脑卒中吞咽障碍患者IOE风险评估及模型构建OA
IOE risk assessment and model construction in stroke patients with dysphagia
目的 探讨脑卒中吞咽障碍行间歇经口至食管管饲法(intermittent oro-esophageal tube feeding,IOE)发生误吸的风险评估及模型构建.方法 选取 2020 年 1 月至 2022 年 12 月温州医科大学附属第二医院就诊的脑卒中吞咽障碍行IOE的 146 例患者为研究对象,根据IOE后是否误吸将其分为未误吸组(117 例)和误吸组(29 例),收集患者的临床资料,采用多因素Logistic回归分析患者发生误吸的危险因素,并建立列线图预测模型,利用C指数进行区分度评价,校准曲线进行列线图拟合度检测.结果 两组患者的脑卒中病史、误吸史、脑卒中部位、自主咳嗽、洼田饮水试验、美国国立卫生研究院卒中量表(National Institutes of Health stroke scale,NIHSS)评分、置管体位、置管深度比较差异均有统计学意义(P<0.05);多因素Logistic回归分析结果显示,有脑卒中病史、有误吸史、脑卒中部位为脑干、洼田饮水试验 4~5级、NIHSS评分高、侧卧位置管、置管深度低均是脑卒中吞咽障碍行IOE患者误吸的危险因素(P<0.05),自主咳嗽是脑卒中吞咽障碍行 IOE 患者误吸的保护因素(P<0.05);列线图预测模型判断误吸风险的 C 指数为 0.705(95%CI:0.591~0.857),Hosmer-Lemeshow 检验模型的拟合度良好;受试者操作特征曲线结果显示列线图预测模型的曲线下面积为 0.756,敏感度为 75.42%,特异性为 77.09%.结论 脑卒中病史、误吸史、脑卒中部位、自主咳嗽、洼田饮水试验、NIHSS评分、置管体位、置管深度均是脑卒中吞咽障碍行IOE患者误吸的影响因素,模型构建成功,构建的模型有良好的区分度和拟合度.
Objective To investigate the risk assessment and model construction of intermittent oro-esophageal tube feeding(IOE)for stroke patients with dysphagia.Methods A total of 146 patients with stroke dysphagia who received IOE in the Second Affiliated Hospital of Wenzhou Medical University from January 2020 to December 2022 were selected as study objects.According to whether or not they were aspirated after IOE,they were divided into non-aspiration group(117 cases)and aspiration group(29 cases).Clinical data of patients were collected.Multivariate Logistic regression was used to analyze the risk factors of aspiration in patients,and a nomogram prediction model was established.The C-index was used for differentiation evaluation,and the calibration curve was used to detect the nomogram fit degree.Results There were statistically significant differences in stroke history,aspiration history,stroke site,spontaneous cough,Wada drinking water test,National Institutes of Health stroke scale(NIHSS)score,catheter placement position,and catheter depth between two groups(P<0.05).Multivariate Logistic regression analysis showed that stroke history,aspiration history,brain stem location of stroke,grade 4 to 5 of Wada drinking water test,high NIHSS score,lateral position tube,and low catheter depth were all risk factors for aspiration in IOE patients with dysphagia of stroke(P<0.05),spontaneous cough was a protective factor for aspiration in IOE patients with dysphagia of stroke(P<0.05).The C-index of nomogram prediction model to judge aspiration risk was 0.705(95%CI:0.591-0.857),and Hosmer-Lemeshow test model fit well.The receiver operating characteristic curve results showed that the area under the curve of nomogram prediction model was 0.756,the sensitivity was 75.42%,and the specificity was 77.09%.Conclusion Stroke history,aspiration history,stroke site,spontaneous cough,Wada drinking water test,NIHSS score,placement position,and placement depth were all influential factors for aspiration in IOE patients with stroke dysphagia.The model was successfully constructed,and the constructed model had good differentiation and fitting degree.
蔡晓调;陆艳
温州医科大学附属第二医院康复科,浙江温州 325200温州医科大学附属第二医院综合康复科,浙江温州 325200
临床医学
脑卒中吞咽障碍间歇经口至食管管饲法风险评估预测模型
StrokeDysphagiaIntermittent oro-esophageal tube feedingRisk assessmentPrediction model
《中国现代医生》 2024 (013)
15-20 / 6
浙江省温州市基础性公益科研项目(Y20220479)
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