医学
谵妄
回顾性队列研究
队列
内科学
比例危险模型
外科
胶质母细胞瘤
危险系数
逻辑回归
多元分析
风险因素
置信区间
入射(几何)
重症监护医学
光学
物理
癌症研究
作者
Patrick M. Flanigan,Arman Jahangiri,Drew Weinstein,Fara Dayani,Ankush Chandra,Ishan Kanungo,Sarah Choi,Sujatha Sankaran,Annette M. Molinaro,Michael W. McDermott,Mitchel S. Berger,Manish K. Aghi
出处
期刊:Neurosurgery
[Oxford University Press]
日期:2018-02-16
卷期号:83 (6): 1161-1172
被引量:34
标识
DOI:10.1093/neuros/nyx606
摘要
Abstract BACKGROUND Delirium is a postoperative neurological morbidity in glioblastoma whose risk factors, incidence, and prognostic implications remain undefined. OBJECTIVE To develop an algorithm using preoperative factors to predict postoperative delirium. METHODS Retrospective analysis of 554 consecutive patients (mean age = 61.5 yr; 42% female) undergoing first glioblastoma procedure at our institution 2005 to 2011. RESULTS Postoperative delirium occurred in 7% of patients (n = 38). Patients undergoing biopsy (10%; n = 54) did not experience delirium. In patients undergoing resection (n = 500), multivariate logistic regression identified 5 factors independently predicting postoperative delirium: age, chronic pulmonary disease, psychiatric history, bihemispheric tumors, and tumor size. We developed a score function entitled “GRAD” (Glioblastoma Risk Assessment for Delirium) to stratify patients into risk categories by assigning point(s) to each preoperative factor based on the relative magnitude of its regression coefficient. Point totals were summed for each patient: patients with 0 to 2 (n = 227) and 3 to 7 (n = 221) points were designated as low and high risk with postoperative delirium rates of 2% vs 15%, respectively (chi-square; P < .001), with the model validated using a separate patient cohort. Postoperative delirium lengthened hospital stays ( P < .001), decreased likelihood of discharge home ( P < .001), and was independently associated with decreased survival (4.5 vs 13.4 mo; hazard ratio = 1.9 [1.2-2.8]) in multivariate analysis. CONCLUSION We developed a model to predict development of postoperative delirium using 2 tumor-specific (bihemispheric tumors and tumor size) and 3 patient-specific (age, psychiatric history, and chronic pulmonary disease) factors. High-risk patients and their families should be counseled preoperatively, and this risk could be considered in the choice of biopsy vs resection, and resection patients should be monitored closely postoperatively.
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