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External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study

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) &g...

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Autores principales: Ahmed, Armin, Baronia, Arvind Kumar, Azim, Afzal, Marak, Rungmei S. K., Yadav, Reema, Sharma, Preeti, Gurjar, Mohan, Poddar, Banani, Singh, Ratender Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5588486/
https://www.ncbi.nlm.nih.gov/pubmed/28904481
http://dx.doi.org/10.4103/ijccm.IJCCM_33_17
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author Ahmed, Armin
Baronia, Arvind Kumar
Azim, Afzal
Marak, Rungmei S. K.
Yadav, Reema
Sharma, Preeti
Gurjar, Mohan
Poddar, Banani
Singh, Ratender Kumar
author_facet Ahmed, Armin
Baronia, Arvind Kumar
Azim, Afzal
Marak, Rungmei S. K.
Yadav, Reema
Sharma, Preeti
Gurjar, Mohan
Poddar, Banani
Singh, Ratender Kumar
author_sort Ahmed, Armin
collection PubMed
description 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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spelling pubmed-55884862017-09-13 External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study Ahmed, Armin Baronia, Arvind Kumar Azim, Afzal Marak, Rungmei S. K. Yadav, Reema Sharma, Preeti Gurjar, Mohan Poddar, Banani Singh, Ratender Kumar Indian J Crit Care Med Research Article 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. Medknow Publications & Media Pvt Ltd 2017-08 /pmc/articles/PMC5588486/ /pubmed/28904481 http://dx.doi.org/10.4103/ijccm.IJCCM_33_17 Text en Copyright: © 2017 Indian Journal of Critical Care Medicine http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms.
spellingShingle Research Article
Ahmed, Armin
Baronia, Arvind Kumar
Azim, Afzal
Marak, Rungmei S. K.
Yadav, Reema
Sharma, Preeti
Gurjar, Mohan
Poddar, Banani
Singh, Ratender Kumar
External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study
title External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study
title_full External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study
title_fullStr External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study
title_full_unstemmed External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study
title_short External Validation of Risk Prediction Scores for Invasive Candidiasis in a Medical/Surgical Intensive Care Unit: An Observational Study
title_sort external validation of risk prediction scores for invasive candidiasis in a medical/surgical intensive care unit: an observational study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5588486/
https://www.ncbi.nlm.nih.gov/pubmed/28904481
http://dx.doi.org/10.4103/ijccm.IJCCM_33_17
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