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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Medknow Publications & Media Pvt Ltd
2017
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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. |
format | Online Article Text |
id | pubmed-5588486 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Medknow Publications & Media Pvt Ltd |
record_format | MEDLINE/PubMed |
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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