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Pham D, Sivalingam V, Tang HM, Montgomery JM, Chen SCA, Halliday CL. Molecular Diagnostics for Invasive Fungal Diseases: Current and Future Approaches. J Fungi (Basel) 2024; 10:447. [PMID: 39057332 PMCID: PMC11278267 DOI: 10.3390/jof10070447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/21/2024] [Accepted: 06/24/2024] [Indexed: 07/28/2024] Open
Abstract
Invasive fungal diseases (IFDs) comprise a growing healthcare burden, especially given the expanding population of immunocompromised hosts. Early diagnosis of IFDs is required to optimise therapy with antifungals, especially in the setting of rising rates of antifungal resistance. Molecular techniques including nucleic acid amplification tests and whole genome sequencing have potential to offer utility in overcoming limitations with traditional phenotypic testing. However, standardisation of methodology and interpretations of these assays is an ongoing undertaking. The utility of targeted Aspergillus detection has been well-defined, with progress in investigations into the role of targeted assays for Candida, Pneumocystis, Cryptococcus, the Mucorales and endemic mycoses. Likewise, whilst broad-range polymerase chain reaction assays have been in use for some time, pathology stewardship and optimising diagnostic yield is a continuing exercise. As costs decrease, there is also now increased access and experience with whole genome sequencing, including metagenomic sequencing, which offers unparalleled resolution especially in the investigations of potential outbreaks. However, their role in routine diagnostic use remains uncommon and standardisation of techniques and workflow are required for wider implementation.
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Affiliation(s)
- David Pham
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - Varsha Sivalingam
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - Helen M. Tang
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - James M. Montgomery
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
| | - Sharon C.-A. Chen
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
- Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia
- Sydney Infectious Diseases Institute, The University of Sydney, Westmead, NSW 2145, Australia
| | - Catriona L. Halliday
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, NSW Health Pathology, Westmead Hospital, Westmead, NSW 2145, Australia; (D.P.)
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Camp I, Füszl A, Selitsch B, Kröckel I, Kovac K, Wahrmann M, Steinlechner B, Weber J, Schellongowski P, Zauner C, Sengölge G, Seitz T, Zoufaly A, Ströbele B, Fuchs S, Lass-Flörl C, Burgmann H, Kundi M, Willinger B. Is the T2MR Candida Panel a suitable alternative to the SeptiFast for the rapid diagnosis of candidemia in routine clinical practice? Clin Microbiol Infect 2024; 30:816-821. [PMID: 38432432 DOI: 10.1016/j.cmi.2024.02.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 02/11/2024] [Accepted: 02/27/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVES The diagnosis of invasive Candida infection remains challenging because of tests with slow turnaround times or mediocre performance. T2magnetic resonance imaging is a new diagnostic tool. We investigated the diagnostic accuracy of the T2Candida panel (T2) in comparison with blood culture (BC) and the SeptiFast (SF) for the detection of five different Candida species among high-risk intensive care unit patients with suspected candidemia. METHODS We analysed blood samples collected from patients with suspected candidemia (177 samples from 138 patients) from August 2018 to April 2020. Blood samples were collected and analysed concurrently by BC, SF, and T2Candida. Subsequently, based on clinical and microbiological findings, patient samples were assigned to specific risk categories (proven, probable, and no candidemia). RESULTS Twenty-two samples from 17 patients were classified as proven candidemia, and 15 samples from 14 patients were classified as probable candidemia. A sensitivity of 68.2% (95% CI, 45-86%) was observed for the BC and the SF, and a sensitivity of 63.6% (95% CI, 41-83%) was observed for the T2 when only cases with proven candidemia were evaluated. For proven and probable candidemia, the sensitivity was 40.5% (95% CI, 23-58%) for BC, 81.1% (95% CI, 65-92%) for SF, and 73.0% (95% CI, 56-86%) for T2. DISCUSSION The diagnostic performance of SF and T2 was similar. For samples with proven/probable candidemia, SF and T2 had a higher sensitivity compared to BC. Used in conjunction with other diagnostic methods, T2 can replace the no longer available SF for the diagnosis of candidemia, enabling the timely initiation of targeted antifungal therapy.
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Affiliation(s)
- Iris Camp
- Division of Clinical Microbiology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Astrid Füszl
- Institute for Medical Microbiology and Hygiene, Österreichische Agentur für Gesundheit und Ernährungssicherheit (AGES), Vienna, Austria
| | - Brigitte Selitsch
- Division of Clinical Microbiology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Ivonne Kröckel
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Katharina Kovac
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Martin Wahrmann
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Barbara Steinlechner
- Division of Cardiothoracic and Vascular Anesthesia and Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Johannes Weber
- University Department of Anesthesia, Intensive Care Medicine and Pain Medicine, Intensive Care Unit 9D, Medical University of Vienna, Vienna, Austria
| | - Peter Schellongowski
- Department of Medicine I, Intensive Care Unit 13i2, Comprehensive Cancer Center, Center of Excellence in Medical Intensive Care, Medical University of Vienna, Vienna, Austria
| | - Christian Zauner
- Department of Medicine III, Intensive Care Unit 13H1, Medical University of Vienna, Vienna, Austria
| | - Guerkan Sengölge
- Department of Internal Medicine III, Division of Nephrology and Dialysis, Medical University of Vienna, Vienna, Austria
| | - Tamara Seitz
- 4th Medical Department with Infectious Diseases and Tropical Medicine, Klinik Favoriten, Austria and Sigmund Freud University Vienna, Vienna, Austria
| | - Alexander Zoufaly
- 4th Medical Department with Infectious Diseases and Tropical Medicine, Klinik Favoriten, Austria and Sigmund Freud University Vienna, Vienna, Austria
| | - Barbara Ströbele
- University Hospital of St. Pölten, Institute for Hygiene and Microbiology, St Pölten, Austria
| | - Stefan Fuchs
- Institute of Hygiene and Medical Microbiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Cornelia Lass-Flörl
- Institute of Hygiene and Medical Microbiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Heinz Burgmann
- Department of Internal Medicine I, Division of Infectious Diseases and Tropical Medicine, Medical University of Vienna, Vienna, Austria
| | - Michael Kundi
- Department of Environmental Health, Medical University Vienna, Vienna, Austria
| | - Birgit Willinger
- Division of Clinical Microbiology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.
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Azim A, Ahmed A. Diagnosis and management of invasive fungal diseases in non-neutropenic ICU patients, with focus on candidiasis and aspergillosis: a comprehensive review. Front Cell Infect Microbiol 2024; 14:1256158. [PMID: 38505289 PMCID: PMC10948617 DOI: 10.3389/fcimb.2024.1256158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 02/20/2024] [Indexed: 03/21/2024] Open
Abstract
Invasive fungal diseases pose a significant threat to non-neutropenic ICU patients, with Candida and Aspergillus infections being the most common. However, diagnosing these infections in the ICU population remains challenging due to overlapping clinical features, poor sensitivity of blood cultures, and invasive sampling requirements. The classical host criteria for defining invasive fungal disease do not fully apply to ICU patients, leading to missed or delayed diagnoses. Recent advancements have improved our understanding of invasive fungal diseases, leading to revised definitions and diagnostic criteria. However, the diagnostic difficulties in ICU patients remain unresolved, highlighting the need for further research and evidence generation. Invasive candidiasis is the most prevalent form of invasive fungal disease in non-neutropenic ICU patients, presenting as candidemia and deep-seated candidiasis. Diagnosis relies on positive blood cultures or histopathology, while non-culture-based techniques such as beta-D-glucan assay and PCR-based tests show promise. Invasive aspergillosis predominantly manifests as invasive pulmonary aspergillosis in ICU patients, often associated with comorbidities and respiratory deterioration in viral pneumonia. Diagnosis remains challenging due to poor sensitivity of blood cultures and difficulties in performing lung biopsies. Various diagnostic criteria have been proposed, including mycological evidence, clinical/radiological factors and expanded list of host factors. Non-culture-based techniques such as galactomannan assay and PCR-based tests can aid in diagnosis. Antifungal management involves tailored therapy based on guidelines and individual patient factors. The complexity of diagnosing and managing invasive fungal diseases in ICU patients underscore the importance of ongoing research and the need for updated diagnostic criteria and treatment approaches. Invasive fungal disease, Invasive fungal infection, Invasive candidiasis, Invasive aspergillosis, Antifungal drugs.
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Affiliation(s)
- Afzal Azim
- Department of Critical Care Medicine, Sanjay Gandhi Post Graduate Institute of Medical Sciences (SGPGI), Lucknow, India
| | - Armin Ahmed
- Department of Critical Care Medicine, King George’s Medical University, Lucknow, India
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O’Donnell M, Shields RK, Marini RV, Groetzinger LM, Potoski BA, Falcione BA, Shah S, McCreary EK, Clarke L, Brant E, McVerry BJ, Liegey S, Pasculle AW, Clancy CJ, Nguyen MH. Stewardship-Guided T2Candida Testing Shortens Time to Antifungal Treatment and Reduces Antifungal Usage Among Medical Intensive Care Unit Patients With Septic Shock. Open Forum Infect Dis 2023; 10:ofad538. [PMID: 38023565 PMCID: PMC10651185 DOI: 10.1093/ofid/ofad538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Indexed: 12/01/2023] Open
Abstract
Background Diagnosis of invasive candidiasis (IC) is limited by insensitivity and slow turnaround of cultures. Our objectives were to define the performance of T2Candida, a nonculture test, under guidance of a diagnostic stewardship program, and evaluate impact on time to antifungal initiation and antifungal utilization. Methods This was a retrospective study of adult medical intensive care unit (MICU) patients with septic shock for whom T2Candida testing was performed from March 2017 to March 2020. Patients with positive T2Candida results during this period were compared to MICU patients who did not undergo T2Candida testing but had septic shock and blood cultures positive for Candida from January 2016 through March 2020. Results Overall, 155 T2Candida tests from 143 patients were included. Nine percent of T2Candida tests were positive compared to 4.5% of blood cultures. Sensitivity, specificity, positive predictive value, and negative predictive value of T2Candida for proven and probable IC were 78%, 95%, 50%, and 99%, respectively. Patients who tested positive for T2Candida (n = 14) were diagnosed earlier and initiated on antifungal therapy sooner than patients with IC (n = 14) diagnosed by blood culture alone (median, 5.6 vs 60 hours; P < .0001). Median antifungal days of therapy/1000 patient-days were 23.3/month preimplementation and 15/month postimplementation (P = .007). Following a negative T2Candida result, empiric antifungals were either not administered in 58% or discontinued within 72 hours in 96% of patients. Conclusions Diagnostic stewardship guided T2Candida testing resulted in reduced time to IC diagnosis, faster initiation of antifungal therapy, and lower antifungal usage among MICU patients with septic shock.
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Affiliation(s)
- Matthew O’Donnell
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, UPMC, Pittsburgh, Pennsylvania, USA
| | - Ryan K Shields
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy, UPMC, Pittsburgh, Pennsylvania, USA
| | - Rachel V Marini
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy, UPMC, Pittsburgh, Pennsylvania, USA
| | | | - Brian A Potoski
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Bonnie A Falcione
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Sunish Shah
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pharmacy, UPMC, Pittsburgh, Pennsylvania, USA
| | - Erin K McCreary
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
| | - Lloyd Clarke
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
| | - Emily Brant
- Department of Critical Care Medicine, UPMC, Pittsburgh, Pennsylvania, USA
| | - Bryan J McVerry
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, UPMC, Pittsburgh, Pennsylvania, USA
| | - Susan Liegey
- Division of Clinical Microbiology, UPMC, Pittsburgh, Pennsylvania, USA
| | - A William Pasculle
- Division of Clinical Microbiology, UPMC, Pittsburgh, Pennsylvania, USA
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Cornelius J Clancy
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Veterans Affairs Pittsburgh Healthcare System, Department of Medicine, Division of Infectious Diseases, Pittsburgh, Pennsylvania, USA
| | - M Hong Nguyen
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Division of Infectious Diseases, UPMC, Pittsburgh, Pennsylvania, USA
- Antibiotic Management Program, UPMC, Pittsburgh, Pennsylvania, USA
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Jenks JD, White PL, Kidd SE, Goshia T, Fraley SI, Hoenigl M, Thompson GR. An update on current and novel molecular diagnostics for the diagnosis of invasive fungal infections. Expert Rev Mol Diagn 2023; 23:1135-1152. [PMID: 37801397 PMCID: PMC10842420 DOI: 10.1080/14737159.2023.2267977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/04/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Invasive fungal infections cause millions of infections annually, but diagnosis remains challenging. There is an increased need for low-cost, easy to use, highly sensitive and specific molecular assays that can differentiate between colonized and pathogenic organisms from different clinical specimens. AREAS COVERED We reviewed the literature evaluating the current state of molecular diagnostics for invasive fungal infections, focusing on current and novel molecular tests such as polymerase chain reaction (PCR), digital PCR, high-resolution melt (HRM), and metagenomics/next generation sequencing (mNGS). EXPERT OPINION PCR is highly sensitive and specific, although performance can be impacted by prior/concurrent antifungal use. PCR assays can identify mutations associated with antifungal resistance, non-Aspergillus mold infections, and infections from endemic fungi. HRM is a rapid and highly sensitive diagnostic modality that can identify a wide range of fungal pathogens, including down to the species level, but multiplex assays are limited and HRM is currently unavailable in most healthcare settings, although universal HRM is working to overcome this limitation. mNGS offers a promising approach for rapid and hypothesis-free diagnosis of a wide range of fungal pathogens, although some drawbacks include limited access, variable performance across platforms, the expertise and costs associated with this method, and long turnaround times in real-world settings.
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Affiliation(s)
- Jeffrey D Jenks
- Durham County Department of Public Health, Durham, North Carolina, USA
- Division of Infectious Diseases, Department of Medicine, Duke University, Durham, North Carolina, USA
| | - P Lewis White
- Public Health Wales Microbiology Cardiff, UHW, United Kingdom and Centre for trials research/Division of Infection/Immunity, Cardiff University, Cardiff, UK
| | - Sarah E Kidd
- National Mycology Reference Centre, SA Pathology, Adelaide, Australia
- School of Biological Sciences, Faculty of Sciences, University of Adelaide, Adelaide, Australia
| | - Tyler Goshia
- Department of Bioengineering, University of California, San Diego, CA, USA
| | - Stephanie I Fraley
- Department of Bioengineering, University of California, San Diego, CA, USA
| | - Martin Hoenigl
- Division of Infectious Diseases, Medical University of Graz, Graz, Austria
- BioTechMed, Graz, Austria
| | - George R Thompson
- University of California Davis Center for Valley Fever, Sacramento, CA, USA
- Department of Internal Medicine, Division of Infectious Diseases, University of California Davis Medical Center, Sacramento, CA, USA
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, CA, USA
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Soriano A, Honore PM, Puerta-Alcalde P, Garcia-Vidal C, Pagotto A, Gonçalves-Bradley DC, Verweij PE. Invasive candidiasis: current clinical challenges and unmet needs in adult populations. J Antimicrob Chemother 2023:7176280. [PMID: 37220664 DOI: 10.1093/jac/dkad139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023] Open
Abstract
Invasive candidiasis (IC) is a serious infection caused by several Candida species, and the most common fungal disease in hospitals in high-income countries. Despite overall improvements in health systems and ICU care in the last few decades, as well as the development of different antifungals and microbiological techniques, mortality rates in IC have not substantially improved. The aim of this review is to summarize the main issues underlying the management of adults affected by IC, focusing on specific forms of the infection: IC developed by ICU patients, IC observed in haematological patients, breakthrough candidaemia, sanctuary site candidiasis, intra-abdominal infections and other challenging infections. Several key challenges need to be tackled to improve the clinical management and outcomes of IC patients. These include the lack of global epidemiological data for IC, the limitations of the diagnostic tests and risk scoring tools currently available, the absence of standardized effectiveness outcomes and long-term data for IC, the timing for the initiation of antifungal therapy and the limited recommendations on the optimal step-down therapy from echinocandins to azoles or the total duration of therapy. The availability of new compounds may overcome some of the challenges identified and increase the existing options for management of chronic Candida infections and ambulant patient treatments. However, early identification of patients that require antifungal therapy and treatment of sanctuary site infections remain a challenge and will require further innovations.
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Affiliation(s)
- Alex Soriano
- Department of Infectious Diseases, Hospital Clinic of Barcelona, IDIBAPS, CIBERINF, University of Barcelona, Barcelona, Spain
| | - Patrick M Honore
- CHU UCL Godinne Namur, UCL Louvain Medical School, Namur, Belgium
| | - Pedro Puerta-Alcalde
- Department of Infectious Diseases, Hospital Clinic of Barcelona, IDIBAPS, CIBERINF, University of Barcelona, Barcelona, Spain
| | - Carolina Garcia-Vidal
- Department of Infectious Diseases, Hospital Clinic of Barcelona, IDIBAPS, CIBERINF, University of Barcelona, Barcelona, Spain
| | | | | | - Paul E Verweij
- Radboudumc-CWZ Center of Expertise for Mycology, Nijmegen, the Netherlands
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Griffiths JS, Orr SJ, Morton CO, Loeffler J, White PL. The Use of Host Biomarkers for the Management of Invasive Fungal Disease. J Fungi (Basel) 2022; 8:jof8121307. [PMID: 36547640 PMCID: PMC9784708 DOI: 10.3390/jof8121307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 12/03/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
Invasive fungal disease (IFD) causes severe morbidity and mortality, and the number of IFD cases is increasing. Exposure to opportunistic fungal pathogens is inevitable, but not all patients with underlying diseases increasing susceptibility to IFD, develop it. IFD diagnosis currently uses fungal biomarkers and clinical risk/presentation to stratify high-risk patients and classifies them into possible, probable, and proven IFD. However, the fungal species responsible for IFD are highly diverse and present numerous diagnostic challenges, which culminates in the empirical anti-fungal treatment of patients at risk of IFD. Recent studies have focussed on host-derived biomarkers that may mediate IFD risk and can be used to predict, and even identify IFD. The identification of novel host genetic variants, host gene expression changes, and host protein expression (cytokines and chemokines) associated with increased risk of IFD has enhanced our understanding of why only some patients at risk of IFD actually develop disease. Furthermore, these host biomarkers when incorporated into predictive models alongside conventional diagnostic techniques enhance predictive and diagnostic results. Once validated in larger studies, host biomarkers associated with IFD may optimize the clinical management of populations at risk of IFD. This review will summarise the latest developments in the identification of host biomarkers for IFD, their use in predictive modelling and their potential application/usefulness for informing clinical decisions.
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Affiliation(s)
- James S. Griffiths
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London WC2R 2LS, UK
| | - Selinda J. Orr
- Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine, Dentistry and Biomedical Science, Queen’s University Belfast, Belfast BT9 7BL, UK
| | | | - Juergen Loeffler
- Department of Internal Medicine II, University Hospital of Würzburg, 97070 Würzburg, Germany
| | - P. Lewis White
- Public Health Wales, Microbiology Cardiff, University Hospital of Wales, Heath Park, Cardiff CF14 4XW, UK
- Correspondence:
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An Evaluation of the OLM CandID Real-Time PCR to Aid in the Diagnosis of Invasive Candidiasis When Testing Serum Samples. J Fungi (Basel) 2022; 8:jof8090935. [PMID: 36135660 PMCID: PMC9505555 DOI: 10.3390/jof8090935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 08/23/2022] [Accepted: 09/01/2022] [Indexed: 11/17/2022] Open
Abstract
Background: Treatment for invasive candidiasis (IC) is time-critical, and culture-based tests can limit clinical utility. Nonculture-based methods such as Candida PCR represent a promising approach to improving patient management but require further evaluation to understand their optimal role and incorporation into clinical algorithms. This study determined the performance of the commercially available OLM CandID real-time PCR when testing serum and developed a diagnostic algorithm for IC. Methods: The study comprised a retrospective performance evaluation of the CandID real-time PCR assay when testing surplus serum (n = 83 patients, 38 with IC), followed by a prospective consecutive cohort evaluation (n = 103 patients, 24 with IC) post incorporation into routine service. A combined diagnostic algorithm, also including (1-3)-β-D-Glucan testing, was generated. Results: Prospective CandID testing generated a sensitivity/specificity of 88%/82%, respectively. Specificity was improved (>95%) when both PCR replicates were positive and/or the patient had multiple positive samples. When combining CandID with (1-3)-β-D-Glucan testing, the probability of IC when both were positive or negative was >69% or <1%, respectively. Conclusions: The CandID provides excellent performance and a rapid time-to-result using methods widely available in generic molecular diagnostic laboratories. By combining nonculture diagnostics, it may be possible to accurately confirm or exclude IC.
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Mina S, Yaakoub H, Annweiler C, Dubée V, Papon N. COVID-19 and Fungal Infections: A Double Debacle. Microbes Infect 2022; 24:105039. [PMID: 36030024 PMCID: PMC9400371 DOI: 10.1016/j.micinf.2022.105039] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 08/08/2022] [Accepted: 08/09/2022] [Indexed: 12/15/2022]
Abstract
Fungal infections remain hardly treatable because of unstandardized diagnostic tests, limited antifungal armamentarium, and more specifically, potential toxic interactions between antifungals and immunosuppressants used during anti-inflammatory therapies, such as those set up in critically ill COVID-19 patients. Taking into account pre-existing difficulties in treating vulnerable COVID-19 patients, any co-occurrence of infectious diseases like fungal infections constitutes a double debacle for patients, healthcare experts, and the public economy. Since the first appearance of SARS-CoV-2, a significant rise in threatening fungal co-infections in COVID-19 patients has been testified in the scientific literature. Better management of fungal infections in COVID-19 patients is, therefore, a priority and requires highlighting common risk factors, relationships with immunosuppression, as well as challenges in fungal diagnosis and treatment. The present review attempts to highlight these aspects in the three most identified causative agents of fungal co-infections in COVID-19 patients: Aspergillus, Candida, and Mucorales species.
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Affiliation(s)
- Sara Mina
- Department of Medical Laboratory Sciences, Faculty of Health Sciences, Beirut Arab University, Beirut, Lebanon.
| | - Hajar Yaakoub
- Univ Angers, Univ Brest, IRF, SFR ICAT, F-49000, Angers, France
| | - Cédric Annweiler
- Department of Geriatric Medicine and Memory Clinic, Research Center on Autonomy and Longevity, University Hospital of Angers, Angers, France; Univ Angers, Université de Nantes, LPPL, SFR CONFLUENCES, F-49000 Angers, France
| | - Vincent Dubée
- Univ Angers, Université de Nantes, Inserm, CRCINA, INCIT, SFR ICAT, F-49000 Angers, France; Infectious Diseases Department, Angers University Hospital, Angers, France
| | - Nicolas Papon
- Univ Angers, Univ Brest, IRF, SFR ICAT, F-49000, Angers, France.
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10
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Zakhem AE, Istambouli R, Jabbour JF, Hindy JR, Gharamti A, Kanj SS. Diagnosis and Management of Invasive Candida Infections in Critically Ill Patients. Semin Respir Crit Care Med 2022; 43:46-59. [PMID: 35172358 DOI: 10.1055/s-0041-1741009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Invasive candidiasis (IC) has become a serious problem in the intensive care unit patients with an attributable mortality rate that can reach up to 51%. Multiple global surveillance studies have shown an increasing incidence of candidemia. Despite their limited sensitivity (21-71%), cultures remain the gold standard for the diagnosis of IC associated with candidemia. Many adjunct laboratory tests exist to support or rule out the diagnosis, each with its indications and limitations, including procalcitonin, 1,3-β-D-glucan, mannan and anti-mannan antibodies, and Candida albicans germ tube antibody. In addition, polymerase chain reaction-based methods could expedite species identification in positive blood cultures, helping in guiding early empirical antifungal therapy. The management of IC in critically ill patients can be classified into prophylactic, preemptive, empiric, and directed/targeted therapy of a documented infection. There is no consensus concerning the benefit of prophylactic therapy in critically ill patients. While early initiation of appropriate therapy in confirmed IC is an important determinant of survival, the selection of candidates and drug of choice for empirical systemic antifungal therapy is more controversial. The choice of antifungal agents is determined by many factors, including the host, the site of infection, the species of the isolated Candida, and its susceptibility profile. Echinocandins are considered initial first-line therapy agents. Due to the conflicting results of the various studies on the benefit of preemptive therapy for critically ill patients and the lack of robust evidence, the Infectious Diseases Society of America (IDSA) omitted this category from its updated guidelines and the European Society of Intensive Care Medicine (ESICM) and the Critically Ill Patients Study Group of the European Society of Clinical Microbiology and Infectious Diseases (ESCMID) do not recommend it.
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Affiliation(s)
- Aline El Zakhem
- Division of Infectious Diseases, American University of Beirut Medical Center, Beirut, Lebanon
| | - Rachid Istambouli
- Leeds and York Partnership NHS Foundation Trust, Leeds, United Kingdom
| | - Jean-Francois Jabbour
- Department of Internal Medicine, Saint George Hospital University Medical Center, University of Balamand, Beirut, Lebanon
| | - Joya-Rita Hindy
- Division of Infectious Diseases, Department of Internal Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota
| | - Amal Gharamti
- Department of Internal Medicine, Yale School of Medicine, Waterbury Hospital, Waterbury, Connecticut
| | - Souha S Kanj
- Division of Infectious Diseases, American University of Beirut Medical Center, Beirut, Lebanon
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11
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Quirino A, Scaglione V, Marascio N, Mazzitelli M, Garofalo E, Divenuto F, Serapide F, Bruni A, Lionello R, Pavia G, Costa C, Giancotti A, Peronace C, Longhini F, Russo A, Liberto MC, Matera G, Torti C, Trecarichi EM. Role of the T2Dx magnetic resonance assay in patients with suspected bloodstream infection: a single-centre real-world experience. BMC Infect Dis 2022; 22:113. [PMID: 35105333 PMCID: PMC8805379 DOI: 10.1186/s12879-022-07096-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 01/28/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND T2Dx was approved by the US Food and Drug Administration for the rapid detection of a modified panel of ESKAPE bacterial species or Candida spp. causing bloodstream infection (BSI). PATIENTS AND METHODS We performed a retrospective, observational study from January 1, 2018 to December 31, 2019 of all hospitalised patients with suspected BSI who underwent assessment using T2Dx in addition to standard blood culture (BC). T2-positive patients (cases) were compared to a matched group of patients with BSI documented only by BC (1:2 ratio) to investigate the possible impact of T2Dx on the appropriateness of empirical antimicrobial therapy and 21-day mortality. RESULTS In total, 78 T2Dx-analysed samples (49 patients) were analysed. The T2Dx assay result was positive for18 patients and negative for 31 patients. The concordance rates of the T2Bacteria Panel and T2Candida Panel results with those of standard BC were 74.4% and 91.4%, respectively. In the matched analysis, inappropriate empiric antimicrobial therapy administration was significantly less frequent in cases than in comparators (5.5% vs. 38.8%). The 21-day mortality rate was twofold lower in cases than in comparators (22.2% vs. 44.4%), although the difference was not significant. No other analysed variables were significantly different between the two groups. CONCLUSIONS This study illustrated that T2Dx might be associated with an increase in the appropriateness of empiric antimicrobial therapy in patients with BSI. Further studies are needed to evaluate whether the T2Dx assay can improve patient outcomes.
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Affiliation(s)
- Angela Quirino
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Vincenzo Scaglione
- Unit of Infectious and Tropical Diseases, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Nadia Marascio
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Maria Mazzitelli
- Unit of Infectious and Tropical Diseases, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Eugenio Garofalo
- Unit of Intensive Care, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | | | - Francesca Serapide
- Unit of Infectious and Tropical Diseases, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Andrea Bruni
- Unit of Intensive Care, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Rosaria Lionello
- Unit of Infectious and Tropical Diseases, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Grazia Pavia
- "Magna Graecia" University of Catanzaro, Catanzaro, Italy
| | - Chiara Costa
- "Mater Domini" Teaching Hospital, Catanzaro, Italy
| | | | - Cinzia Peronace
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Federico Longhini
- Unit of Intensive Care, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Alessandro Russo
- Unit of Infectious and Tropical Diseases, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Maria Carla Liberto
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Giovanni Matera
- Unit of Clinical Microbiology, Department of Health Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
| | - Carlo Torti
- Unit of Infectious and Tropical Diseases, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy.
| | - Enrico Maria Trecarichi
- Unit of Infectious and Tropical Diseases, Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro-"Mater Domini" Teaching Hospital, Catanzaro, Italy
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12
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T2Candida Assay in the Diagnosis of Intraabdominal Candidiasis: A Prospective Multicenter Study. J Fungi (Basel) 2022; 8:jof8010086. [PMID: 35050026 PMCID: PMC8778123 DOI: 10.3390/jof8010086] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/11/2022] [Accepted: 01/12/2022] [Indexed: 01/27/2023] Open
Abstract
The T2Candida magnetic resonance assay is a direct-from-blood pathogen detection assay that delivers a result within 3–5 h, targeting the most clinically relevant Candida species. Between February 2019 and March 2021, the study included consecutive patients aged >18 years admitted to an intensive care unit or surgical high-dependency unit due to gastrointestinal surgery or necrotizing pancreatitis and from whom diagnostic blood cultures were obtained. Blood samples were tested in parallel with T2Candida and 1,3-β-D-glucan. Of 134 evaluable patients, 13 (10%) were classified as having proven intraabdominal candidiasis (IAC) according to the EORTC/MSG criteria. Two of the thirteen patients (15%) had concurrent candidemia. The sensitivity, specificity, positive predictive value, and negative predictive value, respectively, were 46%, 97%, 61%, and 94% for T2Candida and 85%, 83%, 36%, and 98% for 1,3-β-D-glucan. All positive T2Candida results were consistent with the culture results at the species level, except for one case of dual infection. The performance of T2Candida was comparable with that of 1,3-β-D-glucan for candidemic IAC but had a lower sensitivity for non-candidemic IAC (36% vs. 82%). In conclusion, T2Candida may be a valuable complement to 1,3-β-D-glucan in the clinical management of high-risk surgical patients because of its rapid results and ease of use.
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13
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Abstract
PURPOSE OF REVIEW This review will comment on the current knowledge for the diagnosis of the main causes of COVID-19-associated invasive fungal disease (IFD); it will discuss the optimal strategies and limitations and wherever available, will describe international recommendations. RECENT FINDINGS A range of secondary IFDs complicating COVID-19 infection have been described and while COVID-19-associated pulmonary aspergillosis was predicted, the presentation of significant numbers of COVID-19-associated candidosis and COVID-19-associated mucormycosis was somewhat unexpected. Given the range of IFDs and prolonged duration of risk, diagnostic strategies need to involve multiple tests for detecting and differentiating various causes of IFD. Although performance data for a range of tests to diagnose COVID-19-associated pulmonary aspergillosis is emerging, the performance of tests to diagnose other IFD is unknown or based on pre-COVID performance data. SUMMARY Because of the vast numbers of COVID-19 infections, IFD in COVID-19 critical-care patients represents a significant burden of disease, even if incidences are less than 5%. Optimal diagnosis of COVID-19-associated IFD requires a strategic approach. The pandemic has highlighted the potential impact of IFD outside of the typical high-risk clinical cohorts, given the ever-increasing population at risk of IFD and enhanced surveillance of fungal infections is required.
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Affiliation(s)
- P Lewis White
- Public Health Wales, Microbiology Cardiff, UHW, Heath Park, Cardiff, UK
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14
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Willis ZI, de St Maurice A. A Piece of the Puzzle: The Role of Molecular Testing in Antimicrobial Stewardship. J Pediatric Infect Dis Soc 2021; 10:930-935. [PMID: 34129044 DOI: 10.1093/jpids/piab037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 04/30/2021] [Indexed: 11/14/2022]
Abstract
Molecular testing may have an important role in expediting the diagnosis of infectious diseases. Pediatric infectious diseases specialists need to be cognizant of the strengths and limitations of these existing and emerging technologies in order to ensure that they are used and interpreted appropriately.
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Affiliation(s)
- Zachary I Willis
- Division of Infectious Diseases, Department of Pediatrics, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Annabelle de St Maurice
- Division of Infectious Diseases, Department of Pediatrics, University of California Los Angeles, Los Angeles, California, USA
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15
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Culture independent detection systems for bloodstream infection. Clin Microbiol Infect 2021; 28:195-201. [PMID: 34687856 DOI: 10.1016/j.cmi.2021.09.039] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/30/2021] [Accepted: 09/28/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Sepsis and bloodstream infection are associated with significant morbidity and mortality, and early effective antimicrobial therapy has been demonstrated to improve patient outcomes. Traditional culture-based methods, however, have several limitations which hamper a prompt diagnosis in bloodstream infection, including long turnaround times and limited sensitivity. In the last years, advances have been made in the development of several technologies which allow the identification of pathogens and their resistance markers directly from whole blood, possibly representing promising alternatives to conventional culture methods. OBJECTIVES To review the currently commercially available emerging assays for the diagnosis of bloodstream infections directly from whole blood, including their performance and the available data about their impact on patients' outcome. SOURCES Peer-reviewed publications relevant to the topic have been searched through PubMed; manufacturers' websites have also been consulted as a data source. CONTENT We have reviewed available data about the following technologies: multiplex real-time PCR working directly from whole blood (Magicplex Sepsis Real-Time test, Seegene), PCR combined with T2 Magnetic Resonance (T2Candida and T2Bacteria panel, T2Biosystem), and metagenomics-based assays (including SepsiTest, Molzym; iDTECT Dx Blood, PathoQuest; Karius NGS plasma Test, Karius). Performance characteristics, advantages and pitfalls of each method are described, and available data about their impact on patients' clinical outcomes are discussed. IMPLICATIONS The potential of rapid diagnostic tests applied on whole blood in improving the management of patients with bloodstream infection and sepsis is high, both in terms of reducing turnaround times and improving the sensitivity of pathogen and antimicrobial resistance detection. However, overall, there is still a scarcity of data about the real-life performance of such tests, and well-designed studies are awaited for assessing the impact of these emerging technologies on patients' outcomes.
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16
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Yoo J, Kim SH, Hur S, Ha J, Huh K, Cha WC. Candidemia Risk Prediction (CanDETEC) Model for Patients With Malignancy: Model Development and Validation in a Single-Center Retrospective Study. JMIR Med Inform 2021; 9:e24651. [PMID: 34309570 PMCID: PMC8367162 DOI: 10.2196/24651] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/09/2020] [Accepted: 06/17/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Appropriate empirical treatment for candidemia is associated with reduced mortality; however, the timely diagnosis of candidemia in patients with sepsis remains poor. OBJECTIVE We aimed to use machine learning algorithms to develop and validate a candidemia prediction model for patients with cancer. METHODS We conducted a single-center retrospective study using the cancer registry of a tertiary academic hospital. Adult patients diagnosed with malignancies between January 2010 and December 2018 were included. Our study outcome was the prediction of candidemia events. A stratified undersampling method was used to extract control data for algorithm learning. Multiple models were developed-a combination of 4 variable groups and 5 algorithms (auto-machine learning, deep neural network, gradient boosting, logistic regression, and random forest). The model with the largest area under the receiver operating characteristic curve (AUROC) was selected as the Candida detection (CanDETEC) model after comparing its performance indexes with those of the Candida Score Model. RESULTS From a total of 273,380 blood cultures from 186,404 registered patients with cancer, we extracted 501 records of candidemia events and 2000 records as control data. Performance among the different models varied (AUROC 0.771- 0.889), with all models demonstrating superior performance to that of the Candida Score (AUROC 0.677). The random forest model performed the best (AUROC 0.889, 95% CI 0.888-0.889); therefore, it was selected as the CanDETEC model. CONCLUSIONS The CanDETEC model predicted candidemia in patients with cancer with high discriminative power. This algorithm could be used for the timely diagnosis and appropriate empirical treatment of candidemia.
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Affiliation(s)
- Junsang Yoo
- Department of Nursing, College of Nursing, Sahmyook University, Seoul, Republic of Korea
| | - Si-Ho Kim
- Division of Infectious Disease, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, Republic of Korea
| | - Sujeong Hur
- Department of Patient Experience Management, Samsung Medical Center, Seoul, Republic of Korea.,Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea
| | - Juhyung Ha
- Department of Computer Science, Indiana University Bloomington, Bloomington, IN, United States
| | - Kyungmin Huh
- Division of Infectious Disease, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Won Chul Cha
- Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea.,Department of Emergency Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.,Digital Innovation Center, Samsung Medical Center, Seoul, Republic of Korea
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17
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Ciner AT, Hochster HS, August DA, Carpizo DR, Spencer KR. Delayed cytokine release syndrome after neoadjuvant nivolumab: a case report and literature review. Immunotherapy 2021; 13:1071-1078. [PMID: 34287029 DOI: 10.2217/imt-2020-0329] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: Cytokine release syndrome (CRS) is an infrequently described immune-related adverse event of checkpoint inhibitors (CPI). CPI-induced CRS typically presents with fevers, hemodynamic instability and organ dysfunction within 2 weeks of the last treatment cycle. Case study: We report an unusual case of delayed and severe CRS occurring postoperatively in a patient with hepatic-limited metastatic colorectal cancer who received neoadjuvant immunotherapy. After a negative workup for alternative causes, he received prolonged corticosteroid treatment with symptom resolution. Conclusion: CPI-induced CRS can mimic sepsis and clinicians should maintain a high-index of suspicion to diagnose this immune-related adverse event early and initiate appropriate treatment. As use of perioperative immunotherapy increases, the potential role of surgery to trigger CRS in this case warrants further investigation.
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Affiliation(s)
- Aaron T Ciner
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
| | - Howard S Hochster
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
| | - David A August
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
| | - Darren R Carpizo
- Department of Surgery, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Kristen R Spencer
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
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18
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Klimko NN, Kozlova OP. Invasive candidiasis in children. JOURNAL INFECTOLOGY 2021. [DOI: 10.22625/2072-6732-2021-13-2-14-26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The prevalence of invasive candidiasis (IC) in pediatric hospitals is from 4,3 to 15,2 per 10,000 hospitalized, in ICU – from 3,5 to 7 cases per 1,000, with HSCT – 2,9%. The average length of stay of a patient in the hospital before the development of IC varies from 21 to 56 days, in the ICU – more than 15 days. Knowledge of risk factors (ICU stay for ≥15 days, use of antibacterial drugs and parenteral nutrition, active malignant neoplasm, etc.) makes it possible to identify patients with a high (10-46%) risk of developing IC. Candida albicans remains the leading causative agent of IC in children, but infections with non-albicans Candida spp. have increased and an increase in the resistance of IC pathogens to azole antimycotics was noted. The main clinical variant of IC in children is candidemia, other forms include the central nervous system, abdominal organs, eyes, heart, bones and joints, kidneys, skin and subcutaneous tissue involvement, as well as chronic disseminated (hepatolienal) candidiasis. Blood culture, the main method of laboratory diagnostics of IC, is characterized by low sensitivity and requires a long time. Methods of noncultural diagnostics of IC (1,3-β-D-glucan, mannan and antimannan antibodies, T2 Candida etc) in children have not been sufficiently studied. The main drugs for the treatment of IC in children are echinocandins (anidulafungin, etc.), and CVC removal/replacement is necessary. The overall mortality rate in pediatric patients within 30 days after the diagnosis of IC is 37% to 44%.
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Affiliation(s)
- N. N. Klimko
- North-West State Medical University named after I.I. Mechnikov
| | - O. P. Kozlova
- North-West State Medical University named after I.I. Mechnikov
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19
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Yan G, Chew KL, Chai LYA. Update on Non-Culture-Based Diagnostics for Invasive Fungal Disease. Mycopathologia 2021; 186:575-582. [PMID: 34213735 DOI: 10.1007/s11046-021-00549-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 03/19/2021] [Indexed: 02/06/2023]
Abstract
Diagnostic tests for fungi provide the mycological evidence to strengthen diagnosis of invasive fungal disease. Conventional microbiology and histopathology have their limitations. Recognizing this, there have been attempts at developing new methods to improve yield of diagnosing invasive fungal disease (IFD). The recent focus has been on non-culture-based antigen detection and molecular methods. The use of antigen detection of IFD through 1,3-β-D-glucan and galactomannan assay have been expanded, followed by development of lateral flow assays, and in combination with other diagnostic modalities to further increase diagnostic yield. The molecular diagnostic front has seen initiatives to standardize polymerase chain reaction methodologies to detect fungi and anti-fungal resistance, new platforms such as the T2Candida Biosystems and foray into fungal metagenomics. As these newer assays undergo stringent validation before incorporation into the diagnostic algorithm, the clinician needs to be mindful of their bedside utility as well as their limitation.
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Affiliation(s)
- Gabriel Yan
- Division of Microbiology, Department of Laboratory Medicine, National University Health System, Singapore, Singapore.,Division of Infectious Diseases, University Medicine Cluster, National University Health System, NUHS Tower Block, 1E Kent Ridge Road, Singapore, 119228, Singapore
| | - Ka Lip Chew
- Division of Microbiology, Department of Laboratory Medicine, National University Health System, Singapore, Singapore
| | - Louis Yi Ann Chai
- Division of Infectious Diseases, University Medicine Cluster, National University Health System, NUHS Tower Block, 1E Kent Ridge Road, Singapore, 119228, Singapore. .,National University Cancer Institute, Singapore, Singapore. .,Department of Medicine, Faculty of Medicine, National University of Singapore, Singapore, Singapore.
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20
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Comparison of β-D-Glucan levels between Candida auris and other Candida species at the time of candidaemia: a retrospective study. Clin Microbiol Infect 2021; 27:1519.e1-1519.e5. [PMID: 34111581 DOI: 10.1016/j.cmi.2021.05.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 05/16/2021] [Accepted: 05/20/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVES To compare serum β-D-glucan (BDG) levels in candidaemia with different Candida species, especially C. auris. METHODS Aga Khan University clinical laboratory database was retrospectively reviewed from January 2015 to December 2019. Blood culture positive cases with any Candida species and concomitant BDG level were included. RESULTS Among the 192 cases included in our study, 48 were C. albicans, 54 C. auris, eight C. glabrata, 32 C. parapsilosis, 43 C. tropicalis and seven other Candida species. The level of BDG was significantly lower in C. auris (median 62.43, interquartile range (IQR) 12.80-182.94 pg/mL) compared to C. albicans (median 266.83, IQR 66.29-523.43 pg/mL) and C. tropicalis (median 324.41, IQR 105.20-523.44 pg/mL). The sensitivity of serum BDG was significantly lower for C. auris (43.75%, 95% CI 29.5-58.8%) than C. tropicalis (79.07%, 95% CI 64.0-90.0%). DISCUSSION Serum BDG has lower sensitivity in patients with suspected C. auris candidaemia in our setting. Considering that C. auris has higher morbidity and mortality than other species, a more sensitive test is required.
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21
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Giannella M, Pankey GA, Pascale R, Miller VM, Miller LE, Seitz T. Antimicrobial and resource utilization with T2 magnetic resonance for rapid diagnosis of bloodstream infections: systematic review with meta-analysis of controlled studies. Expert Rev Med Devices 2021; 18:473-482. [PMID: 33863237 DOI: 10.1080/17434440.2021.1919508] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Objectives: To compare antimicrobial and resource utilization with T2 Magnetic Resonance (T2MR) versus blood culture (BC) in patients with suspected bloodstream infection.Methods: We systematically searched MEDLINE, EMBASE, and CENTRAL for randomized trials or observational controlled studies of patients with suspected bloodstream infection receiving a diagnosis with T2MR or BC. Using an inverse variance meta-analysis model, we reported mortality using the risk ratio (RR) and the remaining outcomes as the mean difference (MD).Results: Fourteen studies were included in the meta-analysis. Time to detection (MD = -81 hours; p < 0.001) and time to species identification (MD = -77 hours; p < 0.001) were faster with T2MR. Patients testing positive on T2MR received targeted antimicrobial therapy faster (-42 hours; p < 0.001) and patients testing negative on T2MR were de-escalated from empirical therapy faster (-7 hours; p = 0.02) vs. BC. Length of intensive care unit stay (MD = -5.0 days; p = 0.03) and hospital stay (MD = -4.8 days; p = 0.03) were shorter with T2MR. Mortality rates were comparable between T2MR and BC (28.9% vs. 29.9%, RR = 1.02, p = 0.86).Conclusion: Utilization of T2MR for identification of bloodstream pathogens provides faster time to detection, faster transition to targeted microbial therapy, faster de-escalation of empirical therapy, shorter ICU and hospital stay, and with comparable mortality rate versus BC.
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Affiliation(s)
- Maddalena Giannella
- Infectious Diseases Unit, Department of Medical and Surgical Sciences, Sant'Orsola-Malpighi Polyclinic, University of Bologna, Bologna, Italy
| | - George A Pankey
- Infectious Disease Translational Research, Ochsner Clinic Foundation, New Orleans, LA, United States
| | - Renato Pascale
- Infectious Diseases Unit, Department of Medical and Surgical Sciences, Sant'Orsola-Malpighi Polyclinic, University of Bologna, Bologna, Italy
| | - Valerie M Miller
- Department of Biostatistics, Miller Scientific, Johnson City, TN, United States
| | - Larry E Miller
- Department of Biostatistics, Miller Scientific, Johnson City, TN, United States
| | - Tamara Seitz
- Department of Medicine IV, Clinic Favoriten, Vienna Healthcare Group, Vienna, Austria
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22
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Monday LM, Parraga Acosta T, Alangaden G. T2Candida for the Diagnosis and Management of Invasive Candida Infections. J Fungi (Basel) 2021; 7:jof7030178. [PMID: 33802391 PMCID: PMC7999352 DOI: 10.3390/jof7030178] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 02/27/2021] [Accepted: 02/28/2021] [Indexed: 02/07/2023] Open
Abstract
Invasive candidiasis is a common healthcare-associated infection with high mortality and is difficult to diagnose due to nonspecific symptoms and limitations of culture based diagnostic methods. T2Candida, based on T2 magnetic resonance technology, is FDA approved for the diagnosis of candidemia and can rapidly detect the five most commonly isolated Candida sp. in approximately 5 h directly from whole blood. We discuss the preclinical and clinical studies of T2Candida for the diagnosis of candidemia and review the current literature on its use in deep-seated candidiasis, its role in patient management and prognosis, clinical utility in unique populations and non-blood specimens, and as an antifungal stewardship tool. Lastly, we summarize the strengths and limitations of this promising nonculture-based diagnostic test.
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Affiliation(s)
- Lea M Monday
- Division of Infectious Diseases, Department of Internal Medicine, Henry Ford Hospital, Detroit, MI 48202, USA; (L.MM.); (T.P.A.)
| | - Tommy Parraga Acosta
- Division of Infectious Diseases, Department of Internal Medicine, Henry Ford Hospital, Detroit, MI 48202, USA; (L.MM.); (T.P.A.)
| | - George Alangaden
- Division of Infectious Diseases, Department of Internal Medicine, Henry Ford Hospital, Detroit, MI 48202, USA; (L.MM.); (T.P.A.)
- School of Medicine, Wayne State University, Detroit, MI 48202, USA
- Correspondence: ; Tel.: 313-916-2556
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23
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Freeman Weiss Z, Leon A, Koo S. The Evolving Landscape of Fungal Diagnostics, Current and Emerging Microbiological Approaches. J Fungi (Basel) 2021; 7:jof7020127. [PMID: 33572400 PMCID: PMC7916227 DOI: 10.3390/jof7020127] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/27/2021] [Accepted: 02/04/2021] [Indexed: 12/17/2022] Open
Abstract
Invasive fungal infections are increasingly recognized in immunocompromised hosts. Current diagnostic techniques are limited by low sensitivity and prolonged turnaround times. We review emerging diagnostic technologies and platforms for diagnosing the clinically invasive disease caused by Candida, Aspergillus, and Mucorales.
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Affiliation(s)
- Zoe Freeman Weiss
- Brigham and Women’s Hospital, Division of Infectious Diseases, Boston, MA 02115, USA; (A.L.); (S.K.)
- Massachusetts General Hospital, Division of Infectious Diseases, Boston, MA 02115, USA
- Correspondence:
| | - Armando Leon
- Brigham and Women’s Hospital, Division of Infectious Diseases, Boston, MA 02115, USA; (A.L.); (S.K.)
| | - Sophia Koo
- Brigham and Women’s Hospital, Division of Infectious Diseases, Boston, MA 02115, USA; (A.L.); (S.K.)
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24
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White PL, Price JS, Cordey A, Backx M. Molecular Diagnosis of Yeast Infections. CURRENT FUNGAL INFECTION REPORTS 2021; 15:67-80. [PMID: 34178207 PMCID: PMC8212580 DOI: 10.1007/s12281-021-00421-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/27/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW The use of molecular tests to aid the diagnosis of invasive yeast infection, in particular invasive candidosis, has been described for over two decades, yet widespread application is limited, and diagnosis remains heavily dependent on classical microbiology. This article will review developments from the past decade in attempt to build on existing knowledge. It will highlight clinical performance and limitations while reviewing developments on recognized procedures; it will also provide insight into novel approaches incorporated in response to clinical demand (e.g. C. auris and antifungal resistance) or technological advances (e.g. next-generation sequencing). RECENT FINDINGS Limited methodological standardization and, until recently, unavailability of commercial options have hindered the integration of molecular diagnostics for yeasts. The development of certain, novel commercial methods has received considerable evaluation allowing a greater understanding of individual assay performance, but widespread multicentre evaluation of most commercial kits is lacking. The detection of emerging pathogens (e.g. C. auris) has been enhanced by the development of molecular tests. Molecular methods are providing a better understanding of the mycobiome, mechanisms of resistance and epidemiology/phylogeny. SUMMARY Despite over two decades of use, the incorporation of molecular methods to enhance the diagnosis of yeast infections remains limited to certain specialist centres. While the development of commercial tests will provide stimulus for broader application, further validation and reduced costs are required. Over the same period of time, Aspergillus PCR has become more widely accepted driven by international efforts to standardize methodology; it is critical that yeast PCR follows suit. Next-generation sequencing will provide significant information on the mycobiome, antifungal resistance mechanism and even broad-range detection directly from the specimen, which may be critical for the molecular detection of yeasts other than Candida species, which is currently limited.
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Affiliation(s)
- P. Lewis White
- grid.241103.50000 0001 0169 7725Mycology Reference Laboratory, Public Health Wales, Microbiology Cardiff, UHW, Heath Park, Cardiff, CF14 4XW UK
| | - Jessica S. Price
- grid.241103.50000 0001 0169 7725Mycology Reference Laboratory, Public Health Wales, Microbiology Cardiff, UHW, Heath Park, Cardiff, CF14 4XW UK
| | - Alan Cordey
- grid.241103.50000 0001 0169 7725Mycology Reference Laboratory, Public Health Wales, Microbiology Cardiff, UHW, Heath Park, Cardiff, CF14 4XW UK
| | - Matthijs Backx
- grid.241103.50000 0001 0169 7725Mycology Reference Laboratory, Public Health Wales, Microbiology Cardiff, UHW, Heath Park, Cardiff, CF14 4XW UK
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Logan C, Martin-Loeches I, Bicanic T. Invasive candidiasis in critical care: challenges and future directions. Intensive Care Med 2020; 46:2001-2014. [PMID: 32990778 DOI: 10.1007/s00134-020-06240-x] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 09/01/2020] [Indexed: 12/19/2022]
Abstract
Invasive candidiasis is the most common critical care-associated fungal infection with a crude mortality of ~ 40-55%. Important factors contributing to risk of invasive candidiasis in ICU include use of broad-spectrum antimicrobials, immunosuppressive drugs, and total parenteral nutrition alongside iatrogenic interventions which breach natural barriers to infection [vascular catheters, renal replacement therapy, extracorporeal membrane oxygenation (ECMO), surgery]. This review discusses three key challenges in this field. The first is the shift in Candida epidemiology across the globe to more resistant non-albicans species, in particular, the emergence of multi-resistant Candida glabrata and Candida auris, which pose significant treatment and infection control challenges in critical care. The second challenge lies in the timely and appropriate initiation and discontinuation of antifungal therapy. Early antifungal strategies (prophylaxis, empirical and pre-emptive) using tools such as the Candida colonisation index, clinical prediction rules and fungal non-culture-based tests have been developed: we review the evidence on implementation of these tools in critical care to aid clinical decision-making around the prescribing and cessation of antifungal therapy. The third challenge is selection of the most appropriate antifungal to use in critical care patients. While guidelines exist to aid choice, this heterogenous and complex patient group require a more tailored approach, particularly in cases of acute kidney injury, liver impairment and for patients supported by extracorporeal membrane oxygenation. We highlight key research priorities to overcome these challenges in the future.
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Affiliation(s)
- C Logan
- Institute of Infection and Immunity, St George's University of London, London, UK
- Clinical Infection Unit, St George's University Hospital, London, UK
| | - I Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital/Trinity College, Dublin, Ireland.
- Hospital Clinic, Universidad de Barcelona, CIBERes, Barcelona, Spain.
| | - T Bicanic
- Institute of Infection and Immunity, St George's University of London, London, UK
- Clinical Infection Unit, St George's University Hospital, London, UK
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White SK, Schmidt RL, Walker BS, Hanson KE. (1→3)-β-D-glucan testing for the detection of invasive fungal infections in immunocompromised or critically ill people. Cochrane Database Syst Rev 2020; 7:CD009833. [PMID: 32693433 PMCID: PMC7387835 DOI: 10.1002/14651858.cd009833.pub2] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Invasive fungal infections (IFIs) are life-threatening opportunistic infections that occur in immunocompromised or critically ill people. Early detection and treatment of IFIs is essential to reduce morbidity and mortality in these populations. (1→3)-β-D-glucan (BDG) is a component of the fungal cell wall that can be detected in the serum of infected individuals. The serum BDG test is a way to quickly detect these infections and initiate treatment before they become life-threatening. Five different versions of the BDG test are commercially available: Fungitell, Glucatell, Wako, Fungitec-G, and Dynamiker Fungus. OBJECTIVES To compare the diagnostic accuracy of commercially available tests for serum BDG to detect selected invasive fungal infections (IFIs) among immunocompromised or critically ill people. SEARCH METHODS We searched MEDLINE (via Ovid) and Embase (via Ovid) up to 26 June 2019. We used SCOPUS to perform a forward and backward citation search of relevant articles. We placed no restriction on language or study design. SELECTION CRITERIA We included all references published on or after 1995, which is when the first commercial BDG assays became available. We considered published, peer-reviewed studies on the diagnostic test accuracy of BDG for diagnosis of fungal infections in immunocompromised people or people in intensive care that used the European Organization for Research and Treatment of Cancer (EORTC) criteria or equivalent as a reference standard. We considered all study designs (case-control, prospective consecutive cohort, and retrospective cohort studies). We excluded case studies and studies with fewer than ten participants. We also excluded animal and laboratory studies. We excluded meeting abstracts because they provided insufficient information. DATA COLLECTION AND ANALYSIS We followed the standard procedures outlined in the Cochrane Handbook for Diagnostic Test Accuracy Reviews. Two review authors independently screened studies, extracted data, and performed a quality assessment for each study. For each study, we created a 2 × 2 matrix and calculated sensitivity and specificity, as well as a 95% confidence interval (CI). We evaluated the quality of included studies using the Quality Assessment of Studies of Diagnostic Accuracy-Revised (QUADAS-2). We were unable to perform a meta-analysis due to considerable variation between studies, with the exception of Candida, so we have provided descriptive statistics such as receiver operating characteristics (ROCs) and forest plots by test brand to show variation in study results. MAIN RESULTS We included in the review 49 studies with a total of 6244 participants. About half of these studies (24/49; 49%) were conducted with people who had cancer or hematologic malignancies. Most studies (36/49; 73%) focused on the Fungitell BDG test. This was followed by Glucatell (5 studies; 10%), Wako (3 studies; 6%), Fungitec-G (3 studies; 6%), and Dynamiker (2 studies; 4%). About three-quarters of studies (79%) utilized either a prospective or a retrospective consecutive study design; the remainder used a case-control design. Based on the manufacturer's recommended cut-off levels for the Fungitell test, sensitivity ranged from 27% to 100%, and specificity from 0% to 100%. For the Glucatell assay, sensitivity ranged from 50% to 92%, and specificity ranged from 41% to 94%. Limited studies have used the Dynamiker, Wako, and Fungitec-G assays, but individual sensitivities and specificities ranged from 50% to 88%, and from 60% to 100%, respectively. Results show considerable differences between studies, even by manufacturer, which prevented a formal meta-analysis. Most studies (32/49; 65%) had no reported high risk of bias in any of the QUADAS-2 domains. The QUADAS-2 domains that had higher risk of bias included participant selection and flow and timing. AUTHORS' CONCLUSIONS We noted considerable heterogeneity between studies, and these differences precluded a formal meta-analysis. Because of wide variation in the results, it is not possible to estimate the diagnostic accuracy of the BDG test in specific settings. Future studies estimating the accuracy of BDG tests should be linked to the way the test is used in clinical practice and should clearly describe the sampling protocol and the relationship of time of testing to time of diagnosis.
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Affiliation(s)
- Sandra K White
- Department of Pathology, University of Utah, School of Medicine, Salt Lake City, Utah, USA
| | - Robert L Schmidt
- Department of Pathology, University of Utah, School of Medicine, Salt Lake City, Utah, USA
| | | | - Kimberly E Hanson
- Director, Transplant Infectious Diseases and Immunocompromised Host Service, Section Head, Clinical Microbiology, Director, Medical Microbiology Fellowship Program, University of Utah and ARUP Laboratories, Salt Lake City, Utah, USA
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Mizusawa M. Updates on Rapid Diagnostic Tests in Infectious Diseases. MISSOURI MEDICINE 2020; 117:328-337. [PMID: 32848269 PMCID: PMC7431065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
In the last two decades there have been dramatic advances in development of rapid diagnostic tests. Turnaround time of the assays have significantly been shortened which led to reductions in time to appropriate antimicrobial therapy and improvement of patient clinical outcomes. Molecular-based assays generally have better sensitivity than conventional methods, but the cost is higher. The results need to be interpreted cautiously as detection of colonized organisms, pathogen detection in asymptomatic patients, and false negative/positive can occur. Indications and cost-effectiveness need to be considered for appropriate utilization of rapid diagnostic tests.
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Affiliation(s)
- Masako Mizusawa
- Section of Infectious Diseases, Department of Internal Medicine, University of Missouri - Kansas City, Kansas City, Missouri
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Candida Infections in Immunocompetent Hosts: Pathogenesis and Diagnosis. CURRENT FUNGAL INFECTION REPORTS 2020. [DOI: 10.1007/s12281-020-00392-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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