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White PL. Progress on nonculture based diagnostic tests for invasive mould infection. Curr Opin Infect Dis 2024; 37:451-463. [PMID: 39270052 DOI: 10.1097/qco.0000000000001060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/15/2024]
Abstract
PURPOSE OF REVIEW This review describes the current status of diagnosing invasive mould disease and Pneumocystis pneumonia using nonconventional diagnostics methods. RECENT FINDINGS There has been significant development in the range of nonculture mycological tests. Lateral flow tests (LFTs) for diagnosing aspergillosis complement galactomannan ELISA testing, and LFTs for other fungal diseases are in development. Rapid and low through-put B-D-Glucan assays increase access to testing and there has been significant progress in the standardization/development of molecular tests. Despite this, no single perfect test exists and combining tests (e.g., antigen and molecular testing) is likely required for the optimal diagnosis of most fungal diseases. SUMMARY Based on established clinical performance few mycological tests can be used alone for optimal diagnosis of fungal disease (FD) and combining tests, including classical approaches is the preferred route for confirming and excluding disease. Next-generation sequencing will likely play an increasing role in how we diagnose disease, but optimization, standardization and validation of the entire molecular process is needed and we must consider how host biomarkers can stratify risk. Given the burden of FD in low- and medium-income countries, improved access to novel but more so existing diagnostic testing is critical along with simplification of testing processes.
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Affiliation(s)
- P Lewis White
- Public Health Wales Mycology Reference laboratory, University Hospital of Wales, Heath Park, Cardiff, UK
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Montesinos I, Albichr IS, Collinge E, Delaere B, Huang TD, Bogaerts P, Deckers C, Hamouda M, Honoré PM, Bulpa P, Sonet A. Diagnostic Value of Serum Biomarkers for Invasive Aspergillosis in Haematologic Patients. J Fungi (Basel) 2024; 10:661. [PMID: 39330420 PMCID: PMC11433095 DOI: 10.3390/jof10090661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/17/2024] [Accepted: 09/18/2024] [Indexed: 09/28/2024] Open
Abstract
BACKGROUND Invasive aspergillosis (IA) is a significant cause of morbidity and mortality in patients with haematological malignancies. Accurate diagnosis of IA is challenging due to non-specific symptoms and the impact of antifungal prophylaxis on biomarker sensitivity. METHODS This retrospective study evaluated the diagnostic performance of three serum biomarkers: Aspergillus Galactomannan Ag VirClia Monotest® (VirClia), Wako β-D-Glucan Test® (Wako BDG), and MycoGENIE Real-Time PCR® (MycoGENIE PCR). True positives were defined as patients with proven or probable IA (n = 14), with a positive Platelia Aspergillus Antigen® (Platelia) serving as a mycological criterion. True negatives were identified as patients with a positive Platelia assay but classified as non-probable IA (n = 10) and outpatients who consistently tested negative with the Platelia test throughout the study period (n = 20). RESULTS Most patients diagnosed with proven or probable IA were acute myeloid leukaemia or myelodysplastic syndrome patients receiving mould-active antifungal prophylaxis or treatment (71%). VirClia demonstrated high sensitivity (100%) for detecting IA, with a specificity of 83%. Wako BDG and MycoGENIE PCR showed lower sensitivities for IA (57% and 64%, respectively). MycoGENIE PCR detected Aspergillus spp. and Mucorales in two patients. CONCLUSIONS Accurate diagnosis of IA remains challenging, especially in patients who have received mould-active antifungal treatment. VirClia showed comparable performance to Platelia, suggesting its potential for routine use. However, Wako BDG and MycoGENIE PCR results were less favourable in our study cohort. Nevertheless, MycoGENIE PCR detected two probable co-infections with Aspergillus spp. and Mucorales.
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Affiliation(s)
- Isabel Montesinos
- Laboratory Medicine-Microbiology, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Imane Saad Albichr
- Laboratory Medicine-Microbiology, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Elodie Collinge
- Haematological Department, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Bénédicte Delaere
- Infectiology Department, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Te-Din Huang
- Laboratory Medicine-Microbiology, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Pierre Bogaerts
- Laboratory Medicine-Microbiology, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Corentin Deckers
- Laboratory Medicine-Microbiology, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Mai Hamouda
- Pharmacy Faculty, Namur University, 5000 Namur, Belgium
| | - Patrick M Honoré
- Intensive Care Unit, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Pierre Bulpa
- Intensive Care Unit, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
| | - Anne Sonet
- Haematological Department, Centre Hospitalier Universitaire (CHU) Université Catholique de Louvain (UCL) Namur Site Godinne, 5530 Yvoir, Belgium
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Kushner LE, Schwenk HT, Qin F, Boothroyd D, Aftandilian C. Application of cell-free DNA fungal polymerase chain reaction for invasive fungal disease evaluation in pediatric oncology and stem cell transplant patients. Pediatr Blood Cancer 2024; 71:e31133. [PMID: 38943234 DOI: 10.1002/pbc.31133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 04/19/2024] [Accepted: 05/21/2024] [Indexed: 07/01/2024]
Abstract
BACKGROUND Molecular diagnostics may enable early, noninvasive detection of invasive fungal disease (IFD) in immunocompromised patients. Cell-free deoxyribonucleic acid (cfDNA) fungal polymerase chain reaction (PCR) assays were recently incorporated into institutional prolonged febrile neutropenia pathways. We aimed to evaluate the performance of plasma cfDNA PCR panels (mold and Candida panels) in pediatric oncology and hematopoietic stem cell transplant (HSCT) patients with clinical concern for IFD. METHODS This single-center, observational study assessed plasma cfDNA fungal PCR performance for noninvasive IFD detection in hospitalized pediatric oncology and HSCT patients. The primary outcome was IFD diagnosis per published consensus definitions within 1 month. Positive and negative agreement between plasma cfDNA fungal PCR and consensus definitions were calculated. We also described test turnaround time and patient survival. RESULTS From October 2021 to 2022, 54 patients underwent 60 evaluations with 11 proven/probable IFD cases. Comparing plasma cfDNA fungal PCRs to consensus definitions for proven/probable IFD, there was 73% positive agreement and 96% negative agreement. Two proven/probable cases with negative PCRs were caused by organisms not included on either panel. Median time to cfDNA fungal PCR result was 35 hours (interquartile range: 19-69) in eight proven/probable cases detected by cfDNA fungal PCR. There were 17 deaths among 54 patients, and IFD contributed to 45% of deaths in patients with proven/probable IFD. CONCLUSIONS Plasma cfDNA fungal PCRs detected relevant molds or yeast in most cases classified as proven/probable IFD. However, this targeted approach missed some cases. More studies are required to determine optimal utilization of molecular diagnostics in pediatric patients.
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Affiliation(s)
- Lauren E Kushner
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Stanford University School of Medicine, Palo Alto, California, USA
| | - Hayden T Schwenk
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Stanford University School of Medicine, Palo Alto, California, USA
| | - FeiFei Qin
- Quantitative Sciences Unit, Stanford University, Palo Alto, California, USA
| | - Derek Boothroyd
- Quantitative Sciences Unit, Stanford University, Palo Alto, California, USA
| | - Catherine Aftandilian
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplant and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California, USA
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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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Heylen J, Vanbiervliet Y, Maertens J, Rijnders B, Wauters J. Acute Invasive Pulmonary Aspergillosis: Clinical Presentation and Treatment. Semin Respir Crit Care Med 2024; 45:69-87. [PMID: 38211628 DOI: 10.1055/s-0043-1777769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
Among all clinical manifestations of pulmonary aspergillosis, invasive pulmonary aspergillosis (IPA) is the most acute presentation. IPA is caused by Aspergillus hyphae invading the pulmonary tissue, causing either tracheobronchitis and/or bronchopneumonia. The degree of fungal invasion into the respiratory tissue can be seen as a spectrum, going from colonization to deep tissue penetration with angio-invasion, and largely depends on the host's immune status. Patients with prolonged, severe neutropenia and patients with graft-versus-host disease are at particularly high risk. However, IPA also occurs in other groups of immunocompromised and nonimmunocompromised patients, like solid organ transplant recipients or critically ill patients with severe viral disease. While a diagnosis of proven IPA is challenging and often warranted by safety and feasibility, physicians must rely on a combination of clinical, radiological, and mycological features to assess the likelihood for the presence of IPA. Triazoles are the first-choice regimen, and the choice of the drug should be made on an individual basis. Adjunctive therapy such as immunomodulatory treatment should also be taken into account. Despite an improving and evolving diagnostic and therapeutic armamentarium, the burden and mortality of IPA still remains high. This review aims to give a comprehensive and didactic overview of the current knowledge and best practices regarding the epidemiology, clinical presentation, diagnosis, and treatment of acute IPA.
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Affiliation(s)
- Jannes Heylen
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Yuri Vanbiervliet
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Haematology, University Hospitals Leuven, Leuven, Belgium
| | - Johan Maertens
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Haematology, University Hospitals Leuven, Leuven, Belgium
| | - Bart Rijnders
- Department of Internal Medicine and Infectious Diseases, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Joost Wauters
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
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Aerts R, Feys S, Mercier T, Lagrou K. Microbiological Diagnosis of Pulmonary Aspergillus Infections. Semin Respir Crit Care Med 2024; 45:21-31. [PMID: 38228164 DOI: 10.1055/s-0043-1776777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Abstract
As microbiological tests play an important role in our diagnostic algorithms and clinical approach towards patients at-risk for pulmonary aspergillosis, a good knowledge of the diagnostic possibilities and especially their limitations is extremely important. In this review, we aim to reflect critically on the available microbiological diagnostic modalities for diagnosis of pulmonary aspergillosis and formulate some future prospects. Timely start of adequate antifungal treatment leads to a better patient outcome, but overuse of antifungals should be avoided. Current diagnostic possibilities are expanding, and are mainly driven by enzyme immunoassays and lateral flow device tests for the detection of Aspergillus antigens. Most of these tests are directed towards similar antigens, but new antibodies towards different targets are under development. For chronic forms of pulmonary aspergillosis, anti-Aspergillus IgG antibodies and precipitins remain the cornerstone. More studies on the possibilities and limitations of molecular testing including targeting resistance markers are ongoing. Also, metagenomic next-generation sequencing is expanding our future possibilities. It remains important to combine different test results and interpret them in the appropriate clinical context to improve performance. Test performances may differ according to the patient population and test results may be influenced by timing, the tested matrix, and prophylactic and empiric antifungal therapy. Despite the increasing armamentarium, a simple blood or urine test for the diagnosis of aspergillosis in all patient populations at-risk is still lacking. Research on diagnostic tools is broadening from a pathogen focus on biomarkers related to the patient and its immune system.
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Affiliation(s)
- Robina Aerts
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Internal Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Simon Feys
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Medical Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
| | - Toine Mercier
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Oncology-Hematology, AZ Sint-Maarten, Mechelen, Belgium
| | - Katrien Lagrou
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Laboratory Medicine and National Reference Center for Mycosis, University Hospitals Leuven, Leuven, Belgium
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Lee R, Kim WB, Cho SY, Nho D, Park C, Yoo IY, Park YJ, Lee DG. Clinical Implementation of β-Tubulin Gene-Based Aspergillus Polymerase Chain Reaction for Enhanced Aspergillus Diagnosis in Patients with Hematologic Diseases: A Prospective Observational Study. J Fungi (Basel) 2023; 9:1192. [PMID: 38132792 PMCID: PMC10744750 DOI: 10.3390/jof9121192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/09/2023] [Accepted: 12/11/2023] [Indexed: 12/23/2023] Open
Abstract
The β-tubulin (benA) gene is a promising target for the identification of Aspergillus species. Assessment of the clinical implementation and performance of benA gene-based Aspergillus polymerase chain reaction (PCR) remains warranted. In this study, we assessed the analytical performance of the BenA probe PCR in comparison with the Aspergenius kit. We prospectively collected bronchoalveolar lavage (BAL) fluid via diagnostic bronchoscopy from adult patients with hematologic diseases. BenA gene-based multiplex real-time PCR and sequential melting temperature analysis were performed to detect the azole resistance of Aspergillus fumigatus. In total, 76 BAL fluids in 75 patients suspicious of invasive pulmonary aspergillosis (IPA) were collected. Before the application of PCR, the prevalence of proven and probable IPA was 32.9%. However, after implementing the benA gene-based PCR, 15.8% (12 out of 76) of potential IPA cases were reclassified as probable IPA. The analytical performance of the BenA probe PCR in BAL samples was comparable to that of the Aspergenius kit. The diagnostic performance was as follows: sensitivity, 52.0%; specificity, 64.7%; positive predictive value, 41.9%; negative predictive value, 73.3%; positive likelihood ratio, 1.473; and negative likelihood ratio, 0.741. Moreover, benA gene-based Aspergillus PCR discriminated all major sections of Aspergillus, including cryptic species such as Aspergillus tubingensis. Sequential melting temperature analysis successfully detected 2 isolates (15.4%) of A. fumigatus carrying resistant mutations. BenA gene-based Aspergillus PCR with melting temperature analysis enhances diagnostic accuracy and detects not only cryptic species but also resistant mutations of A. fumigatus. It shows promise for clinical applications in the diagnosis of IPA.
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Affiliation(s)
- Raeseok Lee
- Division of Infectious Diseases, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (R.L.); (S.-Y.C.); (D.N.)
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.-B.K.); (C.P.)
| | - Won-Bok Kim
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.-B.K.); (C.P.)
- Department of Biomedicine & Health Sciences, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Sung-Yeon Cho
- Division of Infectious Diseases, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (R.L.); (S.-Y.C.); (D.N.)
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.-B.K.); (C.P.)
| | - Dukhee Nho
- Division of Infectious Diseases, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (R.L.); (S.-Y.C.); (D.N.)
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.-B.K.); (C.P.)
| | - Chulmin Park
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.-B.K.); (C.P.)
| | - In Young Yoo
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (I.Y.Y.); (Y.-J.P.)
| | - Yeon-Joon Park
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (I.Y.Y.); (Y.-J.P.)
| | - Dong-Gun Lee
- Division of Infectious Diseases, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (R.L.); (S.-Y.C.); (D.N.)
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.-B.K.); (C.P.)
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Mah J, Nicholas V, Tayyar R, Moreno A, Murugesan K, Budvytiene I, Banaei N. Superior Accuracy of Aspergillus Plasma Cell-Free DNA Polymerase Chain Reaction Over Serum Galactomannan for the Diagnosis of Invasive Aspergillosis. Clin Infect Dis 2023; 77:1282-1290. [PMID: 37450614 DOI: 10.1093/cid/ciad420] [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: 03/27/2023] [Revised: 05/12/2023] [Accepted: 07/12/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND Invasive aspergillosis (IA) in immunocompromised hosts carries high morbidity and mortality. Diagnosis is often delayed because definitive diagnosis requires invasive specimen collection, while noninvasive testing with galactomannan is moderately accurate. Plasma cell-free DNA polymerase chain reaction (cfDNA PCR) represents a novel testing modality for the noninvasive diagnosis of invasive fungal disease (IFD). We directly compared the performance of Aspergillus plasma cfDNA PCR with serum galactomannan for the diagnosis of IA during routine clinical practice. METHODS We conducted a retrospective study of all patients with suspected IFD who had Aspergillus plasma cfDNA PCR testing at Stanford Health Care from 1 September 2020 to 30 October 2022. Patients were categorized into proven, probable, possible, and no IA based on the EORTC/MSG definitions. Primary outcomes included the clinical sensitivity and specificity for Aspergillus plasma cfDNA PCR and galactomannan. RESULTS Overall, 238 unique patients with Aspergillus plasma cfDNA PCR test results, including 63 positives and 175 nonconsecutive negatives, were included in this study. The majority were immunosuppressed (89.9%) with 22.3% 30-day all-cause mortality. The overall sensitivity and specificity of Aspergillus plasma cfDNA PCR were 86.0% (37 of 43; 95% confidence interval [CI], 72.7-95.7) and 93.1% (121 of 130; 95% CI, 87.4-96.3), respectively. The sensitivity and specificity of serum galactomannan in hematologic malignancies/stem cell transplants were 67.9% (19 of 28; 95% CI, 49.3-82.1) and 89.8% (53 of 59; 95% CI, 79.5-95.3), respectively. The sensitivity of cfDNA PCR was 93.0% (40 of 43; 95% CI, 80.9-98.5) in patients with a new diagnosis of IA. CONCLUSIONS Aspergillus plasma cfDNA PCR represents a more sensitive alternative to serum galactomannan for noninvasive diagnosis of IA.
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Affiliation(s)
- Jordan Mah
- Division of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Clinical Microbiology Laboratory, Stanford Health Care, Stanford, California, USA
| | - Veronica Nicholas
- Division of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Ralph Tayyar
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Angel Moreno
- Division of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Kanagavel Murugesan
- Division of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Indre Budvytiene
- Clinical Microbiology Laboratory, Stanford Health Care, Stanford, California, USA
| | - Niaz Banaei
- Division of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Clinical Microbiology Laboratory, Stanford Health Care, Stanford, California, USA
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California, USA
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9
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White PL, Donnelly JP. Polymerase Chain Reaction of Plasma and Bronchoalveolar Lavage Fluid for Diagnosing Invasive Aspergillosis. Clin Infect Dis 2023; 77:1291-1293. [PMID: 37448327 DOI: 10.1093/cid/ciad421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Accepted: 07/12/2023] [Indexed: 07/15/2023] Open
Affiliation(s)
- P Lewis White
- Public Health Wales Mycology Reference Laboratory, University Hospital of Wales, Cardiff, United Kingdom
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10
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O'Keeffe JC, Singh N, Slavin MA. Approach to diagnostic evaluation and prevention of invasive fungal disease in patients prior to allogeneic hematopoietic stem cell transplant. Transpl Infect Dis 2023; 25 Suppl 1:e14197. [PMID: 37988269 DOI: 10.1111/tid.14197] [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: 08/14/2023] [Revised: 10/15/2023] [Accepted: 11/06/2023] [Indexed: 11/23/2023]
Abstract
In recent years, advancements in the treatment landscape for hematological malignancies, such as acute myeloid leukemia and acute lymphoblastic leukemia, have significantly improved disease prognosis and overall survival. However, the treatment landscape is changing and the emergence of targeted oral therapies and immune-based treatments has brought forth new challenges in evaluating and preventing invasive fungal diseases (IFDs). IFD disproportionately affects immunocompromised hosts, particularly those undergoing therapy for acute leukemia and allogeneic hematopoietic stem cell transplant. This review aims to provide a comprehensive overview of the pretransplant workup, identification, and prevention of IFD in patients with hematological malignancy. The pretransplant period offers a critical window to assess each patient's risk factors and implement appropriate prophylactic measures. Risk assessment includes evaluation of disease, host, prior treatments, and environmental factors, allowing a dynamic evaluation that considers disease progression and treatment course. Diagnostic screening, involving various biomarkers and radiological modalities, plays a crucial role in early detection of IFD. Antifungal prophylaxis choice is based on available evidence as well as individual risk assessment, potential for drug-drug interactions, toxicity, and patient adherence. Therapeutic drug monitoring ensures effective antifungal stewardship and optimal treatment. Patient education and counselling are vital in minimizing environmental exposures to fungal pathogens and promoting medication adherence. A well-structured and individualized approach, encompassing risk assessment, prophylaxis, surveillance, and patient education, is essential for effectively preventing IFD in hematological malignancies, ultimately leading to improved patient outcomes and overall survival.
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Affiliation(s)
- Jessica C O'Keeffe
- Victorian Infectious Diseases Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Nikhil Singh
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Parkville, Victoria, Australia
- Department of Pharmacy, Peter MacCallum Cancer Centre, Parkville, Victoria, Australia
| | - Monica A Slavin
- Victorian Infectious Diseases Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Parkville, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
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Cruciani M, White PL, Barnes RA, Loeffler J, Donnelly JP, Rogers TR, Heinz WJ, Warris A, Morton CO, Lengerova M, Klingspor L, Sendid B, Lockhart DEA. An Overview of Systematic Reviews of Polymerase Chain Reaction (PCR) for the Diagnosis of Invasive Aspergillosis in Immunocompromised People: A Report of the Fungal PCR Initiative (FPCRI)-An ISHAM Working Group. J Fungi (Basel) 2023; 9:967. [PMID: 37888223 PMCID: PMC10607919 DOI: 10.3390/jof9100967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 09/11/2023] [Accepted: 09/22/2023] [Indexed: 10/28/2023] Open
Abstract
This overview of reviews (i.e., an umbrella review) is designed to reappraise the validity of systematic reviews (SRs) and meta-analyses related to the performance of Aspergillus PCR tests for the diagnosis of invasive aspergillosis in immunocompromised patients. The methodological quality of the SRs was assessed using the AMSTAR-2 checklist; the quality of the evidence (QOE) within each SR was appraised following the GRADE approach. Eight out of 12 SRs were evaluated for qualitative and quantitative assessment. Five SRs evaluated Aspergillus PCR on bronchoalveolar lavage fluid (BAL) and three on blood specimens. The eight SRs included 167 overlapping reports (59 evaluating PCR in blood specimens, and 108 in BAL), based on 107 individual primary studies (98 trials with a cohort design, and 19 with a case-control design). In BAL specimens, the mean sensitivity and specificity ranged from 0.57 to 0.91, and from 0.92 to 0.97, respectively (QOE: very low to low). In blood specimens (whole blood or serum), the mean sensitivity ranged from 0.57 to 0.84, and the mean specificity from 0.58 to 0.95 (QOE: low to moderate). Across studies, only a low proportion of AMSTAR-2 critical domains were unmet (1.8%), demonstrating a high quality of methodological assessment. Conclusions. Based on the overall methodological assessment of the reviews included, on average we can have high confidence in the quality of results generated by the SRs.
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Affiliation(s)
| | - P. Lewis White
- Public Health Wales, Microbiology Cardiff, UK and Centre for Trials Research, Division of Infection and Immunity, Cardiff University, Cardiff CF14 4XW, UK;
| | | | - Juergen Loeffler
- Department of Internal Medicine II, University Hospital of Würzburg, 97070 Würzburg, Germany
| | | | - Thomas R. Rogers
- Discipline of Clinical Microbiology, Trinity College Dublin, St. James’s Hospital Campus, LS9 7TF Dublin, Ireland;
| | - Werner J. Heinz
- Medicine Clinic II, Caritas Hospital Bad Mergentheim, 97980 Bad Mergentheim, Germany
| | - Adilia Warris
- MRC Centre for Medical Mycology, University of Exeter, Exeter EX4 4QJ, UK;
| | - Charles Oliver Morton
- School of Science, Western Sydney University, Campbelltown Campus, Campbelltown, NSW 2751, Australia;
| | - Martina Lengerova
- Central European Institute of Technology, Masaryk University, 60177 Brno, Czech Republic
| | - Lena Klingspor
- Department of Laboratory Medicine, Karolinska Institutet, 17177 Stockholm, Sweden;
| | - Boualem Sendid
- Inserm U1285, CNRS UMR 8576, UGSF, CHU Lille, Laboratoire de Parasitologie-Mycologie, University of Lille, 59000 Lille, France;
| | - Deborah E. A. Lockhart
- Institute of Medical Sciences, School of Medicine Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB24 3FX, UK
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Lin Y, Li S, Mo C, Liu H, Bi J, Xu S, Jia B, Liu C, Liu Z. Oral microbial changes and oral disease management before and after the treatment of hematological malignancies: a narrative review. Clin Oral Investig 2023; 27:4083-4106. [PMID: 37071220 DOI: 10.1007/s00784-023-05021-2] [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: 02/04/2023] [Accepted: 04/04/2023] [Indexed: 04/19/2023]
Abstract
OBJECTIVES Patients with hematological malignancies have dynamic changes in oral microbial communities before and after treatment. This narrative review describes the changes in oral microbial composition and diversity, and discusses an oral microbe-oriented strategy for oral disease management. MATERIALS AND METHODS A literature search was performed in PubMed/Medline, Web of Science, and Embase for articles published between 1980 and 2022. Any articles on the changes in oral microbial communities in patients with hematological malignancies and their effects on disease progression and prognosis were included. RESULTS Oral sample detection and oral microbial sequencing analysis of patients with hematological malignancies showed a correlation between changes in oral microbial composition and diversity and disease progression and prognosis. The possible pathogenic mechanism of oral microbial disorders is the impairment of mucosal barrier function and microbial translocation. Probiotic strategies, antibiotic strategies, and professional oral care strategies targeting the oral microbiota can effectively reduce the risk of oral complications and the grade of severity in patients with hematological malignancies. CLINICAL RELEVANCE This review provides dentists and hematologists with a comprehensive understanding of the host-microbe associated with hematologic malignancies and oral disease management advice.
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Affiliation(s)
- Yunhe Lin
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Siwei Li
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Chuzi Mo
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Hongyu Liu
- Department of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Jiaming Bi
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Shuaimei Xu
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Bo Jia
- Department of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Chengxia Liu
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Zhongjun Liu
- Department of Endodontics, Stomatological Hospital, School of Stomatology, Southern Medical University, Guangzhou, 510515, Guangdong, China.
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Keri VC, Chandrasekar PH. Polymerase chain reaction in the diagnosis of invasive aspergillosis: approaches for appropriate use. Leuk Lymphoma 2023; 64:1330-1334. [PMID: 37211858 DOI: 10.1080/10428194.2023.2209683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/09/2023] [Accepted: 04/19/2023] [Indexed: 05/23/2023]
Abstract
Detection of aspergillus by PCR is a helpful tool for early diagnosis. The test has excellent sensitivity and specificity with a high negative predictive value. Well-accepted, standardized method for DNA extraction for PCR testing is to be adopted for all commercial assays and conclusive validation data are awaited in varied clinical settings. This perspective offers guidance for utilizing PCR testing while awaiting such data. Quantification by PCR, species-specific identification assays and detection of resistance genetic markers are of future promise. Herein, we summarize the available data on aspergillus PCR and describe its potential utility through a clinical case scenario-based approach.
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Affiliation(s)
- Vishakh C Keri
- Division of Infectious diseases, Wayne State University, Detroit, MI, USA
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Ma X, Zhang S, Xing H, Li H, Chen J, Li H, Jiao M, Shi Q, Xu A, Xing L, Cao W. Invasive Pulmonary Aspergillosis Diagnosis via Peripheral Blood Metagenomic Next-Generation Sequencing. Front Med (Lausanne) 2022; 9:751617. [PMID: 35402461 PMCID: PMC8987774 DOI: 10.3389/fmed.2022.751617] [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: 08/01/2021] [Accepted: 02/17/2022] [Indexed: 11/13/2022] Open
Abstract
Invasive pulmonary aspergillosis (IPA) is one of the major causes of morbidity and mortality in immunocompromised patients such as hematological malignancies, hematopoietic stem cell transplantation, and solid organ transplantation. The diagnosis of IPA in these patients is still difficult because it has no obvious specificity in clinical symptoms, signs and imaging, and test sensitivity of blood 1,3-β-d-glucan test, galactomannan are low. Therefore, we still need to explore more diagnostic methods. In our study, via peripheral blood metagenomic next-generation sequencing (mNGS), five patients were tested positive for Aspergillus DNA and then quickly diagnosed as IPA. Out of the 5 cases, 1 was proven and 4 were probable IPA. The underlying diseases of the 5 patients were myelodysplastic syndrome (2 cases), acute myeloid leukemia (2 cases), and renal transplantation (1 case). Then they were diagnosed as IPA using other methods such as lung histopathology, bronchoalveolar lavage fluid (BALF) mNGS, and sputum culture or sputum mNGS. In case 1, sputum culture suggested Aspergillus flavus. In case 2, both Grocott methenamine silver (GMS) stain of lung histopathology and lung tissue mNGS suggested Aspergillus infection. In cases 3 and 4, BALF-mNGS suggested Aspergillus infection. In case 5, sputum mNGS suggested Aspergillus infection. In conclusion, detecting the cfDNA of Aspergillus via peripheral blood mNGS can be used to diagnose IPA and is a rapid and non-invasive diagnosis method.
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Affiliation(s)
- Xiaoxu Ma
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Suping Zhang
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Haizhou Xing
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Huiling Li
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jiajun Chen
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Haijun Li
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mengfan Jiao
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Gene Hospital of Henan , Precision Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Qingmiao Shi
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Gene Hospital of Henan , Precision Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Aiguo Xu
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lihua Xing
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Weijie Cao
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Weijie Cao
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White PL, Alanio A, Brown L, Cruciani M, Hagen F, Gorton R, Lackner M, Millon L, Morton CO, Rautemaa-Richardson R, Barnes RA, Donnelly JP, Loffler J. An overview of using fungal DNA for the diagnosis of invasive mycoses. Expert Rev Mol Diagn 2022; 22:169-184. [PMID: 35130460 DOI: 10.1080/14737159.2022.2037423] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Fungal PCR has undergone considerable standardization and together with the availability of commercial assays, external quality assessment schemes and extensive performance validation data, is ready for widespread use for the screening and diagnosis of invasive fungal disease (IFD). AREAS COVERED Drawing on the experience and knowledge of the leads of the various working parties of the Fungal PCR initiative, this review will address general considerations concerning the use of molecular tests for the diagnosis of IFD, before focussing specifically on the technical and clinical aspects of molecular testing for the main causes of IFD and recent technological developments. EXPERT OPINION For infections caused by Aspergillus, Candida and Pneumocystis jirovecii, PCR testing is recommended, combination with serological testing will likely enhance the diagnosis of these diseases. For other IFD (e.g. Mucormycosis) molecular diagnostics, represent the only non-classical mycological approach towards diagnoses and continued performance validation and standardization has improved confidence in such testing. The emergence of antifungal resistance can be diagnosed, in part, through molecular testing. Next-generation sequencing has the potential to significantly improve our understanding of fungal phylogeny, epidemiology, pathogenesis, mycobiome/microbiome and interactions with the host, while identifying novel and existing mechanisms of antifungal resistance and novel diagnostic/therapeutic targets.
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Affiliation(s)
- P Lewis White
- Public Health Wales Microbiology Cardiff, UHW, Cardiff, UK CF14 4XW
| | - Alexandre Alanio
- Laboratoire de Parasitologie-Mycologie, Groupe Hospitalier Lariboisière, Saint-Louis, Fernand Widal, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France.,Université de Paris, Paris, France.,Institut Pasteur, CNRS UMR2000, Unité de Mycologie Moléculaire, Centre National de Reference Mycoses invasives et Antifongiques, Paris, France
| | - Lottie Brown
- NHS Mycology Reference Centre Manchester, ECMM Centre of Excellence, Manchester University NHS Foundation Trust, Wythenshawe Hospital; and Division of Infection, Immunity and Respiratory Medicine, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | | | - Ferry Hagen
- Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands & Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Rebecca Gorton
- Dept. of Infection Sciences, Health Services Laboratories (HSL) LLP, London, UK
| | - Michaela Lackner
- Institute of Hygiene and Medical Microbiology, Department of Hygiene, Medical Microbiology and Publics Health, Medical University Innsbruck, Innsbruck, Austria
| | - Laurence Millon
- Parasitology-Mycology Department, University Hospital of Besançon, 25000 Besançon, France.,UMR 6249 CNRS Chrono-Environnement, University of Bourgogne Franche-Comté, 25000 Besançon, France
| | - C Oliver Morton
- Western Sydney University, School of Science, Campbelltown, NSW 2560, Australia
| | - Riina Rautemaa-Richardson
- NHS Mycology Reference Centre Manchester, ECMM Centre of Excellence, Manchester University NHS Foundation Trust, Wythenshawe Hospital; and Division of Infection, Immunity and Respiratory Medicine, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | | | | | - Juergen Loffler
- Department of Internal Medicine II, WÜ4i, University Hospital Wuerzburg, Wuerzburg, Germany
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Diagnostics for Fungal Infections in Solid Organ Transplants (SOT). CURRENT FUNGAL INFECTION REPORTS 2021. [DOI: 10.1007/s12281-021-00422-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Luckowitsch M, Rudolph H, Bochennek K, Porto L, Lehrnbecher T. Central Nervous System Mold Infections in Children with Hematological Malignancies: Advances in Diagnosis and Treatment. J Fungi (Basel) 2021; 7:168. [PMID: 33652605 PMCID: PMC7996787 DOI: 10.3390/jof7030168] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 02/21/2021] [Accepted: 02/22/2021] [Indexed: 12/11/2022] Open
Abstract
The incidence of invasive mold disease (IMD) has significantly increased over the last decades, and IMD of the central nervous system (CNS) is a particularly severe form of this infection. Solid data on the incidence of CNS IMD in the pediatric setting are lacking, in which Aspergillus spp. is the most prevalent pathogen, followed by mucorales. CNS IMD is difficult to diagnose, and although imaging tools such as magnetic resonance imaging have considerably improved, these techniques are still unspecific. As microscopy and culture have a low sensitivity, non-culture-based assays such as the detection of fungal antigens (e.g., galactomannan or beta-D-glucan) or the detection of fungal nucleic acids by molecular assays need to be validated in children with suspected CNS IMD. New and potent antifungal compounds helped to improve outcome of CNS IMD, but not all agents are approved for children and a pediatric dosage has not been established. Therefore, studies have to rapidly evaluate dosage, safety and efficacy of antifungal compounds in the pediatric setting. This review will summarize the current knowledge on diagnostic tools and on the management of CNS IMD with a focus on pediatric patients.
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Affiliation(s)
- Marie Luckowitsch
- Division of Pediatric Hematology and Oncology, Hospital for Children and Adolescents, University Hospital Frankfurt, Goethe University, 60590 Frankfurt am Main, Germany; (M.L.); (H.R.); (K.B.)
| | - Henriette Rudolph
- Division of Pediatric Hematology and Oncology, Hospital for Children and Adolescents, University Hospital Frankfurt, Goethe University, 60590 Frankfurt am Main, Germany; (M.L.); (H.R.); (K.B.)
| | - Konrad Bochennek
- Division of Pediatric Hematology and Oncology, Hospital for Children and Adolescents, University Hospital Frankfurt, Goethe University, 60590 Frankfurt am Main, Germany; (M.L.); (H.R.); (K.B.)
| | - Luciana Porto
- Institute for Neuroradiology, University Hospital Frankfurt, Goethe University, 60590 Frankfurt am Main, Germany;
| | - Thomas Lehrnbecher
- Division of Pediatric Hematology and Oncology, Hospital for Children and Adolescents, University Hospital Frankfurt, Goethe University, 60590 Frankfurt am Main, Germany; (M.L.); (H.R.); (K.B.)
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