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Gabrielli M, Dai Z, Delafont V, Timmers PHA, van der Wielen PWJJ, Antonelli M, Pinto AJ. Identifying Eukaryotes and Factors Influencing Their Biogeography in Drinking Water Metagenomes. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:3645-3660. [PMID: 36827617 PMCID: PMC9996835 DOI: 10.1021/acs.est.2c09010] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 02/13/2023] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
Abstract
The biogeography of eukaryotes in drinking water systems is poorly understood relative to that of prokaryotes or viruses, limiting the understanding of their role and management. A challenge with studying complex eukaryotic communities is that metagenomic analysis workflows are currently not as mature as those that focus on prokaryotes or viruses. In this study, we benchmarked different strategies to recover eukaryotic sequences and genomes from metagenomic data and applied the best-performing workflow to explore the factors affecting the relative abundance and diversity of eukaryotic communities in drinking water distribution systems (DWDSs). We developed an ensemble approach exploiting k-mer- and reference-based strategies to improve eukaryotic sequence identification and identified MetaBAT2 as the best-performing binning approach for their clustering. Applying this workflow to the DWDS metagenomes showed that eukaryotic sequences typically constituted small proportions (i.e., <1%) of the overall metagenomic data with higher relative abundances in surface water-fed or chlorinated systems with high residuals. The α and β diversities of eukaryotes were correlated with those of prokaryotic and viral communities, highlighting the common role of environmental/management factors. Finally, a co-occurrence analysis highlighted clusters of eukaryotes whose members' presence and abundance in DWDSs were affected by disinfection strategies, climate conditions, and source water types.
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Affiliation(s)
- Marco Gabrielli
- Dipartimento
di Ingegneria Civile e Ambientale—Sezione Ambientale, Politecnico di Milano, Milan 20133, Italy
| | - Zihan Dai
- Research
Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
| | - Vincent Delafont
- Laboratoire
Ecologie et Biologie des Interactions (EBI), Equipe Microorganismes,
Hôtes, Environnements, Université
de Poitiers, Poitiers 86073, France
| | - Peer H. A. Timmers
- KWR
Watercycle Research Institute, 3433 PE Nieuwegein, The Netherlands
- Department
of Microbiology, Radboud University, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands
| | - Paul W. J. J. van der Wielen
- KWR
Watercycle Research Institute, 3433 PE Nieuwegein, The Netherlands
- Laboratory
of Microbiology, Wageningen University, 6700 HB Wageningen, The Netherlands
| | - Manuela Antonelli
- Dipartimento
di Ingegneria Civile e Ambientale—Sezione Ambientale, Politecnico di Milano, Milan 20133, Italy
| | - Ameet J. Pinto
- School
of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
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2
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Schwenker JA, Friedrichsen M, Waschina S, Bang C, Franke A, Mayer R, Hölzel CS. Bovine milk microbiota: Evaluation of different DNA extraction protocols for challenging samples. Microbiologyopen 2022; 11:e1275. [PMID: 35478279 PMCID: PMC9059235 DOI: 10.1002/mbo3.1275] [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: 11/12/2021] [Revised: 03/09/2022] [Accepted: 03/09/2022] [Indexed: 01/04/2023] Open
Abstract
The use of an adequate protocol that accurately extracts microbial DNA from bovine milk samples is of importance for downstream analysis such as 16S ribosomal RNA gene sequencing. Although sequencing platforms such as Illumina are very common, there are reservations concerning reproducibility in challenging samples that combine low bacterial loads with high amounts of host DNA. The objective of this study was to evaluate six different DNA extraction protocols applied to four different prototype milk samples (low/high level of colony‐forming units [cfu] and somatic cells). DNA extracts were sequenced on Illumina MiSeq with primers for the hypervariable regions V1V2 and V3V4. Different protocols were evaluated by analyzing the yield and purity of DNA extracts and the number of clean reads after sequencing. Three protocols with the highest median number of clean reads were selected. To assess reproducibility, these extraction replicates were resequenced in triplicates (n = 120). The most reproducible results for α‐ and β‐diversity were obtained with the modified DNeasy Blood & Tissue kit after a chemical pretreatment plus resuspension of the cream fraction. The unmodified QIAamp DNA Mini kit performed particularly weak in the sample representing unspecific mastitis. These results suggest that pretreatment in combination with the modified DNeasy Blood & Tissue kit is useful in extracting microbial DNA from challenging milk samples. To increase reproducibility, we recommend that duplicates, if not triplicates, should be sequenced. We showed that high counts of somatic cells challenged DNA extraction, which shapes the need to apply modified extraction protocols.
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Affiliation(s)
- Julia A. Schwenker
- Department for Animal Hygiene and Health, Institute of Animal Breeding and Husbandry Christian‐Albrechts‐University Kiel Germany
| | - Meike Friedrichsen
- Department for Animal Hygiene and Health, Institute of Animal Breeding and Husbandry Christian‐Albrechts‐University Kiel Germany
| | - Silvio Waschina
- Institute of Human Nutrition and Food Science, Nutriinformatics Christian‐Albrechts‐University Kiel Germany
| | - Corinna Bang
- Institute of Clinical Molecular Biology Christian‐Albrechts‐University Kiel Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology Christian‐Albrechts‐University Kiel Germany
| | - Ricarda Mayer
- Department of Veterinary Sciences Ludwig‐Maximilians‐University Munich Oberschleißheim Germany
- GNA Biosolutions GmbH Martinsried Germany
| | - Christina S. Hölzel
- Department for Animal Hygiene and Health, Institute of Animal Breeding and Husbandry Christian‐Albrechts‐University Kiel Germany
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3
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Li D, Gai W, Zhang J, Cheng W, Cui N, Wang H. Metagenomic Next-Generation Sequencing for the Microbiological Diagnosis of Abdominal Sepsis Patients. Front Microbiol 2022; 13:816631. [PMID: 35185847 PMCID: PMC8847725 DOI: 10.3389/fmicb.2022.816631] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 01/06/2022] [Indexed: 12/29/2022] Open
Abstract
Objectives For patients with intra-abdominal infection (IAI), the rapid and accurate identification of pathogens remains a challenge. Metagenomic next-generation sequencing (mNGS) is a novel technique for infectious diseases, but its application in IAI is limited. In this study, we compared the microbiological diagnostic ability of plasma mNGS with that of conventional peritoneal drainage (PD) culture in critical care settings. Methods From January 2018 to December 2020, a prospective observational study was performed at a tertiary teaching hospital in China and data on 109 abdominal sepsis patients were collected. The pathogen detection performance of plasma mNGS and PD culture method were compared. Measurements and Results Ninety-two positive cases detected on PD culture, while plasma mNGS detected 61 positive cases. Forty-five patients (44.0%) had at least one matched pair of plasma mNGS and PD culture results. Compared with PD culture, the plasma mNGS was more rapid (27.1 ± 4.0 vs. 68.9 ± 22.3 h, p < 0.05). The patients received initial antibiotic treatment matched with mNGS detection showed better clinical outcomes. Conclusion For abdominal sepsis patients, plasma mNGS can provide early, noninvasive, and rapid microbiological diagnosis. Compared with conventional PD smear, culture, and blood culture methods, plasma mNGS promote the rapid detection of pathogenic bacteria.
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Affiliation(s)
- Dongkai Li
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Wei Gai
- WillingMed Technology (Beijing) Co., Ltd, Beijing, China
| | - Jiahui Zhang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Wei Cheng
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Na Cui
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Hao Wang
- Department of Critical Care Medicine, Beijing Jishuitan Hospital, Beijing, China
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4
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Pierre JF, Phillips GJ, Chandra LC, Rendina DN, Thomas-Gosain NF, Lubach GR, Lyte M, Coe CL, Gosain A. Lyticase Facilitates Mycobiome Resolution Without Disrupting Microbiome Fidelity in Primates. J Surg Res 2021; 267:336-341. [PMID: 34186310 PMCID: PMC8678161 DOI: 10.1016/j.jss.2021.06.023] [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: 01/07/2021] [Revised: 05/03/2021] [Accepted: 06/08/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Microbiome research has expanded to consider contributions of microbial kingdoms beyond bacteria, including fungi (i.e., the mycobiome). However, optimal specimen handling protocols are varied, including uncertainty of how enzymes utilized to facilitate fungal DNA recovery may interfere with bacterial microbiome sequencing from the same samples. METHODS With Institutional Animal Care and Use Committee approval, fecal samples were obtained from 20 rhesus macaques (10 males, 10 females; Macaca mulatta). DNA was extracted using commercially available kits, with or without lyticase enzyme treatment. 16S ribosomal RNA (bacterial) and Internal Transcribed Spacer (ITS; fungal) sequencing was performed on the Illumina MiSeq platform. Bioinformatics analysis was performed using Qiime and Calypso. RESULTS Inclusion of lyticase in the sample preparation pipeline significantly increased usable fungal ITS reads, community alpha diversity, and enhanced detection of numerous fungal genera that were otherwise poorly or not detected in primate fecal samples. Bacterial 16S ribosomal RNA amplicons obtained from library preparation were statistically unchanged by the presence of lyticase. CONCLUSIONS We demonstrate inclusion of the enzyme lyticase for fungal cell wall digestion markedly enhances mycobiota detection while maintaining fidelity of microbiome identification and community features in non-human primates. In restricted sample volumes, as are common in limited human samples, use of single sample DNA isolation will facilitate increased rigor and controlled approaches in future work.
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Affiliation(s)
- Joseph F Pierre
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, Tennessee; Children's Foundation Research Institute, Le Bonheur Children's Hospital, Memphis, Tennessee.
| | - Greg J Phillips
- Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, Iowa
| | - Lawrance C Chandra
- Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, Iowa
| | - Danielle N Rendina
- Harlow Center, Department. of Psychology, University of Wisconsin, Madison, Wisconsin
| | - Neena F Thomas-Gosain
- Department. of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Gabriele R Lubach
- Harlow Center, Department. of Psychology, University of Wisconsin, Madison, Wisconsin
| | - Mark Lyte
- Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, Iowa
| | - Christopher L Coe
- Harlow Center, Department. of Psychology, University of Wisconsin, Madison, Wisconsin
| | - Ankush Gosain
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, Tennessee; Children's Foundation Research Institute, Le Bonheur Children's Hospital, Memphis, Tennessee; Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee.
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Zhong C, Zhou Y, Zhao J, Fu J, Jiang T, Liu B, Chen F, Cao G. High throughput sequencing reveals the abundance and diversity of antibiotic-resistant bacteria in aquaculture wastewaters, Shandong, China. 3 Biotech 2021; 11:104. [PMID: 33552832 PMCID: PMC7847479 DOI: 10.1007/s13205-021-02656-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 01/12/2021] [Indexed: 12/11/2022] Open
Abstract
An innovative investigation was undertaken into the abundance and diversity of high antibiotic-resistant bacteria in aquaculture waters in Shandong Province, China, through cumulation incubation, PCR amplification of 16S rDNA, and high-throughput sequencing. The results showed that Vibrio, Bacillus, Vagococcus, Acinetobacter, Shewanella, Psychrobacter, Lactococcus, Enterococcus, Marinimonus and Myroids were abundant in the aquaculture waters, whereas other phylum including Actinobacteria, Deinococcus-Thermus, Omnitrophica and Nitrospirae had relatively lower abundance. Our studies revealed the presence of different bacteria in different locations in the aquaculture waters, most of which were resistant to multiple antibiotics. That is, the same microbial species from the same aquaculture wastewater can resist different antibiotics. Altogether, a considerable portion of the microbial community were found to be multi-drug resistant. It is essential that the spread of the antibiotic-resistant bacteria is controlled so that the distribution of antibiotic resistance genes to other environments is avoided. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s13205-021-02656-4.
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Affiliation(s)
- Chuanqing Zhong
- School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan, China
- Resources and Environment Innovation Research Institute, Shandong Jianzhu University, Jinan, China
| | - Yingping Zhou
- School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan, China
| | - Jia Zhao
- School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan, China
| | - Jiafang Fu
- College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117 China
| | - Tianyi Jiang
- School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan, China
| | - Bing Liu
- School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan, China
- Resources and Environment Innovation Research Institute, Shandong Jianzhu University, Jinan, China
| | - Feiyong Chen
- Resources and Environment Innovation Research Institute, Shandong Jianzhu University, Jinan, China
| | - Guangxiang Cao
- College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117 China
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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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M Raj J, Kenjar A, Bhandary J, Girisha B, Chakraborty G, Karunasagar I. Development of a rapid and low-cost method for the extraction of dermatophyte DNA. Indian J Dermatol 2021; 66:668-673. [PMID: 35283499 PMCID: PMC8906329 DOI: 10.4103/ijd.ijd_19_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Background: Polymerase chain reaction (PCR) is the most optimized method for the rapid detection and analysis of any environmental or clinically significant organism. While PCR amplification directly from samples has been shown effective for several bacteria and viruses, for filamentous fungus and yeast, extraction of genomic DNA is a must. The extraction of DNA from fungal cultures is often reported using user-friendly commercially available kits, which are designed to decrease the time, extensive manual work in extraction procedures but are often expensive. Dermatophytes pose an added drawback to efficient DNA extraction due to their poor recovery on culture media and slow growth rate. Aims and Objectives: In the present study, we developed and validated a method for effective genomic DNA extraction from dermatophytes. Materials and Methods: DNA yield from standard dermatophytes extracted from spore suspensions and mycelia mat by commercially available kits was compared. A modified method using lyticase buffer and phenol-chloroform extraction was developed. The yield obtained was compared with the existing methods (kit-based method and cetyl trimethyl ammonium bromide method). The yield and quality of the total genomic DNA were estimated spectrophotometrically and by successful PCR amplification of the ITS region. The results were validated using 21 clinical isolates from recalcitrant dermatophytosis. Results: Minimal fungal DNA was obtained from the spores compared to that obtained from mycelial mat. Commercially available kits yielded lower amounts of DNA compared to the CATB method. The modified method developed in this study yielded better quality and quantity of DNA. Conclusion: Of the three extraction methods evaluated, the developed method gave significantly higher total genomic DNA yield and better purity than the reference methods. In addition, the turnaround time for DNA extraction was reduced to half based on modifications in culture conditions.
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Tiew PY, Mac Aogain M, Ali NABM, Thng KX, Goh K, Lau KJX, Chotirmall SH. The Mycobiome in Health and Disease: Emerging Concepts, Methodologies and Challenges. Mycopathologia 2020; 185:207-231. [PMID: 31894501 PMCID: PMC7223441 DOI: 10.1007/s11046-019-00413-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 12/02/2019] [Indexed: 02/07/2023]
Abstract
Fungal disease is an increasingly recognised global clinical challenge associated with high mortality. Early diagnosis of fungal infection remains problematic due to the poor sensitivity and specificity of current diagnostic modalities. Advances in sequencing technologies hold promise in addressing these shortcomings and for improved fungal detection and identification. To translate such emerging approaches into mainstream clinical care will require refinement of current sequencing and analytical platforms, ensuring standardisation and consistency through robust clinical benchmarking and its validation across a range of patient populations. In this state-of-the-art review, we discuss current diagnostic and therapeutic challenges associated with fungal disease and provide key examples where the application of sequencing technologies has potential diagnostic application in assessing the human ‘mycobiome’. We assess how ready access to fungal sequencing may be exploited in broadening our insight into host–fungal interaction, providing scope for clinical diagnostics and the translation of emerging mycobiome research into clinical practice.
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Affiliation(s)
- Pei Yee Tiew
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308232, Singapore
- Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore
| | - Micheál Mac Aogain
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308232, Singapore
| | | | - Kai Xian Thng
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308232, Singapore
| | - Karlyn Goh
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Kenny J X Lau
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308232, Singapore
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore
| | - Sanjay H Chotirmall
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308232, Singapore.
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Ackerman AL, Anger JT, Khalique MU, Ackerman JE, Tang J, Kim J, Underhill DM, Freeman MR. Optimization of DNA extraction from human urinary samples for mycobiome community profiling. PLoS One 2019; 14:e0210306. [PMID: 31022216 PMCID: PMC6483181 DOI: 10.1371/journal.pone.0210306] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 04/15/2019] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Recent data suggest the urinary tract hosts a microbial community of varying composition, even in the absence of infection. Culture-independent methodologies, such as next-generation sequencing of conserved ribosomal DNA sequences, provide an expansive look at these communities, identifying both common commensals and fastidious organisms. A fundamental challenge has been the isolation of DNA representative of the entire resident microbial community, including fungi. MATERIALS AND METHODS We evaluated multiple modifications of commonly-used DNA extraction procedures using standardized male and female urine samples, comparing resulting overall, fungal and bacterial DNA yields by quantitative PCR. After identifying protocol modifications that increased DNA yields (lyticase/lysozyme digestion, bead beating, boil/freeze cycles, proteinase K treatment, and carrier DNA use), all modifications were combined for systematic confirmation of optimal protocol conditions. This optimized protocol was tested against commercially available methodologies to compare overall and microbial DNA yields, community representation and diversity by next-generation sequencing (NGS). RESULTS Overall and fungal-specific DNA yields from standardized urine samples demonstrated that microbial abundances differed significantly among the eight methods used. Methodologies that included multiple disruption steps, including enzymatic, mechanical, and thermal disruption and proteinase digestion, particularly in combination with small volume processing and pooling steps, provided more comprehensive representation of the range of bacterial and fungal species. Concentration of larger volume urine specimens at low speed centrifugation proved highly effective, increasing resulting DNA levels and providing greater microbial representation and diversity. CONCLUSIONS Alterations in the methodology of urine storage, preparation, and DNA processing improve microbial community profiling using culture-independent sequencing methods. Our optimized protocol for DNA extraction from urine samples provided improved fungal community representation. Use of this technique resulted in equivalent representation of the bacterial populations as well, making this a useful technique for the concurrent evaluation of bacterial and fungal populations by NGS.
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Affiliation(s)
- A. Lenore Ackerman
- Department of Surgery, Division of Urology, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
| | - Jennifer Tash Anger
- Department of Surgery, Division of Urology, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
| | - Muhammad Umair Khalique
- Department of Surgery, Division of Urology, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
| | - James E. Ackerman
- Department of Surgery, Division of Urology, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
| | - Jie Tang
- Department of Biomedical Sciences, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
| | - Jayoung Kim
- Department of Surgery, Division of Urology, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
- Department of Biomedical Sciences, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
| | - David M. Underhill
- Department of Biomedical Sciences, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
- Department of Medicine, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
| | - Michael R. Freeman
- Department of Surgery, Division of Urology, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
- Department of Biomedical Sciences, Cedars−Sinai Medical Center, Los Angeles, CA, United States of America
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10
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Zhang C, Thakkar PV, Powell SE, Sharma P, Vennelaganti S, Betel D, Shah MA. A Comparison of Homogenization vs. Enzymatic Lysis for Microbiome Profiling in Clinical Endoscopic Biopsy Tissue Samples. Front Microbiol 2019; 9:3246. [PMID: 30671046 PMCID: PMC6331478 DOI: 10.3389/fmicb.2018.03246] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 12/14/2018] [Indexed: 12/14/2022] Open
Abstract
Identification of the human microbiome has proven to be of utmost importance with the emerging role of bacteria in various physiological and pathological processes. High throughput sequencing strategies have evolved to assess the composition of the microbiome. To identify possible bias that may exist in the processing of tissue for whole genome sequencing (WGS), it is important to evaluate the extraction method on the overall microbial content and composition. Here we compare two different methods of extraction, homogenization vs. enzymatic lysis, on gastric, esophageal and colorectal biopsies and survey the microbial content and composition using WGS and quantitative PCR (qPCR). We examined total bacterial content using universal 16S rDNA qPCR as well as the abundance of three phyla (Actinobacter, Firmicutes, Bacteroidetes) and one genus (Fusobacterium). We found minimal differences between the two extraction methods in the overall community structure. Furthermore, based on our qPCR analysis, neither method demonstrated preferential extraction of any particular clade of bacteria, nor significantly altered the detection of Gram-positive or Gram-negative organisms. However, although the overall microbial composition remained very similar and the most prevalent bacteria could be detected effectively using either method, the precise community structure and microbial abundances between the two methods were different, primarily due to variations in detection of low abundance genus. We also demonstrate that the homogenization extraction method provides higher microbial DNA content and higher read counts from human tissue biopsy samples of the gastrointestinal tract.
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Affiliation(s)
- Chao Zhang
- Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, United States.,Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Prashant V Thakkar
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Sarah Ellen Powell
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Prateek Sharma
- Veterans Affairs Medical Center and University of Kansas School of Medicine, Kansas City, MO, United States
| | - Sreekar Vennelaganti
- Veterans Affairs Medical Center and University of Kansas School of Medicine, Kansas City, MO, United States
| | - Doron Betel
- Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, United States.,Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Manish A Shah
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY, United States
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Wu JF, Muthusamy A, Al-Ghalith GA, Knights D, Guo B, Wu B, Remmel RP, Schladt DP, Alegre ML, Oetting WS, Jacobson PA, Israni AK. Urinary microbiome associated with chronic allograft dysfunction in kidney transplant recipients. Clin Transplant 2018; 32:e13436. [PMID: 30372560 PMCID: PMC6984979 DOI: 10.1111/ctr.13436] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 09/14/2018] [Accepted: 10/21/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND We performed a study to identify differences in the urinary microbiome associated with chronic allograft dysfunction (CAD) and compared the urinary microbiome of male and female transplant recipients with CAD. METHODS This case-control study enrolled 67 patients within the Deterioration of Kidney Allograft Function (DeKAF) Genomics cohort at two transplant centers. CAD was defined as a greater than 25% rise in serum creatinine relative to a 3 month post-transplant baseline. Urine samples from patients with and without CAD were analyzed using 16S V4 bacterial ribosomal DNA sequences. RESULTS Corynebacterium was more prevalent in female and male patients with CAD compared to non-CAD female patients (P = 0.0005). A total 21 distinct Operational Taxonomic Unit (OTUs) were identified as significantly different when comparing CAD and non-CAD patients using Kruskal-Wallis (P < 0.01). A subset analysis of female patients with CAD compared to non-CAD females identified similar differentially abundant OTUs, including the genera Corynebacterium and Staphylococcus (Kruskal-Wallis; P = 0.01; P = 0.004, respectively). Male CAD vs female CAD analysis showed greater abundance of phylum Proteobacteria in males. CONCLUSION There were differences in the urinary microbiome when comparing female and male CAD patients with their female non-CAD counterparts and these differences persisted in the subset analysis limited to female patients only.
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Affiliation(s)
- Jennifer F. Wu
- Department of Medicine, Nephrology Division, Hennepin Healthcare, Minneapolis, MN
| | | | | | - Dan Knights
- Department of Computer Science and Biotechnology Institute, University of Minnesota, Minneapolis, MN
| | - Bin Guo
- Division of Biostatistics, University of Minnesota, Minneapolis, MN
| | - Baolin Wu
- Division of Biostatistics, University of Minnesota, Minneapolis, MN
| | - Rory P. Remmel
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN
| | | | - Maria-Luisa Alegre
- Department of Medicine, Section of Rheumatology, University of Chicago, Chicago, IL
| | - William S. Oetting
- Department of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, MN
| | - Pamala A. Jacobson
- Department of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, MN
| | - Ajay K. Israni
- Department of Medicine, Nephrology Division, Hennepin Healthcare, Minneapolis, MN
- Hennepin Healthcare Research Institute, Minneapolis, MN
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12
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Angebault C, Ghozlane A, Volant S, Botterel F, d’Enfert C, Bougnoux ME. Combined bacterial and fungal intestinal microbiota analyses: Impact of storage conditions and DNA extraction protocols. PLoS One 2018; 13:e0201174. [PMID: 30074988 PMCID: PMC6075747 DOI: 10.1371/journal.pone.0201174] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 07/10/2018] [Indexed: 12/19/2022] Open
Abstract
Background The human intestinal microbiota contains a vast community of microorganisms increasingly studied using high-throughput DNA sequencing. Standardized protocols for storage and DNA extraction from fecal samples have been established mostly for bacterial microbiota analysis. Here, we investigated the impact of storage and DNA extraction on bacterial and fungal community structures detected concomitantly. Methods Fecal samples from healthy adults were stored at -80°C as such or diluted in RNAlater® and subjected to 2 extraction protocols with mechanical lysis: the Powersoil® MoBio kit or the International Human Microbiota Standard (IHMS) Protocol Q. Libraries of the 12 samples targeting the V3-V4 16S and the ITS1 regions were prepared using Metabiote® (Genoscreen) and sequenced on GS-FLX-454. Sequencing data were analysed using SHAMAN (http://shaman.pasteur.fr/). The bacterial and fungal microbiota were compared in terms of diversity and relative abundance. Results We obtained 171869 and 199089 quality-controlled reads for 16S and ITS, respectively. All 16S reads were assigned to 41 bacterial genera; only 52% of ITS reads were assigned to 40 fungal genera/section. Rarefaction curves were satisfactory in 3/3 and 2/3 subjects for 16S and ITS, respectively. PCoA showed important inter-individual variability of intestinal microbiota largely overweighing the effect of storage or extraction. Storage in RNAlater® impacted (downward trend) the relative abundances of 7/41 bacterial and 6/40 fungal taxa, while extraction impacted randomly 18/41 bacterial taxa and 1/40 fungal taxon. Conclusion Our results showed that RNAlater® moderately impacts bacterial or fungal community structures, while extraction significantly influences the bacterial composition. For combined bacterial and fungal intestinal microbiota analysis, immediate sample freezing should be preferred when feasible, but storage in RNAlater® remains an option under unfavourable conditions or for concomitant metatranscriptomic analysis; and extraction should rely on protocols validated for bacterial analysis, such as IHMS Protocol Q, and including a powerful mechanical lysis, essential for fungal extraction.
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Affiliation(s)
- Cécile Angebault
- Unité de Parasitologie-Mycologie, Service de Microbiologie clinique, Hôpital Necker-Enfants-Malades, Assistance Publique des Hôpitaux de Paris (APHP), Paris, France
- Université Paris Descartes, Sorbonne Paris-Cité, Paris, France
- Unité de Parasitologie-Mycologie, Département de Virologie, Bactériologie-Hygiène, Mycologie-Parasitologie, Unité transversale du traitement des infections (VBHMP–UT2I), DHU-VIC, CHU Henri Mondor, Assistance Publique des Hôpitaux de Paris (APHP), Créteil, France
- EA Dynamyc 7380 UPEC, ENVA, Faculté de Médecine de Créteil, Créteil
| | - Amine Ghozlane
- Institut Pasteur, Bioinformatics and Biostatistics Hub—C3BI—USR 3756 IP CNRS, Paris, France
| | - Stevenn Volant
- Institut Pasteur, Bioinformatics and Biostatistics Hub—C3BI—USR 3756 IP CNRS, Paris, France
| | - Françoise Botterel
- Unité de Parasitologie-Mycologie, Département de Virologie, Bactériologie-Hygiène, Mycologie-Parasitologie, Unité transversale du traitement des infections (VBHMP–UT2I), DHU-VIC, CHU Henri Mondor, Assistance Publique des Hôpitaux de Paris (APHP), Créteil, France
- EA Dynamyc 7380 UPEC, ENVA, Faculté de Médecine de Créteil, Créteil
| | - Christophe d’Enfert
- Institut Pasteur, INRA, Unité Biologie et Pathogénicité Fongiques, Département Mycologie, Paris, France
| | - Marie-Elisabeth Bougnoux
- Unité de Parasitologie-Mycologie, Service de Microbiologie clinique, Hôpital Necker-Enfants-Malades, Assistance Publique des Hôpitaux de Paris (APHP), Paris, France
- Université Paris Descartes, Sorbonne Paris-Cité, Paris, France
- Institut Pasteur, INRA, Unité Biologie et Pathogénicité Fongiques, Département Mycologie, Paris, France
- * E-mail: ,
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13
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Halwachs B, Madhusudhan N, Krause R, Nilsson RH, Moissl-Eichinger C, Högenauer C, Thallinger GG, Gorkiewicz G. Critical Issues in Mycobiota Analysis. Front Microbiol 2017; 8:180. [PMID: 28261162 PMCID: PMC5306204 DOI: 10.3389/fmicb.2017.00180] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 01/24/2017] [Indexed: 12/26/2022] Open
Abstract
Fungi constitute an important part of the human microbiota and they play a significant role for health and disease development. Advancements made in the culture-independent analysis of microbial communities have broadened our understanding of the mycobiota, however, microbiota analysis tools have been mainly developed for bacteria (e.g., targeting the 16S rRNA gene) and they often fall short if applied to fungal marker-gene based investigations (i.e., internal transcribed spacers, ITS). In the current paper we discuss all major steps of a fungal amplicon analysis starting with DNA extraction from specimens up to bioinformatics analyses of next-generation sequencing data. Specific points are discussed at each step and special emphasis is placed on the bioinformatics challenges emerging during operational taxonomic unit (OTU) picking, a critical step in mycobiota analysis. By using an in silico ITS1 mock community we demonstrate that standard analysis pipelines fall short if used with default settings showing erroneous fungal community representations. We highlight that switching OTU picking to a closed reference approach greatly enhances performance. Finally, recommendations are given on how to perform ITS based mycobiota analysis with the currently available measures.
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Affiliation(s)
- Bettina Halwachs
- Institute of Pathology, Medical University of GrazGraz, Austria; Theodor Escherich Laboratory for Medical Microbiome Research, Medical University of GrazGraz, Austria; BioTechMed-Graz, Interuniversity CooperationGraz, Austria
| | - Nandhitha Madhusudhan
- Institute of Pathology, Medical University of GrazGraz, Austria; Theodor Escherich Laboratory for Medical Microbiome Research, Medical University of GrazGraz, Austria
| | - Robert Krause
- Section of Infectious Diseases and Tropical Medicine, Department of Internal Medicine, Medical University of Graz Graz, Austria
| | - R Henrik Nilsson
- Department of Biological and Environmental Sciences, University of Gothenburg Gothenburg, Sweden
| | - Christine Moissl-Eichinger
- BioTechMed-Graz, Interuniversity CooperationGraz, Austria; Section of Infectious Diseases and Tropical Medicine, Department of Internal Medicine, Medical University of GrazGraz, Austria
| | - Christoph Högenauer
- Theodor Escherich Laboratory for Medical Microbiome Research, Medical University of GrazGraz, Austria; BioTechMed-Graz, Interuniversity CooperationGraz, Austria; Division of Gastroenterology and Hepatology, Department of Internal Medicine, Medical University of GrazGraz, Austria
| | - Gerhard G Thallinger
- BioTechMed-Graz, Interuniversity CooperationGraz, Austria; Institute of Molecular Biotechnology, Graz University of TechnologyGraz, Austria
| | - Gregor Gorkiewicz
- Institute of Pathology, Medical University of GrazGraz, Austria; Theodor Escherich Laboratory for Medical Microbiome Research, Medical University of GrazGraz, Austria; BioTechMed-Graz, Interuniversity CooperationGraz, Austria
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14
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Wozniak A, Geoffroy E, Miranda C, Castillo C, Sanhueza F, García P. Comparison of manual and automated nucleic acid extraction methods from clinical specimens for microbial diagnosis purposes. Diagn Microbiol Infect Dis 2016; 86:268-269. [PMID: 27543377 DOI: 10.1016/j.diagmicrobio.2016.07.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 06/21/2016] [Accepted: 07/08/2016] [Indexed: 10/21/2022]
Abstract
The choice of nucleic acids (NAs) extraction method for molecular diagnosis in microbiology is of major importance because of the low microbial load, different nature of microorganisms, and clinical specimens. The NA yield of different extraction methods has been mostly studied using spiked samples. However, information from real human clinical specimens is scarce. The purpose of this study was to compare the performance of a manual low-cost extraction method (Qiagen kit or salting-out extraction method) with the automated high-cost MagNAPure Compact method. According to cycle threshold values for different pathogens, MagNAPure is as efficient as Qiagen for NA extraction from noncomplex clinical specimens (nasopharyngeal swab, skin swab, plasma, respiratory specimens). In contrast, according to cycle threshold values for RNAseP, MagNAPure method may not be an appropriate method for NA extraction from blood. We believe that MagNAPure versatility reduced risk of cross-contamination and reduced hands-on time compensates its high cost.
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Affiliation(s)
- Aniela Wozniak
- Laboratorio de Microbiología, Departamento de Laboratorios Clínicos, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
| | - Enrique Geoffroy
- Laboratorio de Microbiología, Departamento de Laboratorios Clínicos, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Carolina Miranda
- Laboratorio de Microbiología, Departamento de Laboratorios Clínicos, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Claudia Castillo
- Laboratorio de Microbiología, Departamento de Laboratorios Clínicos, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Francia Sanhueza
- Laboratorio de Microbiología, Departamento de Laboratorios Clínicos, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Patricia García
- Laboratorio de Microbiología, Departamento de Laboratorios Clínicos, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
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15
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Müller S, Cavallaro A, Vasilev K, Voelcker NH, Schönherr H. Temperature-Controlled Antimicrobial Release from Poly(diethylene glycol methylether methacrylate)-Functionalized Bottleneck-Structured Porous Silicon for the Inhibition of Bacterial Growth. MACROMOL CHEM PHYS 2016. [DOI: 10.1002/macp.201600099] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Stephanie Müller
- Physical Chemistry I; Department of Chemistry and Biology & Research Center of Micro and Nanochemistry and Engineering (Cμ); University of Siegen; Adolf-Reichwein-Str. 2 57076 Siegen Germany
| | - Alex Cavallaro
- School of Engineering; University of South Australia; Mawson Lakes SA 5095 Australia
| | - Krasimir Vasilev
- School of Engineering; University of South Australia; Mawson Lakes SA 5095 Australia
| | - Nicolas H. Voelcker
- Future Industries Institute; University of South Australia; Mawson Lakes Boulevard 5095 Adelaide Australia
| | - Holger Schönherr
- Physical Chemistry I; Department of Chemistry and Biology & Research Center of Micro and Nanochemistry and Engineering (Cμ); University of Siegen; Adolf-Reichwein-Str. 2 57076 Siegen Germany
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16
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Song Z, Schlatter D, Kennedy P, Kinkel LL, Kistler HC, Nguyen N, Bates ST. Effort versus Reward: Preparing Samples for Fungal Community Characterization in High-Throughput Sequencing Surveys of Soils. PLoS One 2015; 10:e0127234. [PMID: 25974078 PMCID: PMC4431839 DOI: 10.1371/journal.pone.0127234] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 04/12/2015] [Indexed: 11/29/2022] Open
Abstract
Next generation fungal amplicon sequencing is being used with increasing frequency to study fungal diversity in various ecosystems; however, the influence of sample preparation on the characterization of fungal community is poorly understood. We investigated the effects of four procedural modifications to library preparation for high-throughput sequencing (HTS). The following treatments were considered: 1) the amount of soil used in DNA extraction, 2) the inclusion of additional steps (freeze/thaw cycles, sonication, or hot water bath incubation) in the extraction procedure, 3) the amount of DNA template used in PCR, and 4) the effect of sample pooling, either physically or computationally. Soils from two different ecosystems in Minnesota, USA, one prairie and one forest site, were used to assess the generality of our results. The first three treatments did not significantly influence observed fungal OTU richness or community structure at either site. Physical pooling captured more OTU richness compared to individual samples, but total OTU richness at each site was highest when individual samples were computationally combined. We conclude that standard extraction kit protocols are well optimized for fungal HTS surveys, but because sample pooling can significantly influence OTU richness estimates, it is important to carefully consider the study aims when planning sampling procedures.
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Affiliation(s)
- Zewei Song
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN 55108, United States of America
- * E-mail:
| | - Dan Schlatter
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN 55108, United States of America
| | - Peter Kennedy
- Department of Plant Biology, University of Minnesota, Saint Paul, MN 55108, United States of America
| | - Linda L. Kinkel
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN 55108, United States of America
| | - H. Corby Kistler
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN 55108, United States of America
- USDA ARS Cereal Disease Laboratory, Saint Paul, MN 55108, United States of America
| | - Nhu Nguyen
- Department of Plant Biology, University of Minnesota, Saint Paul, MN 55108, United States of America
| | - Scott T. Bates
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN 55108, United States of America
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17
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Krismastuti FSH, Bayat H, Voelcker NH, Schönherr H. Real time monitoring of layer-by-layer polyelectrolyte deposition and bacterial enzyme detection in nanoporous anodized aluminum oxide. Anal Chem 2015; 87:3856-63. [PMID: 25739712 DOI: 10.1021/ac504626m] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Porous anodized aluminum oxide (pAAO) is a nanostructured material, which due to its optical properties lends itself to the design of optical biosensors where interactions in the pores of this material are transduced into interferometric reflectance shifts. In this study, a pAAO-based biosensor was developed as a biosensing platform to detect proteinase K, an enzyme which is a readily available model system for the proteinase produced by Pseudomonas aeruginosa. The pAAO pore walls are decorated by means of the layer-by-layer (LbL) deposition technique using poly(sodium-4-styrenesulfonate) and poly-l-lysine as negatively and positively charged polyelectrolytes, respectively. Interferometric reflectance spectroscopy utilized to observe the optical properties of pAAO during LbL deposition shows that the deposition of the polyelectrolyte onto the pore walls increases the net refractive index, thus red-shifting the effective optical thickness (EOT). Upon incubation with proteinase K, a conspicuous blue shift of the EOT is observed, which is attributed to the destabilization of the LbL film upon enzymatic degradation of the poly-l-lysine components. This result is confirmed by scanning electron microscopy results. Finally, as a proof-of-principle, we demonstrate the ability of the label-free pAAO-based biosensing platform to detect the presence of the proteinase K in human wound fluid, highlighting the potential for detection of bacterial infections in chronic wounds.
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Affiliation(s)
- Fransiska Sri Herwahyu Krismastuti
- †ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, Mawson Institute, University of South Australia, Mawson Lakes, Adelaide, South Australia 5095, Australia.,‡Wound Management Innovation Cooperative Research Centre, University of South Australia, Mawson Lakes, Adelaide, South Australia 5095, Australia
| | - Haider Bayat
- §Physical Chemistry I, Department of Chemistry and Biology, University of SiegenAdolf-Reichwein-Str. 2, 57076 Siegen, Germany
| | - Nicolas H Voelcker
- †ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, Mawson Institute, University of South Australia, Mawson Lakes, Adelaide, South Australia 5095, Australia.,‡Wound Management Innovation Cooperative Research Centre, University of South Australia, Mawson Lakes, Adelaide, South Australia 5095, Australia
| | - Holger Schönherr
- §Physical Chemistry I, Department of Chemistry and Biology, University of SiegenAdolf-Reichwein-Str. 2, 57076 Siegen, Germany
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18
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Nguyen LDN, Viscogliosi E, Delhaes L. The lung mycobiome: an emerging field of the human respiratory microbiome. Front Microbiol 2015; 6:89. [PMID: 25762987 PMCID: PMC4327734 DOI: 10.3389/fmicb.2015.00089] [Citation(s) in RCA: 162] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2014] [Accepted: 01/23/2015] [Indexed: 01/29/2023] Open
Abstract
The lung microbiome, which is believed to be stable or at least transient in healthy people, is now considered as a poly-microorganism component contributing to disease pathogenesis. Most research studies on the respiratory microbiome have focused on bacteria and their impact on lung health, but there is evidence that other non-bacterial organisms, comprising the viruses (virome) and fungi (mycobiome), are also likely to play an important role in healthy people as well as in patients. In the last few years, the lung mycobiome (previously named the fungal microbiota or microbiome) has drawn closer attention. There is growing evidence that the lung mycobiome has a significant impact on clinical outcome of chronic respiratory diseases (CRD) such as asthma, chronic obstructive pulmonary disease, cystic fibrosis, and bronchiectasis. Thanks to advances in culture independent methods, especially next generation sequencing, a number of fungi not detected by culture methods have been molecularly identified in human lungs. It has been shown that the structure and diversity of the lung mycobiome vary in different populations (healthy and different diseased individuals) which could play a role in CRD. Moreover, the link between lung mycobiome and different biomes of other body sites, especially the gut, has also been unraveled. By interacting with the bacteriome and/or virome, the respiratory mycobiome appears to be a cofactor in inflammation and in the host immune response, and therefore may contribute to the decline of the lung function and the disease progression. In this review, we report the recent limited explorations of the human respiratory mycobiome, and discuss the mycobiome’s connections with other local microbial communities, as well as the relationships with the different biomes of other body sites. These studies suggest several outlooks for this understudied emerging field, which will certainly call for a renewal of our understanding of pulmonary diseases.
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Affiliation(s)
- Linh D N Nguyen
- Biology and Diversity of Emerging Eukaryotic Pathogens, Center for Infection and Immunity of Lille, INSERM U1019, CNRS UMR 8204, Lille Pasteur Institute, University of Lille Nord de France , Lille, France
| | - Eric Viscogliosi
- Biology and Diversity of Emerging Eukaryotic Pathogens, Center for Infection and Immunity of Lille, INSERM U1019, CNRS UMR 8204, Lille Pasteur Institute, University of Lille Nord de France , Lille, France
| | - Laurence Delhaes
- Biology and Diversity of Emerging Eukaryotic Pathogens, Center for Infection and Immunity of Lille, INSERM U1019, CNRS UMR 8204, Lille Pasteur Institute, University of Lille Nord de France , Lille, France ; Parasitology-Mycology Department, Hospital University Center, Faculty of Medicine , Lille, France
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