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VOLUME 21 , ISSUE 8 ( 2017 ) > List of Articles

RESEARCH ARTICLE

External validation of risk prediction scores for invasive candidiasis in a medical/surgical intensive care unit: An observational study

Arvind Kumar Baronia, Reema Yadav, Rungmei S. K. Marak, Ratender Singh

Keywords : Candida score, clinical prediction rule, colonization index, corrected colonization index, invasive candidiasis

Citation Information : Baronia A K, Yadav R, Marak RS, Singh R. External validation of risk prediction scores for invasive candidiasis in a medical/surgical intensive care unit: An observational study. Indian J Crit Care Med 2017; 21 (8):514-520.

DOI: 10.4103/ijccm.IJCCM_33_17

License: CC BY-ND 3.0

Published Online: 01-09-2018

Copyright Statement:  Copyright © 2017; The Author(s).


Abstract

Background: The aim of this study was to conduct external validation of risk prediction scores for invasive candidiasis. Methods: We conducted a prospective observational study in a 12-bedded adult medical/surgical Intensive Care Unit (ICU) to evaluate Candida score >3, colonization index (CI) >0.5, corrected CI >0.4 (CCI), and Ostrosky's clinical prediction rule (CPR). Patients' characteristics and risk factors for invasive candidiasis were noted. Patients were divided into two groups; invasive candidiasis and no-invasive candidiasis. Results: Of 198 patients, 17 developed invasive candidiasis. Discriminatory power (area under receiver operator curve [AUROC]) for Candida score, CI, CCI, and CPR were 0.66, 0.67, 0.63, and 0.62, respectively. A large number of patients in the no-invasive candidiasis group (114 out of 181) were exposed to antifungal agents during their stay in ICU. Subgroup analysis was carried out after excluding such patients from no-invasive candidiasis group. AUROC of Candida score, CI, CCI, and CPR were 0.7, 0.7, 0.65, and 0.72, respectively, and positive predictive values (PPVs) were in the range of 25%–47%, along with negative predictive values (NPVs) in the range of 84%–96% in the subgroup analysis. Conclusion: Currently available risk prediction scores have good NPV but poor PPV. They are useful for selecting patients who are not likely to benefit from antifungal therapy.


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  1. Brusselaers N, Blot S, Vogelaers D. Deep-seated Candida infections in the Intensive Care Unit. Neth J Crit Care 2011;15:184-90.
  2. Clancy CJ, Nguyen MH. Finding the “missing 50%” of invasive candidiasis: How nonculture diagnostics will improve understanding of disease spectrum and transform patient care. Clin Infect Dis 2013;56:1284-92.
  3. Kullberg BJ, Arendrup MC. Invasive candidiasis. N Engl J Med 2015;373:1445-56.
  4. Morrell M, Fraser VJ, Kollef MH. Delaying the empiric treatment of Candida bloodstream infection until positive blood culture results are obtained: A potential risk factor for hospital mortality. Antimicrob Agents Chemother 2005;49:3640-5.
  5. Garey KW, Rege M, Pai MP, Mingo DE, Suda KJ, Turpin RS, et al. Time to initiation of fluconazole therapy impacts mortality in patients with candidemia: A multi-institutional study. Clin Infect Dis 2006;43:25-31.
  6. Muskett H, Shahin J, Eyres G, Harvey S, Rowan K, Harrison D, et al. Risk factors for invasive fungal disease in critically ill adult patients: A systematic review. Crit Care 2011;15:R287.
  7. Eggimann P, Pittet D. Candida colonization index and subsequent infection in critically ill surgical patients: 20 years later. Intensive Care Med 2014;40:1429-48.
  8. Ahmed A, Azim A, Baronia AK, Marak KR, Gurjar M. Risk prediction for invasive candidiasis. Indian J Crit Care Med 2014;18:682-8.
  9. León C, Ruiz-Santana S, Saavedra P, Almirante B, Nolla-Salas J, Alvarez-Lerma F, et al. A bedside scoring system (“Candida score”) for early antifungal treatment in nonneutropenic critically ill patients with Candida colonization. Crit Care Med 2006;34:730-7.
  10. Pittet D, Monod M, Suter PM, Frenk E, Auckenthaler R. Candida colonization and subsequent infections in critically ill surgical patients. Ann Surg 1994;220:751-8.
  11. Ostrosky-Zeichner L, Pappas PG, Shoham S, Reboli A, Barron MA, Sims C, et al. Improvement of a clinical prediction rule for clinical trials on prophylaxis for invasive candidiasis in the Intensive Care Unit. Mycoses 2011;54:46-51.
  12. Knaus WA, Draper EA, Wagner DP, Zimmerman JE. APACHE II: A severity of disease classification system. Crit Care Med 1985;13:818-29.
  13. Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça 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;22:707-10.
  14. De Pauw B, Walsh TJ, Donnelly JP, Stevens DA, Edwards JE, Calandra T, et al. Revised definitions of invasive fungal disease from the European Organization for Research and Treatment of Cancer/Invasive Fungal Infections Cooperative Group and the National Institute of Allergy and Infectious Diseases Mycoses Study Group (EORTC/MSG) Consensus Group. Clin Infect Dis 2008;46:1813-21.
  15. Levy MM, Fink MP, Marshall JC, Abraham E, Angus D, Cook D, et al. 2001 SCCM/ESICM/ACCP/ATS/SIS international sepsis definitions conference. Intensive Care Med 2003;29:530-8.
  16. Playford EG, Lipman J, Kabir M, McBryde ES, Nimmo GR, Lau A, et al. Assessment of clinical risk predictive rules for invasive candidiasis in a prospective multicentre cohort of ICU patients. Intensive Care Med 2009;35:2141-5.
  17. Hermsen ED, Zapapas MK, Maiefski M, Rupp ME, Freifeld AG, Kalil AC, et al. Validation and comparison of clinical prediction rules for invasive candidiasis in Intensive Care Unit patients: A matched case-control study. Crit Care 2011;15:R198.
  18. Hall AM, Poole LA, Renton B, Wozniak A, Fisher M, Neal T, et al. Prediction of invasive candidal infection in critically ill patients with severe acute pancreatitis. Crit Care 2013;17:R49.
  19. León C, Ruiz-Santana S, Saavedra P, Galván B, Blanco A, Castro C, et al. Usefulness of the “Candida score” for discriminating between Candida colonization and invasive candidiasis in non-neutropenic critically ill patients: A prospective multicenter study. Crit Care Med 2009;37:1624-33.
  20. Posteraro B, De Pascale G, Tumbarello M, Torelli R, Pennisi MA, Bello G, et al. Early diagnosis of candidemia in Intensive Care Unit patients with sepsis: A prospective comparison of (1→3)-ß-D-glucan assay, Candida score, and colonization index. Crit Care 2011;15:R249.
  21. Lau AF, Kabir M, Chen SC, Playford EG, Marriott DJ, Jones M, et al. Candida colonization as a risk marker for invasive candidiasis in mixed medical-surgical Intensive Care Units: Development and evaluation of a simple, standard protocol. J Clin Microbiol 2015;53:1324-30.
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