Javascript must be enabled to continue!
Are the Charlson and Elixhauser Comorbidity Indices Reliable Predictors of Postoperative Delirium in Abdominal Surgery?
View through CrossRef
Abstract
Background
Postoperative delirium (POD) is a common complication of surgery. It is associated with a number of detrimental effects, including mortality and healthcare costs. We sought to determine whether common comorbidity indices are predictors of POD.
Methods
Using the Medical Information Mart for Intensive Care (MIMIC)-IV database, we identified 8022 abdominal surgery procedures across 7212 adult patients. We calculated both the Charlson comorbidity index (CCI) and the Elixhauser comorbidity index (ECI) for each procedure and used logistic regression to predict postoperative delirium, which was defined as delirium within 30 days following the procedure.
Results
Models based on either the CCI and ECI were predictive of postoperative delirium (area under the receiver-operator characteristic curve (AUC-ROC) of 0.622 and 0.652, respectively). However, the addition of other factors known to be associated with delirium improved model performance (AUC-ROC of 0.680).
Conclusions
Both the CCI and ECI are predictors of postoperative delirium in patients undergoing abdominal surgery. Addition of factors known to be associated with delirium renders additional predictive value and should be included in models that predict postoperative delirium.
Title: Are the Charlson and Elixhauser Comorbidity Indices Reliable Predictors of Postoperative Delirium in Abdominal Surgery?
Description:
Abstract
Background
Postoperative delirium (POD) is a common complication of surgery.
It is associated with a number of detrimental effects, including mortality and healthcare costs.
We sought to determine whether common comorbidity indices are predictors of POD.
Methods
Using the Medical Information Mart for Intensive Care (MIMIC)-IV database, we identified 8022 abdominal surgery procedures across 7212 adult patients.
We calculated both the Charlson comorbidity index (CCI) and the Elixhauser comorbidity index (ECI) for each procedure and used logistic regression to predict postoperative delirium, which was defined as delirium within 30 days following the procedure.
Results
Models based on either the CCI and ECI were predictive of postoperative delirium (area under the receiver-operator characteristic curve (AUC-ROC) of 0.
622 and 0.
652, respectively).
However, the addition of other factors known to be associated with delirium improved model performance (AUC-ROC of 0.
680).
Conclusions
Both the CCI and ECI are predictors of postoperative delirium in patients undergoing abdominal surgery.
Addition of factors known to be associated with delirium renders additional predictive value and should be included in models that predict postoperative delirium.
Related Results
Delirium: characteristics and monitoring
Delirium: characteristics and monitoring
This thesis starts by sharpening the diagnosis of delirium and proposing a new reference in Chapter 2 titled: The Delirium Interview. Composed after in-depth discussions with delir...
Delirium Pasca Operasi sebagai Prediktor Mortalitas pada Geriatri yang Menjalani Operasi Non-Kardiak: Tinjauan Sistematis
Delirium Pasca Operasi sebagai Prediktor Mortalitas pada Geriatri yang Menjalani Operasi Non-Kardiak: Tinjauan Sistematis
Delirium postoperatif merupakan suatu bentuk delirium yang sering tidak disadari serta dapat meningkatkan morbiditas dan mortalitas. Studi yang telah dilakukan sebelumnya menunjukk...
Prevalence and Risk Factors of Delirium and Subsyndromal Delirium in Older Adults
Prevalence and Risk Factors of Delirium and Subsyndromal Delirium in Older Adults
Background and Aim: Delirium is the most prevalent geriatric issue that is independently associated with poor outcomes in terms of discharge, length of hospital stay, and increase...
Skafoid Kırıklarında Elixhauser ve Charlson Komorbite İndekslerini Kaynamama Riskini Değerlendirmede Kullanabilir miyiz?
Skafoid Kırıklarında Elixhauser ve Charlson Komorbite İndekslerini Kaynamama Riskini Değerlendirmede Kullanabilir miyiz?
Amaç: Kırıklar arasında kaynamama problemi ile bilinen skafoid kırıkları için pek çok risk faktörleri bilinmektedir. Fakat kaynamama için öngörü sunan bir yöntem yoktur. Bu çalışma...
ICU delirium:what is different between the type of diseases?
ICU delirium:what is different between the type of diseases?
Abstract
Background: Delirium is an acute neurological disorder that is quite common complication in intensive care unit (ICU) patients. However, there are no studies to fo...
The Ability of Comorbidity Indices to Predict Mortality After Heart Transplantation: A Validation of the Danish Comorbidity Index for Acute Myocardial Infarction, Charlson Comorbidity Index, and Elixhauser Comorbidity Index
The Ability of Comorbidity Indices to Predict Mortality After Heart Transplantation: A Validation of the Danish Comorbidity Index for Acute Myocardial Infarction, Charlson Comorbidity Index, and Elixhauser Comorbidity Index
Background
Advanced heart failure patients often have comorbidities of prognostic importance. However, whether total pretransplantation comorbidity burden predicts mort...
COMORBIDITY IN PATIENTS UNDERGOING OPEN AND LAPAROSCOPIC PROSTATECTOMIES FOR LARGE BENIGN PROSTATE HYPERPLASIA (over 80 cm3) IN STATE MEDICAL INSTITUTIONS
COMORBIDITY IN PATIENTS UNDERGOING OPEN AND LAPAROSCOPIC PROSTATECTOMIES FOR LARGE BENIGN PROSTATE HYPERPLASIA (over 80 cm3) IN STATE MEDICAL INSTITUTIONS
INTRODUCTION. According to the Order of the Ministry of Health of Ukraine № 181 dated April 4, 2008, the physical status of patients before surgical intervention, including prostat...
ANALYSIS OF RISK FACTORS FOR PREOPERATIVE DELIRIUM FOLLOWING GERIATRIC HIP FRACTURE AND ITS RELATIONSHIP WITH MORTALITY: A RETROSPECTIVE COHORT STUDY
ANALYSIS OF RISK FACTORS FOR PREOPERATIVE DELIRIUM FOLLOWING GERIATRIC HIP FRACTURE AND ITS RELATIONSHIP WITH MORTALITY: A RETROSPECTIVE COHORT STUDY
ABSTRACT
Introduction: Although postoperative delirium in patients with hip fractures
has been extensively studied, preoperative delirium has rarely been examined.
We investigated ...

