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Prevalence,incidence and modifiable factors for subtypes of mild cognitive impairment:results from the Longitudinal Ageing Study in China
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作者 Tao Wang Haining He +20 位作者 Yanchen Shi Ning Su Minjie Zhu Feng Yan Yuanyuan Liu Juan Li Muni Tang Wei Chen Feng Bao Huali Wang Yuping Wang Ying Liu Yefeng Yuan Xiaoyun Zuo Xulai Zhang Lijuan Cui Wenyuan Wu Chencheng Zhang Yong Lu Yiru Fang Shifu Xiao 《General Psychiatry》 2025年第2期93-102,共10页
Background As the population in China rapidly ages,the prevalence of mild cognitive impairment(MCI)is increasing considerably.However,the causes of MCI vary.The continued lack of understanding of the various subtypes ... Background As the population in China rapidly ages,the prevalence of mild cognitive impairment(MCI)is increasing considerably.However,the causes of MCI vary.The continued lack of understanding of the various subtypes of MCI impedes the implementation of effective measures to reduce the risk of advancing to more severe cognitive diseases.Aims To estimate the prevalence and incidence rates of two MCI subtypes—amnestic MCI(aMCI)and vascular cognitive impairment without dementia(VCIND)—and to determine modifiable factors for them among older individuals in a multiregional Chinese cohort.Method This 1-year longitudinal study surveyed a random sample of participants aged≥60 years from a large,community-dwelling cohort in China.Baseline lifestyle data were self-reported,while vascular and comorbid conditions were obtained from medical records and physical examinations.In total,3514 and 2051 individuals completed the baseline and 1-year follow-up assessments,respectively.Logistic and linear regression analyses were used to identify the modifiable factors for MCI subtypes and predictors of cognitive decline,respectively.Results Among our participants,aMCI and VCIND demonstrated prevalence of 14.83%and 2.71%,respectively,and annual incidence(per 1000 person-years)of 69.6 and 10.6,respectively.The risk factor for aMCI was age,whereas its protective factors were high education level,tea consumption and physical activity.Moreover,VCIND risk factors were age,hypertension and depression.The presence of endocrine disease,cerebral trauma or hypertension was associated with a faster decline in cognition over 1 year.Conclusions MCI is a serious health problem in China that will only worsen as the population ages if no widespread interventions are implemented.Preventive strategies that promote brain activity and support healthy lifestyle choices are required.We identified modifiable factors for MCI in older individuals.The easy-to-adopt solutions such as tea consumption and physical activity can aid in preventing MCI. 展开更多
关键词 PREVALENCE vascular cognitive impairment dementia vascular cognitive impairment mild cognitive impairment mci modifiable factors mild cognitive impairment amnestic mild cognitive impairment INCIDENCE
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Common Modifiable and Non-Modifiable Risk Factors of Cardiovascular Disease (CVD) among Pacific Countries
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作者 Masoud Mohammadnezhad Tamara Mangum +2 位作者 William May Joshua Jeffrey Lucas Stanley Ailson 《World Journal of Cardiovascular Surgery》 2016年第11期153-170,共18页
Introduction: Modifiable and non-modifiable risk factors contribute to the significant rise of non-communicable diseases (NCDs), most notably cardiovascular disease (CVD), in the Pacific Island nations. The aim of thi... Introduction: Modifiable and non-modifiable risk factors contribute to the significant rise of non-communicable diseases (NCDs), most notably cardiovascular disease (CVD), in the Pacific Island nations. The aim of this study is to review previously published articles to understand common modifiable and non-modifiable risk factors of CVD among Pacific countries. Methods: This systematic review is conducted using different databases including;Scopus, Medline, EMBASE, and psycINFO. This systematic review is based on the Cochrane review process. All articles published in the English language from 1<sup>st</sup> January 2000 to 1<sup>st</sup> September 2016, will be included in the study. After reviewing all of the articles’ titles, abstracts, and full text, the final articles were reviewed and the relevant data was included in the data extraction sheet. A descriptive analysis was conducted to measure the common risk factors of CVD in Pacific countries. Results: Overall, 45 articles met the inclusion criteria of the study. The results showed that age was the most common non-modifiable risk factor while diabetes, high blood lipid, and high blood pressure were the most common modifiable risk factors of CVD. There were only three interventional studies which had all of the significant influences in reducing the risk factors of CVD when the results were compared with the control group. Conclusion: While it is not possible to change the non-modifiable risk factors for CVD, we encourage policy makers to use the results of this study to develop health promotion strategies to address the modifiable risk factors for CVD. Interventional strategies are highly recommended in the Pacific countries to tackle the modifiable risk factors for CVD. 展开更多
关键词 Cardiovascular Disease modifiable Risk Factors Non-modifiable Risk Factors PACIFIC
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MODIFIABLE QUARTIC AND QUINTIC CURVES WITH SHAPE-PARAMETERS 被引量:3
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作者 邬弘毅 朱功勤 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2001年第1期9-19,共11页
This paper presents a method for creating modificable quartic and quintic curves with shape parameters. The curves can achieve C 2 even C 3 continuity and unify both interpolation and approximation to the control poin... This paper presents a method for creating modificable quartic and quintic curves with shape parameters. The curves can achieve C 2 even C 3 continuity and unify both interpolation and approximation to the control points without solving a system of equations or inserting additional control points. They have the local properties like the cubic B spline. Besides, the quintic curve would be able globally to tend the control polygon. 展开更多
关键词 modifiable quartic and quintic curves shape parameters C 2 or C 3 continuity interpolation and approximation.
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Modifiable Behavioral Risk Factors Associated with Biological Risk Factors in Subjects at Risk of Type 2 Diabetes in Benin: PREDIBE Study 被引量:1
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作者 Clemence Germaine Metonnou Colette Sylvie Azandjeme +4 位作者 Bio Nigan Issiako Charles Jerome Sossa Ghislain Emmanuel Sopoh Moussiliou Noël Paraïso Victoire Agueh 《Open Journal of Epidemiology》 2020年第4期432-445,共14页
<strong>Introduction:</strong> Type 2 diabetes is a major public health problem worldwide. This study aimed at identifying modifiable behavioral risk factors associated with biological factors in people at... <strong>Introduction:</strong> Type 2 diabetes is a major public health problem worldwide. This study aimed at identifying modifiable behavioral risk factors associated with biological factors in people at risk of type 2 diabetes which could be targeted in the design and implementation of appropriate interventions to prevent the disease. <strong>Methods:</strong> 180 subjects at risk of type 2 diabetes (aged 15 - 60 years) were identified and selected at random during a preliminary survey conducted in two groups of villages in northeastern Benin. The study took part on August 2017. Questionnaires were administered to consenting subjects;anthropometric measurements taken and blood samples withdrawn. Blood samples were subjected to biochemical testing according to standard protocols. <strong>Results:</strong> Data was obtained from 180 subjects at risk of type 2 diabetes. The average age of the subjects was 42.76 ± 11.30 years. Multivariate analysis showed inadequate dietary intake score, low physical activity and tobacco use as behavioral factors significantly associated with high waist circumference, high blood sugar, low HDL cholesterol, high triglyceride levels and high body fat percentage. <strong>Conclusion:</strong> There is a possible association between biological and behavioral risk factors. 展开更多
关键词 modifiable Risk Factors Type 2 Diabetes BENIN
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Modifiable factors for irritable bowel syndrome:evidence from Mendelian randomisation approach 被引量:1
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作者 Di Liu Meiling Cao +7 位作者 Shanshan Wu Yiwen Jiang Weijie Cao Tengfei Lin Fuxiao Li Feng Sha Zhirong Yang Jinling Tang 《eGastroenterology》 2025年第1期83-95,共13页
Background The potential modifiable factors influencing irritable bowel syndrome(IBS)have not been thoroughly documented.We aimed to systematically investigate the modifiable factors associated with IBS,while accounti... Background The potential modifiable factors influencing irritable bowel syndrome(IBS)have not been thoroughly documented.We aimed to systematically investigate the modifiable factors associated with IBS,while accounting for the impact of unobserved confounders and coexisting disorders.Methods Genetic correlation and Mendelian randomisation(MR)analyses were integrated to identify potential modifiable factors and coexisting disorders linked to IBS.Subsequently,multiresponse MR(MR2)was employed to further examine these associations.Summary-level genome-wide association data were used.Modifiable factors and coexisting disorders(ie,gastrointestinal and psychiatric disorders)were identified based on evidence from cohort studies and meta-analysis.In all analyses,IBS was the primary outcome,while in the MR2 analysis,coexisting disorders were also treated as outcomes alongside IBS.Results Most identified modifiable factors and coexisting disorders exhibited genetic correlations with IBS.MR analyses revealed strong causation between IBS and multisite chronic pain(OR=2.20,95%CI 1.82 to 2.66),gastro-oesophageal reflux disease(OR=1.31,95%CI 1.23 to 1.39),well-being spectrum(OR=0.17,95%CI 0.13 to 0.21),life satisfaction(OR=0.31,95%CI 0.25 to 0.38),positive affect(OR=0.30,95%CI 0.24 to 0.37),neuroticism score(OR=1.20,95%CI 1.16 to 1.25)and depression(OR=1.50,95%CI 1.37 to 1.66).Additionally,smoking,alcohol frequency,college or university degree,intelligence,childhood maltreatment,frailty index,diverticular disease of the intestine and schizophrenia were suggestively associated with IBS.Robust associations were found between multisite chronic pain and both IBS and coexisting disorders.Conclusions Our study identified a comprehensive array of potential modifiable factors and coexisting disorders associated with IBS,supported by genetic evidence,including genetic correlation and multiple MR analyses.The presence of multisite chronic pain may offer a promising avenue for the concurrent prevention of IBS and its coexisting disorders. 展开更多
关键词 modifiable Factors Irritable Bowel Syndrome Genetic Correlation Mendelian Randomization modifiable factors genetic correlation Coexisting Disorders irritable bowel syndrome ibs
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Evaluating the impact of the Modifiable Areal Unit Problem on ecological model inference:A case study of COVID-19 data in Queensland,Australia
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作者 Shovanur Haque Aiden Price +1 位作者 Kerrie Mengersen Wenbiao Hu 《Infectious Disease Modelling》 2025年第3期1002-1019,共18页
Accurate identification of spatial patterns and risk factors of disease occurrence is crucial for public health interventions.However,the Modifiable Areal Unit Problem(MAUP)poses challenges in disease modelling by imp... Accurate identification of spatial patterns and risk factors of disease occurrence is crucial for public health interventions.However,the Modifiable Areal Unit Problem(MAUP)poses challenges in disease modelling by impacting the reliability of statistical inferences drawn from spatially aggregated data.This study examines the effect of MAUP on ecological model inference using locally and overseas-acquired COVID-19 case data from 2020 to 2023 in Queensland,Australia.Bayesian spatial Besag-York-Mollié(BYM)models were applied across four Statistical Area(SA)levels,as defined by the Australian Statistical Geography Standard,with and without covariates:Socio-Economic Indexes for Areas(SEIFA)and overseas-acquired(OA)COVID-19 cases.OA COVID-19 cases were also considered a response variable in our study.Results indicated that finer spatial scales(SA1 and SA2)captured localized patterns and significant spatial autocorrelation,while coarser levels(SA3 and SA4)smoothed spatial variability,masking potential outbreak clusters.Incorporating SEIFA as a covariate in locally-acquired(LA)cases reduced spatial autocorrelation in residuals,effectively capturing socioeconomic disparities.Conversely,OA cases showed limited effectiveness in reducing autocorrelation at finer scales.For LA cases,higher socioeconomic disadvantage was associated with increased COVID-19 incidence at finer scales,but this association became non-significant at coarser scales.OA cases showed significant positive association with higher SEIFA scores at finer scales.Model parameters displayed narrower credible intervals at finer scales,indicating greater precision,while coarser levels had increased uncertainty.SA2 emerged as an arguably optimal scale,striking a balance between spatial resolution,model stability,and interpretability.To improve inference on COVID-19 incidence,it is recommended to use data from both SA1 and SA2 levels to leverage their respective strengths.The findings emphasize the importance of selecting appropriate spatial scales and covariates or evaluating the inferential impacts of multiple scales,to address MAUP to facilitate more reliable spatial analysis.The study advocates exploring intermediate aggregation levels and multi-scale approaches to better capture nuanced disease dynamics and extend these analyses across Australia and replicating in other countries with low population densities to enhance generalizability. 展开更多
关键词 modifiable Areal Unit Problem(MAUP) Bayesian models Spatial patterns Model inference COVID-19 Socio-Economic Indexes for Areas(SEIFA)
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The modifiable areal unit problem in traffic safety:Basic issue, potential solutions and future research 被引量:1
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作者 Pengpeng Xu Helai Huang Ni Dong 《Journal of Traffic and Transportation Engineering(English Edition)》 2018年第1期73-82,共10页
This study fully addressed the modifiable areal unit problem (MAUP) that was well-known in geography but generally ignored by safety analysis. The basic issue of MAUP was introduced firstly with a case study to expl... This study fully addressed the modifiable areal unit problem (MAUP) that was well-known in geography but generally ignored by safety analysis. The basic issue of MAUP was introduced firstly with a case study to explicitly demonstrate the existence of the problem in macro level crash modeling, and then four potential strategies, i.e., using disaggregate data as possible, capturing spatial non-stationarity, designing optimal zoning systems, conducting sensitivity analysis to report the scope and magnitude of MAUP, were proposed and illustrated in an integrated way, followed by the future research directions. Results revealed that more efforts are desired to calibrate the state-of-art modeling technique at various levels of aggregation based on spatial homogeneity in traffic safety, transport characteristics, and demographical factors. The awareness of this problem in traffic safety domain is expected to the delineation of basic spatial units (e.g. the traffic safety analysis zones), as well as to provide new insights into the nature of MAUP in statistics and geography. 展开更多
关键词 modifiable areal unit problem Traffic safety Macro level crash Prediction model Traffic safety analysis zones Review
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Cooperative Metaheuristics with Dynamic Dimension Reduction for High-Dimensional Optimization Problems
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作者 Junxiang Li Zhipeng Dong +2 位作者 Ben Han Jianqiao Chen Xinxin Zhang 《Computers, Materials & Continua》 2026年第1期1484-1502,共19页
Owing to their global search capabilities and gradient-free operation,metaheuristic algorithms are widely applied to a wide range of optimization problems.However,their computational demands become prohibitive when ta... Owing to their global search capabilities and gradient-free operation,metaheuristic algorithms are widely applied to a wide range of optimization problems.However,their computational demands become prohibitive when tackling high-dimensional optimization challenges.To effectively address these challenges,this study introduces cooperative metaheuristics integrating dynamic dimension reduction(DR).Building upon particle swarm optimization(PSO)and differential evolution(DE),the proposed cooperative methods C-PSO and C-DE are developed.In the proposed methods,the modified principal components analysis(PCA)is utilized to reduce the dimension of design variables,thereby decreasing computational costs.The dynamic DR strategy implements periodic execution of modified PCA after a fixed number of iterations,resulting in the important dimensions being dynamically identified.Compared with the static one,the dynamic DR strategy can achieve precise identification of important dimensions,thereby enabling accelerated convergence toward optimal solutions.Furthermore,the influence of cumulative contribution rate thresholds on optimization problems with different dimensions is investigated.Metaheuristic algorithms(PSO,DE)and cooperative metaheuristics(C-PSO,C-DE)are examined by 15 benchmark functions and two engineering design problems(speed reducer and composite pressure vessel).Comparative results demonstrate that the cooperative methods achieve significantly superior performance compared to standard methods in both solution accuracy and computational efficiency.Compared to standard metaheuristic algorithms,cooperative metaheuristics achieve a reduction in computational cost of at least 40%.The cooperative metaheuristics can be effectively used to tackle both high-dimensional unconstrained and constrained optimization problems. 展开更多
关键词 Dimension reduction modified principal components analysis high-dimensional optimization problems cooperative metaheuristics metaheuristic algorithms
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Latest progress and challenges in drug development for degenerative motor neuron diseases
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作者 Xiangjin Wen Tianxiang Lan +3 位作者 Weiming Su Bei Cao Yi Wang Yongping Chen 《Neural Regeneration Research》 2026年第5期1849-1863,共15页
Motor neuron diseases are sporadic or inherited fatal neurodegenerative conditions.They selectively affect the upper and/or lower motor neurons in the brain and spinal cord and feature a slow onset and a subacute cour... Motor neuron diseases are sporadic or inherited fatal neurodegenerative conditions.They selectively affect the upper and/or lower motor neurons in the brain and spinal cord and feature a slow onset and a subacute course contingent upon the site of damage.The main types include amyotrophic lateral sclerosis,progressive muscular atrophy,primary lateral sclerosis,and progressive bulbar palsy,the pathological processes of which are largely identical,with the main disparity lying in the location of the lesions.Amyotrophic lateral sclerosis is the representative condition in this group of diseases,while other types are its variants.Hence,this article mainly focuses on the advancements and challenges in drug research for amyotrophic lateral sclerosis but also briefly addresses several other important degenerative motor neuron diseases.Although the precise pathogenesis remains elusive,recent advancements have shed light on various theories,including gene mutation,excitatory amino acid toxicity,autoimmunology,and neurotrophic factors.The US Food and Drug Administration has approved four drugs for use in delaying the progression of amyotrophic lateral sclerosis:riluzole,edaravone,AMX0035,and tofersen,with the latter being the most recent to receive approval.However,following several phaseⅢtrials that failed to yield favorable outcomes,AMX0035 has been voluntarily withdrawn from both the US and Canadian markets.This article presents a comprehensive summary of drug trials primarily completed between January 1,2023,and June 30,2024,based on data sourced from clinicaltrials.gov.Among these trials,five are currently in phaseⅠ,seventeen are in phaseⅡ,and eleven are undergoing phaseⅢevaluation.Notably,24 clinical trials are now investigating potential disease-modifying therapy drugs,accounting for the majority of the drugs included in this review.Some promising drugs being investigated in preclinical studies,such as ATH-1105,are included in our analysis,and another review in frontiers in gene therapy and immunotherapy has demonstrated their therapeutic potential for motor neuron diseases.This article was written to be an overview of research trends and treatment prospects related to motor neuron disease drugs,with the aim of highlighting the latest potentialities for clinical therapy. 展开更多
关键词 amyotrophic lateral sclerosis clinical trial degenerative motor neuron diseases disease modifying therapy drug development motor neuron disease
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基于Modified Page模型的玉米含水率预测及动力学分析
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作者 齐迹 李健 +4 位作者 窦雪峰 孙旸 胡雅婷 李伟 张芳靖 《吉林农业大学学报》 北大核心 2025年第2期373-378,共6页
为了研究玉米的干燥特性以提高干燥效率,分析了微波功率、装载量、籽粒的初始含水率及初始温度等指标,得到了玉米籽粒干燥特性的变化规律。结果表明:微波干燥功率和温度对玉米籽粒的干燥特性有着很大的影响。使用SPSS运用回归分析和数... 为了研究玉米的干燥特性以提高干燥效率,分析了微波功率、装载量、籽粒的初始含水率及初始温度等指标,得到了玉米籽粒干燥特性的变化规律。结果表明:微波干燥功率和温度对玉米籽粒的干燥特性有着很大的影响。使用SPSS运用回归分析和数值分析方法对玉米微波干燥试验数据与Modified Page模型进行拟合,得到其评价指标R^(2)>0.991 0,χ^(2)<0.053 4,RMES<0.087,并经过验证试验,实测值与模型的预测值具有良好的相关系数(R^(2)>0.99),这表明该模型有利于提高干燥效率,提升玉米含水率的预测精度,以期确保玉米品质和安全。 展开更多
关键词 玉米 Modified Page模型 微波干燥 含水率 回归分析
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Potential reduction of global colorectal cancer,1990–2021 被引量:1
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作者 Zilin Luo Xuesi Dong +10 位作者 Le Wang Yadi Zheng Chenran Wang Jiaxin Xie Xiaolu Chen Liang Zhao Yongjie Xu Wei Cao Fei Wang Lingbin Du Ni Li 《Journal of the National Cancer Center》 2025年第3期313-321,共9页
Objectives Primary prevention targeting modifiable risk factors would reduce the global burden of colorectal cancer,but the quantitative results are uncertain.We aimed to assess the global burden of colorectal cancer ... Objectives Primary prevention targeting modifiable risk factors would reduce the global burden of colorectal cancer,but the quantitative results are uncertain.We aimed to assess the global burden of colorectal cancer attributed to modifiable lifestyle factors and quantify the potential increase in life expectancy resulting from the elimination of these risk factors.Methods Based on the Global Burden of Disease Study 2021,we examined colorectal cancer deaths and disability-adjusted life years attributed to modifiable risk factors(including smoking,diet low in whole grains,diet low in milk,diet high in red meat,diet low in calcium,diet high in processed meat,and diet low in fiber)at the global,regional,and national levels from 1990 to 2021.The abridged period life table method was utilized to quantify the potential gain in life expectancy from eliminating these risk factors.Results Globally in 2021,57.1%of colorectal cancer deaths and 56.4%of disability-adjusted life years were preventable,with rates of 7.55(4.94–9.64)and 174.67(114.54–222.24)per 100,000 population,respectively.The modifiable burden has diminished in the high,high-middle,and low socio-demographic index quintiles and remained steady in the middle one.However,there is a concerning increase in the low-middle one.In 2021,the elimination of global colorectal cancer attributed to modifiable factors would increase the life expectancy for males and females by 0.107 and 0.109 years,respectively.Conclusion Our results quantitatively demonstrate the substantial burden reduction in colorectal cancer and the significant gain in life expectancy that can be achieved by eliminating modifiable lifestyle factors. 展开更多
关键词 Colorectal cancer modifiable Risk factors Global burden of disease
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Predictors of recurrent febrile seizure in children aged from 6 months to 5 years:A cross-sectional study
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作者 Anand Muttath Thomas Antony +2 位作者 Rati Santhakumar Rose Xavier Jassal Mathew 《Journal of Acute Disease》 2025年第1期1-9,共9页
Objective:To study the clinical profiles of children with febrile seizures,comparing those with single episodes to recurrent cases,and identify predictors of recurrence.In addition,to develop a scoring system to predi... Objective:To study the clinical profiles of children with febrile seizures,comparing those with single episodes to recurrent cases,and identify predictors of recurrence.In addition,to develop a scoring system to predict recurrence after the first febrile seizure,and identify modifiable risk factors to mitigate recurrence risks.Methods:This cross-sectional study included children aged 6 months to 5 years with typical febrile seizures,seen as inpatients or outpatients of the Department of Pediatrics at a tertiary care teaching hospital.Data were collected via parent interviews,physical exams,and laboratory tests.The questionnaire covered demographics,antenatal,natal,and postnatal events,seizure history,family history,immunization,daycare attendance,and fever management.Clinical evaluations ruled out central nervous system infections and fever causes were diagnosed per ICD-10 at discharge.Laboratory tests assessed anemia,dyselectrolytemia,and hypoglycemia.Data were analyzed in SPSS Version 25 using descriptive statistics,t-tests,Chi-square tests,and odds ratios with 95%confidence intervals(CI),with significance set at P<0.05.Results:451 children were included in this study.Low birth weight(OR=2.60,95%CI=1.12-6.33,P=0.026),age at first episode>12 months(OR=0.28,95%CI=0.16-0.48,P0.001),family history of febrile seizure(OR=5.21,95%CI=2.92-9.28,P<0.001),no intermittent prophylaxis(OR=15.25,95%CI=7.05-32.90,P<0.001),treatment for fever(OR=0.26,95%CI=0.13-0.51)and low socioeconomic status(OR=5.87,95%CI=3.32-10.38)were significantly associated with recurrent febrile seizures.Conclusions:Low birth weight,age at first episode≤12 months,family history of febrile seizure,no intermittent prophylaxis,inadequate treatment for fever and low socioeconomic status were significant risk factors for having recurrent febrile seizures in children aged from 6 months to 5 years. 展开更多
关键词 Febrile seizures RECURRENT PREDICTORS modifiable factors INDIA
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Development and validation of screening tools for motoric cognitive risk syndrome in community settings
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作者 Li-Ming Su Bei Wu +5 位作者 Zhang Chen Xiao-Yan Wang Xin-Hua Shen Zhu-Qin Wei Huang Cheng Li-Na Wang 《World Journal of Psychiatry》 2025年第8期353-365,共13页
BACKGROUND Motoric cognitive risk(MCR)syndrome represents an“ultra-early”stage of dementia prevention,highlighting the need for effective screening tools.AIM To develop and validate a novel tool for MCR identificati... BACKGROUND Motoric cognitive risk(MCR)syndrome represents an“ultra-early”stage of dementia prevention,highlighting the need for effective screening tools.AIM To develop and validate a novel tool for MCR identification,comparing its effectiveness with existing methods.METHODS As part of a community study on healthy aging,a cross-sectional study recruited 1189 Chinese participants aged 50 years and older between May 1,2022,and March 15,2023.The cohort was randomly split into training(70%)and testing(30%)datasets.Relevant features were selected for logistic regression(LR)and decision tree(DT)models using the training dataset,and their performance was subsequently assessed using the testing dataset to validate reliability and generalizability.RESULTS The prevalence of MCR was 13.12%among 1189 participants.DT models had the area under the curves(AUCs)of 0.834 and 0.821 for training and testing datasets,respectively,while LR models indicated AUCs of 0.840 and 0.859.Non-inferiority tests confirmed the DT model’s comparable effectiveness to the LR models in predicting MCR.Both models demonstrated good calibration and clinical utility.Seven modifiable risk factors were identified:Age,education level,social engagement,physical activity,nutritional status,depressive symptoms,and purpose in life.Notably,social engagement emerged as a novel factor compared to those previously identified.Both models are integrated into an easy-to-use,interpretable web-based user interface.CONCLUSION The interactive,web-based user interface of both models effectively identifies MCR,with the DT model recommended for its simplicity and interpretability,supporting community nurses and clinicians in triaging MCR. 展开更多
关键词 COMMUNITY Motoric cognitive risk syndrome modifiable risk factors Prediction model Screening tool
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Establishment of a field visualization detection method for multiplex recombinase polymerase amplification combined with CRISPR/Cas12a in genetically modified crops 被引量:2
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作者 YAN Jingying NI Liang +2 位作者 SHEN Xingyu LÜ Bingtao LI Yu 《浙江大学学报(农业与生命科学版)》 北大核心 2025年第3期391-401,共11页
With the approval of more and more genetically modified(GM)crops in our country,GM safety management has become more important.Transgenic detection is a major approach for transgenic safety management.Nevertheless,a c... With the approval of more and more genetically modified(GM)crops in our country,GM safety management has become more important.Transgenic detection is a major approach for transgenic safety management.Nevertheless,a convenient and visual technique with low equipment requirements and high sensitivity for the field detection of GM plants is still lacking.On the basis of the existing recombinase polymerase amplification(RPA)technique,we developed a multiplex RPA(multi-RPA)method that can simultaneously detect three transgenic elements,including the cauliflower mosaic virus 35S gene(CaMV35S)promoter,neomycin phosphotransferaseⅡgene(NptⅡ)and hygromycin B phosphotransferase gene(Hyg),thus improving the detection rate.Moreover,we coupled this multi-RPA technique with the CRISPR/Cas12a reporter system,which enabled the detection results to be clearly observed by naked eyes under ultraviolet(UV)light(254 nm;which could be achieved by a portable UV flashlight),therefore establishing a multi-RPA visual detection technique.Compared with the traditional test strip detection method,this multi-RPA-CRISPR/Cas12a technique has the higher specificity,higher sensitivity,wider application range and lower cost.Compared with other polymerase chain reaction(PCR)techniques,it also has the advantages of low equipment requirements and visualization,making it a potentially feasible method for the field detection of GM plants. 展开更多
关键词 genetically modified crop recombinase polymerase amplification CRISPR/Cas12a field detection
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观察性研究中的因果图和混杂因素的识别和选择准则
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作者 刘慧珍 周小芹 +1 位作者 王婷 康德英 《药物流行病学杂志》 2025年第10期1206-1212,共7页
在观察性研究中,准确可靠地估计暴露对结局的因果效应是其核心目标,而确定并充分矫正混杂因素是实现这一目标的关键前提和核心挑战。混杂因素控制不当——无论是遗漏关键混杂(导致残余混杂),还是过度调整无关变量(引入碰撞偏倚等)——... 在观察性研究中,准确可靠地估计暴露对结局的因果效应是其核心目标,而确定并充分矫正混杂因素是实现这一目标的关键前提和核心挑战。混杂因素控制不当——无论是遗漏关键混杂(导致残余混杂),还是过度调整无关变量(引入碰撞偏倚等)——都会直接扭曲效应估计结果,进而可能产生误导性的科学结论和临床决策。因此,开发并应用系统、透明且可重复的混杂因素识别与选择策略,对提升观察性研究因果推断的效度与可靠性具有根本性意义。本文通过系统综述有向无环图(DAGs)这一强大的可视化因果建模工具,并深入评析3种基于DAGs的主流混杂因素选择准则(Pre-exposure准则、Common cause准则、Modified disjunctive cause准则),为研究者提供一个结构化、理论依据充分的混杂因素识别与选择框架,以期显著优化观察性研究中因果效应的估计过程。 展开更多
关键词 混杂因素 混杂 有向无环图 Pre-exposure准则 Common cause准则 Modified disjunctive cause准则
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State of the art review on inorganic powders modified asphalt materials: Reducing the temperature of asphalt pavement 被引量:1
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作者 Chaohui Wang Tonghao Zhang +3 位作者 Anquan Li Dawei Zhao Luqing Liu Qian Chen 《Journal of Road Engineering》 2025年第2期279-296,共18页
To reduce the temperature diseases of asphalt pavement,improve the service quality of road and extend service life,the research of inorganic powders that reduce the temperature of asphalt pavements was systematically ... To reduce the temperature diseases of asphalt pavement,improve the service quality of road and extend service life,the research of inorganic powders that reduce the temperature of asphalt pavements was systematically sorted out.The common types,physicochemical properties and application methods of inorganic powders were defined.The road performances of modified asphalt and its mixture were evaluated.The modification mechanism of inorganic powders in asphalt was analyzed.On this basis,the cooling effect and cooling mechanism of inorganic powders was revealed.The results indicate that inorganic powders are classified into hollow,porous,and energy conversion types.The high-temperature performance of inorganic powders modified asphalt and its mixture is significantly improved,while there is no significant change in low-temperature performance and water stability.The average increase in rutting resistance factor(G*/sin(δ))and dynamic stability is 40%–72%and 30%–50%,respectively.The modification mechanism of inorganic powders in asphalt is physical blending.The thermal conductivity of hollow and porous inorganic powders modified asphalt mixture decreases by 30.05%and 43.14%,respectively.The temperature of hollow,porous and energy conversion inorganic powders modified asphalt mixture at 5 cm decreases by 2.3 ℃–3.5 ℃,0.8 ℃–3.7 ℃and 4.1 ℃–4.7℃,respectively.Hollow and porous inorganic powders block heat conduction,while energy conversion inorganic powders achieve cooling through their functional properties. 展开更多
关键词 Road materials COOLING Modified asphalt Inorganic powders PERFORMANCES
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On Modified Rota-Baxter Hom-Lie Algebras 被引量:1
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作者 Wen TENG 《Journal of Mathematical Research with Applications》 2025年第2期163-178,共16页
Semenov-Tian-Shansky has given the solution of the modified classical Yang-Baxter equation, which was called the modified r-matrix. Relevant studies have been extensive in recent times. In this paper, we introduce the... Semenov-Tian-Shansky has given the solution of the modified classical Yang-Baxter equation, which was called the modified r-matrix. Relevant studies have been extensive in recent times. In this paper, we introduce the concept and representations of modified RotaBaxter Hom-Lie algebras. We develop a cohomology of modified Rota-Baxter Hom-Lie algebras with coefficients in a suitable representation. As applications, we study formal deformations and abelian extensions of modified Rota-Baxter Hom-Lie algebras in terms of second cohomology groups. 展开更多
关键词 Hom-Lie algebra modified Rota-Baxter operator cohomology deformation abelian extension
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Functionalization of two-dimensional vermiculite composite materials for improved adsorption and catalytic conversion reaction of soluble polysulfides in lithium-sulfur batteries 被引量:1
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作者 Tiancheng Wang Zehao Shi +5 位作者 Furan Wang Weiya Li Guohong Kang Wei Liu Seung-Taek Myung Yongcheng Jin 《Journal of Energy Chemistry》 2025年第3期586-596,共11页
In lithium-sulfur batteries(LSBs),the limited utilization of sulfur and the sluggish kinetics of redox reaction significantly hinder their electrochemical performance,especially under high rates and high sulfur loadin... In lithium-sulfur batteries(LSBs),the limited utilization of sulfur and the sluggish kinetics of redox reaction significantly hinder their electrochemical performance,especially under high rates and high sulfur loadings.Here,we propose a novel separator structure with an interlayer composed of a vermiculite nanosheet combined with Ketjen Black(VMT@KB)for LSBs,facilitating efficient adsorption and rapid catalytic conversion toward lithium polysulfides(LiPSs).The VMT@KB nanosheets with an electrical double-layer structure and electronic conductivity are obtained through a high-temperature peeling process and Li^(+)exchange treatment in LiCl solution,followed by a mechanical combination process with KB.The results demonstrate that incorporating VMT@KB as an interlayer on a conventional separator enhances the conductivity and limits the LiPSs in the cathode region.The Li-S cell with VMT@KB interlayer shows satisfactory cycle and rate performance,especially in high sulfur loading.It exhibits a remarkable initial discharge capacity of 1225 mAh g^(-1)at 0.5 C and maintains a capacity of 816 mAh g^(-1)after 500 cycles.Besides,the discharge capacity remains 462 mAh g^(-1)even at 6 C.Moreover,the cell with high sulfur loading(8.2 mg cm^(-2))enables stable cycling for 100 cycles at 0.1 C with a discharge capacity of over1000 mAh g^(-1). 展开更多
关键词 VERMICULITE Li-S batteries Modified separators Electrical double layer Lithium polysulfides
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Peaked traveling wave solutions of the modified highly nonlinear Novikov equation 被引量:1
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作者 LI Hui-jun WEN Zhen-shu LI Shao-yong 《Applied Mathematics(A Journal of Chinese Universities)》 2025年第2期375-394,共20页
In this paper,we focus on peaked traveling wave solutions of the modified highly nonlinear Novikov equation by dynamical systems approach.We obtain a traveling wave system which is a singular planar dynamical system w... In this paper,we focus on peaked traveling wave solutions of the modified highly nonlinear Novikov equation by dynamical systems approach.We obtain a traveling wave system which is a singular planar dynamical system with three singular straight lines,and derive all possible phase portraits under corresponding parameter conditions.Then we show the existence and dynamics of two types of peaked traveling wave solutions including peakons and periodic cusp wave solutions.The exact explicit expressions of two peakons are given.Besides,we also derive smooth solitary wave solutions,periodic wave solutions,compacton solutions,and kink-like(antikink-like)solutions.Numerical simulations are further performed to verify the correctness of the results.Most importantly,peakons and periodic cusp wave solutions are newly found for the equation,which extends the previous results. 展开更多
关键词 modified highly nonlinear Novikov equation bifurcation dynamics peakons periodic cusp wave solutions
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Efficacy of modified pancreatic duct stent drainage during endoscopic retrograde cholangiopancreatography for common bile duct stones 被引量:1
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作者 Li-Jia Qian Chen Xu +1 位作者 Jian-Rong Wang Jun Quan 《World Journal of Gastrointestinal Surgery》 2025年第4期120-131,共12页
BACKGROUND Common bile duct stones pose a high risk of recurrence or disease progression if not promptly treated.However,there is still no optimal treatment approach.AIM To investigate the clinical efficacy of modifie... BACKGROUND Common bile duct stones pose a high risk of recurrence or disease progression if not promptly treated.However,there is still no optimal treatment approach.AIM To investigate the clinical efficacy of modified pancreatic duct stent drainage in endoscopic retrograde cholangiopancreatography(ERCP)for treating common bile duct stones.METHODS This retrospective study included 175 patients with common bile duct stones treated at Taizhou Fourth People’s Hospital between January 1,2021,and November 30,2023.The patients were divided into three groups-the modified pancreatic duct stent drainage group(59 cases),the nasobiliary drainage group(58 cases),and the standard biliary drainage group(58 cases).Preoperative general clinical data,laboratory indicators,and the visual analog scale(VAS)at two time points(24 hours before and after surgery)were compared,along with postoperative complications across the three groups.RESULTS Serum levels of aspartate aminotransferase,alanine aminotransferase,alkaline phosphatase,gamma-glutamyltransferase,total bilirubin,direct bilirubin,Creactive protein,and amylase were significantly lower in the modified pancreatic duct stent drainage group and the standard biliary drainage group than those in the nasobiliary drainage group(P<0.05).However,no statistically significant differences were observed in white blood cells,hemoglobin,or neutrophil levels among the three groups(P>0.05).The standard biliary drainage group had significantly lower VAS scores[(4.36±1.18)points]than those for the modified pancreatic duct stent drainage group[(4.92±1.68)points](P=0.033),and the nasobiliary drainage group[(5.54±1.24)points](P=0.017).There were no statistically significant differences in complication rates across the three groups(P>0.05).CONCLUSION Compared to standard biliary drainage and nasobiliary drainage,the modified pancreatic duct stent used during ERCP for patients with bile duct stones significantly reduced hepatocyte injury,improved liver function parameters,alleviated inflammation and pain,enhanced patient comfort,and demonstrated superior safety. 展开更多
关键词 Modified pancreatic duct stent drainage Endoscopic retrograde cholangiopancreatography Common bile duct stones Curative effect COMPLICATIONS
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