Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management Strategies

Mortality rates due to invasive candidiasis remain unacceptably high, in part because the poor sensitivity and slow turn-around time of cultures delay the initiation of antifungal treatment. β-d-glucan (Fungitell) and polymerase chain reaction (PCR)-based (T2Candida) assays are FDA-approved adjuncts...

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Main Authors: Cornelius J. Clancy, Ryan K. Shields, M. Hong Nguyen
Format: Article
Language:English
Published: MDPI AG 2016-02-01
Series:Journal of Fungi
Subjects:
Online Access:http://www.mdpi.com/2309-608X/2/1/10
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spelling doaj-5c09a0250f3746768048617ace43fa5a2020-11-24T23:06:03ZengMDPI AGJournal of Fungi2309-608X2016-02-01211010.3390/jof2010010jof2010010Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management StrategiesCornelius J. Clancy0Ryan K. Shields1M. Hong Nguyen2VA Pittsburgh Healthcare System, Division of Infectious Diseases, University of Pittsburgh, Scaife Hall 867, 3550 Terrace St., Pittsburgh, PA 15261, USADepartment of Medicine, Division of Infectious Diseases, University of Pittsburgh, Scaife Hall 871, 3550 Terrace St., Pittsburgh, PA 15261, USADepartment of Medicine, Division of Infectious Diseases, University of Pittsburgh, Scaife Hall 871, 3550 Terrace St., Pittsburgh, PA 15261, USAMortality rates due to invasive candidiasis remain unacceptably high, in part because the poor sensitivity and slow turn-around time of cultures delay the initiation of antifungal treatment. β-d-glucan (Fungitell) and polymerase chain reaction (PCR)-based (T2Candida) assays are FDA-approved adjuncts to cultures for diagnosing invasive candidiasis, but their clinical roles are unclear. We propose a Bayesian framework for interpreting non-culture test results and developing rational patient management strategies, which considers test performance and types of invasive candidiasis that are most common in various patient populations. β-d-glucan sensitivity/specificity for candidemia and intra-abdominal candidiasis is ~80%/80% and ~60%/75%, respectively. In settings with 1%–10% likelihood of candidemia, anticipated β-d-glucan positive and negative predictive values are ~4%–31% and ≥97%, respectively. Corresponding values in settings with 3%–30% likelihood of intra-abdominal candidiasis are ~7%–51% and ~78%–98%. β-d-glucan is predicted to be useful in guiding antifungal treatment for wide ranges of populations at-risk for candidemia (incidence ~5%–40%) or intra-abdominal candidiasis (~7%–20%). Validated PCR-based assays should broaden windows to include populations at lower-risk for candidemia (incidence ≥~2%) and higher-risk for intra-abdominal candidiasis (up to ~40%). In the management of individual patients, non-culture tests may also have value outside of these windows. The proposals we put forth are not definitive treatment guidelines, but rather represent starting points for clinical trial design and debate by the infectious diseases community. The principles presented here will be applicable to other assays as they enter the clinic, and to existing assays as more data become available from different populations.http://www.mdpi.com/2309-608X/2/1/10invasive candidiasiscandidemiaintra-abdominal candidiasisβ-d-glucanpolymerase chain reaction (PCR)diagnosisBayesian
collection DOAJ
language English
format Article
sources DOAJ
author Cornelius J. Clancy
Ryan K. Shields
M. Hong Nguyen
spellingShingle Cornelius J. Clancy
Ryan K. Shields
M. Hong Nguyen
Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management Strategies
Journal of Fungi
invasive candidiasis
candidemia
intra-abdominal candidiasis
β-d-glucan
polymerase chain reaction (PCR)
diagnosis
Bayesian
author_facet Cornelius J. Clancy
Ryan K. Shields
M. Hong Nguyen
author_sort Cornelius J. Clancy
title Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management Strategies
title_short Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management Strategies
title_full Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management Strategies
title_fullStr Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management Strategies
title_full_unstemmed Invasive Candidiasis in Various Patient Populations: Incorporating Non-Culture Diagnostic Tests into Rational Management Strategies
title_sort invasive candidiasis in various patient populations: incorporating non-culture diagnostic tests into rational management strategies
publisher MDPI AG
series Journal of Fungi
issn 2309-608X
publishDate 2016-02-01
description Mortality rates due to invasive candidiasis remain unacceptably high, in part because the poor sensitivity and slow turn-around time of cultures delay the initiation of antifungal treatment. β-d-glucan (Fungitell) and polymerase chain reaction (PCR)-based (T2Candida) assays are FDA-approved adjuncts to cultures for diagnosing invasive candidiasis, but their clinical roles are unclear. We propose a Bayesian framework for interpreting non-culture test results and developing rational patient management strategies, which considers test performance and types of invasive candidiasis that are most common in various patient populations. β-d-glucan sensitivity/specificity for candidemia and intra-abdominal candidiasis is ~80%/80% and ~60%/75%, respectively. In settings with 1%–10% likelihood of candidemia, anticipated β-d-glucan positive and negative predictive values are ~4%–31% and ≥97%, respectively. Corresponding values in settings with 3%–30% likelihood of intra-abdominal candidiasis are ~7%–51% and ~78%–98%. β-d-glucan is predicted to be useful in guiding antifungal treatment for wide ranges of populations at-risk for candidemia (incidence ~5%–40%) or intra-abdominal candidiasis (~7%–20%). Validated PCR-based assays should broaden windows to include populations at lower-risk for candidemia (incidence ≥~2%) and higher-risk for intra-abdominal candidiasis (up to ~40%). In the management of individual patients, non-culture tests may also have value outside of these windows. The proposals we put forth are not definitive treatment guidelines, but rather represent starting points for clinical trial design and debate by the infectious diseases community. The principles presented here will be applicable to other assays as they enter the clinic, and to existing assays as more data become available from different populations.
topic invasive candidiasis
candidemia
intra-abdominal candidiasis
β-d-glucan
polymerase chain reaction (PCR)
diagnosis
Bayesian
url http://www.mdpi.com/2309-608X/2/1/10
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