Predicting postoperative delirium severity in older adults: The role of surgical risk and executive function. (23rd April 2019)
- Record Type:
- Journal Article
- Title:
- Predicting postoperative delirium severity in older adults: The role of surgical risk and executive function. (23rd April 2019)
- Main Title:
- Predicting postoperative delirium severity in older adults: The role of surgical risk and executive function
- Authors:
- Lindroth, Heidi
Bratzke, Lisa
Twadell, Sara
Rowley, Paul
Kildow, Janie
Danner, Mara
Turner, Lily
Hernandez, Brandon
Brown, Roger
Sanders, Robert D. - Abstract:
- Abstract : 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 incidenceAbstract : 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. … (more)
- Is Part Of:
- International journal of geriatric psychiatry. Volume 34:Number 7(2019)
- Journal:
- International journal of geriatric psychiatry
- Issue:
- Volume 34:Number 7(2019)
- Issue Display:
- Volume 34, Issue 7 (2019)
- Year:
- 2019
- Volume:
- 34
- Issue:
- 7
- Issue Sort Value:
- 2019-0034-0007-0000
- Page Start:
- 1018
- Page End:
- 1028
- Publication Date:
- 2019-04-23
- Subjects:
- aging -- delirium -- executive function -- perioperative -- risk -- severity
Geriatric psychiatry -- Periodicals
Geriatric Psychiatry -- Periodicals
618.97689 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/gps.5104 ↗
- Languages:
- English
- ISSNs:
- 0885-6230
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.266600
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10881.xml