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López-Juan AL, Moreno-Calleja LM, Benedé JL, Chisvert A. Dispersive microextraction techniques as efficient strategies for the analysis of saliva: A comprehensive review. J Pharm Biomed Anal 2025; 255:116644. [PMID: 39708481 DOI: 10.1016/j.jpba.2024.116644] [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: 10/17/2024] [Revised: 12/04/2024] [Accepted: 12/15/2024] [Indexed: 12/23/2024]
Abstract
This review article brings together two of the current hot-spots in the field of analytical chemistry, and more specifically in the sample preparation stage: the use of dispersive microextraction techniques, and the analysis of saliva. Due to saliva collection is minimally invasive, it is increasingly being considered in bioanalysis. Moreover, bioanalysis is routine and agglutinates a high number of samples demanding for fast results, thus high-throughput assays are highly required. On the other hand, if something characterizes biological matrices, including saliva, is their complex composition. To adapt the matrix to the analytical method to be applied and to avoid as far as possible the matrix effect, an efficient sample preparation stage is required. To this regard dispersive microextraction techniques, as rapid, efficient and sustainable sample preparation approaches, play a crucial role. In the first part of the review, different workflows for the collection and pretreatment will be briefly described, placing special emphasis on advice to follow. Then, a compilation of the different applications of dispersive techniques for the analysis of saliva is presented, in which the trends observed in both specific analytes and microextraction approaches used are discussed.
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Affiliation(s)
- Andreu L López-Juan
- GICAPC Research Group, Department of Analytical Chemistry, University of Valencia, Burjassot, Valencia 46100, Spain
| | - Luis Miguel Moreno-Calleja
- GICAPC Research Group, Department of Analytical Chemistry, University of Valencia, Burjassot, Valencia 46100, Spain
| | - Juan L Benedé
- GICAPC Research Group, Department of Analytical Chemistry, University of Valencia, Burjassot, Valencia 46100, Spain
| | - Alberto Chisvert
- GICAPC Research Group, Department of Analytical Chemistry, University of Valencia, Burjassot, Valencia 46100, Spain.
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2
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Enam SU, Cherry JL, Leonard SR, Zheludev IN, Lipman DJ, Fire AZ. Restriction Endonuclease-Based Modification-Dependent Enrichment (REMoDE) of DNA for Metagenomic Sequencing. Appl Environ Microbiol 2023; 89:e0167022. [PMID: 36519847 PMCID: PMC9888230 DOI: 10.1128/aem.01670-22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/29/2022] [Indexed: 12/23/2022] Open
Abstract
Metagenomic sequencing is a swift and powerful tool to ascertain the presence of an organism of interest in a sample. However, sequencing coverage of the organism of interest can be insufficient due to an inundation of reads from irrelevant organisms in the sample. Here, we report a nuclease-based approach to rapidly enrich for DNA from certain organisms, including enterobacteria, based on their differential endogenous modification patterns. We exploit the ability of taxon-specific methylated motifs to resist the action of cognate methylation-sensitive restriction endonucleases that thereby digest unwanted, unmethylated DNA. Subsequently, we use a distributive exonuclease or electrophoretic separation to deplete or exclude the digested fragments, thus enriching for undigested DNA from the organism of interest. As a proof of concept, we apply this method to enrich for the enterobacteria Escherichia coli and Salmonella enterica by 11- to 142-fold from mock metagenomic samples and validate this approach as a versatile means to enrich for genomes of interest in metagenomic samples. IMPORTANCE Pathogens that contaminate the food supply or spread through other means can cause outbreaks that bring devastating repercussions to the health of a populace. Investigations to trace the source of these outbreaks are initiated rapidly but can be drawn out due to the labored methods of pathogen isolation. Metagenomic sequencing can alleviate this hurdle but is often insufficiently sensitive. The approach and implementations detailed here provide a rapid means to enrich for many pathogens involved in foodborne outbreaks, thereby improving the utility of metagenomic sequencing as a tool in outbreak investigations. Additionally, this approach provides a means to broadly enrich for otherwise minute levels of modified DNA, which may escape unnoticed in metagenomic samples.
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Affiliation(s)
- Syed Usman Enam
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Joshua L. Cherry
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Susan R. Leonard
- Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, Maryland, USA
| | - Ivan N. Zheludev
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
| | - David J. Lipman
- Office of the Center Director, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Silver Spring, Maryland, USA
| | - Andrew Z. Fire
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
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3
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Vrbová E, Noda AA, Grillová L, Rodríguez I, Forsyth A, Oppelt J, Šmajs D. Whole genome sequences of Treponema pallidum subsp. endemicum isolated from Cuban patients: The non-clonal character of isolates suggests a persistent human infection rather than a single outbreak. PLoS Negl Trop Dis 2022; 16:e0009900. [PMID: 35687593 PMCID: PMC9223347 DOI: 10.1371/journal.pntd.0009900] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 06/23/2022] [Accepted: 04/21/2022] [Indexed: 11/18/2022] Open
Abstract
Bejel (endemic syphilis) is a neglected non-venereal disease caused by Treponema pallidum subsp. endemicum (TEN). Although it is mostly present in hot, dry climates, a few cases have been found outside of these areas. The aim of this work was the sequencing and analysis of TEN isolates obtained from “syphilis patients” in Cuba, which is not considered an endemic area for bejel. Genomes were obtained by pool segment genome sequencing or direct sequencing methods, and the bioinformatics analysis was performed according to an established pipeline. We obtained four genomes with 100%, 81.7%, 52.6%, and 21.1% breadth of coverage, respectively. The sequenced genomes revealed a non-clonal character, with nucleotide variability ranging between 0.2–10.3 nucleotide substitutions per 100 kbp among the TEN isolates. Nucleotide changes affected 27 genes, and the analysis of the completely sequenced genome also showed a recombination event between tprC and tprI, in TP0488 as well as in the intergenic region between TP0127–TP0129. Despite limitations in the quality of samples affecting breadth of sequencing coverage, the determined non-clonal character of the isolates suggests a persistent infection in the Cuban population rather than a single outbreak caused by imported case.
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Affiliation(s)
- Eliška Vrbová
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Angel A. Noda
- Department of Mycology-Bacteriology, Institute of Tropical Medicine “Pedro Kourí”, Havana, Cuba
| | - Linda Grillová
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Islay Rodríguez
- Department of Mycology-Bacteriology, Institute of Tropical Medicine “Pedro Kourí”, Havana, Cuba
| | - Allyn Forsyth
- GeneticPrime Dx, Inc., La Jolla, California, United States of America
- San Diego State University, San Diego, California, United States of America
| | - Jan Oppelt
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, United States of America
| | - David Šmajs
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- * E-mail:
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4
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Shi Y, Wang G, Lau HCH, Yu J. Metagenomic Sequencing for Microbial DNA in Human Samples: Emerging Technological Advances. Int J Mol Sci 2022; 23:ijms23042181. [PMID: 35216302 PMCID: PMC8877284 DOI: 10.3390/ijms23042181] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/06/2022] [Accepted: 02/11/2022] [Indexed: 02/04/2023] Open
Abstract
Whole genome metagenomic sequencing is a powerful platform enabling the simultaneous identification of all genes from entirely different kingdoms of organisms in a complex sample. This technology has revolutionised multiple areas from microbiome research to clinical diagnoses. However, one of the major challenges of a metagenomic study is the overwhelming non-microbial DNA present in most of the host-derived specimens, which can inundate the microbial signals and reduce the sensitivity of microorganism detection. Various host DNA depletion methods to facilitate metagenomic sequencing have been developed and have received considerable attention in this context. In this review, we present an overview of current host DNA depletion approaches along with explanations of their underlying principles, advantages and disadvantages. We also discuss their applications in laboratory microbiome research and clinical diagnoses and, finally, we envisage the direction of the further perfection of metagenomic sequencing in samples with overabundant host DNA.
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Affiliation(s)
| | | | | | - Jun Yu
- Correspondence: ; Tel.: +852-37636099; Fax:+852-21445330
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5
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Hill BM, Bisht K, Atkins GR, Gomez AA, Rumbaugh KP, Wakeman CA, Brown AMV. Lysis-Hi-C as a method to study polymicrobial communities and eDNA. Mol Ecol Resour 2021; 22:1029-1042. [PMID: 34669257 PMCID: PMC9215119 DOI: 10.1111/1755-0998.13535] [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: 11/10/2020] [Revised: 10/06/2021] [Accepted: 10/11/2021] [Indexed: 11/30/2022]
Abstract
Microbes interact in natural communities in a spatially structured manner, particularly in biofilms and polymicrobial infections. While next generation sequencing approaches provide powerful insights into diversity, metabolic capacity, and mutational profiles of these communities, they generally fail to recover in situ spatial proximity between distinct genotypes in the interactome. Hi‐C is a promising method that has assisted in analysing complex microbiomes, by creating chromatin cross‐links in cells, that aid in identifying adjacent DNA, to improve de novo assembly. This study explored a modified Hi‐C approach involving an initial lysis phase prior to DNA cross‐linking, to test whether adjacent cell chromatin can be cross‐linked, anticipating that this could provide a new avenue for study of spatial‐mutational dynamics in structured microbial communities. An artificial polymicrobial mixture of Pseudomonas aeruginosa, Staphylococcus aureus, and Escherichia coli was lysed for 1–18 h, then prepared for Hi‐C. A murine biofilm infection model was treated with sonication, mechanical lysis, or chemical lysis before Hi‐C. Bioinformatic analyses of resulting Hi‐C interspecies chromatin links showed that while microbial species differed from one another, generally lysis significantly increased links between species and increased the distance of Hi‐C links within species, while also increasing novel plasmid‐chromosome links. The success of this modified lysis‐Hi‐C protocol in creating extracellular DNA links is a promising first step toward a new lysis‐Hi‐C based method to recover genotypic microgeography in polymicrobial communities, with potential future applications in diseases with localized resistance, such as cystic fibrosis lung infections and chronic diabetic ulcers.
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Affiliation(s)
- Bravada M Hill
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Karishma Bisht
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Georgia Rae Atkins
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Amy A Gomez
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Kendra P Rumbaugh
- Department of Surgery, School of Medicine, Texas Tech Health Sciences Center, Lubbock, Texas, USA
| | - Catherine A Wakeman
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Amanda M V Brown
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas, USA
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6
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Grillová L, Oppelt J, Mikalová L, Nováková M, Giacani L, Niesnerová A, Noda AA, Mechaly AE, Pospíšilová P, Čejková D, Grange PA, Dupin N, Strnadel R, Chen M, Denham I, Arora N, Picardeau M, Weston C, Forsyth RA, Šmajs D. Directly Sequenced Genomes of Contemporary Strains of Syphilis Reveal Recombination-Driven Diversity in Genes Encoding Predicted Surface-Exposed Antigens. Front Microbiol 2019; 10:1691. [PMID: 31417509 PMCID: PMC6685089 DOI: 10.3389/fmicb.2019.01691] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 07/09/2019] [Indexed: 11/13/2022] Open
Abstract
Syphilis, caused by Treponema pallidum subsp. pallidum (TPA), remains an important public health problem with an increasing worldwide prevalence. Despite recent advances in in vitro cultivation, genetic variability of this pathogen during infection is poorly understood. Here, we present contemporary and geographically diverse complete treponemal genome sequences isolated directly from patients using a methyl-directed enrichment prior to sequencing. This approach reveals that approximately 50% of the genetic diversity found in TPA is driven by inter- and/or intra-strain recombination events, particularly in strains belonging to one of the defined genetic groups of syphilis treponemes: Nichols-like strains. Recombinant loci were found to encode putative outer-membrane proteins and the recombination variability was almost exclusively found in regions predicted to be at the host-pathogen interface. Genetic recombination has been considered to be a rare event in treponemes, yet our study unexpectedly showed that it occurs at a significant level and may have important impacts in the biology of this pathogen, especially as these events occur primarily in the outer membrane proteins. This study reveals the existence of strains with different repertoires of surface-exposed antigens circulating in the current human population, which should be taken into account during syphilis vaccine development.
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Affiliation(s)
- Linda Grillová
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia.,Biology of Spirochetes Unit, Institut Pasteur, Paris, France
| | - Jan Oppelt
- CEITEC-Central European Institute of Technology, Masaryk University, Brno, Czechia.,National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Brno, Czechia
| | - Lenka Mikalová
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Markéta Nováková
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Lorenzo Giacani
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, United States.,Department of Global Health, Harborview Medical Center, University of Washington, Seattle, WA, United States
| | - Anežka Niesnerová
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Angel A Noda
- Department of Mycology-Bacteriology, Instituto de Medicina Tropical "Pedro Kourí", Havana, Cuba
| | - Ariel E Mechaly
- Plateforme de Cristallographie, Institut Pasteur, Paris, France
| | - Petra Pospíšilová
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Darina Čejková
- Department of Immunology, Veterinary Research Institute, Brno, Czechia
| | - Philippe A Grange
- Faculté de Médecine, Laboratoire de Dermatologie-CNR IST Bactériennes, Institut Cochin U1016, Université Sorbonne Paris Descartes, Paris, France
| | - Nicolas Dupin
- Faculté de Médecine, Laboratoire de Dermatologie-CNR IST Bactériennes, Institut Cochin U1016, Université Sorbonne Paris Descartes, Paris, France.,AP-HP, Service de Dermatologie et Vénéréologie, Groupe Hospitalier Paris Centre Cochin-Hôtel Dieu-Broca, Paris, France
| | - Radim Strnadel
- Department of Dermatovenerology, University Hospital Brno, Brno, Czechia
| | - Marcus Chen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia.,Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Ian Denham
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia
| | - Natasha Arora
- Zurich Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland
| | | | | | - R Allyn Forsyth
- GeneticPrime Dx, Inc., La Jolla, CA, United States.,Department of Biology, San Diego State University, San Diego, CA, United States
| | - David Šmajs
- Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czechia
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7
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Goux HJ, Chavan D, Crum M, Kourentzi K, Willson RC. Akkermansia muciniphila as a Model Case for the Development of an Improved Quantitative RPA Microbiome Assay. Front Cell Infect Microbiol 2018; 8:237. [PMID: 30050871 PMCID: PMC6052657 DOI: 10.3389/fcimb.2018.00237] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Accepted: 06/20/2018] [Indexed: 01/03/2023] Open
Abstract
Changes in the population levels of specific bacterial species within the gut microbiome have been linked to a variety of illnesses. Most assays that determine the relative abundance of specific taxa are based on amplification and sequencing of stable phylogenetic gene regions. Such lab-based analysis requires pre-analytical sample preservation and storage that have been shown to introduce biases in the characterization of microbial profiles. Recombinase polymerase amplification (RPA) is an isothermal nucleic acid amplification method that employs commercially available, easy-to-use freeze-dried enzyme pellets that can be used to analyze specimens rapidly in the field or clinic, using a portable fluorometer. Immediate analysis of diverse bacterial communities can lead to a more accurate quantification of relative bacterial abundance. In this study, we discovered that universal bacterial 16S ribosomal DNA primers give false-positive signals in RPA analysis because manufacturing host Escherichia coli DNA is present in the RPA reagents. The manufacturer of RPA reagents advises against developing an RPA assay that detects the presence of E. coli due to the presence of contaminating E. coli DNA in the reaction buffer (www.twistdx.co.uk/). We, therefore, explored four strategies to deplete or fragment extraneous DNA in RPA reagents while preserving enzyme activity: metal-chelate affinity chromatography, sonication, DNA cleavage using methylation-dependent restriction endonucleases, and DNA depletion using anti-DNA antibodies. Removing DNA with anti-DNA antibodies enabled the development of a quantitative RPA microbiome assay capable of determining the relative abundance of the physiologically-important bacterium Akkermansia muciniphila in human feces.
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Affiliation(s)
- Heather J Goux
- Department of Biology and Biochemistry, University of Houston, Houston, TX, United States
| | - Dimple Chavan
- Department of Biology and Biochemistry, University of Houston, Houston, TX, United States
| | - Mary Crum
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, TX, United States
| | - Katerina Kourentzi
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, TX, United States
| | - Richard C Willson
- Department of Biology and Biochemistry, University of Houston, Houston, TX, United States.,Department of Chemical and Biomolecular Engineering, University of Houston, Houston, TX, United States.,Tecnológico de Monterrey-ITESM Campus Monterrey, Monterrey, Mexico
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8
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King P, Pham LK, Waltz S, Sphar D, Yamamoto RT, Conrad D, Taplitz R, Torriani F, Forsyth RA. Longitudinal Metagenomic Analysis of Hospital Air Identifies Clinically Relevant Microbes. PLoS One 2016; 11:e0160124. [PMID: 27482891 PMCID: PMC4970769 DOI: 10.1371/journal.pone.0160124] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Accepted: 06/05/2016] [Indexed: 12/15/2022] Open
Abstract
We describe the sampling of sixty-three uncultured hospital air samples collected over a six-month period and analysis using shotgun metagenomic sequencing. Our primary goals were to determine the longitudinal metagenomic variability of this environment, identify and characterize genomes of potential pathogens and determine whether they are atypical to the hospital airborne metagenome. Air samples were collected from eight locations which included patient wards, the main lobby and outside. The resulting DNA libraries produced 972 million sequences representing 51 gigabases. Hierarchical clustering of samples by the most abundant 50 microbial orders generated three major nodes which primarily clustered by type of location. Because the indoor locations were longitudinally consistent, episodic relative increases in microbial genomic signatures related to the opportunistic pathogens Aspergillus, Penicillium and Stenotrophomonas were identified as outliers at specific locations. Further analysis of microbial reads specific for Stenotrophomonas maltophilia indicated homology to a sequenced multi-drug resistant clinical strain and we observed broad sequence coverage of resistance genes. We demonstrate that a shotgun metagenomic sequencing approach can be used to characterize the resistance determinants of pathogen genomes that are uncharacteristic for an otherwise consistent hospital air microbial metagenomic profile.
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Affiliation(s)
- Paula King
- FLIR Systems, Inc., La Jolla, California, United States of America
- Singlera Genomics, Inc., La Jolla, California, United States of America
| | - Long K. Pham
- FLIR Systems, Inc., La Jolla, California, United States of America
| | - Shannon Waltz
- FLIR Systems, Inc., La Jolla, California, United States of America
| | - Dan Sphar
- FLIR Systems, Inc., La Jolla, California, United States of America
| | | | - Douglas Conrad
- Department of Medicine, Division of Pulmonary Medicine, UC San Diego Health System, San Diego, California, United States of America
| | - Randy Taplitz
- Department of Medicine, Division of Infectious Diseases and Infection Prevention and Clinical Epidemiology Unit, UC San Diego Health System, San Diego, California, United States of America
| | - Francesca Torriani
- Department of Medicine, Division of Infectious Diseases and Infection Prevention and Clinical Epidemiology Unit, UC San Diego Health System, San Diego, California, United States of America
| | - R. Allyn Forsyth
- FLIR Systems, Inc., La Jolla, California, United States of America
- Singlera Genomics, Inc., La Jolla, California, United States of America
- Department of Biology, San Diego State University, San Diego, California, United States of America
- * E-mail:
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9
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Thoendel M, Jeraldo PR, Greenwood-Quaintance KE, Yao JZ, Chia N, Hanssen AD, Abdel MP, Patel R. Comparison of microbial DNA enrichment tools for metagenomic whole genome sequencing. J Microbiol Methods 2016; 127:141-145. [PMID: 27237775 DOI: 10.1016/j.mimet.2016.05.022] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 05/23/2016] [Accepted: 05/24/2016] [Indexed: 02/07/2023]
Abstract
Metagenomic whole genome sequencing for detection of pathogens in clinical samples is an exciting new area for discovery and clinical testing. A major barrier to this approach is the overwhelming ratio of human to pathogen DNA in samples with low pathogen abundance, which is typical of most clinical specimens. Microbial DNA enrichment methods offer the potential to relieve this limitation by improving this ratio. Two commercially available enrichment kits, the NEBNext Microbiome DNA Enrichment Kit and the Molzym MolYsis Basic kit, were tested for their ability to enrich for microbial DNA from resected arthroplasty component sonicate fluids from prosthetic joint infections or uninfected sonicate fluids spiked with Staphylococcus aureus. Using spiked uninfected sonicate fluid there was a 6-fold enrichment of bacterial DNA with the NEBNext kit and 76-fold enrichment with the MolYsis kit. Metagenomic whole genome sequencing of sonicate fluid revealed 13- to 85-fold enrichment of bacterial DNA using the NEBNext enrichment kit. The MolYsis approach achieved 481- to 9580-fold enrichment, resulting in 7 to 59% of sequencing reads being from the pathogens known to be present in the samples. These results demonstrate the usefulness of these tools when testing clinical samples with low microbial burden using next generation sequencing.
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Affiliation(s)
- Matthew Thoendel
- Division of Infectious Diseases, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Patricio R Jeraldo
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA; Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | | | - Janet Z Yao
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Nicholas Chia
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA; Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Arlen D Hanssen
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Matthew P Abdel
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Robin Patel
- Division of Infectious Diseases, Department of Medicine, Mayo Clinic, Rochester, MN, USA; Division of Clinical Microbiology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
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10
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Liu G, Weston CQ, Pham LK, Waltz S, Barnes H, King P, Sphar D, Yamamoto RT, Forsyth RA. Epigenetic Segregation of Microbial Genomes from Complex Samples Using Restriction Endonucleases HpaII and McrB. PLoS One 2016; 11:e0146064. [PMID: 26727463 PMCID: PMC4699840 DOI: 10.1371/journal.pone.0146064] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 12/11/2015] [Indexed: 01/05/2023] Open
Abstract
We describe continuing work to develop restriction endonucleases as tools to enrich targeted genomes of interest from diverse populations. Two approaches were developed in parallel to segregate genomic DNA based on cytosine methylation. First, the methyl-sensitive endonuclease HpaII was used to bind non-CG methylated DNA. Second, a truncated fragment of McrB was used to bind CpG methylated DNA. Enrichment levels of microbial genomes can exceed 100-fold with HpaII allowing improved genomic detection and coverage of otherwise trace microbial genomes from sputum. Additionally, we observe interesting enrichment results that correlate with the methylation states not only of bacteria, but of fungi, viruses, a protist and plants. The methods presented here offer promise for testing biological samples for pathogens and global analysis of population methylomes.
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MESH Headings
- 5-Methylcytosine/analysis
- CpG Islands/genetics
- DNA Methylation
- DNA Restriction Enzymes/isolation & purification
- DNA Restriction Enzymes/metabolism
- DNA, Bacterial/genetics
- DNA, Bacterial/isolation & purification
- DNA, Fungal/genetics
- DNA, Fungal/isolation & purification
- DNA, Plant/genetics
- DNA, Plant/isolation & purification
- DNA, Protozoan/genetics
- DNA, Protozoan/isolation & purification
- DNA, Viral/genetics
- DNA, Viral/isolation & purification
- Deoxyribonuclease HpaII/isolation & purification
- Deoxyribonuclease HpaII/metabolism
- Escherichia coli Proteins/isolation & purification
- Escherichia coli Proteins/metabolism
- Gene Library
- Genetics, Microbial/methods
- Genomics/methods
- Humans
- Metagenome
- Microbiota/genetics
- Sequence Analysis, DNA
- Sputum/microbiology
- Substrate Specificity
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Affiliation(s)
- Guohong Liu
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
| | - Christopher Q. Weston
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
- Singlera Genomics, Inc., La Jolla, California, 92037, United States of America
| | - Long K. Pham
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
| | - Shannon Waltz
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
- Singlera Genomics, Inc., La Jolla, California, 92037, United States of America
- San Diego State University, San Diego, California, United States of America
| | - Helen Barnes
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
| | - Paula King
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
- Singlera Genomics, Inc., La Jolla, California, 92037, United States of America
| | - Dan Sphar
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
| | - Robert T. Yamamoto
- Zova Systems, LLC, San Diego, California, 92129, United States of America
| | - R. Allyn Forsyth
- FLIR Systems, Inc., La Jolla, California, 92037, United States of America
- Singlera Genomics, Inc., La Jolla, California, 92037, United States of America
- San Diego State University, San Diego, California, United States of America
- * E-mail:
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