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Rusting behavior and preventative measures of hot-rolled steel plates for automobile applications 被引量:1
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作者 QI Huibin QIAN Yuhai ZHANG Hua ZHOU Qingjun WANG Wei 《Baosteel Technical Research》 CAS 2009年第2期3-6,共4页
As one of the important categories of hot-rolled products, hot-rolled steel plates for automobile applications generally undergo uniform corrosion or localized corrosion according to different environments of manufact... As one of the important categories of hot-rolled products, hot-rolled steel plates for automobile applications generally undergo uniform corrosion or localized corrosion according to different environments of manufacturing, transportation and/or storage of the plates. General corrosion often takes place on the surface of a plate in the exterior part of a package, and only reduces the thickness of the plate and slightly increases the roughness of the surface; however, localized corrosion on the surface of a plate inside the package is likely to result in the formation of pit-like defects on the substrate of the plate, which cannot be removed thoroughly by normal acid pickling or sand blasting, and affects the application of the plate. This research report analyzes the phenomena and characteristics of the rusting behavior of hot- rolled steel plates for automobile applications, and the influencing factors are summaried. The corresponding preventative measures are proposed. 展开更多
关键词 hot-rolled steel plates for automobile applications rusting pit-like defects preventative measures
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The observation on different effectiveness between the embedding needle therapy and medication in the preventative treatment of chronic migraine 被引量:6
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作者 Zheng ZHAO Jia-hong SE +1 位作者 Guang SHI Ning LI 《World Journal of Acupuncture-Moxibustion》 CSCD 2018年第4期242-245,310,共5页
Objective: To evaluate the therapeutic effects of the embedding needle therapy in the preventative treatment of chronic migraine.Methods: A total of 36 patients with chronic migraine were divided into an embedding nee... Objective: To evaluate the therapeutic effects of the embedding needle therapy in the preventative treatment of chronic migraine.Methods: A total of 36 patients with chronic migraine were divided into an embedding needle therapy group and a flunarizine group according to random number table, 18 cases in each group. In the embedding needle therapy group, the thumb-tack needles were used at Sizhúkōng(丝竹空TE 23), Hànyàn(颔厌GB 4), Wángǔ(完骨GB 12) and Cuánzhú(攒竹BL 2) and the needles were embedded for 24 h. The embedding needle therapy was given three times a week. In the flunarizine group, flunarizine was prescribed, 10 mg a day. Separately, at the end of the 4-week treatment and in 4 weeks of the follow-up, the number of days of headache attack per month(days/month) and the headache duration(hours/month)in the cases with moderate to severe headache were observed in the two groups.Results: The number of days of headache attack in the cases with moderate to severe headache was reduced after treatment as compared with the number before treatment in the two groups. The headache duration was reduced obviously after treatment in the cases of moderate to severe headache in the two groups. In the 4-week follow-up, all the indexes were still reduced as compared with the indexes before treatment, indicating the significant differences in the two groups(both P < 0.05). In the embedding needle therapy group, at the end of the 4-week treatment and in 4 weeks of the follow-up, the number of days of headache attack per month was(8.1 ± 2.4) days and(7.2 ± 1.6) days separately, which were significant difference as compared with(9.7 ± 2.3) days and(8.9 ± 1.4) days in the flunarizine group(both P < 0.05). Regarding the headache duration, at the end of the 4-week treatment and in 4 weeks of the follow-up, it was(105.6 ± 10.5) h/month and(92.1 ± 7.2) h/month respectively in the embedding needle therapy group, indicating the significant differences as compared with(135.4 ± 8.9) h and(116.1 ± 8.2) h in the flunarizine group respectively(both P < 0.05).Conclusion: The 4-week treatment with the embedding needle therapy obviously reduces the number of days of headache attack and the headache duration, presents the preventative effects in the patients with chronic migraine. 展开更多
关键词 Acupuncture therapy Thumb-tack needle Chronic migraine FLUNARIZINE Prevention
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Environmental Regulation, Respiratory Diseases,and Medical Costs 被引量:2
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作者 Xiao Lei Lin Zhou Wentao Hu 《China & World Economy》 2026年第1期198-223,共26页
China implemented its Action Plan of Air Pollution Prevention and Control(APAPPC)in 2013 as a major step in national air-quality management.This study treated the APAPPC as a quasi-experiment,drawing on the Grossman a... China implemented its Action Plan of Air Pollution Prevention and Control(APAPPC)in 2013 as a major step in national air-quality management.This study treated the APAPPC as a quasi-experiment,drawing on the Grossman and Cropper models,to examine how air pollution affected individual health capital and medical service demand.Using panel data from the China Health and Retirement Longitudinal Study for 2011,2013,2015,and 2018,the analysis applied a Heckman two-stage model and difference-in-differences estimation to identify the policy's effects on medical expenditure.The results showed that the APAPPC significantly reduced annual health spending,with stronger effects among women,older adults,and rural residents.The mechanism analysis indicated that the reduction in respiratory diseases played a key role.This study provides evidence that supports further airpollution control in China and offers useful insights for other developing countries. 展开更多
关键词 Action Plan of Air Pollution Prevention and Control environmental regulation medical costs respiratory diseases
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Actionable Genotypes and Their Association with Life Span in Iceland
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作者 Brynjar O Jensson 《四川生理科学杂志》 2026年第3期551-551,共1页
Background:In 2021,the American College of Medical Genetics and Genomics(ACMG)recommended reporting actionable genotypes in 73 genes associated with diseases for which preventive or therapeutic measures are available.... Background:In 2021,the American College of Medical Genetics and Genomics(ACMG)recommended reporting actionable genotypes in 73 genes associated with diseases for which preventive or therapeutic measures are available.Evaluations of the association of actionable genotypes in these genes with life span are currently lacking. 展开更多
关键词 iceland american college medical genetics genomics life span preventive measures actionable genotypes preventive therapeutic measures therapeutic measures
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Assessment of Coastal Socio-economic Exposure Under the Impact of Future Typhoons Landing in China
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作者 LI Cuihua CAI Rongshuo TAN Hongjian 《Chinese Geographical Science》 2026年第1期50-63,共14页
China’s coastal regions,characterized by dense populations and industrial agglomeration,face escalating threats from typhoon disasters.Understanding the evolution of socio-economic exposure to future typhoon landfall... China’s coastal regions,characterized by dense populations and industrial agglomeration,face escalating threats from typhoon disasters.Understanding the evolution of socio-economic exposure to future typhoon landfalls under global change is critical for effective disaster risk management.This study utilizes future typhoon track data simulated by the regional climate model version 4(RegCM4),combined with projected population and Gross Domestic Product(GDP)data for China’s coastal regions under three Shared Socioeconomic Pathways(SSPs:SSP1,sustainability;SSP2,middle of the road;SSP5,fossil-fueled development).We analyze typhoon impact zones for future periods(2030s,2050s,and 2090s)under Representative Concentration Pathways(RCPs:RCP2.6,RCP4.5,and RCP8.5,representing low,medium,and high greenhouse gas emission scenarios,respectively).Exposure levels for 2030,2050,and 2100 are calculated based on the annual average frequency of typhoon impacts during these periods,aiming to quantify the distribution characteristics of typhoon-affected population and GDP in China’s coastal regions.Key findings reveal two high-frequency typhoon im-pact zones:the Taiwan Strait region and the northern Qiongzhou Strait region.Furthermore,under RCP2.6,typhoon impacts may ex-tend to Liaoning,while RCP4.5 and RCP8.5 scenarios indicate potential impacts reaching further north to Heilongjiang.Under RCP4.5,Northeast China will experience the largest typhoon-affected area(43.800×10^(4) km^(2))by the 2030s.High population and GDP exposure concentrates in the Yangtze River Delta,the Pearl River Delta,and the Taiwan Strait coastal areas.Notably,Liaoning’s cumulative ex-posed population may exceed 0.100×10^(8) by 2030 and 2050 under RCP4.5 and RCP8.5 due to typhoon track migration.Given China’s location within the Western Pacific typhoon high-incidence region,the northward expansion of impacts will substantially escalate socio-economic exposure in mid-latitude regions previously at lower risk.These findings underscore the imperative for enhanced disaster pre-vention,mitigation strategies and targeted countermeasure research. 展开更多
关键词 TYPHOON coastal regions SOCIO-ECONOMIC EXPOSURE disaster prevention China
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Dexamethasone for prevention of AMS,HACE,and HAPE and for limiting impairment of performance after rapid ascent to high altitude:a narrative review
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作者 Johannes Burtscher Hannes Gatterer +1 位作者 Beth A.Beidleman Martin Burtscher 《Military Medical Research》 2026年第1期159-168,共10页
Acute exposure to high altitude can cause acute altitude illnesses and is associated with impaired cognitive and physical performance.The most effective preventive strategies currently recommended include environmenta... Acute exposure to high altitude can cause acute altitude illnesses and is associated with impaired cognitive and physical performance.The most effective preventive strategies currently recommended include environmental acclimatization(slow ascent and/or pre-acclimatization)or pharmacological support of acclimatization using acetazolamide.However,these strategies are not practical for high-altitude exposures that require rapid and unplanned ascent,high physical and mental performance,such as rescue missions or military operations.Dexamethasone and other modulators of the glucocorticoid system take effect quickly and are effective alternatives for preventing acute altitude illnesses when rapidly ascending to high altitudes.As the efficacy of dexamethasone in preventing acute mountain illnesses remains controversial,a review of existing studies on the use of dexamethasone for the prevention of acute mountain sickness was conducted,aiming to determine the best strategy.Possible mechanisms of protection against acute altitude illnesses are discussed based on the results of clinical trials.The data indicate that dexamethasone is most effective at altitudes above 4000 m at doses of 8–16 mg/d.Appropriately designed and powered trials are needed to obtain more evidence-based results on the dosage and timing of dexamethasone administration,and to provide optimized recommendations for the application of this powerful pharmacological tool. 展开更多
关键词 Altitude illnesses PREVENTION DEXAMETHASONE Emergency Rescue mission Military operation
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The differential effects of lutein and zeaxanthin supplementation on myopia prevention in adolescents:a systematic review and Meta-analysis
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作者 Li Pei Ya Mo Jun-Guo Duan 《International Journal of Ophthalmology(English edition)》 2026年第2期370-378,共9页
AIM:To conduct a systematic review and Meta-analysis to determine the differential effects of combined lutein and zeaxanthin supplementation on myopia prevention in teenagers.It also investigates the effects of supple... AIM:To conduct a systematic review and Meta-analysis to determine the differential effects of combined lutein and zeaxanthin supplementation on myopia prevention in teenagers.It also investigates the effects of supplements dosage,intervention duration,and geographical variation on intervention results.METHODS:A systematic search and screening of randomized controlled trials(RCTs)completed between 2014 and 2023 was undertaken using the PubMed,EMBASE,Cochrane Library,and Web of Science databases,in accordance with the PRISMA recommendations.The Cochrane risk of bias method was used to assess the quality of the studies.A Meta-analysis was performed using Stata 17.0 to calculate standardized mean differences(SMDs)and 95%confidence intervals(CIs).Subgroup analyses were performed to look at the effects of different doses,intervention periods,and geographic areas.Additionally,publication bias was assessed using Egger’s test.RESULTS:Ten studies including 1035 participants with myopia were analyzed.Supplementation with lutein and zeaxanthin resulted in a significant reduction in axial length elongation among adolescents in the intervention group(SMD=-0.40,P=0.001),an increase in macular pigment optical density(SMD=0.50,P=0.010),and an enhancement in visual sensitivity(SMD=0.53,P=0.008).Subgroup analyses revealed that participants receiving high doses and those undergoing intervention for more than 12mo exhibited significantly improved outcomes compared to those in the low-dose and short-term groups(high-dose vs low-dose:SMD=-0.41 vs-0.22,P=0.003;>12mo vs 6-12mo:SMD=-0.43 vs-0.23,P=0.004,respectively).Furthermore,Egger’s test indicated no significant publication bias(P=0.094).CONCLUSION:Combined lutein and zeaxanthin supplementation has a significant effect on myopia prevention in adolescents,with more pronounced benefits observed in high-dose and long-term interventions.The findings provide scientific evidence for its use as an adjunctive approach in myopia control. 展开更多
关键词 LUTEIN ZEAXANTHIN myopia prevention META-ANALYSIS
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Status quo and trend of development of comprehensive resource utilization of citrus by-products
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作者 Yuan Hu Hanxi Li +2 位作者 Keming Yin Jun Chen Fu Wang 《Journal of Future Foods》 2026年第6期1084-1102,共19页
Citrus is the world's most produced fruit.With the rapid growth of citrus cultivation and processing industries globally,the volume of by-products,including dropped fruits,defective fruits,and waste generated duri... Citrus is the world's most produced fruit.With the rapid growth of citrus cultivation and processing industries globally,the volume of by-products,including dropped fruits,defective fruits,and waste generated during processing,has surged.Consequently,resource wastage and environmental pollution due to the low utilization rate of these by-products have become increasingly prominent issues.Currently,citrus by-products are directly utilized as seasonings,tea,and traditional Chinese medicine,or for the extraction of pectin,flavonoids,carotenoids,limonoids,essential oils,synephrine,and other functional ingredients.They are also processed into ethanol,citric acid,feed,and organic fertilizer through biomass fermentation.Despite these applications,the overall utilization rate of citrus by-products remains low.Additionally,there is a lack of key technologies and core equipment,and the production of high value-added functional products is limited.The future direction for citrus by-product utilization lies in green,low-carbon,high-efficiency,and high-value comprehensive recycling.To address the serious environmental pollution and recycling challenges posed by citrus rotting,it is proposed for the first time to develop new products and mold prevention strategies throughout the entire citrus supply chain-"Planting-field management-harvesting-transportation-storage"-to achieve a circular economy approach.This strategy aims to"Take from citrus and give back to citrus"effectively preventing and reducing citrus rotting.Furthermore,it can mitigate the significant economic losses caused by fruit decay and provide insights into the high-quality development of comprehensive citrus by-product utilization. 展开更多
关键词 CITRUS By-products RECYCLING Low-carbon utilization High-value utilization Mold prevention strategy
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Efficacy of indomethacin for the prevention of post-endoscopic retrograde cholangiopancreatography pancreatitis:A comprehensive meta-analysis of randomized controlled trials
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作者 Fu Tian Zhi-Cheng Huang +1 位作者 Hayat Khizar Kai Qiu 《World Journal of Gastroenterology》 2026年第1期192-207,共16页
BACKGROUND Post-endoscopic retrograde cholangiopancreatography pancreatitis(PEP)is a prevalent and potentially serious complication in patients undergoing endoscopic retrograde cholangiopancreatography.AIM To comprehe... BACKGROUND Post-endoscopic retrograde cholangiopancreatography pancreatitis(PEP)is a prevalent and potentially serious complication in patients undergoing endoscopic retrograde cholangiopancreatography.AIM To comprehensively assess the efficacy of indomethacin therapy in reducing PEP risk.METHODS We searched PubMed,EMBASE,Scopus,and Cochrane Library databases to identify randomized controlled trials(RCTs)that compared rectal indomethacin with a control group to prevent PEP.Duplicates were removed,and studies were included based on the established inclusion criteria.We used the Cochrane Collaboration’s tool to assess the risk of bias in the RCTs.A random-effects model was applied to produce pooled risk ratios(RRs)with 95%confidence intervals(CIs).RESULTS We included a total of 30 RCTs involving 16977 patients.Compared to the control group,rectal indomethacin showed comparable rates of overall PEP(PEP;RR=0.85,95%CI:0.69-1.04,I2=79%)with no statistically significant difference of RR in mild(RR=0.92,95%CI:0.74-1.14),moderate(RR=0.78,95%CI:0.59-1.02),or severe PEP(RR=1.12,95%CI:0.75-1.67).There was also no difference in cases of adverse events(RR=0.97,95%CI:0.69-1.35),abdominal pain(RR=1.14,95%CI:0.80-1.62),bleeding(RR=1.07,95%CI:0.70-1.63),or mortality(RR=0.86,95%CI:0.56-1.33)between the two groups.Subgroup analyses were also performed.CONCLUSION Rectal indomethacin appears to be safe and may offer benefit in selected high-risk patients,though findings should be interpreted with caution due to high heterogeneity. 展开更多
关键词 Post-endoscopic retrograde cholangiopancreatography pancreatitis INDOMETHACIN Pancreatitis prevention PROPHYLAXIS META-ANALYSIS
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Aerobic exercise–induced myokine irisin release:A novel strategy to promote neuroprotection and improve cognitive function
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作者 Jae-Won Choi Rengasamy Balakrishnan 《Neural Regeneration Research》 2026年第1期306-307,共2页
Challenges in the prevention and treatment of mild cognitive impairment associated with Alzheimer's disease:Increased life expectancy due to advancements in medical care has given rise to an aging population,accom... Challenges in the prevention and treatment of mild cognitive impairment associated with Alzheimer's disease:Increased life expectancy due to advancements in medical care has given rise to an aging population,accompanied by a surge in the incidence of incurable neurodegenerative diseases(NDDs).These diseases primarily affect the cognitive and behavioral functions of older adults by impacting brain activity.Mild cognitive impairment(MCI)is a neurodegenerative condition that affects a significant portion of the population. 展开更多
关键词 PREVENTION DISEASES COGNITIVE
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A Review of Evidence-Based Research on Rehabilitation Nursing after Joint Replacement Surgery
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作者 Ying Wang 《Journal of Clinical and Nursing Research》 2026年第1期41-47,共7页
With the intensification of population aging,knee and hip joint replacement surgeries have become core methods for treating end-stage joint diseases,with over a million cases performed globally each year.Postoperative... With the intensification of population aging,knee and hip joint replacement surgeries have become core methods for treating end-stage joint diseases,with over a million cases performed globally each year.Postoperative rehabilitation nursing,as a crucial aspect of enhancing surgical outcomes,reducing complications,and facilitating patients’return to normal life,has its scientific and effective protocols directly influencing patient prognosis.This article systematically reviews the core research findings on rehabilitation nursing after joint replacement surgery based on the concept of evidence-based medicine,aiming to provide references for the formulation of standardized and personalized rehabilitation nursing plans in clinical settings. 展开更多
关键词 Joint replacement surgery Rehabilitation nursing Evidence-based medicine Functional recovery Complication prevention
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Recent advances in immunotherapy targeting amyloid-beta and tauopathies in Alzheimer’s disease
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作者 Sha Sha Lina Ren +5 位作者 Xiaona Xing Wanshu Guo Yan Wang Ying Li Yunpeng Cao Le Qu 《Neural Regeneration Research》 2026年第2期577-587,共11页
Alzheimer’s disease,a devastating neurodegenerative disorder,is characterized by progressive cognitive decline,primarily due to amyloid-beta protein deposition and tau protein phosphorylation.Effectively reducing the... Alzheimer’s disease,a devastating neurodegenerative disorder,is characterized by progressive cognitive decline,primarily due to amyloid-beta protein deposition and tau protein phosphorylation.Effectively reducing the cytotoxicity of amyloid-beta42 aggregates and tau oligomers may help slow the progression of Alzheimer’s disease.Conventional drugs,such as donepezil,can only alleviate symptoms and are not able to prevent the underlying pathological processes or cognitive decline.Currently,active and passive immunotherapies targeting amyloid-beta and tau have shown some efficacy in mice with asymptomatic Alzheimer’s disease and other transgenic animal models,attracting considerable attention.However,the clinical application of these immunotherapies demonstrated only limited efficacy before the discovery of lecanemab and donanemab.This review first discusses the advancements in the pathogenesis of Alzheimer’s disease and active and passive immunotherapies targeting amyloid-beta and tau proteins.Furthermore,it reviews the advantages and disadvantages of various immunotherapies and considers their future prospects.Although some antibodies have shown promise in patients with mild Alzheimer’s disease,substantial clinical data are still lacking to validate their effectiveness in individuals with moderate Alzheimer’s disease. 展开更多
关键词 Alzheimer’s disease amyloid deposits AMYLOID-BETA antibody cognitive dysfunction dementia IMMUNOTHERAPY OLIGOMER preventive immunization tau hyperphosphorylation
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Genetic Evolution Analysis of Rabies Virus in Jiangsu Province,China
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作者 Minghui Zhang Yuanfang Qin +8 位作者 Na zhang Yuqiao Liu Jun Yang Xiaonuo Xu Pengcheng Yu Shuqing Liu Qian Liu Xiaoyan Tao Wuyang Zhu 《Biomedical and Environmental Sciences》 2026年第2期245-250,共6页
Rabies is a zoonotic disease with an estimated global mortality of 59,000 people annually and a burden of more than 3.7 million disability-adjusted life years(DALYs)that is caused by a neurotropic lyssavirus[1].Dogs a... Rabies is a zoonotic disease with an estimated global mortality of 59,000 people annually and a burden of more than 3.7 million disability-adjusted life years(DALYs)that is caused by a neurotropic lyssavirus[1].Dogs are the primary source of human rabies,as more than 95%of human cases can be traced to dogs[2,3].China faces a substantial burden of rabies,having endured three major human rabies epidemics,which occurred in the 1950s,1981,and 2007[4].Implementation of various prevention and control measures has decreased the number of human rabies cases from 3,300 in 2007 to 167 in 2024.In China. 展开更多
关键词 rabies virus Jiangsu province neurotropic lyssavirus dogs neurotropic lyssavirus prevention control measures China genetic evolution zoonotic disease
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BAG3 in traumatic brain injury:A cell-type-specific modulator of tau hyperphosphorylation
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作者 Nicholas Sweeney Tae Yeon Kim Hongjun Fu 《Neural Regeneration Research》 2026年第6期2343-2344,共2页
BCL2-associated anthanogene 3 facilitates the clearance of tau protein aggregates:BCL2-associated anthanogene 3(BAG3)is a ubiquitously expressed and highly conserved multi-functional co-chaperone protein involved in m... BCL2-associated anthanogene 3 facilitates the clearance of tau protein aggregates:BCL2-associated anthanogene 3(BAG3)is a ubiquitously expressed and highly conserved multi-functional co-chaperone protein involved in many biological processes that supports cellular homeostasis,including the inhibition of apoptosis by preventing mitochondrial BAX localization(Lin et al.,2022)and the promotion of the degradation of hyperphosphorylated tau aggregates by its interactions with SQSTM1(p62)(Hamano and Mutoh,2022). 展开更多
关键词 inhibition apoptosis tau hyperphosphorylation traumatic brain injury cellular homeostasisincluding preventing mitochondrial bax localization lin BAG p biological processes
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Extending Healthy Life Expectancy:The Promise of Addressing Preventable Chronic Disease through Healthy Lifestyle Intervention
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作者 Wei Bao 《Biomedical and Environmental Sciences》 2026年第2期129-130,共2页
Healthy life expectancy is a pivotal measure of population health by integrating both life expectancy and the quality of years lived.A significant increase in life expectancy was evident in most populations during the... Healthy life expectancy is a pivotal measure of population health by integrating both life expectancy and the quality of years lived.A significant increase in life expectancy was evident in most populations during the past decades worldwide[1],but the growth in healthy life expectancy has generally lagged behind[2].China has made substantial strides in enhancing both life expectancy and healthy life expectancy. 展开更多
关键词 life expectancy quality years population health healthy lifestyle intervention preventable chronic disease quality years lived healthy life expectancy
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Cell therapy rejuvenates the neuroglial-vascular unit
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作者 Bandy Chen 《Neural Regeneration Research》 2026年第4期1542-1543,共2页
The rise of the aging population parallels the rapidly increasing cases of neurological disorders. This puts pressure on scientists and physicians to find novel methods that can prevent and treat neurodegeneration. Th... The rise of the aging population parallels the rapidly increasing cases of neurological disorders. This puts pressure on scientists and physicians to find novel methods that can prevent and treat neurodegeneration. The brain is made up of a complex network of different cell types that work in tandem to maintain systemic homeostasis. 展开更多
关键词 maintain systemic homeostasis prevent treat neurodegeneration cell therapy neurological disorders neuroglial vascular unit network different cell types NEURODEGENERATION aging population
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Geologic hazard susceptibility assessment based on statistical optimization and machine learning:A case study of the Loess Plateau,Shaanxi Province,northwestern China
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作者 Hao Cheng Zhen-kai Zhang +5 位作者 Zeng-lin Hong Wen-long Zhang Hong-quan Teng Shuai Yang Zi-yao Wang Yu-xuan Dong 《China Geology》 2026年第1期136-151,共16页
This study developed a modeling methodology for statistical optimization-based geologic hazard susceptibility assessment,aiming to enhance the comprehensive performance and classification accuracy of the assessment mo... This study developed a modeling methodology for statistical optimization-based geologic hazard susceptibility assessment,aiming to enhance the comprehensive performance and classification accuracy of the assessment models.First,the cumulative probability method revealed that a low probability(15%)of geologic hazards between any two geologic hazard points occurred outside a buffer zone with a radius of 2297 m(i.e.,the distance threshold).The training dataset was established,consisting of negative samples(non-hazard points)randomly generated based on the distance threshold,positive samples(i.e.,historical hazards),and 13 conditioning factors.Then,models were built using five machine learning algorithms,namely random forest(RF),gradient boosting decision tree(GBDT),naive Bayes(NB),logistic regression(LR),and support vector machine(SVM).The comprehensive performance of the models was assessed using the area under the receiver operating characteristic curve(AUC)and overall accuracy(OA)as indicators,revealing that RF exhibited the best performance,with OA and AUC values of 2.7127 and 0.981,respectively.Furthermore,the machine learning models constructed by considering the distance threshold outperformed those built using the unoptimized dataset.The characteristic factors were ranked using the mutual information method,with their scores decreasing in the order of rainfall(0.1616),altitude(0.06),normalized difference vegetation index(NDVI;0.04),and distance from roads(0.03).Finally,the geologic hazard susceptibility classification was assessed using the natural breaks method combined with a clustering algorithm.The results indicate that the clustering algorithm exhibited higher classification accuracy than the natural breaks method.The findings of this study demonstrate that the proposed model optimization scheme can provide a scientific basis for the prevention and control of geologic hazards. 展开更多
关键词 COLLAPSE LANDSLIDE Debris flow Geologic hazard susceptibility assessment Machine learning RF-GBDT-NB-LR-SVM Cumulative probability Cluster analysis Loess Plateau Geologic hazard prevention and control Geological survey engineering
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Analysis of the Impact of Sterilization Qualification Rate of Disinfection Supply Center Equipment on Infection Occurrence in Geriatrics Department
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作者 Weijie Zhang Fengjuan Wang 《Journal of Clinical and Nursing Research》 2026年第1期360-365,共6页
As a critical department ensuring the sterility of hospital instruments,the Sterile Supply Center(SSC)directly impacts the sterility status of clinical instruments through its sterilization qualification rate.Geriatri... As a critical department ensuring the sterility of hospital instruments,the Sterile Supply Center(SSC)directly impacts the sterility status of clinical instruments through its sterilization qualification rate.Geriatric patients,due to physiological decline and compromised immune function,constitute a high-risk group for hospital-acquired infections,with more stringent requirements for instrument sterility.This paper analyzes the current status and influencing factors of sterilization qualification rates in SSCs,explores the mechanistic association between sterilization qualification rates and infections in geriatric departments,and proposes targeted strategies to improve sterilization qualification rates.It highlights the pivotal role of SSC instrument sterilization in infection prevention and control for geriatric patients,providing theoretical basis and practical guidance for optimizing SSC management,reducing infection rates in geriatric departments,and ensuring the safety of elderly patients’medical care.These findings aim to enhance overall infection management standards in hospitals. 展开更多
关键词 Central sterile supply(CSS) Sterilization compliance rate of medical devices Geriatrics department Hospital-acquired infections(HAI) Infection prevention and contr
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Prickly Pear May Be Hangover Preventative
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作者 Sarah Graham 张永红 《当代外语研究》 2004年第8期25-25,共1页
避免宿醉,来点仙人果吧!大醉一场或许还蛮爽的,不过第二天醒来后宿醉的痛苦有几人能受得了。在贪杯前先来点仙人果精华可以预防宿醉。模仿一句广告词,“有了仙人果,第二天舒服一点儿”。
关键词 仙人果 Prickly Pear May Be Hangover preventative BE
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The importance of preventative medicine in conjunction with modern day genetic studies 被引量:1
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作者 Sierra Sandler Lauren Alfino Mir Saleem 《Genes & Diseases》 SCIE 2018年第2期107-111,共5页
Genetic screening in the primary care setting is the future of preventative medicine.Genetic testing is an important medical tool for assessing various inheritable diseases,conditions,and cancers.The ability to diagno... Genetic screening in the primary care setting is the future of preventative medicine.Genetic testing is an important medical tool for assessing various inheritable diseases,conditions,and cancers.The ability to diagnose patients before symptoms surface can help lessen the severity of symptoms and promote quality of life.However,genetic screening can cause psychological distress from the knowledge of test results,in some cases only serving to increase the risk of developing a condition due to stress.Genetic testing can be conducted anytime in life,even before birth.In this review,a compilation of genetic testing’s definitions and boundaries,factors influencing an individual’s test outcomes,and an overview of a wide variety of diseases,conditions and cancers were collected. 展开更多
关键词 Cancer screening DNA testing Genetic abnormalities Genetic analysis Gene mutation Hereditary disorders Prevention of genetic diseases Primary care
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