Tuberc Respir Dis.  2016 Oct;79(4):289-294. 10.4046/trd.2016.79.4.289.

The Prognostic Value of the Charlson's Comorbidity Index in Patients with Prolonged Acute Mechanical Ventilation: A Single Center Experience

Affiliations
  • 1Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Pusan National University School of Medicine, Busan, Korea. jubilate@pusan.ac.kr
  • 2Division of Pulmonology, Department of Internal Medicine, Wonkwang University Sanbon Hospital, Gunpo, Korea.

Abstract

BACKGROUND
The aim of our study was to evaluate the prognostic value of Charlson's weighted index of comorbidities (WIC) in patients with prolonged acute mechanical ventilation (PAMV, ventilator care ≥96 hours).
METHODS
We retrospectively enrolled 299 Korean PAMV patients who were admitted in a medical intensive care unit (ICU) of a university-affiliated tertiary care hospital between 2008 and 2013. Survivors were defined as patients who survived for 60 days after ICU admission.
RESULTS
The patients' mean age was 65.1±14.1 years and 70.6% were male. The mean ICU and hospital length of stay was 21.9±19.7 and 39.4±39.1 days, respectively. In addition, the 60-day mortality rate after ICU admission was 35.5%. The mean WIC was 2.3±1.8, with significant differences between nonsurvivors and survivors (2.7±2.1 vs. 2.1±1.7, p<0.05). The area under the curve of receiver-operating-characteristics curve for WIC was 0.593 (95% confidence interval [CI], 0.523-0.661; p<0.05). Based on Kaplan-Meier curves of 60-day survival, WIC ≥5 had statistically lower survival than WIC <5 (log-rank test, p<0.05). In a multivariate Cox proportional hazard model, WIC ≥5 was associated with poor prognosis (hazard ratio, 1.901; 95% CI, 1.140-3.171; p<0.05). The mortality rate of patients with WIC ≥5 was 54.2%.
CONCLUSION
Our study showed a WIC score ≥5 might be helpful in predicting 60-day mortality in PAMV patients.

Keyword

Intensive Care Units; Comorbidity; Respiration, Artificial; Prognosis

MeSH Terms

Comorbidity*
Humans
Intensive Care Units
Length of Stay
Male
Mortality
Prognosis
Proportional Hazards Models
Respiration, Artificial*
Retrospective Studies
Survivors
Tertiary Healthcare
Ventilators, Mechanical

Figure

  • Figure 1 The number of patients for each Charlson's weighted index of comorbidities (WIC) score (left Y axis) and the corresponding mortality (right Y axis).

  • Figure 2 Kaplan-Meier survival curves of 60-day mortality according to the number of Charlson' weighted index of comorbidities (WIC). ICU: intensive care unit.


Cited by  3 articles

Effect of Early Tracheostomy on Clinical Outcomes in Patients with Prolonged Acute Mechanical Ventilation: A Single-Center Study
Yewon Kang, Wanho Yoo, Youngwoong Kim, Hyo Yeong Ahn, Sang Hee Lee, Kwangha Lee
Tuberc Respir Dis. 2020;83(2):167-174.    doi: 10.4046/trd.2019.0082.

Development of a prognostic scoring system in patients with pneumonia requiring ventilator care for more than 4 days: a single-center observational study
Yeseul Oh, Yewon Kang, Kwangha Lee
Acute Crit Care. 2021;36(1):46-53.    doi: 10.4266/acc.2020.00787.

The role of ROX index–based intubation in COVID-19 pneumonia: a cross-sectional comparison and retrospective survival analysis
Sara Vergis, Sam Philip, Vergis Paul, Manjit George, Nevil C Philip, Mithu Tomy
Acute Crit Care. 2023;38(2):182-189.    doi: 10.4266/acc.2022.00206.


Reference

1. Halpern NA, Pastores SM. Critical care medicine in the United States 2000-2005: an analysis of bed numbers, occupancy rates, payer mix, and costs. Crit Care Med. 2010; 38:65–71.
2. Zilberberg MD, Luippold RS, Sulsky S, Shorr AF. Prolonged acute mechanical ventilation, hospital resource utilization, and mortality in the United States. Crit Care Med. 2008; 36:724–730.
3. Kale MS, Bishop TF, Federman AD, Keyhani S. "Top 5" lists top $5 billion. Arch Intern Med. 2011; 171:1856–1858.
4. Berwick DM, Hackbarth AD. Eliminating waste in US health care. JAMA. 2012; 307:1513–1516.
5. Garland A, Shaman Z, Baron J, Connors AF Jr. Physician-attributable differences in intensive care unit costs: a single-center study. Am J Respir Crit Care Med. 2006; 174:1206–1210.
6. Campbell EG, Regan S, Gruen RL, Ferris TG, Rao SR, Cleary PD, et al. Professionalism in medicine: results of a national survey of physicians. Ann Intern Med. 2007; 147:795–802.
7. Zilberberg MD, de Wit M, Pirone JR, Shorr AF. Growth in adult prolonged acute mechanical ventilation: implications for healthcare delivery. Crit Care Med. 2008; 36:1451–1455.
8. Zilberberg MD, Shorr AF. Prolonged acute mechanical ventilation and hospital bed utilization in 2020 in the United States: implications for budgets, plant and personnel planning. BMC Health Serv Res. 2008; 8:242.
9. Zilberberg MD, Kramer AA, Higgins TL, Shorr AF. Prolonged acute mechanical ventilation: implications for hospital benchmarking. Chest. 2009; 135:1157–1162.
10. Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987; 40:373–383.
11. Norena M, Wong H, Thompson WD, Keenan SP, Dodek PM. Adjustment of intensive care unit outcomes for severity of illness and comorbidity scores. J Crit Care. 2006; 21:142–150.
12. Quach S, Hennessy DA, Faris P, Fong A, Quan H, Doig C. A comparison between the APACHE II and Charlson Index Score for predicting hospital mortality in critically ill patients. BMC Health Serv Res. 2009; 9:129.
13. Yang Y, Yang KS, Hsann YM, Lim V, Ong BC. The effect of comorbidity and age on hospital mortality and length of stay in patients with sepsis. J Crit Care. 2010; 25:398–405.
14. Oltean S, Tatulescu D, Bondor C, Slavcovici A, Cismaru C, Lupse M, et al. Charlson's weighted index of comorbidities is useful in assessing the risk of death in septic patients. J Crit Care. 2012; 27:370–375.
15. Knaus WA, Draper EA, Wagner DP, Zimmerman JE. APACHE II: a severity of disease classification system. Crit Care Med. 1985; 13:818–829.
16. Vincent JL, Moreno R, Takala J, Willatts S, De Mendonca A, Bruining H, et al. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med. 1996; 22:707–710.
17. Ventilation with. The Acute Respiratory Distress Syndrome Network. N Engl J Med. 2000; 342:1301–1308.
18. Dellinger RP, Levy MM, Rhodes A, Annane D, Gerlach H, Opal SM, et al. Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock, 2012. Intensive Care Med. 2013; 39:165–228.
19. Poses RM, McClish DK, Smith WR, Bekes C, Scott WE. Prediction of survival of critically ill patients by admission comorbidity. J Clin Epidemiol. 1996; 49:743–747.
20. Johnston JA, Wagner DP, Timmons S, Welsh D, Tsevat J, Render ML. Impact of different measures of comorbid disease on predicted mortality of intensive care unit patients. Med Care. 2002; 40:929–940.
21. Ladha KS, Zhao K, Quraishi SA, Kurth T, Eikermann M, Kaafarani HM, et al. The Deyo-Charlson and Elixhauser-van Walraven Comorbidity Indices as predictors of mortality in critically ill patients. BMJ Open. 2015; 5:e008990.
22. Kim JH, Hong SK, Kim KC, Lee MG, Lee KM, Jung SS, et al. Influence of full-time intensivist and the nurse-to-patient ratio on the implementation of severe sepsis bundles in Korean intensive care units. J Crit Care. 2012; 27:414.e11–414.e21.
23. Phua J, Koh Y, Du B, Tang YQ, Divatia JV, Tan CC, et al. Management of severe sepsis in patients admitted to Asian intensive care units: prospective cohort study. BMJ. 2011; 342:d3245.
24. Kwak SH, Jeong CW, Lee SH, Lee HJ, Koh Y. Current status of intensive care units registered as critical care subspecialty training hospitals in Korea. J Korean Med Sci. 2014; 29:431–437.
25. Lee SH, Kim MJ, Jeong ES, Jo EJ, Eom JS, Mok JH, et al. Outcomes and prognostic factors in patients with prolonged acute mechanical ventilation: a single-center study in Korea. J Crit Care. 2015; 30:1016–1020.
Full Text Links
  • TRD
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr