Predicting postoperative delirium severity in older adults: The role of surgical risk and executive function

被引:23
|
作者
Lindroth, Heidi [1 ,2 ,3 ]
Bratzke, Lisa [2 ]
Twadell, Sara [1 ,4 ]
Rowley, Paul [1 ]
Kildow, Janie [1 ,5 ]
Danner, Mara [1 ]
Turner, Lily [1 ]
Hernandez, Brandon [1 ]
Brown, Roger [2 ]
Sanders, Robert D. [1 ]
机构
[1] Univ Wisconsin, Dept Anesthesiol, Sch Med & Publ Hlth, 600 Highland Ave,B6-319 CSC, Madison, WI 53792 USA
[2] Univ Wisconsin, Sch Nursing, Madison, WI USA
[3] Indiana Univ Sch Med, Ctr Hlth Innovat & Implementat Sci, Dept Med, Div Pulm Crit Care Sleep & Occupat Med, Indianapolis, IN 46202 USA
[4] Florida Atlantic Univ, Charles E Schmidt Coll Med, Boca Raton, FL 33431 USA
[5] Indiana Univ, Sch Med, Indianapolis, IN USA
关键词
aging; delirium; executive function; perioperative; risk; severity; CONFUSION ASSESSMENT METHOD; LOGISTIC-REGRESSION; VALIDATION; MODELS; PERFORMANCE; DEPRESSION; FRAMEWORK; SURGERY; EVENTS; COHORT;
D O I
10.1002/gps.5104
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Objectives Delirium is an important postoperative complication, yet predictive risk factors for postoperative delirium severity remain elusive. We hypothesized that the NSQIP risk calculation for serious complications (NSQIP-SC) or risk of death (NSQIP-D), and cognitive tests of executive function (Trail Making Tests A and B [TMTA and TMTB]), would be predictive of postoperative delirium severity. Further, we demonstrate how advanced statistical techniques can be used to identify candidate predictors. Methods/Design Data from an ongoing perioperative prospective cohort study of 100 adults (65 y old or older) undergoing noncardiac surgery were analyzed. In addition to NSQIP-SC, NSQIP-D, TMTA, and TMTB, participant age, sex, American Society of Anesthesiologists (ASA) score, tobacco use, surgery type, depression, Framingham risk score, and preoperative blood pressure were collected. The Delirium Rating Scale-R-98 (DRS) measured delirium severity; the Confusion Assessment Method (CAM) identified delirium. LASSO and best subsets linear regression were employed to identify predictive risk factors. Results Ninety-seven participants with a mean age of 71.68 +/- 4.55, 55% male (31/97 CAM+, 32%), and a mean peak DRS of 21.5 +/- 6.40 were analyzed. LASSO and best subsets regression identified NSQIP-SC and TMTB to predict postoperative delirium severity (P < 00.001, adjusted R-2: 0.30). NSQIP-SC and TMTB were also selected as predictors for postoperative delirium incidence (AUROC 0.81, 95% CI, 0.72-0.90). Conclusions In this cohort, we identified NSQIP risk score for serious complications and a measure of executive function, TMT-B, to predict postoperative delirium severity using advanced modeling techniques. Future studies should investigate the utility of these variables in a formal delirium severity prediction model.
引用
收藏
页码:1018 / 1028
页数:11
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