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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: 18] [Impact Index Per Article: 9.0] [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, Cardiff, 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, South Australia, Australia
- School of Biological Sciences, Faculty of Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Tyler Goshia
- Department of Bioengineering, University of California, San Diego, La Jolla, California, United States of America
| | - Stephanie I. Fraley
- Department of Bioengineering, University of California, San Diego, La Jolla, California, United States of America
| | - 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, California, United States of America
- Department of Internal Medicine, Division of Infectious Diseases, University of California Davis Medical Center, Sacramento, California, United States of America
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, California, United States of America
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Vaupel A, Hommel B, Beule L. High-resolution melting (HRM) curve analysis as a potential tool for the identification of earthworm species and haplotypes. PeerJ 2022; 10:e13661. [PMID: 35782097 PMCID: PMC9248783 DOI: 10.7717/peerj.13661] [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: 04/19/2022] [Accepted: 06/10/2022] [Indexed: 01/17/2023] Open
Abstract
Background Earthworm communities are an important component of soil biodiversity and contribute to a number of ecosystem functions such as soil-nutrient cycling. Taxonomic identification is an essential requirement to assess earthworm biodiversity and functionality. Although morphological identification of species is labour-intensive, it is the most commonly used method due to a lack of cost-efficient alternatives. Molecular approaches to identify earthworms at species and haplotype level such as DNA barcoding are gaining popularity in science but are rarely applied in practice. In contrast to barcoding, the differentiation of PCR products based on their thermal denaturation properties using high-resolution melting (HRM) curve analysis is a fast and cost-efficient molecular closed-tube, post-PCR tool that allows identification of taxa. Methods We developed a HRM curve assay to identify eight earthworm species common to agricultural soils in Central Europe (Allolobophora chlorotica, Aporrectodea caliginosa, Apo. limicola, Apo. longa, Apo. rosea, Lumbricus castaneus, L. rubellus, and L. terrestris). For this, a new primer pair targeting a 158-bp long subregion of the cytochrome c oxidase I (COI) gene was designed. Our HRM assay was further tested for the differentiation of COI haplotypes using 28 individuals of the earthworm species Allo. chlorotica. Furthermore, we developed a novel extraction method for DNA from earthworm tissue that is fast and requires minimal consumables and laboratory equipment. Results The developed HRM curve assay allowed identifying all eight earthworm species. Performing the assay on 28 individuals of the earthworm species Allo. chlorotica enabled the distinction among different COI haplotypes. Furthermore, we successfully developed a rapid, robust, scalable, and inexpensive method for the extraction of earthworm DNA from fresh or frozen tissue. Conclusions HRM curve analysis of COI genes has the potential to identify earthworm species and haplotypes and could complement morphological identification, especially for juvenile or damaged individuals. Our rapid and inexpensive DNA extraction method from earthworm tissue helps to reduce the costs of molecular analyses and thereby promote their application in practice.
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Affiliation(s)
- Anna Vaupel
- Julius Kühn Institute (JKI)–Federal Research Centre for Cultivated Plants, Institute for Ecological Chemistry, Plant Analysis and Stored Product Protection, Berlin, Germany
| | - Bernd Hommel
- Julius Kühn Institute (JKI)–Federal Research Centre for Cultivated Plants, Institute for Ecological Chemistry, Plant Analysis and Stored Product Protection, Berlin, Germany
| | - Lukas Beule
- Julius Kühn Institute (JKI)–Federal Research Centre for Cultivated Plants, Institute for Ecological Chemistry, Plant Analysis and Stored Product Protection, Berlin, Germany
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Lücking R, Aime MC, Robbertse B, Miller AN, Ariyawansa HA, Aoki T, Cardinali G, Crous PW, Druzhinina IS, Geiser DM, Hawksworth DL, Hyde KD, Irinyi L, Jeewon R, Johnston PR, Kirk PM, Malosso E, May TW, Meyer W, Öpik M, Robert V, Stadler M, Thines M, Vu D, Yurkov AM, Zhang N, Schoch CL. Unambiguous identification of fungi: where do we stand and how accurate and precise is fungal DNA barcoding? IMA Fungus 2020; 11:14. [PMID: 32714773 PMCID: PMC7353689 DOI: 10.1186/s43008-020-00033-z] [Citation(s) in RCA: 226] [Impact Index Per Article: 45.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
True fungi (Fungi) and fungus-like organisms (e.g. Mycetozoa, Oomycota) constitute the second largest group of organisms based on global richness estimates, with around 3 million predicted species. Compared to plants and animals, fungi have simple body plans with often morphologically and ecologically obscure structures. This poses challenges for accurate and precise identifications. Here we provide a conceptual framework for the identification of fungi, encouraging the approach of integrative (polyphasic) taxonomy for species delimitation, i.e. the combination of genealogy (phylogeny), phenotype (including autecology), and reproductive biology (when feasible). This allows objective evaluation of diagnostic characters, either phenotypic or molecular or both. Verification of identifications is crucial but often neglected. Because of clade-specific evolutionary histories, there is currently no single tool for the identification of fungi, although DNA barcoding using the internal transcribed spacer (ITS) remains a first diagnosis, particularly in metabarcoding studies. Secondary DNA barcodes are increasingly implemented for groups where ITS does not provide sufficient precision. Issues of pairwise sequence similarity-based identifications and OTU clustering are discussed, and multiple sequence alignment-based phylogenetic approaches with subsequent verification are recommended as more accurate alternatives. In metabarcoding approaches, the trade-off between speed and accuracy and precision of molecular identifications must be carefully considered. Intragenomic variation of the ITS and other barcoding markers should be properly documented, as phylotype diversity is not necessarily a proxy of species richness. Important strategies to improve molecular identification of fungi are: (1) broadly document intraspecific and intragenomic variation of barcoding markers; (2) substantially expand sequence repositories, focusing on undersampled clades and missing taxa; (3) improve curation of sequence labels in primary repositories and substantially increase the number of sequences based on verified material; (4) link sequence data to digital information of voucher specimens including imagery. In parallel, technological improvements to genome sequencing offer promising alternatives to DNA barcoding in the future. Despite the prevalence of DNA-based fungal taxonomy, phenotype-based approaches remain an important strategy to catalog the global diversity of fungi and establish initial species hypotheses.
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Affiliation(s)
- Robert Lücking
- Botanischer Garten und Botanisches Museum, Freie Universität Berlin, Königin-Luise-Straße 6–8, 14195 Berlin, Germany
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
| | - M. Catherine Aime
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN 47907 USA
| | - Barbara Robbertse
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 45 Center Drive, Bethesda, MD 20892 USA
| | - Andrew N. Miller
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Illinois Natural History Survey, University of Illinois, 1816 South Oak Street, Champaign, IL 61820-6970 USA
| | - Hiran A. Ariyawansa
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Department of Plant Pathology and Microbiology, College of Bio-Resources and Agriculture, National Taiwan University, Taipe City, Taiwan
| | - Takayuki Aoki
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- National Agriculture and Food Research Organization, Genetic Resources Center, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602 Japan
| | - Gianluigi Cardinali
- Department Pharmaceutical Sciences, University of Perugia, Via Borgo 20 Giugno, 74, Perugia, Italy
| | - Pedro W. Crous
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584 CT Utrecht, The Netherlands
- Wageningen University and Research Centre (WUR), Laboratory of Phytopathology, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Irina S. Druzhinina
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Microbiology and Applied Genomics Group, Research Area Biochemical Technology, Institute of Chemical, Environmental & Bioscience Engineering (ICEBE), TU Wien, Vienna, Austria
- Jiangsu Provincial Key Lab of Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing, China
| | - David M. Geiser
- Department of Plant Pathology & Environmental Microbiology, The Pennsylvania State University, University Park, PA 16802 USA
| | - David L. Hawksworth
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Department of Life Sciences, The Natural History Museum, Cromwell Road, London, SW7 5BD UK
- Comparative Plant and Fungal Biology, Royal Botanic Gardens, Kew, Surrey, TW9 3DS UK
- Geography and Environment, University of Southampton, Southampton, SO17 1BJ UK
- Jilin Agricultural University, Changchun, 130118 Jilin Province China
| | - Kevin D. Hyde
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Science, Kunming, 650201 Yunnan China
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100 Thailand
- World Agroforestry Centre, East and Central Asia, Kunming, 650201 Yunnan China
- Mushroom Research Foundation, 128 M.3 Ban Pa Deng T. Pa Pae, A. Mae Taeng, Chiang Rai, 50150 Thailand
| | - Laszlo Irinyi
- Molecular Mycology Research Laboratory, Centre for Infectious Diseases and Microbiology, Faculty of Medicine and Health, Sydney Medical School, Westmead Clinical School, Marie Bashir Institute for Infectious Diseases and Biosecurity, The University of Sydney, Westmead Hospital (Research and Education Network), Westmead Institute for Medical Research, Sydney, NSW Australia
| | - Rajesh Jeewon
- Department of Health Sciences, Faculty of Science, University of Mauritius, Reduit, Mauritius
| | - Peter R. Johnston
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Manaaki Whenua – Landcare Research, Private Bag 92170, Auckland, 1142 New Zealand
| | | | - Elaine Malosso
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Universidade Federal de Pernambuco, Centro de Biociências, Departamento de Micologia, Laboratório de Hifomicetos de Folhedo, Avenida da Engenharia, s/n Cidade Universitária, Recife, PE 50.740-600 Brazil
| | - Tom W. May
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Royal Botanic Gardens Victoria, Birdwood Avenue, Melbourne, Victoria 3004 Australia
| | - Wieland Meyer
- Molecular Mycology Research Laboratory, Centre for Infectious Diseases and Microbiology, Faculty of Medicine and Health, Sydney Medical School, Westmead Clinical School, Marie Bashir Institute for Infectious Diseases and Biosecurity, The University of Sydney, Westmead Hospital (Research and Education Network), Westmead Institute for Medical Research, Sydney, NSW Australia
| | - Maarja Öpik
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- University of Tartu, 40 Lai Street, 51 005 Tartu, Estonia
| | - Vincent Robert
- Department Pharmaceutical Sciences, University of Perugia, Via Borgo 20 Giugno, 74, Perugia, Italy
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584 CT Utrecht, The Netherlands
| | - Marc Stadler
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Department Microbial Drugs, Helmholtz Centre for Infection Research, and German Centre for Infection Research (DZIF), partner site Hannover-Braunschweig, Inhoffenstrasse 7, 38124 Braunschweig, Germany
| | - Marco Thines
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Institute of Ecology, Evolution and Diversity, Goethe University, Max-von-Laue-Straße 9, 60439 Frankfurt (Main); Senckenberg Biodiversity and Climate Research Centre, Senckenberganlage 25, 60325 Frankfurt (Main), Germany
| | - Duong Vu
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584 CT Utrecht, The Netherlands
| | - Andrey M. Yurkov
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Leibniz Institute DSMZ-German Collection of Microorganisms and Cell Cultures, Braunschweig, Germany
| | - Ning Zhang
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- Department of Plant Biology, Rutgers University, New Brunswick, NJ 08901 USA
| | - Conrad L. Schoch
- International Commission on the Taxonomy of Fungi, Champaign, IL USA
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 45 Center Drive, Bethesda, MD 20892 USA
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Fidler G, Leiter E, Kocsube S, Biro S, Paholcsek M. Validation of a simplex PCR assay enabling reliable identification of clinically relevant Candida species. BMC Infect Dis 2018; 18:393. [PMID: 30103686 PMCID: PMC6090785 DOI: 10.1186/s12879-018-3283-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 07/31/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Fungal bloodstream infections (BSI) may be serious and are associated with drastic rise in mortality and health care costs. Candida spp. are the predominant etiological agent of fungal sepsis. The prompt and species-level identification of Candida may influence patient outcome and survival. The aim of this study was to develop and evaluate the CanTub-simplex PCR assay coupled with Tm calling and subsequent high resolution melting (HRM) analysis to barcode seven clinically relevant Candida species. METHODS Efficiency, coefficient of correlation and the limit of reliable detection were estimated on purified Candida EDTA-whole blood (WB) reference panels seeded with Candida albicans, Candida glabrata, Candida parapsilosis, Candida tropicalis, Candida krusei, Candida guilliermondii, Candida dubliniensis cells in a 6-log range. Discriminatory power was measured on EDTA-WB clinical panels on three different PCR platforms; LightCycler®96, LightCycler® Nano, LightCycler® 2.0. Inter- and intra assay consistencies were also calculated. RESULTS The limit of reliable detection proved to be 0.2-2 genomic equivalent and the method was reliable on broad concentration ranges (106-10 CFU) providing distinctive melting peaks and characteristic HRM curves. The diagnostic accuracy of the discrimination proved to be the best on Roche LightCycler®2.0 platform. Repeatability was tested and proved to be % C.V.: 0.14 ± 0.06 on reference- and % C.V.: 0.14 ± 0.02 on clinical-plates accounting for a very high accuracy. Reproducibility was % C.V.: 0.11 between reference- and % C.V.: 0.12between clinical-panels which is highly acceptable. CONCLUSION Our assay demonstrates recent advances on Tm calling and HRM analysis for the molecular identification of relevant Candida species. This unique, simplex PCR assay may be capable to outperform conventional phenotypic methods by reducing time and providing accurate and reliable results directly from blood (2 h) or from whole blood culture bottles (12-24 h).
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Affiliation(s)
- Gabor Fidler
- Faculty of Medicine, Department of Human Genetics, University of Debrecen, Nagyerdei krt. 98, Debrecen, H-4032, Hungary
| | - Eva Leiter
- Faculty of Science and Technology, Department of Biotechnology and Microbiology, University of Debrecen, Debrecen, Hungary
| | - Sandor Kocsube
- Faculty of Science and Informatics, Department of Microbiology, University of Szeged, Szeged, Hungary
| | - Sandor Biro
- Faculty of Medicine, Department of Human Genetics, University of Debrecen, Nagyerdei krt. 98, Debrecen, H-4032, Hungary
| | - Melinda Paholcsek
- Faculty of Medicine, Department of Human Genetics, University of Debrecen, Nagyerdei krt. 98, Debrecen, H-4032, Hungary.
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