| Literature DB >> 34855749 |
Luis Paixao1,2, Haoqi Sun1,2, Jacob Hogan1, Katie Hartnack3, Mike Westmeijer1, Anudeepthi Neelagiri1, David W Zhou2,4,5, Lauren M McClain1,2, Eyal Y Kimchi1,2, Patrick L Purdon2,4, Oluwaseun Akeju2,4, M Brandon Westover1,2.
Abstract
BACKGROUND: We investigated the effect of delirium burden in mechanically ventilated patients, beginning in the ICU and continuing throughout hospitalization, on functional neurologic outcomes up to 2.5 years following critical illness.Entities:
Mesh:
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Year: 2021 PMID: 34855749 PMCID: PMC8638853 DOI: 10.1371/journal.pone.0259840
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Patients’ characteristics.
| Characteristic | Delirium (n = 123) | No Delirium (n = 36) | P value |
|---|---|---|---|
| Age, y, mean ± SD | 59.0 ± 14.3 | 53.6 ± 14.1 |
|
| Male, n (%) | 82 (67) | 23 (64) | .913 |
| White race, n (%) | 105 (85) | 33 (92) | .412 |
| Weight, kg, mean ± SD | 92.8 ± 38.3 | 81.4 ± 23.0 | .130 |
| CCI at admission, mean ± SD | 3.4 ± 2.4 | 2.9 ± 2.5 | .140 |
| APACHE II score, mean ± SD | 22.9 ± 9.1 | 19.4 ± 7.1 |
|
| Dementia, n (%) | 0 (0) | 0 (0) | NA |
| ICU admission diagnosis, n (%) | |||
| Sepsis | 25 (20) | 5 (14) | .531 |
| Surgery | 32 (26) | 11 (31) | .744 |
| Acute Respiratory Failure | 78 (63) | 21 (58) | .721 |
| Cardiac Shock / Arrhythmia / MI | 10 (8) | 3 (8) | 1.000 |
| Pancreatitis | 6 (5) | 0 (0) | .338 |
| Liver Failure | 12 (10) | 1 (3) | .301 |
| Gastrointestinal bleeding | 1 (1) | 1 (3) | .403 |
| Renal Failure | 25 (20) | 3 (8) | .135 |
| Malignancy | 4 (3) | 0 (0) | .575 |
| Drug intoxication | 4 (3) | 1 (3) | 1.000 |
| Other | 18 (15) | 2 (6) | .251 |
Abbreviations: APACHE, Acute Physiology and Chronic Health Evaluation; CCI, Charlson Comorbidity Index; ICU, intensive care unit; MI, myocardial ischemia; SD, standard deviation; y, years.
* P value for Chi-square test in the case of categorical variables with large (≥5) cell sizes; for Fisher’s Exact test in the case of categorical variables with small (<5) cell sizes; and for Wilcoxon rank sum test in the case of continuous variables.
§ Scores on the CCI range from 0 to 37, with higher scores indicating a greater burden of illness and a higher 10-year mortality risk.
† The APACHE II measures the severity of disease for adult patients. It is applied within 24 hours of patient admission to an intensive care unit. Scores range from 0 to 71, with higher scores corresponding to more severe disease and d higher risk of death.
‡ Recorded by the patients´ medical team as the diagnoses most representative of the reason for ICU admission. Patients were sometimes given more than 1 admission diagnosis by the medical team, resulting in column totals > 100%.
Patients delirium duration, coma, length of stay, mortality, and glasgow outcome scale*.
| Delirium(n = 123) | No Delirium (n = 36) | P value | |
|---|---|---|---|
| Delirium Duration | |||
| Delirium days in ICU and in hospital wards, d, median (IQR) | 4.0 (5.0) | - | - |
| Days assessed for delirium in ICU and in hospital wards, d, median (IQR) | 13.0 (14.5) | 8.5 (9.0) |
|
| Delirium burden (DB) in ICU and in hospital wards, median (IQR) | 0.36 (0.59) | - | - |
| Delirium days in ICU, d, median (IQR) | 2.0 (4.0) | - | - |
| Days assessed for delirium in ICU, d, median (IQR) | 5.0 (5.5) | 3.0 (3.0) |
|
| Delirium burden (DB) in ICU, median (IQR) | 0.55 (0.70) | - | - |
| Coma | |||
| Number of patients who developed coma, n (%) | 110 (89.4) | 30 (83.3) | 0.325 |
| Coma days in ICU and in hospital wards, d, median (IQR) | 4.0 (6.0) | 2.0 (3.0) |
|
| Coma days in ICU, d, median (IQR) | 4.0 (5.0) | 1.5 (3.0) |
|
| Acute brain dysfunction burden in ICU and in hospital wards, median (IQR) | 0.55 (0.60) | 0.16 (0.21) |
|
| Acute brain dysfunction burden in ICU, median (IQR) | 0.77 (0.50) | 0.29 (0.36) |
|
| ICU length of stay, d, median (IQR) | 15.0 (13.0) | 6.0 (6.0) |
|
| Length of hospital stay after ICU admission, d, median (IQR) | 27.0 (20.5) | 12.0 (10.3) |
|
| Total length of hospital stay, d, median (IQR) | 28.0 (23.5) | 13.0 (9.3) |
|
| Follow-up time for patients who died within 2.5y post-ICU admission, y, median (IQR) | 0.09 (0.73) | 0.72 (0.58) | .157 |
| No. of Deaths within: | |||
| the ICU, n (%) | 20 (16) | 1 (3) |
|
| hospital stay, n (%) | 29 (24 | 1 (3) |
|
| 3m post-ICU admission, n (%) | 32 (26) | 1 (3) |
|
| 6m post-ICU admission, n (%) | 34 (28) | 3 (8) |
|
| 1y post-ICU admission, n (%) | 42 (34) | 6 (17) | .062 |
| 2.5y post-ICU admission, n (%) | 53 (43) | 7 (19) |
|
| Glasgow Outcome Scale at: | |||
| discharge, median (IQR) | 3 (0) | 3 (1) |
|
| 3 months post-discharge, median (IQR) | 3 (3) | 4 (2) |
|
| 6 months post-discharge, median (IQR) | 3 (4) | 5 (2) |
|
| 1 year post-discharge, median (IQR) | 3 (4) | 4 (2) |
|
Abbreviations: acc., according; ICU, intensive care unit; IQR, interquartile range; d, days; m, months; n, number; y, years.
* Glasgow Outcome Scale is a 5-point functional outcome scale, where score of 1 corresponds to death; 2, to persistent vegetative state; 3, to severe disability; 4, to moderate disability; and 5 to good recovery39.
§ P value for Fisher’s Exact test in the case of categorical variables with small (<5) cell sizes; and for Wilcoxon rank sum test in the case of continuous variables and ordinal variables.
† Delirium burden is quantified as the number of days of hospitalization with delirium divided by total days at risk. The fraction of delirium days ranges from 0.00 to 1.00.
¥ Acute brain dysfunction burden is calculated as the number of days of hospitalization with delirium or coma divided by total days at risk.
Δ Length of hospital stay after ICU admission represents the length of stay since ICU admission until hospital discharge.
‡ Hospital stay represents the sum of ICU and hospital ward stays.
‖ Follow-up time defined as the length of time in years from ICU admission day to date of death.
Fig 1Survival and delirium status.
Cox adjusted survival curve for 2.5-years survival post-ICU admission according to the presence or absence of delirium during hospitalization (ICU + hospital wards; N = 154). The estimated adjusted survival rates at 2.5 years post-ICU admission were 77% for the no delirium cohort vs 54% for the delirium cohort, equating to a 23% survival difference between the two cohorts. This dataset includes 154 patients only as medication data is missing in five of the original 159 patients. Covariates adjusted for include age, the Charlson Comorbidity Index, APACHE II score, and mean daily doses of dexmedetomidine (mcg/kg), opiate (mcg/kg), propofol (mg/kg), and benzodiazepine (mg/kg).
Univariate and multivariate Cox proportional hazards regression analysis: Predictors of mortality 2.5 years after ICU admission in mechanically ventilated ICU patients (N = 159)*.
| Univariate | Multivariate–Delirium | Multivariate–Delirium Burden | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Factor | HR | 95% CI | Adjusted HR | 95% CI | Adjusted | Adjusted HR | 95% CI | Adjusted | |
| Age, y | 1.04 | 1.01–1.06 |
| 1.01 | 0.99–1.04 | .348 | 1.01 | 0.99–1.04 | .370 |
| Male | 0.74 | 0.44–1.24 | .253 | - | - | - | - | - | - |
| White race | 1.47 | 0.63–3.42 | .369 | - | - | - | - | - | - |
| Weight, kg | 1.00 | 0.99–1.01 | .624 | ||||||
| Acute Respiratory Failure | 1.46 | 0.84–2.54 | .179 | - | - | - | - | - | - |
| Surgery | 0.63 | 0.33–1.19 | .152 | - | - | - | - | - | - |
| Charlson Comorbidity Index | 1.20 | 1.10–1.32 |
| 1.15 | 1.00–1.32 | .057 | 1.13 | 0.99–1.30 | .076 |
| APACHE II score | 1.02 | 0.99–1.05 | .236 | 1.00 | 0.97–1.03 | .927 | 1.00 | 0.97–1.03 | .852 |
| Delirium in ICU and wards | 2.69 | 1.22–5.92 |
| 2.42 | 1.08–5.42 |
| - | - | - |
| Delirium days in ICU and wards, d | 0.98 | 0.94–1.03 | .535 | - | - | - | - | - | - |
| Delirium burden in ICU and wards | 3.92 | 1.93–7.95 |
| - | - |
| 4.77 | 2.10–10.83 | < .001 |
| Delirium days in ICU, d | 1.00 | 0.93–1.08 | .917 | - | - | - | - | - | - |
| Delirium burden in ICU | 1.79 | 0.93–3.44 | .082 | - | - | - | - | - | - |
| ICU length of stay, d | 1.00 | 0.98–1.02 | .904 | - | - | - | - | - | - |
| Total length of hospital stay | 0.99 | 0.97–1.00 | .073 | - | - | - | - | - | - |
| Dexmedetomidine Mean Cumulative Dose, mcg/kg | 0.58 | 0.40–0.82 |
| - | - | - | - | - | - |
| Dexmedetomidine Mean Daily Dose, mcg/kg | 0.64 | 0.44–0.94 |
| 0.65 | 0.43–0.99 |
| 0.69 | 0.45–1.06 | .090 |
| Opiate Mean Cumulative Dose, mcg/kg‡
| 0.84 | 0.66–1.08 | .167 | - | - | - | - | - | - |
| Opiate Mean Daily Dose, mcg/kg | 0.81 | 0.62–1.07 | .140 | 0.95 | 0.66–1.35 | .759 | 0.75 | 0.51–1.11 | .145 |
| Propofol Mean Cumulative Dose, mg/kg | 1.04 | 0.80–1.35 | .759 | - | - | - | - | - | - |
| Propofol Mean Daily Dose, mg/kg | 1.13 | 0.87–1.47 | .356 | 1.28 | 0.92–1.78 | .141 | 1.23 | 0.89–1.69 | .215 |
| Benzodiazepine Mean Cumulative Dose, mg/kg | 0.74 | 0.50–1.11 | .144 | - | - | - | - | - | - |
| Benzodiazepine Mean Daily Dose, mg/kg | 0.70 | 0.35–1.40 | .318 | 1.09 | 0.63–1.88 | .768 | 1.16 | 0.69–1.96 | .569 |
Abbreviations: APACHE, Acute Physiology and Chronic Health Evaluation; CI, confidence interval; d, days; HR, hazard ratio; ICU, intensive care unit; y, years.
* Except for the drug variables where medication is missing in five of the 159 patients.
* * Recorded by the patients´ medical team as the diagnosis most representative of the reason for ICU admission.
¶ Delirium burden during hospital stay is calculated by dividing the number of delirium days by the number of days assessed for delirium and it ranges from 0.00 to 1.00.
† Total length of hospital stay represents the summation of ICU and hospital ward days.
│Mean cumulative dose of a drug represents the drug amount patient received during the entire hospital stay.
‖ Mean daily dose of a drug was calculated by dividing the mean cumulative dose of the drug by the total length of hospital stay.
‡ Opiate exposure includes patients’ intake of hydromorphone, morphine, oxycodone, and/or fentanyl. It is expressed in fentanyl equivalents, such that 100mcg fentanyl = 0.75mg hydromorphone = 5mg morphine = 3.33mg oxycodone [51, 52].
§ Benzodiazepine exposure summarizes patients’ intake of lorazepam, diazepam, and/or midazolam. It is expressed in midazolam equivalents, such that 2.5mg midazolam = 1mg lorazepam = 5mg diazepam [53].
Note: HR of all drug doses are not interpretable since drug doses were log-transformed using (sin(x)*log(|x|+1)) and then standardized (Z-score).
Fig 2Survival according to delirium burden (DB).
Cox adjusted survival curve for 2.5-years survival post-ICU admission according to DB during hospital stay (i.e. ICU + hospital wards) (N = 154). DB is categorized into low (N = 53), medium (N = 50) and high (N = 51) DB groups, which in turn represent the low-, middle-, and high- tertile groups for DB, respectively. DB ranges from 0.00 to 1.00 and is calculated by dividing the number of delirium days patients experienced delirium over the number of days patients were assessed for delirium. Low, medium, and high DB groups represent DB ranging from 0.00–0.111 (i.e. low tertile), >0.111–0.474 (middle-tertile), >0.474–1.000 (high-tertile), respectively. The estimated adjusted survival rates at 2.5 years post-ICU admission were 67%, 65%, and 44% for the low, medium, and high DB cohorts, respectively. This dataset includes 154 patients only as medication data is missing in five of the original 159 patients. Covariates adjusted for include age, the Charlson Comorbidity Index, APACHE II score, and mean daily doses of dexmedetomidine (mcg/kg), opiate (mcg/kg), propofol (mg/kg), and benzodiazepine (mg/kg).
Fig 3Distribution of scores on the Glasgow Outcome Scale (GOS).
A measure of functional neurological outcome, at hospital discharge and 3 months, 6 months, and 1 year after hospital discharge according to the presence or absence of delirium during hospital stay (i.e. ICU + hospital wards) (N = 159) (A.—D.) and in-hospital delirium burden (DB) (N = 107) (E.—H.) in mechanically ventilated intensive care unit patients. The GOS is a global 5-point scale for functional neurological outcome that rates patient status into one of five categories: 1, Dead; 2, Persistent Vegetative State; 3, Severe Disability; 4, Moderate Disability or 5, Good Recovery. In-hospital delirium burden ranges from 0.00 to 1.00 and is calculated by dividing the number of in-hospital (ICU + hospital wards) delirium days patients experienced delirium over the number of days patients were assessed for delirium. Low and high DB groups correspond to the low-tertile (N = 54, DB 0.000–0.111) and high-tertile (N = 53, DB >0.468–1.000) DB groups, respectively. The numbers in the bars are percentages of patients who had each score. The percentages may not sum to 100 because of rounding. The list of the number of patients according to their delirium status with each GOS score are provided in S2 Table.
Multivariate ordinal regression analysis: Delirium burden and acute brain dysfunction Burden as predictors of functional neurological outcome, as assessed by the Glasgow outcome scale, at discharge, and 3, 6, and 12 months post-discharge in mechanically ventilated ICU patients (N = 154).
| Delirium Burden in ICU and wards | Acute Brain Dysfunction Burden in-ICU and wards | ||||||
|---|---|---|---|---|---|---|---|
| Adjusted OR | 95% CI | Adjusted | Adjusted OR | 95% CI | Adjusted | ||
| Discharge (N = 129) | 0.02 | 0.01–0.09 |
| 0.02 | 0.00–0.09 |
| |
| 3 months (N = 124) | 0.11 | 0.04–0.31 |
| 0.11 | 0.03–0.31 |
| |
| 6 months (N = 121) | 0.10 | 0.04–0.29 |
| 0.09 | 0.03–0.27 |
| |
| 1 year (N = 110) | 0.19 | 0.07–0.52 |
| 0.16 | 0.05–0.47 |
| |
Abbreviations: CI, confidence interval; OR, odds ratio.
¥ Glasgow Outcome Scale is a 5-point functional outcome scale, where score of 1 corresponds to death; 2, to persistent vegetative state; 3, to severe disability; 4, to moderate disability; and 5 to good recovery [39].
˟ Variables with a proportional odds ratio (OR) >1 are associated with greater odds of a favorable functional neurological outcome whereas variables with a proportional OR < 1 are associated with increased odds of an unfavorable functional neurological outcome.
¶ Delirium burden during hospital stay is calculated by dividing the number of delirium days by the number of days assessed for delirium and it ranges from 0.00 to 1.00.
† Acute Brain Dysfunction Burden is determined by dividing the number of delirium and coma days by the number of days assessed for delirium and coma and it ranges from 0.00 to 1.00.