Mendelian randomization analysis PROTEOMICS drug discovery
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Unveiling the causal link between herpes virus infection and cutaneous leukocytoclastic angiitis:Insights from Mendelian randomization analysis
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作者 Heyi Zhang Jinglei Xie +8 位作者 Yifei Wang Ruolan Li Ying Mao Luyao Song Zhenyang Yuan Qinyi Su Yuehong Huo Xiaofeng Li Shengxiao Zhang 《Rheumatology & Autoimmunity》 2025年第1期50-57,共8页
Background:Cutaneous leukocytoclastic angiitis(CLA)is a clinically rele-vant condition,with previous studies suggesting an association with herpes virus infections.However,the causality of this association remains unc... Background:Cutaneous leukocytoclastic angiitis(CLA)is a clinically rele-vant condition,with previous studies suggesting an association with herpes virus infections.However,the causality of this association remains unclear.This study aimed to investigate the causal relationship between herpes viruses and CLA.Methods:Genetic variants linked to the herpes virus were retrieved from the Integrative Epidemiology Unit at the University of Bristol open genome-wide association studies project and FinnGen database.Data on CLA,involving 262 CLA cases and 207,482 healthy controls,were obtained from the FinnGen consortium R7.Mendelian randomization(MR)analysis,including the inverse variance weighted(IVW),MR-Egger,and weighted median methods,was performed.Sensitivity analyzes were conducted to ensure the accuracy of the results.Results:Of the 15 herpes viruses investigated,only human herpes virus 6(HHV-6)demonstrated a causal association with CLA(odds ratio:1.886,95%confidence interval:1.053–3.378,p=0.033),indicating that HHV-6 infection significantly increases the risk of CLA.Furthermore,IVW and MR-Egger tests for heterogeneity confirmed homogeneous MR analysis results without evi-dence of horizontal pleiotropy(p>0.05).No significant causal relationship was observed for other herpes viruses,such as herpes simplex virus,varicella-zoster virus,cytomegalovirus,and Epstein-Barr virus.Conclusion:Our MR analyzes strongly support a causal relationship between HHV-6 and CLA,elucidating the etiology of this condition and highlighting the potential of HHV-6-targeted therapeutic interventions in CLA treatment.However,further research is necessary to expound the underlying mechanisms and explore potential therapeutic interventions targeting HHV-6-associated CLA. 展开更多
关键词 cutaneous leukocytoclastic angiitis HERPESVIRIDAE herpes virus 6 Mendelian randomization analysis
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Ecological Factors Influencing Morphology and Tropane Alkaloid Content in Anisodus tanguticus (Maxim.) Pascher
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作者 Chen Chen Fengqin Liu +4 位作者 Jianan Li Bo Wang Yuanming Xiao Tao Sun Guoying Zhou 《Phyton-International Journal of Experimental Botany》 2025年第3期973-986,共14页
Anisodus tanguticus (Maxim.) Pascher, a medicinal plant in the Solanaceae family, is widely distributed across the Qinghai-Tibet Plateau. Its medicinal properties, particularly the tropane alkaloids, are influenced by... Anisodus tanguticus (Maxim.) Pascher, a medicinal plant in the Solanaceae family, is widely distributed across the Qinghai-Tibet Plateau. Its medicinal properties, particularly the tropane alkaloids, are influenced by various ecological factors, but the underlying ecological mechanisms remain poorly understood. This study aimed to investigate how key environmental variables influence both the morphological traits and tropane alkaloid contents of A. tanguticus, with the goal of providing data to support the sustainable cultivation and management of this species. We collected samples from 71 sites across its natural habitat, analyzing the effects of factors such as soil nutrients, altitude, and climate variables on plant traits and alkaloid composition. Statistical methods including Pearson correlation analysis, multiple regression, random forest analysis, and structural equation modeling were used to identify key environmental drivers. Our results indicate that available phosphorus significantly affects aboveground traits, while Cu concentration is most influential for root development. Altitude and longitude were found to be the main determinants of biomass accumulation. Regarding alkaloid content, Mg concentration in the soil was closely linked to anisodine levels, while altitude and latitude were the primary factors influencing anisodamine and atropine content, respectively. These findings provide essential insights into the ecological factors that govern the growth and medicinal compound production in A. tanguticus. Our research not only contributes to understanding the plant’s ecological requirements but also offers practical guidelines for selecting optimal cultivation conditions to enhance both yield and alkaloid quality, supporting sustainable use and conservation of this valuable medicinal resource. 展开更多
关键词 A.tanguticus ecological factors morphological traits tropane alkaloids random forest analysis structural equation modeling
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Vibration analysis of large bulb tubular pump house under pressure pulsations 被引量:5
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作者 Xin WANG Tong-chun LI Lan-hao ZHAO 《Water Science and Engineering》 EI CAS 2009年第1期86-94,共9页
A 3D finite element model of the Huaiyin third pumping station of the Eastern Route of the South-to-North Water Transfer is described in this paper. Two methods were used in the calculation and vibration analysis of t... A 3D finite element model of the Huaiyin third pumping station of the Eastern Route of the South-to-North Water Transfer is described in this paper. Two methods were used in the calculation and vibration analysis of the pumping station in both the time domain and the frequency domain. The pressure pulsation field of the whole flow passage was structured on the basis of pressure pulsations recorded at some locations of the physical model test. Dynamic time-history analysis of the pump house under pressure pulsations was carried out. At the same time, according to spectrum characteristics of the pressure pulsations at measuring points and results of free vibration characteristics analysis of the pump house, the spectrum analysis method of random vibration was used to calculate dynamic responses of the pump house. Results from both methods are consistent, which indicates that they are both reasonable. The results can be used for reference in anti-vibration safety evaluation of the Huaiyin third pumping station. 展开更多
关键词 pump house pressure pulsation time-history analysis random vibration spectrum analysis
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Detection Performance Analysis of Spectrum Sensing in Cognitive Radio Networks with Mobile Secondary Users 被引量:2
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作者 Xinyu Wang Min Jia +2 位作者 Qing Guo Xuemai Gu Jian Yang 《China Communications》 SCIE CSCD 2016年第11期214-225,共12页
The majority of existing papers about spectrum sensing have the assumption that secondary users(SUs) are stationary. However,mobility is an essential feature of mobile communications networks. In this paper,the detect... The majority of existing papers about spectrum sensing have the assumption that secondary users(SUs) are stationary. However,mobility is an essential feature of mobile communications networks. In this paper,the detection performance of spectrum sensing by mobile SUs was analyzed. Three performance metrics,i.e.,detection probability,miss detection probability and false alarm probability,were thoroughly investigated. In our analysis,a critical variable was the real-time received primary user signal power by a mobile SU. Its probability distribution and mathematical expectation were analytically derived. Moreover,the three performance metrics in single-node spectrum sensing and multi-node collaborative spectrum sensing systems were also derived. Extensive simulations were performed. The results are consistent with the theoretical analysis. And it is concluded that SU mobility has a significant impact on the detection probability and the miss detection probability,but not on the false alarm probability. 展开更多
关键词 cognitive radio spectrum sensing MOBILITY random variable analysis probability density function
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Effect of Shoushen granule on arterial elasticity in patients with carotid atherosclerosis:a clinical randomized controlled trial 被引量:16
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作者 Shen Dingzhu Xing Sanli +2 位作者 Chen Chuan Shen Rui Lou Danfei 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2015年第4期389-395,共7页
OBJECTIVE: To investigate the effectiveness of Shoushen granule,Chinese herbal preparation,on carotid artery elasticity in patients with carotid atherosclerosis.METHODS: The total of 156 carotid atherosclerosis patien... OBJECTIVE: To investigate the effectiveness of Shoushen granule,Chinese herbal preparation,on carotid artery elasticity in patients with carotid atherosclerosis.METHODS: The total of 156 carotid atherosclerosis patients were randomly divided into the intervention group(83 cases,treated with Shoushen granule) and the control group(73 cases,treated with pravastatin). Brachial-ankle pulse wave velocity(ba PWV) and Ankle-Brachial Pressure Index(ABI)were measured by automated arteriosclerosis detector. The changes of common carotid artery intima-media thickness(IMT) and parameters of the carotid artery elasticity in patients,including stiffness parameter(β),pressure-strain elastic modulus(Ep),arterial compliance(Ac),augmentation index(AI),and pulse wave velocity β(PWVβ) were detected by Echo-Tracking(ET) technique before and after 24 week treatment. In the meantime,levels of blood lipid,and liver and renal function were measured respectively.RESULTS: After 24 weeks,ba PWV,IMT and parameters of the carotid artery elasticity(β,Ep,AI and PWVβ) were markedly decreased in intervention group compared with those of before treatment(P < 0.01),but the level of Ac was increased significantly(P < 0.01). And there were no significant differences compared with control group on the same period(P > 0.05).CONCLUSION: In this pilot study,it was demonstrated ET technology and automated arteriosclerosis detector could be used to evaluate carotid artery elasticity effectively,and the action of Shoushen granule on carotid atherosclerosis might be related to the regulation of carotid artery elasticity. 展开更多
关键词 Carotid artery diseases Elasticity Pulse wave analysis randomized controlled trial Echo-tracking technique Shoushen granule
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RAPD analysis of natural populations of Acanthopanax brachypus 被引量:7
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作者 YANHUAJUN SILANDAI 《Cell Research》 SCIE CAS CSCD 1997年第1期99-106,共8页
Random Amplified Polymorphic DNA (RAPD) analysis is a new technology of molecular marking which has proved very powerful in detecting genetic diversity at the level of population. The genomic DNAs used in our experime... Random Amplified Polymorphic DNA (RAPD) analysis is a new technology of molecular marking which has proved very powerful in detecting genetic diversity at the level of population. The genomic DNAs used in our experiment were extracted from fresh leaves taken from 59 individuals sampled from three natural populations in Yan An, Shanxi Province. Through more than 2,000 PCRs, deep-going RAPD analysis was carried out on DNA samples from 49 inviduals. The percentage of polymorphic RAPD loci found in these three populations were respectively 27.2 %, 18.6 % and 5.4 %; the average genetic distances within population, 0.055, 0.036 and 0.008; the average genetic distances between populations (Ⅰ-Ⅱ), (Ⅰ-Ⅲ) and (Ⅱ-Ⅲ), 0.105, 0.096 and 0.060. The genetic diversity of A. brachypus within and between populations was found, for the first time, to be rather poor,thus revealing innate factors as the cause contributing to its endangered status. In addition, our work also provides basic materials for elucidating the underlying cause of its endangerment and for its protection biology. 展开更多
关键词 Acanthopanax brachypus genetic diversity random amplified polymorphic DNA(RAPD) analysis
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Diversity Analysis in Selected Non-basmati Scented Rice Collection 被引量:1
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作者 Sarika MATHURE Narendra JAWALI Altafhusain NADAF 《Rice science》 SCIE 2010年第1期35-42,共8页
Diversity analysis among 23 rice varieties including 16 non-basmati scented accessions, 5 basmati accessions and 2 non-scented accessions was performed by random amplified polymorphic DNA (RAPD) and inter-simple seq... Diversity analysis among 23 rice varieties including 16 non-basmati scented accessions, 5 basmati accessions and 2 non-scented accessions was performed by random amplified polymorphic DNA (RAPD) and inter-simple sequence repeat (ISSR) marker systems. The varieties analyzed by 11 RAPD and 8 ISSR primers yielded an average of 65% and 80% polymorphism, respectively. The average number of polymorphic bands generated per RAPD primer was 6 and per ISSR primer was 5.87. RAPD and ISSR data analysis individually could not segregate basmati and non-basmati scented rice accessions. However, the analysis using a combined data could group basmati and non-basmati scented rice accessions separately. The bands present specifically among three accessions of non-basmati scented rice were also identified. The study revealed a high genetic diversity among non-basmati scented rice accessions. 展开更多
关键词 rice random amplified polymorphic DNA inter-simple sequence repeat diversity landrace diversity analysis scented rice
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Update on the aetiopathogenesis of obstructive sleep apnea:Role of inflammatory and immune mediated mechanisms
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作者 Deb Sanjay Nag Koshy Varghese +3 位作者 Amlan Swain Roushan Patel Seelora Sahu Merina Sam 《World Journal of Clinical Cases》 SCIE 2024年第35期6754-6759,共6页
Obstructive sleep apnea(OSA)is often a lifestyle disease associated with obesity,which is rapidly evolving as a major health concern with diverse multisystemic implications.To prevent and mitigate its adverse effects ... Obstructive sleep apnea(OSA)is often a lifestyle disease associated with obesity,which is rapidly evolving as a major health concern with diverse multisystemic implications.To prevent and mitigate its adverse effects and reduce its burden on society,its aetiopathogeneses must be precisely understood.Numerous studies focusing on the range of diverse anatomic,functional,and lifestyle factors have already been carried out to determine the possible contributory roles of these factors in OSA.Recently,evidence to validate the role of inflammatory pathways and immune mechanisms in the aetiopathogeneses of OSA is being developed.This allows for further research and translation of such knowledge for targeted therapeutic and preventive interventions in patients with or who are at risk of developing OSA. 展开更多
关键词 Sleep apnea OBSTRUCTIVE POLYSOMNOGRAPHY Mendelian randomization analysis CYTOKINES C-reactive protein
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Future risk of falls induced by ankle-foot sprains history:An observational and mendelian randomization study
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作者 Xiao'ao Xue Weichu Tao +9 位作者 Qianru Li Yi Li Yiran Wang Le Yu Xicheng Gu Tian Xia Rong Lu Ru Wang He Wang Yinghui Hua 《Sports Medicine and Health Science》 2025年第3期214-223,共10页
Background:Ankle-foot sprains are the most common musculoskeletal injuries,which can impair balance and theoretically increase the risk of falls,but still,there is a lack of evidence supporting the direct association ... Background:Ankle-foot sprains are the most common musculoskeletal injuries,which can impair balance and theoretically increase the risk of falls,but still,there is a lack of evidence supporting the direct association between ankle-foot sprains and the future risk of falls.Methods:UK Biobank cohort was utilized to measure the association between ankle-foot sprains and fall risk with covariates adjusted.Then,the two-sample Mendelian randomization(MR)analysis was applied based on the genetically predicated ankle-foot sprains from FinnGen to validate causal relationship.Finally,genetically predicated cerebellar neuroimaging features were used to explore the mediating role of maladaptive neuroplasticity between ankle-foot sprains and falls by two-step MR analyses.Results:Patients with ankle-foot sprains history exhibited a slightly increased risk of falls than the matched controls before and after adjustment for covariates(odd ratio[OR]ranged from 1.632 to 1.658).Two-sample MR analysis showed that ankle-foot sprains led to a higher risk of falls(OR=1.036)and a lower fractional anisotropy of superior cerebellar peduncle(SCP)(left,β=0.052;right,β=0.053).A trend of mediating effect was observed for the fractional anisotropy of right SCP in the causal effects of ankle-foot sprains on falls(β=0.003).Conclusion:The history of ankle-foot sprains is associated with a slightly increased risk of falls.These findings improve our understanding of the clinical consequences of ankle-foot sprains in terms of fall risk and suggest the importance of adopting more efficient strategies for managing residual functional deficits after the injuries. 展开更多
关键词 Leg injuries Accidental falls Postural balance Mendelian randomization analysis UK biobank FinnGen
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Olive Intake and Coronary Heart Disease:A Mendelian Randomization Study
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作者 Xinyu Wu Huan Cheng +2 位作者 Chaguo Li Jingru Li Luqiao Wang 《Cardiology Discovery》 2025年第3期191-201,共11页
Objective:This study aimed to explore the causal link between olive intake and the occurrence of coronary heart disease(CHD)using Mendelian randomization(MR).Methods:In this study,genome-wide association study data fr... Objective:This study aimed to explore the causal link between olive intake and the occurrence of coronary heart disease(CHD)using Mendelian randomization(MR).Methods:In this study,genome-wide association study data from IEU OpenGWAS were employed.A 2-sample MR analysis was used to determine the causal association of olive intake with CHD and cardiovascular outcomes(myocardial infarction,heart failure,stroke,and death due to cardiac causes).The data for olive intake included 64,949 samples and 9,851,867 single nucleotide polymorphisms(SNPs),the data for CHD included 361,194 samples and 13,295,130 SNPs;The data for myocardial infarction included 361,194 samples and 12,640,541 SNPs,the heart failure include 208,178 samples and 16,380,422 SNPs,the data for stroke included 361,194 samples and 12,404,026 SNPs,and the data for death due to cardiac causes included 361,194 samples and 10,071,648 SNPs.Additionally,a 2-step,2-sample MR approach was used for mediation analysis to determine whether lipid traits mediate the causal association between olive intake and CHD.The data for total cholesterol,low-density lipoprotein cholesterol,high-density lipoprotein cholesterol,apolipoprotein B,and apolipoprotein A1 included 115,078 samples and 12,321,875 SNPs,while the data for triglycerides included 21,545 samples and 11,871,391 SNPs.Cochran’s Q test was applied to examine potential heterogeneity,and the MR-Egger method was used to assess horizontal pleiotropy among SNPs.Leave-one-out analysis was performed as a sensitivity analysis to evaluate the robustness of the results.Results:For each standard deviation increase in olive intake,the risk of CHD decreased by a substantial 1.9%(odds ratio(OR)=0.981,95%confidence interval(CI):0.963 to 0.998,P=0.031),the risk of myocardial infarction was significantly reduced by 1.6%(OR=0.984,95%CI:0.969 to 0.999,P=0.032),and the risk of heart failure declined by 62.1%(OR=0.379,95%CI:0.192 to 0.746,P=0.005).Furthermore,mediation analysis with MR indicated that lipid traits did not mediate the causal relationship between olive intake and CHD.Conclusion:There is a negative correlation between olive intake and the incidence of CHD,and this relationship is not mediated by lipid traits.Olive intake was also negatively associated with some cardiovascular outcomes,suggesting that increasing olive intake holds significant value in preventing the onset and progression of CHD. 展开更多
关键词 Mendelian randomization analysis Olive intake Coronary heart disease Cardiovascular outcomes Lipid traits
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