1.Risk factors and a prediction model for malnutrition after traumatic brain injury
Heping LI ; Zhanmin DING ; Xing ZHANG ; Xuanxuan ZHOU ; Shuya SONG ; Peng LIU ; Cuixia LAN ; Ning WANG
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(11):1011-1016
Objective:To explore the risk factors for malnutrition after a traumatic brain injury and to construct a model which usefully predicts that risk.Methods:This was a retrospective study of 374 patients with a craniocerebral injury for whom the relevant clinical data were available. Based on their nutritional status, they were stratified into a malnutrition group ( n=220) and a control group ( n=154). Univariate and multivariate logistic regressions were evaluated seeking to identify the independent risk factors associated with malnutrition, and a prediction model was constructed based on the results. The model′s discrimination ability and accuracy were assessed using a receiver operating characteristics (ROC) curve. Results:A total of 220 patients (58.8%) developed malnutrition. Multifactorial logistic regression analysis showed that the independent risk factors for malnutrition were: age ≥60 years, pulmonary infection, dysphagia, cognitive impairment, a GCS score ≤8, or a Barthel index ≤40. In the ROC curve analysis, the area under the curve quantifying the model′s ability to predict malnutrition was 0.924 (95% CI: 0.896, 0.951), with a sensitivity of 0.868 and a specificity of 0.857, indicating its good prediction performance. Conclusions:Age ≥60 years, pulmonary infection, dysphagia, cognitive impairment, a GCS score ≤8 or a Barthel index ≤40 are independent predictors of malnutrition after a traumatic brain injury. The prediction model constructed based on those risk factors has demonstrated useful predictive power for malnutrition.
2.Risk factors and a prediction model for malnutrition after traumatic brain injury
Heping LI ; Zhanmin DING ; Xing ZHANG ; Xuanxuan ZHOU ; Shuya SONG ; Peng LIU ; Cuixia LAN ; Ning WANG
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(11):1011-1016
Objective:To explore the risk factors for malnutrition after a traumatic brain injury and to construct a model which usefully predicts that risk.Methods:This was a retrospective study of 374 patients with a craniocerebral injury for whom the relevant clinical data were available. Based on their nutritional status, they were stratified into a malnutrition group ( n=220) and a control group ( n=154). Univariate and multivariate logistic regressions were evaluated seeking to identify the independent risk factors associated with malnutrition, and a prediction model was constructed based on the results. The model′s discrimination ability and accuracy were assessed using a receiver operating characteristics (ROC) curve. Results:A total of 220 patients (58.8%) developed malnutrition. Multifactorial logistic regression analysis showed that the independent risk factors for malnutrition were: age ≥60 years, pulmonary infection, dysphagia, cognitive impairment, a GCS score ≤8, or a Barthel index ≤40. In the ROC curve analysis, the area under the curve quantifying the model′s ability to predict malnutrition was 0.924 (95% CI: 0.896, 0.951), with a sensitivity of 0.868 and a specificity of 0.857, indicating its good prediction performance. Conclusions:Age ≥60 years, pulmonary infection, dysphagia, cognitive impairment, a GCS score ≤8 or a Barthel index ≤40 are independent predictors of malnutrition after a traumatic brain injury. The prediction model constructed based on those risk factors has demonstrated useful predictive power for malnutrition.
3.Effects of different anesthesia methods on cognitive function in elderly patients with intracranial tumors at different time points
Lingling FAN ; Cuixia DING ; Dongmei CHEN
Practical Oncology Journal 2017;31(3):238-241
Objective The objective of this study was to observed the effect of target control intravenous (TCI) anesthesia and intravenous inhalational anesthesia in the postoperative cognitive function in elderly patients with intracranial tumor at different time points.Methods Seventy patients were divided into the experimental and control groups according to the different methods of intraoperative anesthesia.The experimental group was selected to treat with propofol combined with remifentanil TCI anesthesia,and the control group was treated with intravenous anesthetics combined with inhalation isoflurance.Recovery time of respiration,time of opening eyes,extuation time,orientation recovery time,OAAS score before and after operation,and cognitive function (MMSE)were observed in two groups.Results They were no differences in the recovery time of respiration,time of opening eyes and extubation time in two groups (P > 0.05).The orientation recovery time in the experimental group was 20.4 ± 5.8 min and 23.2 ± 4.3 min in the control group.They had significantly different between experimental and control groups (P < 0.05).The time of extubation,leaving the operating room and after 1 h of extubation,OAAS point for the experimental group was 3.3 ± 0.5,4.2 ± 0.4,4.6 ± 0.6 min,respectively,and 2.3 ± 0.2,3.3± 0.4,3.9 ± 0.3 in the control group,respectively.They were significantly different between the experimental and control groups(P < 0.05).Prior to treatment,there was no significant difference in MMSE score between the two groups(P >0.05).MMSE score was 25.0 ±0.4 and 27.9 ± 1.1 in the experimental group after treatment for 24 h and 48 h,respectively.MMSE score in the control group was 23.2 ±0.9 and 25.8 ± 1.3 after treatment for 24 and 48 h,respectively.There had a significant different from two groups (P < 0.05).Conclusion For elderly patients with intracranial tumor surgery,TCI anesthesia with propofol and remifentanil is stable and awake,and the effect on postoperative cognitive function is relatively small.

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