Abstract
Purpose: To assess trends in life support interventions and performance of the automated Acute Physiology and Chronic Health Evaluation (APACHE) IV model at mortality prediction compared with Oxford Acute Severity of Illness Score (OASIS) in a contemporary cardiac intensive care unit (CICU). Methods and materials: Retrospective analysis of adults (age ≥ 18 years) admitted to CICU from January 1, 2007, through December 31, 2015. Temporal trends were assessed with linear regression. Discrimination of each risk score for hospital mortality was assessed with use of area under the receiver operating characteristic curve (AUROC) values. Calibration was assessed with Hosmer-Lemeshow goodness-of-fit test. Results: The study analyzed 10,004 patients. CICU and hospital mortality rates were 5.7% and 9.1%. APACHE IV predicted death had an AUROC of 0.82 (0.81–0.84) for hospital death, compared with 0.79 for OASIS (P <.05). Calibration was better for OASIS than APACHE IV. Increases were observed in CICU and hospital lengths of stay (both P <.001), APACHE IV predicted mortality (P =.007), Charlson Comorbidity Index (P <.001), noninvasive ventilation use (P <.001), and noninvasive ventilation days (P =.02). Conclusions: Contemporary CICU patients are increasingly ill, observed in upward trends in comorbid conditions and life support interventions. APACHE IV predicted death and OASIS showed good discrimination in predicting death in this population. APACHE IV and OASIS may be useful for benchmarking and quality improvement initiatives in the CICU, the former having better discrimination.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 242-246 |
| Number of pages | 5 |
| Journal | Journal of Critical Care |
| Volume | 50 |
| DOIs | |
| State | Published - Apr 1 2019 |
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Keywords
- Comorbidity
- Critical care
- Mortality
- Quality improvement
- Renal replacement therapy
- Ventilation
ASJC Scopus subject areas
- Critical Care and Intensive Care Medicine
Cite this
Severity of illness assessment with application of the APACHE IV predicted mortality and outcome trends analysis in an academic cardiac intensive care unit. / Bennett, Courtney; Wright, R. Scott; Jentzer, Jacob; Gajic, Ognjen; Murphree, Dennis H.; Murphy, Joseph G.; Mankad, Sunil V.; Wiley, Brandon M.; Bell, Malcolm R.; Barsness, Gregory W.
In: Journal of Critical Care, Vol. 50, 01.04.2019, p. 242-246.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Severity of illness assessment with application of the APACHE IV predicted mortality and outcome trends analysis in an academic cardiac intensive care unit
AU - Bennett, Courtney
AU - Wright, R. Scott
AU - Jentzer, Jacob
AU - Gajic, Ognjen
AU - Murphree, Dennis H.
AU - Murphy, Joseph G.
AU - Mankad, Sunil V.
AU - Wiley, Brandon M.
AU - Bell, Malcolm R.
AU - Barsness, Gregory W.
PY - 2019/4/1
Y1 - 2019/4/1
N2 - Purpose: To assess trends in life support interventions and performance of the automated Acute Physiology and Chronic Health Evaluation (APACHE) IV model at mortality prediction compared with Oxford Acute Severity of Illness Score (OASIS) in a contemporary cardiac intensive care unit (CICU). Methods and materials: Retrospective analysis of adults (age ≥ 18 years) admitted to CICU from January 1, 2007, through December 31, 2015. Temporal trends were assessed with linear regression. Discrimination of each risk score for hospital mortality was assessed with use of area under the receiver operating characteristic curve (AUROC) values. Calibration was assessed with Hosmer-Lemeshow goodness-of-fit test. Results: The study analyzed 10,004 patients. CICU and hospital mortality rates were 5.7% and 9.1%. APACHE IV predicted death had an AUROC of 0.82 (0.81–0.84) for hospital death, compared with 0.79 for OASIS (P <.05). Calibration was better for OASIS than APACHE IV. Increases were observed in CICU and hospital lengths of stay (both P <.001), APACHE IV predicted mortality (P =.007), Charlson Comorbidity Index (P <.001), noninvasive ventilation use (P <.001), and noninvasive ventilation days (P =.02). Conclusions: Contemporary CICU patients are increasingly ill, observed in upward trends in comorbid conditions and life support interventions. APACHE IV predicted death and OASIS showed good discrimination in predicting death in this population. APACHE IV and OASIS may be useful for benchmarking and quality improvement initiatives in the CICU, the former having better discrimination.
AB - Purpose: To assess trends in life support interventions and performance of the automated Acute Physiology and Chronic Health Evaluation (APACHE) IV model at mortality prediction compared with Oxford Acute Severity of Illness Score (OASIS) in a contemporary cardiac intensive care unit (CICU). Methods and materials: Retrospective analysis of adults (age ≥ 18 years) admitted to CICU from January 1, 2007, through December 31, 2015. Temporal trends were assessed with linear regression. Discrimination of each risk score for hospital mortality was assessed with use of area under the receiver operating characteristic curve (AUROC) values. Calibration was assessed with Hosmer-Lemeshow goodness-of-fit test. Results: The study analyzed 10,004 patients. CICU and hospital mortality rates were 5.7% and 9.1%. APACHE IV predicted death had an AUROC of 0.82 (0.81–0.84) for hospital death, compared with 0.79 for OASIS (P <.05). Calibration was better for OASIS than APACHE IV. Increases were observed in CICU and hospital lengths of stay (both P <.001), APACHE IV predicted mortality (P =.007), Charlson Comorbidity Index (P <.001), noninvasive ventilation use (P <.001), and noninvasive ventilation days (P =.02). Conclusions: Contemporary CICU patients are increasingly ill, observed in upward trends in comorbid conditions and life support interventions. APACHE IV predicted death and OASIS showed good discrimination in predicting death in this population. APACHE IV and OASIS may be useful for benchmarking and quality improvement initiatives in the CICU, the former having better discrimination.
KW - Comorbidity
KW - Critical care
KW - Mortality
KW - Quality improvement
KW - Renal replacement therapy
KW - Ventilation
UR - http://www.scopus.com/inward/record.url?scp=85059348673&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85059348673&partnerID=8YFLogxK
U2 - 10.1016/j.jcrc.2018.12.012
DO - 10.1016/j.jcrc.2018.12.012
M3 - Article
C2 - 30612068
AN - SCOPUS:85059348673
VL - 50
SP - 242
EP - 246
JO - Journal of Critical Care
JF - Journal of Critical Care
SN - 0883-9441
ER -