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Large animal ischemic stroke models: replicating human stroke pathophysiology 被引量:11
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作者 Erin E.Kaiser Franklin D.West 《Neural Regeneration Research》 SCIE CAS CSCD 2020年第8期1377-1387,共11页
The high morbidity and mortality rate of ischemic stroke in humans has led to the development of numerous animal models that replicate human stroke to further understand the underlying pathophysiology and to explore p... The high morbidity and mortality rate of ischemic stroke in humans has led to the development of numerous animal models that replicate human stroke to further understand the underlying pathophysiology and to explore potential therapeutic interventions.Although promising therapeutics have been identified using these animal models,with most undergoing significant testing in rodent models,the vast majority of these interventions have failed in human clinical trials.This failure of preclinical translation highlights the critical need for better therapeutic assessment in more clinically relevant ischemic stroke animal models.Large animal models such as non-human primates,sheep,pigs,and dogs are likely more predictive of human responses and outcomes due to brain anatomy and physiology that are more similar to humans-potentially making large animal testing a key step in the stroke therapy translational pipeline.The objective of this review is to highlight key characteristics that potentially make these gyrencephalic,large animal ischemic stroke models more predictive by comparing pathophysiological responses,tissue-level changes,and model limitations. 展开更多
关键词 brain ischemia clinical translation gyrencephalic large animal model magnetic resonance imaging stroke
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Experimental animal models and infl ammatory cellular changes in cerebral ischemic and hemorrhagic stroke 被引量:30
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作者 Tao Yan Michael Chopp Jieli Chen 《Neuroscience Bulletin》 SCIE CAS CSCD 2015年第6期717-734,共18页
Stroke, including cerebral ischemia, intracerebral hemorrhage, and subarachnoid hemorrhage, is the leading cause of long-term disability and death worldwide. Animal models have greatly contributed to our understanding... Stroke, including cerebral ischemia, intracerebral hemorrhage, and subarachnoid hemorrhage, is the leading cause of long-term disability and death worldwide. Animal models have greatly contributed to our understanding of the risk factors and the pathophysiology of stroke, as well as the development of therapeutic strategies for its treatment. Further development and investigation of experimental models, however, are needed to elucidate the pathogenesis of stroke and to enhance and expand novel therapeutic targets. In this article, we provide an overview of the characteristics of commonly-used animal models of stroke and focus on the inflammatory responses to cerebral stroke, which may provide insights into a framework for developing effective therapies for stroke in humans. 展开更多
关键词 ischemic stroke hemorrhagic stroke animal model inflammatory cells
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Rodent models for experimental heat stroke research 被引量:1
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作者 Yong-qi ZHAO Fei ZOU Ming FAN 《中国应用生理学杂志》 CAS CSCD 2013年第6期534-537,542,共5页
Because of the aggressive threaten of heat stroke and a lack of understanding of the mechanism of action, mammal animal models for experimental heat stroke were well developed. During the past 5 decades, anesthetized ... Because of the aggressive threaten of heat stroke and a lack of understanding of the mechanism of action, mammal animal models for experimental heat stroke were well developed. During the past 5 decades, anesthetized mouse, rat, rabbit, dog, baboon and monkey were used as animal model for experimental heat stroke. However, anesthetized mammals models have some limitations, such as neuroprotective effect of anesthetic agents, possible disturbance on injury and recovery of stroke animals by anesthetic agents, difficulty of discussing animal behavior before and after heat stroke, it was also difficult for the models to evaluate cognitive function of animal under hot environment. Considering humanitarian, only awaked and unrestrained mouse heat stroke model was accepted so far. Therefore, we also developed an awaked and unrestrained rat heat stroke model, and found it was helpful to evaluate drug effectiveness for animal behavior and cognitive function under hot environment. 展开更多
关键词 啮齿类动物 模型实验 中暑 神经保护作用 动物模型 动物行为 认知功能 麻醉剂
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Middle cerebral artery occlusion methods in rat versus mouse model of transient focal cerebral ischemic stroke 被引量:1
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作者 Seunghoon Lee Minkyung Lee +5 位作者 Yunkyung Hong Jinyoung Won Youngjeon Lee Sung-Goo Kang Kyu-Tae Chang Yonggeun Hong 《Neural Regeneration Research》 SCIE CAS CSCD 2014年第7期757-758,共2页
Experimental stroke research commonly employs focal cerebral ischemic rat models (Bederson et al., 1986a; Longa et al., 1989). In human patients, ischemic stroke typically results from thrombotic or embolic occlusio... Experimental stroke research commonly employs focal cerebral ischemic rat models (Bederson et al., 1986a; Longa et al., 1989). In human patients, ischemic stroke typically results from thrombotic or embolic occlusion of a major cerebral artery, usually the mid- dle cerebral artery (MCA). Experimental focal cerebral ischemia models have been employed to mimic human stroke (Durukan and Tatlisumak, 2007). Rodent models of focal cerebral ischemia that do not require craniotomy have been developed using intraluminal suture occlusion of the MCA (MCA occlusion, MCAO) (Rosamond et al., 2008). Furthermore, mouse MCAO models have been wide- ly used and extended to genetic studies of cell death or recovery mechanisms (Liu and McCullough, 2011). Genetically engineered mouse stroke models are particularly useful for evaluation of isch- emic pathophysiology and the design of new prophylactic, neuro- protective, and therapeutic agents and interventions (Armstead et al., 2010). During the past two decades, MCAO surgical techniques have been developed that do not reveal surgical techniques for mouse MCAO model engineering. Therefore, we compared MCAO surgical methods in rats and mice. 展开更多
关键词 MCAO CCA Middle cerebral artery occlusion methods in rat versus mouse model of transient focal cerebral ischemic stroke
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Recent advances of optical imaging in animal stroke model 被引量:1
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作者 Zhen WANG 《Frontiers of Optoelectronics》 EI CSCD 2013年第2期134-145,共12页
Stroke is a major health concern and an intensive research subject due that it is the major cause of death and the leading cause of disability worldwide. The past three decades of clinical disappointments in treating ... Stroke is a major health concern and an intensive research subject due that it is the major cause of death and the leading cause of disability worldwide. The past three decades of clinical disappointments in treating stroke must compel us to rethink our strategy. New effective protocol for stroke could greatly benefit from the advances in optical imaging technologies. This review focuses on the latest advance of applications of three optical imaging techniques in animal model of stroke, such as photoacoustic (PA) imaging, laser speckle contrast imaging (LSCI) and two-photon microscopy (TPM). The potential roles of those techniques in the future of stroke management are also discussed. 展开更多
关键词 optical imaging photoacoustic (PA) imaging laser speckle contrast imaging (LSCI) two-photon micro- scopy (TPM) animal model stroke
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Mathematical Modeling and Software Application of Blood Flow for Therapeutic Management of Stroke
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作者 Babagana Gutti Alfred A. Susu Olufemi A. Fasanmade 《Engineering(科研)》 2012年第4期228-233,共6页
People in the rural areas do not have access to specialist medical care, and when they have complications of stroke, they do not have specialists to look at them and they cannot afford to travel to the cities. The pri... People in the rural areas do not have access to specialist medical care, and when they have complications of stroke, they do not have specialists to look at them and they cannot afford to travel to the cities. The primary health care centers are not equipped with sophisticated equipments. Medicine is about medication, treatment and management. In rural areas treatment is not available either because of accessibility or affordability. Even the few doctors that are available are not in primary health care centres. Well conserved one-dimensional non-linear equations of blood flow describing blood flow in distensible blood vessels were used to develop software. This model could describe discontinuities and disruption in blood flow. The computer software can be used for detecting artherosclerosis, stenosis and differentiation of haemorrhagic and ischaemic strokes for stroke management from simple measurements. The software developed is capable of computing the Siriraj and the Allen clinical scores. These scores have been proposed to help clinicians in making decisions while waiting for results of computerized tomography, hence clinicians can start anti-thrombotic treatment while waiting for the scan results. It is capable of simulating stenosis at different position and depth of flow along the arterial length, and can be used for diagnosis. The medical emphasis is on avoiding possible occurrence, every individual can know his status by inputting the required data such as flow and geometry of their arteries into the developed interface and such measurements can be obtained from simple Doppler measurements. 展开更多
关键词 stroke MATHEMATICAL model THERAPY SOFTWARE
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Efficiency of collective myosin Ⅱ motors studied with an elastic coupling power-stroke ratchet model
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作者 Zi-Qing Wang Jin-Fang Li +2 位作者 Ying-Ge Xie Guo-Dong Wang Yao-Gen Shu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第12期559-562,共4页
We proposed a modified ratchet model including power-stroke and elastic coupling to study the efficiency of collective non-processive motors such as myosin Ⅱ in muscle. Our theoretical results are in good agreement w... We proposed a modified ratchet model including power-stroke and elastic coupling to study the efficiency of collective non-processive motors such as myosin Ⅱ in muscle. Our theoretical results are in good agreement with the experimental data. Our study not only reveals that the maximum efficiency depends on elasticity and is independent of transition rates but also indicates that the parameters fitted to fast muscle are different from those fitted to a slow one. The latter may imply that the structure of the fast muscle is different from that of the slow one. The main reason that our model succeeds is that velocity in this model is an independent variable. 展开更多
关键词 efficiency of collective non-processive motors ratchet model power-stroke elasticity
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Nutritional Support under the Neuman Systems Model for Stroke Patients
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作者 Meifen Lv Jinyue Jiang +7 位作者 Luoqiong Lei Yuhua Gui Qiongfang Hu Fang Ye Lijuan Lu Hong Yang Na Yan Shiying Zhang 《Open Journal of Nursing》 2024年第7期329-343,共15页
Objective: To explore nutritional support under the Neuman systems model in treating dysphagia in stroke patients. Methods: In this retrospective study, we enrolled 97 patients with dysphagia after stroke admitted to ... Objective: To explore nutritional support under the Neuman systems model in treating dysphagia in stroke patients. Methods: In this retrospective study, we enrolled 97 patients with dysphagia after stroke admitted to our hospital, and randomly divided them into the Neuman group (n = 51) given nursing intervention based on Neuman systems model and a control group (n = 46) given routine nursing intervention. Both groups received nutritional support for 3 months. Nutritional indexes (serum total protein, plasma albumin, serum albumin, hemoglobin and transferrin levels) and immune indexes (immunoglobulin (Ig) A, IgG, IgM and total lymphocyte count (TLC) in both groups were recorded and compared. Pulmonary function recovery, video fluoroscopic swallowing study score, water swallowing test score, complication rate, and health knowledge mastery level were also compared between the two groups. Results: After the intervention, the Neuman group showed less decrease in the nutritional and immune index scores (serum total protein, plasma albumin, hemoglobin, serum albumin;IgA, IgG, IgM, and TLC;all P Conclusion: For patients with stroke and dysphagia, comprehensive nursing intervention (e.g., nutritional support) under theNeuman systems model can promote the recovery of immune, swallowing, and pulmonary function, reduce complication incidence and facilitate comprehensive rehabilitation, ensuring adequate nutritional intake. 展开更多
关键词 stroke DYSPHAGIA Neuman Systems model Nutritional Support Pulmonary Function
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Hidden Markov Models to Estimate the Lagged Effects of Weather on Stroke and Ischemic Heart Disease
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作者 Hiroshi Morimoto 《Applied Mathematics》 2016年第13期1415-1425,共12页
The links between low temperature and the incidence of disease have been studied by many researchers. What remains still unclear is the exact nature of the relation, especially the mechanism by which the change of wea... The links between low temperature and the incidence of disease have been studied by many researchers. What remains still unclear is the exact nature of the relation, especially the mechanism by which the change of weather effects on the onset of diseases. The existence of lag period between exposure to temperature and its effect on mortality may reflect the nature of the onset of diseases. Therefore, to assess lagged effects becomes potentially important. The most of studies on lags used the method by Lag-distributed Poisson Regression, and neglected extreme case as random noise to get correlations. In order to assess the lagged effect, we proposed a new approach, i.e., Hidden Markov Model by Self Organized Map (HMM by SOM) apart from well-known regression models. HMM by SOM includes the randomness in its nature and encompasses the extreme cases which were neglected by auto-regression models. The daily data of the number of patients transported by ambulance in Nagoya, Japan, were used. SOM was carried out to classify the meteorological elements into six classes. These classes were used as “states” of HMM. HMM was used to describe a background process which might produce the time series of the incidence of diseases. The background process was considered to change randomly weather states, classified by SOM. We estimated the lagged effects of weather change on the onset of both cerebral infarction and ischemic heart disease. This fact is potentially important in that if one could trace a path in the chain of events leading from temperature change to death, one might be able to prevent it and avert the fatal outcome. 展开更多
关键词 Hidden Markov model Self Organized Map stroke Cerebral Infarction Ischemic Heart Disease
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Hidden Markov Models and Self-Organizing Maps Applied to Stroke Incidence
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作者 Hiroshi Morimoto 《Open Journal of Applied Sciences》 2016年第3期158-168,共11页
Several studies were devoted to investigate the effects of meteorological factors on the occurrence of stroke. Regression models had been mostly used to assess the correlation between weather and stroke incidence. How... Several studies were devoted to investigate the effects of meteorological factors on the occurrence of stroke. Regression models had been mostly used to assess the correlation between weather and stroke incidence. However, these methods could not describe the process proceeding in the back-ground of stroke incidence. The purpose of this study was to provide a new approach based on Hidden Markov Models (HMMs) and self-organizing maps (SOM), interpreting the background from the viewpoint of weather variability. Based on meteorological data, SOM was performed to classify weather patterns. Using these classes by SOM as randomly changing “states”, our Hidden Markov Models were constructed with “observation data” that were extracted from the daily data of emergency transport at Nagoya City in Japan. We showed that SOM was an effective method to get weather patterns that would serve as “states” of Hidden Markov Models. Our Hidden Markov Models provided effective models to clarify background process for stroke incidence. The effectiveness of these Hidden Markov Models was estimated by stochastic test for root mean square errors (RMSE). “HMMs with states by SOM” would serve as a description of the background process of stroke incidence and were useful to show the influence of weather on stroke onset. This finding will contribute to an improvement of our understanding for links between weather variability and stroke incidence. 展开更多
关键词 Hidden Markov model Self Organized Maps stroke Cerebral Infarction
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颞肌横截面积和颞肌厚度预测急性缺血性脑卒中患者肌肉衰减状态的研究
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作者 曹磊 刘学春 +3 位作者 江伟 陈炎 严孙宏 杜静 《中国全科医学》 北大核心 2026年第8期997-1007,共11页
背景急性缺血性脑卒中(AIS)患者合并肌肉衰减状态与临床不良预后显著相关,因此,发掘简便易行且可操作性强的临床指标辅助筛查高危人群,已成为当前卒中康复与临床营养领域的交叉研究热点。目的探讨颞肌横截面积(TMA)和颞肌厚度(TMT)评估... 背景急性缺血性脑卒中(AIS)患者合并肌肉衰减状态与临床不良预后显著相关,因此,发掘简便易行且可操作性强的临床指标辅助筛查高危人群,已成为当前卒中康复与临床营养领域的交叉研究热点。目的探讨颞肌横截面积(TMA)和颞肌厚度(TMT)评估AIS患者肌肉衰减状态的可行性及临床价值。方法纳入2022年1月—2025年8月安徽医科大学第二附属医院收治的531例AIS患者(男347例,女184例),通过颅脑CT或MRI测量双侧TMA和TMT,并根据亚洲肌肉衰减症工作组(AWGS 2019)标准诊断肌肉衰减症。采用单因素及多因素Logistic回归分析筛选独立预测因素,构建预测模型并通过受试者工作特征曲线(ROC曲线)、校准曲线及临床决策曲线分析评估其效能。结果AIS患者肌肉衰减症患病率为19.96%(106/531),根据诊断标准将患者分为肌肉衰减组(n=106)与无肌肉衰减组(n=425)。肌肉衰减组患者TMA、TMT均低于无肌肉衰减组(P<0.001)。多因素Logistic回归分析结果显示,年龄(OR=1.717,95%CI=1.223~2.410)、美国国立卫生研究院卒中量表(NIHSS)评分(OR=3.213,95%CI=1.829~5.643)、营养风险筛查量表(NRS 2002)评分(OR=1.337,95%CI=1.045~1.711)及TMA(OR=0.781,95%CI=0.639~0.955)为AIS出现肌肉衰减症的独立影响因素(P<0.05)。为构建并验证肌肉衰减症风险预测模型,将所有研究对象按3∶1的比例随机分为训练集(n=398)与验证集(n=133)。基于多因素Logistic回归分析构建的最终模型公式为:Logit(P)=46.22122+0.08211×年龄+2.07856×(NRS 2002=1)-0.14480×TMA+18.32780×(NIHSS=1),并生成预测肌肉衰减症风险的列线图。预测模型在训练集中的ROC曲线下面积(AUC)为0.884(95%CI=0.782~0.947),在验证集中的AUC为0.808(95%CI=0.679~0.882)。校准曲线显示模型预测概率与实际概率一致性良好,临床决策曲线表明模型在广泛阈值概率范围内具有临床净获益。结论颞肌测量是评估AIS患者肌肉衰减状态的有效方法,基于年龄、NIHSS评分、NRS 2002评分和TMA构建的预测模型具有良好的判别效能与临床适用性,可作为AIS患者肌肉衰减症的早期识别的实用工具。 展开更多
关键词 缺血性脑卒中 颞肌 肌肉衰减症 预测模型 影响因素分析
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A more consistent intraluminal rhesus monkey model of ischemic stroke 被引量:6
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作者 Bo Zhao Guowei Shang +11 位作者 Jian Chen Xiaokun Geng Xin Ye Guoxun Xu Ju Wang Jiasheng Zheng Hongjun Li Fauzia Akbary Shengli Li Jing Lu Feng Ling Xunming Ji 《Neural Regeneration Research》 SCIE CAS CSCD 2014年第23期2087-2094,共8页
Endovascular surgery is advantageous in experimentally induced ischemic stroke because it causes fewer cranial traumatic lesions than invasive surgery and can closely mimic the pathophysiology in stroke patients. Howe... Endovascular surgery is advantageous in experimentally induced ischemic stroke because it causes fewer cranial traumatic lesions than invasive surgery and can closely mimic the pathophysiology in stroke patients. However, the outcomes are highly variable, which limits the accuracy of evaluations of ischemic stroke studies. In this study, eight healthy adult rhesus monkeys were randomized into two groups with four monkeys in each group: middle cerebral artery occlusion at origin segment (M1) and middle cerebral artery occlusion at M2 segment. The blood flow in the middle cerebral artery was blocked completely for 2 hours using the endovascular microcoil placement technique (1 mm × 10 cm) (undetachable), to establish a model of cerebral ischemia. The microcoil was withdrawn and the middle cerebral artery blood flow was restored. A reversible middle cerebral artery occlusion model was identified by hematoxylin-eosin staining, digital subtraction angiography, magnetic resonance angiography, magnetic resonance imaging, and neurological evaluation. The results showed that the middle cerebral artery occlusion model was successfully established in eight adult healthy rhesus monkeys, and ischemic lesions were apparent in the brain tissue of rhesus monkeys at 24 hours after occlusion. The rhesus monkeys had symptoms of neurological deficits. Compared with the M1 occlusion group, the M2 occlusion group had lower infarction volume and higher neurological scores. These experimental findings indicate that reversible middle cerebral artery occlusion can be produced with the endovascular microcoil technique in rhesus monkeys. The M2 occluded model had less infarction and less neurological impairment, which offers the potential for application in the field of brain injury research. 展开更多
关键词 nerve regeneration brain injury rhesus monkeys model middle cerebral artery MICROCOIL INFARCTION stroke interventional therapy digital subtraction angiography magnetic resonance image NEUROIMAGING NEUROREGENERATION
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急性缺血性脑卒中早期患者铁死亡模型评分与临床预后的相关性研究
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作者 王辉 胡玉姣 +1 位作者 李鹏飞 高南 《现代检验医学杂志》 2026年第1期132-136,共5页
目的探讨急性缺血性脑卒中患者早期铁死亡相关蛋白表达与神经功能恶化和预后的潜在联系。方法选取2020年1月~2022年12月中国人民解放军联勤保障部队第966医院收治的190例发病7天内的急性缺血性卒中患者作为研究对象。入院后24h内采集静... 目的探讨急性缺血性脑卒中患者早期铁死亡相关蛋白表达与神经功能恶化和预后的潜在联系。方法选取2020年1月~2022年12月中国人民解放军联勤保障部队第966医院收治的190例发病7天内的急性缺血性卒中患者作为研究对象。入院后24h内采集静脉血样,采用ELISA方法检测血浆中神经丝轻链(NfL)、4-羟基-2-壬烯醛(4-HNE)、8-羟基-2’-脱氧鸟苷(8-oxo-dG)和铁蛋白(Ft)的水平,通过公式计算铁死亡模型评分:-100×NfL+20×4-HNE+17×8-oxo-dG+170×Ft。以卒中发作后3个月的改良Rankin评分(mRS)来评估短期结局,将患者分为预后良好组(mRS≤2,n=136)和预后不良组(mRS≥3,n=54)。比较两组临床特征及铁死亡模型评分的差异,采用Logistic回归分析急性缺血性卒中患者3个月不良结局的影响因素。Spearman相关性分析铁死亡模型评分与美国国立卫生研究院卒中量表(NIHSS)评分的相关性。ROC曲线分析铁死亡模型评分预测急性缺血性卒中患者3个月不良结局的能力。结果与预后良好组相比,预后不良组的4-HNE水平(22.92±4.14ng/ml vs 21.06±2.57ng/ml),8-oxo-dG水平(7.00±1.05ng/ml vs 6.40±0.75ng/ml)和铁死亡模型评分(109.93±11.01 vs 90.44±6.67)均显著升高,NfL水平(91.83±5.20ng/ml vs 93.65±4.74ng/ml)显著降低,差异具有统计学意义(t=2.328~14.906,均P<0.05)。铁死亡模型评分(OR=1.633,95%CI=1.326~2.011)和白蛋白(Alb)(OR=63.266,95%CI=5.581~717.214)是急性缺血性卒中患者3个月不良结局的独立影响因素。相关性分析显示,铁死亡模型评分与入院时NIHSS评分、出院时NIHSS评分呈正相关(r=0.165、0.178,均P<0.05)。当铁死亡模型评分截断值为95.5时,其预测急性缺血性脑卒中患者3个月不良结局的AUC为0.931,敏感度为90.7%,特异度为75.0%。结论铁死亡模型评分与缺血性脑卒中后不良结局相关,并可用于预测患者的短期预后。 展开更多
关键词 铁死亡模型 急性缺血性脑卒中 美国国立卫生研究院卒中量表
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不同身体测量指标与脑卒中发病风险的巢式病例对照研究
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作者 王小楠 阮晓楠 +7 位作者 刘杨 吴抗 邱桦 刘庆平 宋家慧 高娇娇 周弋 刘晓琳 《中国全科医学》 北大核心 2026年第8期1020-1028,共9页
背景随着我国经济社会发展,超重/肥胖患病率显著上升,成为重大公共卫生问题。目前,常用的肥胖判断指标BMI和腰围(WC)无法区分皮下脂肪和内脏脂肪,而内脏脂肪与慢性病密切相关。因此,研究新型身体测量指标与脑卒中发病风险的相关性具有... 背景随着我国经济社会发展,超重/肥胖患病率显著上升,成为重大公共卫生问题。目前,常用的肥胖判断指标BMI和腰围(WC)无法区分皮下脂肪和内脏脂肪,而内脏脂肪与慢性病密切相关。因此,研究新型身体测量指标与脑卒中发病风险的相关性具有重要意义。目的探索不同身体测量指标与脑卒中发生的相关性及发生风险预测能力,旨在为社区开展慢性病健康管理及心脑血管疾病监测提供依据。方法基于浦东新区慢性病及其危险因素监测队列研究项目,采用巢式病例对照研究设计,选取参加2016年和2019年现场调查的研究对象,观察随访至2023-12-31,以发生脑卒中研究对象作为病例组,未发生者作为对照组。采用统一设计的流行病学调查表收集一般人口学资料、既往疾病史及家族史、相关疾病主要危险因素。收集体格检查和实验室检查指标。采用Logistic回归模型和限制性立方样条(RCS)回归模型分析不同身体测量指标与脑卒中之间的关联,并利用受试者工作特征(ROC)曲线评价不同身体测量指标对脑卒中的预测能力,采用DeLong检验进行两两比较。结果纳入分析的15440名研究对象中,共有930名发生脑卒中。BMI、WC、身体圆度指数(BRI)和中国人内脏脂肪指数(CVAI)每升高1个单位,脑卒中发生风险分别增加3.8%(OR=1.038,95%CI=1.017~1.058)、1.2%(OR=1.012,95%CI=1.004~1.020)、10.6%(OR=1.106,95%CI=1.042~1.174)、0.5%(OR=1.005,95%CI=1.003~1.007)(P<0.05)。RCS回归模型分析发现,BMI、WC和BRI与脑卒中发生风险之间存在线性剂量-反应关系(P_(总)<0.05,P_(非线性)>0.05),CVAI与脑卒中发生风险之间存在非线性剂量-反应关系(P_(总)<0.001,P_(非线性)=0.009)。ROC曲线结果显示,CVAI预测脑卒中发生风险的能力(AUC=0.66)优于BMI(Z=-12.713,P<0.001)、WC(Z=-13.512,P<0.001)和BRI(Z=-8.696,P<0.001)。结论BMI、WC、BRI和CVAI与脑卒中发病风险存在相关性。CVAI预测脑卒中发生风险优于BMI、WC和BRI,因此可作为预测脑卒中发生风险的适用指标。同时提示基层慢性病健康管理要进行综合管理,并做好体重管理,重点关注内脏肥胖的影响。 展开更多
关键词 脑卒中 内脏脂肪 巢式病例对照 LOGISTIC回归模型 风险预测
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基于Stroke的道路网匹配 被引量:1
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作者 王鹏 郑贵省 +2 位作者 王元 车亚辉 李月明 《军事交通学院学报》 2015年第10期86-90,共5页
路网匹配一直是路网数据更新和变化发现的关键技术。针对用"弧段—节点"模型表达的路网数据,采用Stroke(路化)技术将离散的道路弧段构建成一个整体。根据Stroke长度进行等级划分,在此基础上,建立具备关联节点Stroke的分组,根... 路网匹配一直是路网数据更新和变化发现的关键技术。针对用"弧段—节点"模型表达的路网数据,采用Stroke(路化)技术将离散的道路弧段构建成一个整体。根据Stroke长度进行等级划分,在此基础上,建立具备关联节点Stroke的分组,根据分组序号作为索引对路网进行匹配,并通过实例对该方法进行验证。 展开更多
关键词 路网 “弧段一节点”模型 stroke 整体性
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脑卒中病人导管相关性尿路感染风险预测模型的构建和评价
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作者 王丽娜 王丽丽 李亚男 《全科护理》 2026年第2期212-216,共5页
目的:探讨脑卒中病人导管相关性尿路感染(CAUTI)的危险因素,构建风险预测模型,并评价其应用效果。方法:选取2021年11月—2023年11月医院收治的350例脑卒中病人作为建模组,对所有病人临床资料进行回顾性分析,将70例发生CAUTI病人纳入感染... 目的:探讨脑卒中病人导管相关性尿路感染(CAUTI)的危险因素,构建风险预测模型,并评价其应用效果。方法:选取2021年11月—2023年11月医院收治的350例脑卒中病人作为建模组,对所有病人临床资料进行回顾性分析,将70例发生CAUTI病人纳入感染组,将280例未发生CAUTI病人纳入非感染组。采用单因素、Logistic回归分析脑卒中病人发生CAUTI的危险因素,并构建风险预测模型,采用受试者工作特征(ROC)曲线评价模型的预测效能。另选取2023年12月—2024年12月医院收治的95例脑卒中病人作为验证组,评价其应用效果。结果:350例脑卒中病人中有70例发生CAUTI,占20.00%(70/350)。单因素分析结果表明,感染组性别、年龄、住院时间、尿管留置时间、导尿管插管次数、D-二聚体水平、糖尿病病史、意识障碍情况与非感染组比较差异有统计学意义(P<0.05)。Logistic回归分析结果表明,女性、年龄>75岁、住院时间≥10 d、尿管留置时间>7 d、导尿管插管次数>3次、D-二聚体>0.5 mg/L、合并糖尿病病史、意识障碍是脑卒中病人发生CAUTI的危险因素(P<0.05)。构建风险预测模型,ROC曲线下面积(AUC)为0.858[95%CI(0.875,0.962)],约登指数最大为0.705,灵敏度为0.842,特异度为0.865。结论:女性、高龄、住院时间长、尿管留置时间长、导尿管插管次数多、D-二聚体水平升高、合并糖尿病史、意识障碍均是脑卒中病人发生CAUTI的危险因素,临床应合理评估CAUTI高危因素,做到早识别、早预防,积极采取有效护理措施以降低脑卒中病人留置尿管后CAUTI发生率。 展开更多
关键词 脑卒中 导管相关性尿路感染 危险因素 风险预测模型
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基于stroke分级的道路网匹配研究 被引量:1
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作者 王鹏 郑贵省 +3 位作者 周伟 王元 车亚辉 李月明 《国防交通工程与技术》 2015年第5期16-18,34,共4页
路网匹配一直是路网数据更新和变化发现的关键技术。针对用"弧段—结点"模型表达的路网数据,设计了stroke生成方法,对路网进行了stroke生成,并根据stroke长度进行了等级划分。在等级划分的基础上,提出了基于stroke分级的路网... 路网匹配一直是路网数据更新和变化发现的关键技术。针对用"弧段—结点"模型表达的路网数据,设计了stroke生成方法,对路网进行了stroke生成,并根据stroke长度进行了等级划分。在等级划分的基础上,提出了基于stroke分级的路网匹配算法。通过仿真验证,该匹配算法对研究数据进行stroke匹配的正确率达到91.4%,能得到较好的匹配效果。 展开更多
关键词 路网 匹配 “弧段-结点”模型 stroke 分级
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融合机制模型与LightGBM残差补偿的大行程数控铣床加工误差预测方法
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作者 任重义 耿文博 《机床与液压》 北大核心 2026年第1期62-69,共8页
针对大行程数控铣床加工过程中运动链复杂及多种误差源耦合作用下传统机制模型预测精度不足的问题,提出一种融合机制模型与LightGBM残差补偿的大行程数控铣床加工误差预测方法。对大行程数控铣床的多源误差产生机制展开研究,建立几何运... 针对大行程数控铣床加工过程中运动链复杂及多种误差源耦合作用下传统机制模型预测精度不足的问题,提出一种融合机制模型与LightGBM残差补偿的大行程数控铣床加工误差预测方法。对大行程数控铣床的多源误差产生机制展开研究,建立几何运动误差、拼接误差、热变形误差模型。基于机床运动链结合多体系统理论与齐次坐标变换,建立大行程数控铣床多源误差综合模型,作为误差预测基础模型。针对机制模型预测存在的残差,通过引入集成学习策略,构建基于LightGBM的残差补偿模型用于补偿残差。结果表明:相较于传统机制模型,所提出的融合模型的平均绝对误差(MAE)和均方根误差(RMSE)分别降低29.9%、36%;在与机制模型结合决策树、随机森林及支持向量机等方法的对比中,该融合模型在MAE、RMSE和决定系数(R^(2))上均表现最优,同时训练效率大幅提升,训练时间较对比方法分别减少52%、61%、63%。该融合方法有效结合了机制模型的物理解释性与LightGBM处理非线性关系的高效性,能够更精确地捕捉复杂误差波动,为大行程数控铣床实现高精度加工与实时误差补偿提供了可靠的技术途径。 展开更多
关键词 大行程数控铣床 多源误差分析 机制模型 集成学习 融合模型
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低速二冲程柴油机扫气模型研究综述
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作者 王映远 张瑞平 +3 位作者 魏江山 王园丁 杨名洋 邓康耀 《柴油机》 2026年第1期1-9,共9页
综述低速二冲程柴油机扫气模型的研究进展,重点分析在当前低速机冲程缸径比不断增大趋势下,现有扫气模型面临的挑战及未来发展方向。研究表明,伴随超长冲程设计的普及,现有的扫气模型在模拟此类机型的高效扫气过程方面暴露出局限性,尤... 综述低速二冲程柴油机扫气模型的研究进展,重点分析在当前低速机冲程缸径比不断增大趋势下,现有扫气模型面临的挑战及未来发展方向。研究表明,伴随超长冲程设计的普及,现有的扫气模型在模拟此类机型的高效扫气过程方面暴露出局限性,尤其是在准确预测缸内残余废气质量分数分布、扫气效率及对扫气系统结构参数敏感性方面。回顾经典扫气模型以及基于人工智能的神经网络模型等,指出这些模型虽在一定程度上反映了扫气过程的基本特性,但在应对超长冲程低速机特有的流场特征和扫气机制时,模型的适应性和准确性不足,尤其是未能充分考虑扫气倾斜角、气缸几何形状对扫气效果的具体影响,以及如何在模型中准确刻画缸内复杂的流动结构。指出未来扫气模型的发展须侧重于构建能准确反映超长冲程直流扫气特性的模型,包括但不限于考虑扫气系统结构参数对扫气性能影响、实现对缸内残余废气质量分数分布预测、结合机器学习提升模型的通用性和计算效率等,对于拓展模型的应用范围贡献了有价值的参考和启示。 展开更多
关键词 低速柴油机 直流扫气 超长冲程 性能预测模型
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基于情绪智力模型的护理对首发缺血性脑卒中病人卒中后疲乏症状的影响
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作者 卢月 刘丽 陈莉 《全科护理》 2026年第2期292-296,共5页
目的:探讨基于情绪智力模型的护理对首发缺血性脑卒中病人卒中后疲乏症状的干预效果。方法:选取2023年6月—2024年10月江南大学附属医院收治的157例首发缺血性脑卒中病人作为研究对象,采用随机数字表法将其分为对照组78例、观察组79例... 目的:探讨基于情绪智力模型的护理对首发缺血性脑卒中病人卒中后疲乏症状的干预效果。方法:选取2023年6月—2024年10月江南大学附属医院收治的157例首发缺血性脑卒中病人作为研究对象,采用随机数字表法将其分为对照组78例、观察组79例。对照组实施常规护理,观察组实施基于情绪智力模型的护理,比较两组疲乏程度(疲劳严重程度量表)、情绪状态[医院焦虑抑郁量表(Hospital Anxiety and Depression Scale,HADS)]及应对能力。结果:干预后,观察组疲劳严重程度量表、焦虑、抑郁、屈服、回避评分低于对照组;面对维度评分高于对照组(P<0.05)。结论:基于情绪智力模型的护理可有效改善首发缺血性脑卒中病人疲乏症状,减轻其焦虑、抑郁负性情绪,积极应对疾病。 展开更多
关键词 情绪智力模型 首发缺血性脑卒中 卒中后疲乏 情绪状态 应对能力
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