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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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基于Stroke BERT的中风知识图谱与智能诊疗研究
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作者 于惠 祖红月 +1 位作者 王卫东 刘洪运 《计算机技术与发展》 2026年第2期126-131,共6页
为促进中医精准医疗发展,本研究聚焦中风病,构建了“领域自适应预训练—跨模态知识对齐—混合增强推理”框架。首先,基于中医文献与病历构建Stroke BERT预训练模型,采用动态全词掩码增强中医隐喻语义表征。实验表明,Stroke BERT在中医... 为促进中医精准医疗发展,本研究聚焦中风病,构建了“领域自适应预训练—跨模态知识对齐—混合增强推理”框架。首先,基于中医文献与病历构建Stroke BERT预训练模型,采用动态全词掩码增强中医隐喻语义表征。实验表明,Stroke BERT在中医特异性任务上显著优于通用BERT(F 1值达83.24%和98.15%),有效提升信息提取精度。其次,构建中西医融合中风知识图谱,通过BERT-INT模型实现中西医实体对齐,突破语义壁垒。在此基础上,提出KG-LLM协同推理架构,通过动态提示工程将知识图谱路径与GLM-4模型深度耦合。在Stroke QA和Stroke CQ数据集上,该架构的诊断符合率分别提升至59.05%和78.10%,较独立大语言模型显著提高(分别提升10.48和7.62百分点),实现了诊疗可解释性与准确性的双重提升。为中医知识图谱构建提供了领域适配方法,为多模态医学数据融合与智能诊疗提供了创新技术支撑。 展开更多
关键词 中风 stroke BERT 知识图谱 大语言模型 智能诊疗
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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:2
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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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基于共享决策的老年脑卒中患者康复训练模式效果分析
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作者 林娜 陶跃 +2 位作者 黄海萍 李芳河 舒美春 《温州医科大学学报》 2026年第3期216-221,227,共7页
目的:探讨基于共享决策模式在老年脑卒中康复训练中的应用效果。方法:将2023年12月至2024年12月在温州医科大学附属第一医院神经内科住院的120例老年脑卒中患者作为研究对象,按照随机数字表法分成对照组(n=60)和观察组(n=60);对照组实... 目的:探讨基于共享决策模式在老年脑卒中康复训练中的应用效果。方法:将2023年12月至2024年12月在温州医科大学附属第一医院神经内科住院的120例老年脑卒中患者作为研究对象,按照随机数字表法分成对照组(n=60)和观察组(n=60);对照组实施常规康复护理,观察组在常规康复护理基础上进行共享决策康复训练干预。比较两组决策参与满意度、疾病管理积极性、健康行为能力、焦虑状况、日常生活自理能力。结果:共享决策康复训练干预后3个月,观察组决策参与满意度(P<0.001)、疾病管理积极度(P<0.05)、健康行为能力(P<0.001)、焦虑状况(P<0.001)、日常生活自理能力(P<0.001)得分均优于对照组。结论:共享决策康复训练干预模式可提高老年脑卒中患者决策参与满意度,提升疾病管理积极性及健康行为能力,改善焦虑状况,提高日常生活自理能力。 展开更多
关键词 共享决策模式 老年人 脑卒中 康复训练
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基于二元疾病管理与适时干预模式的出院准备服务对脑卒中患者的应用价值
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作者 朱娅 陈艳丽 朱名超 《实用心电与临床诊疗》 2026年第1期123-128,134,共7页
目的探讨基于二元疾病管理与适时干预模式的出院准备服务方案在脑卒中患者中的应用效果。方法选取脑卒中患者82例及其照顾者为研究对象,随机分为对照组与干预组,每组各41对。对照组接受神经内科常规护理,干预组在常规护理基础上实施基... 目的探讨基于二元疾病管理与适时干预模式的出院准备服务方案在脑卒中患者中的应用效果。方法选取脑卒中患者82例及其照顾者为研究对象,随机分为对照组与干预组,每组各41对。对照组接受神经内科常规护理,干预组在常规护理基础上实施基于二元疾病管理与适时干预模式的出院准备服务方案。分别在入院初期、出院24 h、出院后第3个月及第6个月,比较两组患者的家庭照顾者胜任能力、患者-照顾者依赖关系评分及患者日常生活活动能力(activities of daily living,ADL)评分。结果两组患者及其照顾者的基线资料比较,差异无统计学意义(均P>0.05)。出院时,干预组家庭照顾者胜任能力评分较对照组显著下降(P<0.01)。在远期ADL方面,两组患者的巴氏日常生活功能评定指数(Barthel index,BI)评分随时间的延长均显著提高(P<0.01),且干预组在出院后3个月、6个月的BI评分均高于对照组(P<0.05)。干预组患者-照顾者依赖关系评分亦优于对照组(P<0.05)。结论二元疾病管理模式能有效提升脑卒中患者主要照顾者的照顾能力,并通过分阶段、动态调整的出院准备计划,增强患者与照顾者之间的支持与协作关系,进而促进患者ADL的恢复。 展开更多
关键词 二元疾病管理 适时干预模式 脑卒中 出院准备服务 照顾者 相依关系
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醒后卒中静脉溶栓患者预后影响因素及其预测模型构建
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作者 夏慧 姜爱钟 +4 位作者 林福军 张建明 周畅 任玲 张正生 《脑与神经疾病杂志》 2026年第2期85-90,共6页
目的分析醒后卒中静脉溶栓患者预后影响因素,并构建预测模型。方法回顾性纳入2023年1月至2025年1月东南大学附属中大医院收治的接受静脉溶栓治疗的醒后卒中患者193例,以治疗后90 d改良Rankin量表(mRS)评分分为预后良好组(mRS≤2分)、预... 目的分析醒后卒中静脉溶栓患者预后影响因素,并构建预测模型。方法回顾性纳入2023年1月至2025年1月东南大学附属中大医院收治的接受静脉溶栓治疗的醒后卒中患者193例,以治疗后90 d改良Rankin量表(mRS)评分分为预后良好组(mRS≤2分)、预后不良组(mRS>2分)。Logistic回归分析醒后卒中静脉溶栓患者预后影响因素,并建立Logistic回归方程模型,通过受试者工作作特征(ROC)曲线、校准曲线、决策曲线评价模型效能。结果Logistic回归分析结果显示,醒后卒中静脉溶栓患者预后的危险因素为年龄、美国国立卫生研究院卒中量表(NIHSS)评分、同型半胱氨酸(Hcy)、中性粒细胞与淋巴细胞比率(P<0.05)。根据变量回归系数构建Logistic回归预测模型,logit(P)=-26.404+0.064×年龄+0.671×NIHSS评分+2.326×中性粒细胞与淋巴细胞比率+0.325×Hcy。阈值取0.328时,约登指数最大值为0.880,此时模型预测醒后卒中静脉溶栓患者预后的ROC曲线下面积(AUC)为0.967。校正曲线、决策曲线分析预测模型具有良好一致性与净获益。结论在醒后卒中接受静脉溶栓治疗的患者中年龄、NIHSS评分、血清Hcy水平以及中性粒细胞与淋巴细胞比率是影响预后的关键危险因素。通过整合这些指标建立的Logistic回归预测模型具有良好的判别效能,能够为临床医师提供可靠的预后评估工具,指导个体化治疗决策的制定。 展开更多
关键词 醒后卒中 静脉溶栓 预后 预测模型
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急性脑卒中患者医院获得性肺炎危险因素及预测模型的构建
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作者 孙洁 黄钟 +3 位作者 黄芳 张晓晓 李义芳 何文英 《中华医院感染学杂志》 北大核心 2026年第4期536-540,共5页
目的分析急性脑卒中患者医院获得性肺炎的危险因素,开发和验证风险预测模型以早期识别高风险患者。方法以石河子大学第一附属医院卒中中心2021年1月-2023年12月收治的急性脑卒中患者1481例为研究对象。患者按照7∶3的比例随机分为训练... 目的分析急性脑卒中患者医院获得性肺炎的危险因素,开发和验证风险预测模型以早期识别高风险患者。方法以石河子大学第一附属医院卒中中心2021年1月-2023年12月收治的急性脑卒中患者1481例为研究对象。患者按照7∶3的比例随机分为训练集和验证集,采用logistic回归分析急性脑卒中患者发生医院获得性肺炎的危险因素并构建预测模型,使用受试者工作特征(ROC)曲线对预测模型进行评价,并将构建的模型通过列线图的形式可视化。结果留置鼻饲(OR=6.953,95%CI:4.340~11.140)、使用抑酸剂(OR=2.197,95%CI:1.410~3.425)、脑卒中类型(OR=37.991,95%CI:4.031~358.066)、手术(OR=4.351,95%CI:2.448~7.730)、GCS评分(OR=1.057,95%CI:1.006~1.110)、血糖水平(OR=1.057,95%CI:1.009~1.108)是急性脑卒中患者发生医院获得性肺炎的危险因素,白球比值升高(OR=0.173,95%CI:0.097~0.311)是保护因素,以此构建预测模型和列线图并进行内部验证。预测模型显示出良好的性能:ROC曲线下面积为0.868(95%CI:0.843~0.894),灵敏度为85.70%,特异度为74.00%,模型校准良好,Hosmer-Lemeshow检验P=0.674。结论本研究构建了急性脑卒中患者医院获得性肺炎风险的预测模型,该模型为临床医生提供了早期识别高风险人群的有效、实用工具,对预防和减少医院获得性肺炎发生有重要意义。 展开更多
关键词 医院获得性肺炎 急性脑卒中 危险因素 预测模型 内部验证 出血性脑卒中 缺血性脑卒中 出血合并缺血性脑卒中
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急性缺血性脑卒中住院老年患者认知衰弱现状及影响因素研究
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作者 黄翠艳 温思 +6 位作者 梁朝莹 李松良 覃祖业 农珍儒 黎彩霞 梁晨蕾 杨少媚 《中国老年保健医学》 2026年第1期59-66,共8页
目的探讨急性缺血性脑卒中(AIS)住院老年患者认知衰弱的患病率及影响因素,为老年患者的健康管理和干预提供参考。方法选取2022年12月至2023年12月钦州市第一人民医院老年医学科及神经内科收治的老年AIS患者,根据是否存在认知衰弱将患者... 目的探讨急性缺血性脑卒中(AIS)住院老年患者认知衰弱的患病率及影响因素,为老年患者的健康管理和干预提供参考。方法选取2022年12月至2023年12月钦州市第一人民医院老年医学科及神经内科收治的老年AIS患者,根据是否存在认知衰弱将患者分为非认知衰弱组(166例)和认知衰组(60例),利用SPSS 27.0统计软件分析数据,通过比较社会人口学特征、疾病相关资料等观察指标了解认知衰弱的分布情况,采用二分类Logistic回归分析及ROC曲线分析筛选出认知衰弱发生的危险因素、保护因素及预测价值。结果共纳入226例患者,认知衰弱患病率为26.5%(60例)。单因素分析显示:女性、高龄、低教育水平、无配偶、高血压、高NIHSS/mRS评分、低ADL评分、Hcy升高、NLR/PLR升高、淋巴细胞及血红蛋白降低与认知衰弱显著相关(P<0.05)。多因素回归:年龄(OR=1.113)、高血压(OR=3.411)、中性粒细胞升高(OR=1.168)为危险因素,高ADL评分(OR=0.970)为保护因素(均P<0.05)。预测模型ROC曲线分析:老年AIS患者发生认知衰弱的预测模型回归方程:F=-8.636+0.107×年龄+1.227×高血压(有)-0.03×ADL评分-0.155×中性粒细胞,预测模型:Y=ExP(F)/[1+ExP(F)]。AUC为0.806,敏感度为80.0%,特异度为75.9%。结论住院老年AIS患者认知衰弱患病率较高,高龄、高血压、炎症反应及低生活能力是主要影响因素,需给予针对性健康管理和干预。 展开更多
关键词 老年 缺血性脑卒中 认知衰弱 回归分析 预测模型
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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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