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Moragues-Solanas L, Le-Viet T, McSorley E, Halford C, Lockhart DS, Aydin A, Kay GL, Elumogo N, Mullen W, O'Grady J, Gilmour MW. Development and proof-of-concept demonstration of a clinical metagenomics method for the rapid detection of bloodstream infection. BMC Med Genomics 2024; 17:71. [PMID: 38443925 PMCID: PMC10916079 DOI: 10.1186/s12920-024-01835-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 02/13/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND The timely and accurate diagnosis of bloodstream infection (BSI) is critical for patient management. With longstanding challenges for routine blood culture, metagenomics is a promising approach to rapidly provide sequence-based detection and characterisation of bloodborne bacteria. Long-read sequencing technologies have successfully supported the use of clinical metagenomics for syndromes such as respiratory illness, and modified approaches may address two requisite factors for metagenomics to be used as a BSI diagnostic: depletion of the high level of host DNA to then detect the low abundance of microbes in blood. METHODS Blood samples from healthy donors were spiked with different concentrations of four prevalent causative species of BSI. All samples were then subjected to a modified saponin-based host DNA depletion protocol and optimised DNA extraction, whole genome amplification and debranching steps in preparation for sequencing, followed by bioinformatical analyses. Two related variants of the protocol are presented: 1mL of blood processed without bacterial enrichment, and 5mL of blood processed following a rapid bacterial enrichment protocol-SepsiPURE. RESULTS After first identifying that a large proportion of host mitochondrial DNA remained, the host depletion process was optimised by increasing saponin concentration to 3% and scaling the reaction to allow more sample volume. Compared to non-depleted controls, the 3% saponin-based depletion protocol reduced the presence of host chromosomal and mitochondrial DNA < 106 and < 103 fold respectively. When the modified depletion method was further combined with a rapid bacterial enrichment method (SepsiPURE; with 5mL blood samples) the depletion of mitochondrial DNA improved by a further > 10X while also increasing detectable bacteria by > 10X. Parameters during DNA extraction, whole genome amplification and long-read sequencing were also adjusted, and subsequently amplicons were detected for each input bacterial species at each of the spiked concentrations, ranging from 50-100 colony forming units (CFU)/mL to 1-5 CFU/mL. CONCLUSION In this proof-of-concept study, four prevalent BSI causative species were detected in under 12 h to species level (with antimicrobial resistance determinants) at concentrations relevant to clinical blood samples. The use of a rapid and precise metagenomic protocols has the potential to advance the diagnosis of BSI.
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Affiliation(s)
- Lluis Moragues-Solanas
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- University of East Anglia, Norwich, Norfolk, UK
| | - Thanh Le-Viet
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
| | - Elinor McSorley
- Momentum Bioscience Ltd, Blenheim Office Park, Witney, Oxfordshire, UK
| | - Carl Halford
- University of East Anglia, Norwich, Norfolk, UK
- Defence Science and Technology Laboratory, Porton Down, Salisbury, Wiltshire, UK
| | - Daniel S Lockhart
- Momentum Bioscience Ltd, Blenheim Office Park, Witney, Oxfordshire, UK
| | - Alp Aydin
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- Oxford Nanopore Technologies Plc, Quadram Institute Bioscience, Norwich, UK
| | - Gemma L Kay
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- Oxford Nanopore Technologies Plc, Quadram Institute Bioscience, Norwich, UK
| | - Ngozi Elumogo
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- Norfolk and Norwich University Hospital, Colney Lane, Norwich, UK
| | - William Mullen
- Momentum Bioscience Ltd, Blenheim Office Park, Witney, Oxfordshire, UK
| | - Justin O'Grady
- University of East Anglia, Norwich, Norfolk, UK
- Oxford Nanopore Technologies Plc, Quadram Institute Bioscience, Norwich, UK
| | - Matthew W Gilmour
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK.
- University of East Anglia, Norwich, Norfolk, UK.
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Dimitriu MA, Lazar-Contes I, Roszkowski M, Mansuy IM. Single-Cell Multiomics Techniques: From Conception to Applications. Front Cell Dev Biol 2022; 10:854317. [PMID: 35386194 PMCID: PMC8979110 DOI: 10.3389/fcell.2022.854317] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 02/14/2022] [Indexed: 01/16/2023] Open
Abstract
Recent advances in methods for single-cell analyses and barcoding strategies have led to considerable progress in research. The development of multiplexed assays offers the possibility to conduct parallel analyses of multiple factors and processes for comprehensive characterization of cellular and molecular states in health and disease. These technologies have expanded extremely rapidly in the past years and constantly evolve and provide better specificity, precision and resolution. This review summarizes recent progress in single-cell multiomics approaches, and focuses, in particular, on the most innovative techniques that integrate genome, epigenome and transcriptome profiling. It describes the methodologies, discusses their advantages and limitations, and explains how they have been applied to studies on cell heterogeneity and differentiation, and epigenetic reprogramming.
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Affiliation(s)
- Maria A Dimitriu
- Laboratory of Neuroepigenetics, Brain Research Institute, University of Zurich and Institute for Neuroscience, ETH Zurich, Zurich, Switzerland
| | - Irina Lazar-Contes
- Laboratory of Neuroepigenetics, Brain Research Institute, University of Zurich and Institute for Neuroscience, ETH Zurich, Zurich, Switzerland
| | - Martin Roszkowski
- Laboratory of Neuroepigenetics, Brain Research Institute, University of Zurich and Institute for Neuroscience, ETH Zurich, Zurich, Switzerland
| | - Isabelle M Mansuy
- Laboratory of Neuroepigenetics, Brain Research Institute, University of Zurich and Institute for Neuroscience, ETH Zurich, Zurich, Switzerland
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Zhou Y, Jia E, Qiao Y, Shi H, Liu Z, Pan M, Zhao X, Bai Y, Ge Q. Low bias multiple displacement amplification with confinement effect based on agarose gel. Anal Bioanal Chem 2021; 413:4397-4405. [PMID: 34050387 DOI: 10.1007/s00216-021-03415-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/10/2021] [Accepted: 05/18/2021] [Indexed: 11/24/2022]
Abstract
Multiple displacement amplification (MDA) is a popular single-cell whole-genome amplification (WGA) technique that can greatly improve the amplification efficiency of single-cell genomes. However, there is an inherent problem that cannot be completely solved, that is, the amplification bias. We here propose an improved MDA method based on low melting agarose gel, named gelMDA. Firstly, the agarose gel and solution were characterized with SEM and fluorescent reagent. Then, we used gelMDA for cDNA amplification in library preparation of RNA-seq, and conventional MDA was used as a comparison. The sensitivity, efficiency of gelMDA, and amplification bias were evaluated with fluorescence curve, product yield, and the sequencing results. Finally, gelMDA was used for single-cell transcriptome sequencing. The results showed that the sensitivity and product yield of gelMDA were significantly higher than those of conventional MDA. A lower coefficient of variation (CV) and a higher reproducibility were obtained from gelMDA sequencing results. A region of 30 μm in diameter was amplified from the tissue sections and successfully sequenced. In conclusion, gelMDA obtained higher amplification efficiency and lower amplification bias in the present study. It suggested the great potential in single-cell RNA amplification and sequencing.
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Affiliation(s)
- Ying Zhou
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Erteng Jia
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Yi Qiao
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Huajuan Shi
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Zhiyu Liu
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Min Pan
- School of Medicine, Southeast University, Nanjing, 210097, Jiangsu, China
| | - Xiangwei Zhao
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Yunfei Bai
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Qinyu Ge
- State Key Laboratory of Bioelectronics, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, Jiangsu, China.
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4
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The mechanism and improvements to the isothermal amplification of nucleic acids, at a glance. Anal Biochem 2021; 631:114260. [PMID: 34023274 DOI: 10.1016/j.ab.2021.114260] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 05/15/2021] [Accepted: 05/18/2021] [Indexed: 01/08/2023]
Abstract
A comparative review of the most common isothermal methods is provided. In the last two decades, the challenge of using isothermal amplification systems as an alternate to the most extensive and long-standing nucleic acids-amplifying method-the polymerase chain reaction-has arisen. The main advantage of isothermal amplification is no requirement for expensive laboratory equipment for thermal cycling. Considerable efforts have been made to improve the current techniques of nucleic acid amplification and the development of new approaches based on the main drawbacks of each method. The most important and challenging goal was to achieve a low-cost, straightforward system that is rapid, specific, accurate, and sensitive.
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Long N, Qiao Y, Xu Z, Tu J, Lu Z. Recent advances and application in whole-genome multiple displacement amplification. QUANTITATIVE BIOLOGY 2020. [DOI: 10.1007/s40484-020-0217-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Zhu Q, Fang T, Zhou Y, Yang Y, Cao Y, Wang Q, Huang Y, Hu Y, Chen X, Wang Y, Zhang J. Effect of phi29 polymerase-based multiple strand displacement whole genome amplification on the proportion in DNA mixtures. FORENSIC SCIENCE INTERNATIONAL GENETICS SUPPLEMENT SERIES 2019. [DOI: 10.1016/j.fsigss.2019.10.197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Cyclic Olefin Copolymer Microfluidic Devices for Forensic Applications. BIOSENSORS-BASEL 2019; 9:bios9030085. [PMID: 31277382 PMCID: PMC6784357 DOI: 10.3390/bios9030085] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 06/28/2019] [Accepted: 07/03/2019] [Indexed: 01/16/2023]
Abstract
Microfluidic devices offer important benefits for forensic applications, in particular for fast tests at a crime scene. A large portion of forensic applications require microfluidic chip material to show compatibility with biochemical reactions (such as amplification reactions), and to have high transparency in the visible region and high chemical resistance. Also, preferably, manufacturing should be simple. The characteristic properties of cyclic olefin copolymer (COC) fulfills these requirements and offers new opportunities for the development of new forensic tests. In this work, the versatility of COC as material for lab-on-a-chip (LOC) systems in forensic applications has been explored by realizing two proof-of-principle devices. Chemical resistance and optical transparency were investigated for the development of an on-chip presumptive color test to indicate the presence of an illicit substance through applying absorption spectroscopy. Furthermore, the compatibility of COC with a DNA amplification reaction was verified by performing an on-chip multiple displacement amplification (MDA) reaction.
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Molecular crowding improves bead-based padlock rolling circle amplification. Anal Biochem 2017; 519:15-18. [DOI: 10.1016/j.ab.2016.12.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2016] [Revised: 12/01/2016] [Accepted: 12/05/2016] [Indexed: 11/21/2022]
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Microfluidic Devices for Forensic DNA Analysis: A Review. BIOSENSORS-BASEL 2016; 6:bios6030041. [PMID: 27527231 PMCID: PMC5039660 DOI: 10.3390/bios6030041] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 07/07/2016] [Accepted: 07/25/2016] [Indexed: 12/16/2022]
Abstract
Microfluidic devices may offer various advantages for forensic DNA analysis, such as reduced risk of contamination, shorter analysis time and direct application at the crime scene. Microfluidic chip technology has already proven to be functional and effective within medical applications, such as for point-of-care use. In the forensic field, one may expect microfluidic technology to become particularly relevant for the analysis of biological traces containing human DNA. This would require a number of consecutive steps, including sample work up, DNA amplification and detection, as well as secure storage of the sample. This article provides an extensive overview of microfluidic devices for cell lysis, DNA extraction and purification, DNA amplification and detection and analysis techniques for DNA. Topics to be discussed are polymerase chain reaction (PCR) on-chip, digital PCR (dPCR), isothermal amplification on-chip, chip materials, integrated devices and commercially available techniques. A critical overview of the opportunities and challenges of the use of chips is discussed, and developments made in forensic DNA analysis over the past 10–20 years with microfluidic systems are described. Areas in which further research is needed are indicated in a future outlook.
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Tang L, Zhao CY, Wang XH, Li RS, Yang JR, Huang YP, Liu ZS. Macromolecular crowding of molecular imprinting: A facile pathway to produce drug delivery devices for zero-order sustained release. Int J Pharm 2015; 496:822-33. [DOI: 10.1016/j.ijpharm.2015.10.031] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 10/05/2015] [Accepted: 10/08/2015] [Indexed: 11/30/2022]
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Monodisperse Picoliter Droplets for Low-Bias and Contamination-Free Reactions in Single-Cell Whole Genome Amplification. PLoS One 2015; 10:e0138733. [PMID: 26389587 PMCID: PMC4577099 DOI: 10.1371/journal.pone.0138733] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 09/02/2015] [Indexed: 12/30/2022] Open
Abstract
Whole genome amplification (WGA) is essential for obtaining genome sequences from single bacterial cells because the quantity of template DNA contained in a single cell is very low. Multiple displacement amplification (MDA), using Phi29 DNA polymerase and random primers, is the most widely used method for single-cell WGA. However, single-cell MDA usually results in uneven genome coverage because of amplification bias, background amplification of contaminating DNA, and formation of chimeras by linking of non-contiguous chromosomal regions. Here, we present a novel MDA method, termed droplet MDA, that minimizes amplification bias and amplification of contaminants by using picoliter-sized droplets for compartmentalized WGA reactions. Extracted DNA fragments from a lysed cell in MDA mixture are divided into 105 droplets (67 pL) within minutes via flow through simple microfluidic channels. Compartmentalized genome fragments can be individually amplified in these droplets without the risk of encounter with reagent-borne or environmental contaminants. Following quality assessment of WGA products from single Escherichia coli cells, we showed that droplet MDA minimized unexpected amplification and improved the percentage of genome recovery from 59% to 89%. Our results demonstrate that microfluidic-generated droplets show potential as an efficient tool for effective amplification of low-input DNA for single-cell genomics and greatly reduce the cost and labor investment required for determination of nearly complete genome sequences of uncultured bacteria from environmental samples.
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12
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Clingenpeel S, Clum A, Schwientek P, Rinke C, Woyke T. Reconstructing each cell's genome within complex microbial communities-dream or reality? Front Microbiol 2015; 5:771. [PMID: 25620966 PMCID: PMC4287102 DOI: 10.3389/fmicb.2014.00771] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 12/17/2014] [Indexed: 11/24/2022] Open
Abstract
As the vast majority of microorganisms have yet to be cultivated in a laboratory setting, access to their genetic makeup has largely been limited to cultivation-independent methods. These methods, namely metagenomics and more recently single-cell genomics, have become cornerstones for microbial ecology and environmental microbiology. One ultimate goal is the recovery of genome sequences from each cell within an environment to move toward a better understanding of community metabolic potential and to provide substrate for experimental work. As single-cell sequencing has the ability to decipher all sequence information contained in an individual cell, this method holds great promise in tackling such challenge. Methodological limitations and inherent biases however do exist, which will be discussed here based on environmental and benchmark data, to assess how far we are from reaching this goal.
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Affiliation(s)
| | - Alicia Clum
- DOE Joint Genome Institute Walnut Creek, CA, USA
| | | | | | - Tanja Woyke
- DOE Joint Genome Institute Walnut Creek, CA, USA
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13
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Li J, Gu L, Aach J, Church GM. Improved cell-free RNA and protein synthesis system. PLoS One 2014; 9:e106232. [PMID: 25180701 PMCID: PMC4152126 DOI: 10.1371/journal.pone.0106232] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Accepted: 08/04/2014] [Indexed: 12/13/2022] Open
Abstract
Cell-free RNA and protein synthesis (CFPS) is becoming increasingly used for protein production as yields increase and costs decrease. Advances in reconstituted CFPS systems such as the Protein synthesis Using Recombinant Elements (PURE) system offer new opportunities to tailor the reactions for specialized applications including in vitro protein evolution, protein microarrays, isotopic labeling, and incorporating unnatural amino acids. In this study, using firefly luciferase synthesis as a reporter system, we improved PURE system productivity up to 5 fold by adding or adjusting a variety of factors that affect transcription and translation, including Elongation factors (EF-Ts, EF-Tu, EF-G, and EF4), ribosome recycling factor (RRF), release factors (RF1, RF2, RF3), chaperones (GroEL/ES), BSA and tRNAs. The work provides a more efficient defined in vitro transcription and translation system and a deeper understanding of the factors that limit the whole system efficiency.
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Affiliation(s)
- Jun Li
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Liangcai Gu
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - John Aach
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - George M. Church
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
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Marshall PL, King JL, Budowle B. Utility of amplification enhancers in low copy number DNA analysis. Int J Legal Med 2014; 129:43-52. [PMID: 24848516 DOI: 10.1007/s00414-014-1021-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Accepted: 05/05/2014] [Indexed: 11/26/2022]
Abstract
One parameter that impacts the robustness and reliability of forensic DNA analyses is the amount of template DNA used in the polymerase chain reaction (PCR). With short tandem repeat (STR) typing, low copy number (LCN) DNA samples can present exaggerated stochastic effects during the PCR that result in heterozygote peak height imbalance, allele drop out, and increased stutter. Despite these effects, there has been little progress toward decreasing the formation of stutter products and heterozygote peak imbalance effects during PCR. In an attempt to develop a more robust system that is less refractory to stochastic effects, the PCR additives, betaine, DMSO, PEG, and PCRboost®, were investigated on low-quantity DNA samples. The effects of the additives were assessed by evaluating STR typing results. Of the four additives, the only positive effects were observed with betaine treatment. Betaine, at a final concentration of 1.25 mol/L, was found to improve the robustness of the amplification, specifically by decreasing stutter in a dual locus system. In contrast, the addition of 1.25 mol/L betaine to commercial STR amplification kits did not affect stutter ratios. However, the addition of betaine did lead to increased yield of PCR products in all commercial kits tested. The results support that betaine can improve amplification efficiency of LCN DNA samples.
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Affiliation(s)
- Pamela L Marshall
- Institute of Applied Genetics, Department of Forensic and Investigative Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd, Fort Worth, TX, 76107, USA,
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Isolation of a thioesterase gene from the metagenome of a mountain peak, Apharwat, in the northwestern Himalayas. 3 Biotech 2013; 3:19-27. [PMID: 28324349 PMCID: PMC3563745 DOI: 10.1007/s13205-012-0065-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2012] [Accepted: 04/18/2012] [Indexed: 11/13/2022] Open
Abstract
The soil metagenome of Apharwat (latitude 34.209° and longitude 74.368°) was explored for the presence of esterase encoding genes using a cultivation-independent approach, metagenomics. Among the various protocols tested, the method developed by Wechter was found to be the best for metagenome isolation from the soil under investigation. The purity of the isolated metagenomic DNA was not suitable for gene cloning. To improve the yield and purity of isolated metagenomic DNA, isothermal amplification of the isolated metagenomic DNA using phi (φ) polymerase in a strand displacement technique was performed. The amplified DNA was comparatively pure and the yield increased 50-fold. A metagenomic library was constructed in Escherichia coli (DH5α) using pUC19 as a vector with an average insert size ranging between 2 and 5 kb. Out of 10,000 clones generated, one clone carrying a ~1,870-bp insert hydrolysed tributyrin, indicating esterase activity. Sequence analysis revealed that the insert harboured three open reading frames (ORFs), of which ORF 3 encoded the esterase. Open reading frame 3 comprises 1,178 bp and encodes a putative 392 amino acid protein whose size correlates with most of the bacterial esterases. The esterase isolated in the present study is suggested to be a 4-methyl-3-oxoadipyl-CoA thioesterase (Accession No. JN717164.1), as it shows 60 % sequence similarity to the thioesterase gene of Pseudomonas reinekei (Accession No. ACZ63623.1) by BLAST, ClustalX and ClustalW analysis.
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Kamke J, Bayer K, Woyke T, Hentschel U. Exploring symbioses by single-cell genomics. THE BIOLOGICAL BULLETIN 2012; 223:30-43. [PMID: 22983031 DOI: 10.1086/bblv223n1p30] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Single-cell genomics has advanced the field of microbiology from the analysis of microbial metagenomes where information is "drowning in a sea of sequences," to recognizing each microbial cell as a separate and unique entity. Single-cell genomics employs Phi29 polymerase-mediated whole-genome amplification to yield microgram-range genomic DNA from single microbial cells. This method has now been applied to a handful of symbiotic systems, including bacterial symbionts of marine sponges, insects (grasshoppers, termites), and vertebrates (mouse, human). In each case, novel insights were obtained into the functional genomic repertoire of the bacterial partner, which, in turn, led to an improved understanding of the corresponding host. Single-cell genomics is particularly valuable when dealing with uncultivated microorganisms, as is still the case for many bacterial symbionts. In this review, we explore the power of single-cell genomics for symbiosis research and highlight recent insights into the symbiotic systems that were obtained by this approach.
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Affiliation(s)
- Janine Kamke
- Julius-von-Sachs Institute for Biological Sciences, University of Würzburg, Julius-von-Sachs Platz 3, 97082 Würzburg, Germany
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Evaluation of circular DNA substrates for whole genome amplification prior to forensic analysis. Forensic Sci Int Genet 2012; 6:185-90. [DOI: 10.1016/j.fsigen.2011.04.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2010] [Revised: 03/03/2011] [Accepted: 04/04/2011] [Indexed: 01/05/2023]
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Ge X, Luo D, Xu J. Cell-free protein expression under macromolecular crowding conditions. PLoS One 2011; 6:e28707. [PMID: 22174874 PMCID: PMC3234285 DOI: 10.1371/journal.pone.0028707] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2011] [Accepted: 11/14/2011] [Indexed: 01/29/2023] Open
Abstract
Background Cell-free protein expression (CFPE) comprised of in vitro transcription and translation is currently manipulated in relatively dilute solutions, in which the macromolecular crowding effects present in living cells are largely ignored. This may not only affect the efficiency of protein synthesis in vitro, but also limit our understanding of the functions and interactions of biomolecules involved in this fundamental biological process. Methodology/Principal Findings Using cell-free synthesis of Renilla luciferase in wheat germ extract as a model system, we investigated the CFPE under macromolecular crowding environments emulated with three different crowding agents: PEG-8000, Ficoll-70 and Ficoll-400, which vary in chemical properties and molecular size. We found that transcription was substantially enhanced in the macromolecular crowding solutions; up to 4-fold increase in the mRNA production was detected in the presence of 20% (w/v) of Ficoll-70. In contrast, translation was generally inhibited by the addition of each of the three crowding agents. This might be due to PEG-induced protein precipitation and non-specific binding of translation factors to Ficoll molecules. We further explored a two-stage CFPE in which transcription and translation was carried out under high then low macromolecular crowding conditions, respectively. It produced 2.2-fold higher protein yield than the coupled CFPE control. The macromolecular crowding effects on CFPE were subsequently confirmed by cell-free synthesis of an approximately two-fold larger protein, Firefly luciferase, under macromolecular crowding environments. Conclusions/Significance Three macromolecular crowding agents used in this research had opposite effects on transcription and translation. The results of this study should aid researchers in their choice of macromolecular crowding agents and shows that two-stage CFPE is more efficient than coupled CFPE.
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Affiliation(s)
- Xumeng Ge
- Arkansas Biosciences Institute and College of Agriculture and Technology, Arkansas State University, Jonesboro, Arkansas, United States of America
| | - Dan Luo
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, New York, United States of America
| | - Jianfeng Xu
- Arkansas Biosciences Institute and College of Agriculture and Technology, Arkansas State University, Jonesboro, Arkansas, United States of America
- * E-mail:
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Yilmaz S, Singh AK. Single cell genome sequencing. Curr Opin Biotechnol 2011; 23:437-43. [PMID: 22154471 DOI: 10.1016/j.copbio.2011.11.018] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2011] [Accepted: 11/11/2011] [Indexed: 11/29/2022]
Abstract
Whole genome amplification and next-generation sequencing of single cells have become a powerful approach for studying uncultivated microorganisms that represent 90-99% of all environmental microbes. Single cell sequencing enables not only the identification of microbes but also linking of functions to species, a feat not achievable by metagenomic techniques. Moreover, it allows the analysis of low abundance species that may be missed in community-based analyses. It has also proved very useful in complementing metagenomics in the assembly and binning of single genomes. With the advent of drastically cheaper and higher throughput sequencing technologies, it is expected that single cell sequencing will become a standard tool in studying the genome and transcriptome of microbial communities.
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Affiliation(s)
- Suzan Yilmaz
- Department of Bioengineering and Biotechnology, Sandia National Laboratory, Livermore, CA 94551, United States
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Weiler NEC, Matai AS, Sijen T. Extended PCR conditions to reduce drop-out frequencies in low template STR typing including unequal mixtures. Forensic Sci Int Genet 2011; 6:102-7. [PMID: 21454145 DOI: 10.1016/j.fsigen.2011.03.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2010] [Revised: 02/08/2011] [Accepted: 03/04/2011] [Indexed: 11/17/2022]
Abstract
Forensic laboratories employ various approaches to obtain short tandem repeat (STR) profiles from minimal traces (<100 pg DNA input). Most approaches aim to sensitize DNA profiling by increasing the amplification level by a higher cycle number or enlarging the amount of PCR products analyzed during capillary electrophoresis. These methods have limitations when unequal mixtures are genotyped, since the major component will be over-amplified or over-loaded. This study explores an alternative strategy for improved detection of the minor components in low template (LT) DNA typing that may be better suited for the detection of the minor component in mixtures. The strategy increases the PCR amplification efficiency by extending the primer annealing time several folds. When the AmpFℓSTR(®) Identifiler(®) amplification parameters are changed to an annealing time of 20 min during all 28 cycles, the drop-out frequency is reduced for both pristine DNA and single or multiple donor mock case work samples. In addition, increased peak heights and slightly more drop-ins are observed while the heterozygous peak balance remains similar as with the conventional Identifiler protocol. By this extended protocol, full DNA profiles were obtained from only 12 sperm heads (which corresponds to 36 pg of DNA) that were collected by laser micro dissection. Notwithstanding the improved detection, allele drop-outs do persist, albeit in lower frequencies. Thus a LT interpretation strategy such as deducing consensus profiles from multiple independent amplifications is appropriate. The use of extended PCR conditions represents a general approach to improve detection of unequal mixtures as shown using four commercially available kits (AmpFℓSTR(®) Identifiler, SEfiler Plus, NGM and Yfiler). The extended PCR protocol seems to amplify more of the molecules in LT samples during PCR, which results in a lower drop-out frequency.
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Affiliation(s)
- Natalie E C Weiler
- Netherlands Forensic Institute, Laan van Ypenburg 6, The Hague 2497GB, The Netherlands
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van Oorschot RAH, Ballantyne KN, Mitchell RJ. Forensic trace DNA: a review. INVESTIGATIVE GENETICS 2010; 1:14. [PMID: 21122102 PMCID: PMC3012025 DOI: 10.1186/2041-2223-1-14] [Citation(s) in RCA: 180] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/20/2010] [Accepted: 12/01/2010] [Indexed: 11/10/2022]
Abstract
DNA analysis is frequently used to acquire information from biological material to aid enquiries associated with criminal offences, disaster victim identification and missing persons investigations. As the relevance and value of DNA profiling to forensic investigations has increased, so too has the desire to generate this information from smaller amounts of DNA. Trace DNA samples may be defined as any sample which falls below recommended thresholds at any stage of the analysis, from sample detection through to profile interpretation, and can not be defined by a precise picogram amount. Here we review aspects associated with the collection, DNA extraction, amplification, profiling and interpretation of trace DNA samples. Contamination and transfer issues are also briefly discussed within the context of trace DNA analysis. Whilst several methodological changes have facilitated profiling from trace samples in recent years it is also clear that many opportunities exist for further improvements.
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Affiliation(s)
- Roland AH van Oorschot
- Forensic Services Department, Victoria Police, 31 Forensic Drive, Macleod 3085, Victoria, Australia
| | - Kaye N Ballantyne
- Department of Forensic Molecular Biology, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - R John Mitchell
- Department of Genetics, La Trobe University, Melbourne, Victoria 3086, Australia
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22
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Secondary DNA transfer of biological substances under varying test conditions. Forensic Sci Int Genet 2010; 4:62-7. [DOI: 10.1016/j.fsigen.2009.05.001] [Citation(s) in RCA: 123] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2008] [Revised: 03/16/2009] [Accepted: 05/05/2009] [Indexed: 11/18/2022]
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A procedure for highly specific, sensitive, and unbiased whole-genome amplification. Proc Natl Acad Sci U S A 2008; 105:15499-504. [PMID: 18832167 DOI: 10.1073/pnas.0808028105] [Citation(s) in RCA: 84] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Highly specific amplification of complex DNA pools without bias or template-independent products (TIPs) remains a challenge. We have developed a method using phi29 DNA polymerase and trehalose and optimized control of amplification to create micrograms of specific amplicons without TIPs from down to subfemtograms of DNA. With an input of as little as 0.5-2.5 ng of human gDNA or a few cells, the product could be close to native DNA in locus representation. The amplicons from 5 and 0.5 ng of DNA faithfully demonstrated all previously known heterozygous segmental duplications and deletions (3 Mb to 18 kb) located on chromosome 22 and even a homozygous deletion smaller than 1 kb with high-resolution chromosome-wide comparative genomic hybridization. With 550k Infinium BeadChip SNP typing, the >99.7% accuracy was compared favorably with results on unamplified DNA. Importantly, underrepresentation of chromosome termini that occurred with GenomiPhi v2 was greatly rescued with the present procedure, and the call rate and accuracy of SNP typing were also improved for the amplicons with a 0.5-ng, partially degraded DNA input. In addition, the amplification proceeded logarithmically in terms of total yield before saturation; the intact cells was amplified >50 times more efficiently than an equivalent amount of extracted DNA; and the locus imbalance for amplicons with 0.1 ng or lower input of DNA was variable, whereas for higher input it was largely reproducible. This procedure facilitates genomic analysis with single cells or other traces of DNA, and generates products suitable for analysis by massively parallel sequencing as well as microarray hybridization.
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Croft DT, Jordan RM, Patney HL, Shriver CD, Vernalis MN, Orchard TJ, Ellsworth DL. Performance of whole-genome amplified DNA isolated from serum and plasma on high-density single nucleotide polymorphism arrays. J Mol Diagn 2008; 10:249-57. [PMID: 18403606 DOI: 10.2353/jmoldx.2008.070155] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Defining genetic variation associated with complex human diseases requires standards based on high-quality DNA from well-characterized patients. With the development of robust technologies for whole-genome amplification, sample repositories such as serum banks now represent a potentially valuable source of DNA for both genomic studies and clinical diagnostics. We assessed the performance of whole-genome amplified DNA (wgaDNA) derived from stored serum/plasma on high-density single nucleotide polymorphism arrays. Neither storage time nor usage history affected either DNA extraction or whole-genome amplification yields; however, samples that were thawed and refrozen showed significantly lower call rates (73.9 +/- 7.8%) than samples that were never thawed (92.0 +/- 3.3%) (P < 0.001). Genotype call rates did not differ significantly (P = 0.13) between wgaDNA from never-thawed serum/plasma (92.9 +/- 2.6%) and genomic DNA (97.5 +/- 0.3%) isolated from whole blood. Approximately 400,000 genotypes were consistent between wgaDNA and genomic DNA, but the overall discordance rate of 4.4 +/- 3.8% reflected an average of 11,110 +/- 9502 genotyping errors per sample. No distinct patterns of chromosomal clustering were observed for single nucleotide polymorphisms showing discordant genotypes or homozygote conversion. Because the effects of genotyping errors on whole-genome studies are not well defined, we recommend caution when applying wgaDNA from serum/plasma to high-density single nucleotide polymorphism arrays in addition to the use of stringent quality control requirements for the resulting genotype data.
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Affiliation(s)
- Daniel T Croft
- Clinical Breast Care Project, Windber Research Institute, Windber, PA, USA
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Increasing amplification success of forensic DNA samples using multiple displacement amplification. Forensic Sci Med Pathol 2007; 3:182-7. [DOI: 10.1007/s12024-007-0017-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2007] [Indexed: 10/22/2022]
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26
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Affiliation(s)
- T A Brettell
- Department of Chemical and Physical Sciences, Cedar Crest College, 100 College Drive, Allentown, Pennsylvania 18104-6196, USA
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Ballantyne KN, van Oorschot RAH, Muharam I, van Daal A, John Mitchell R. Decreasing amplification bias associated with multiple displacement amplification and short tandem repeat genotyping. Anal Biochem 2007; 368:222-9. [PMID: 17583668 DOI: 10.1016/j.ab.2007.05.017] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2007] [Revised: 05/07/2007] [Accepted: 05/19/2007] [Indexed: 11/27/2022]
Abstract
Although multiple displacement amplification (MDA) is being used increasingly to amplify genomes, the amplification bias generated by the varphi29 polymerase can be a concern with genotyping applications. It has been noted that the bias is pronounced with small template amounts, particularly with single nucleotide polymorphism (SNP) and short tandem repeat (STR) genotyping. Bias may occur between loci, or between alleles within a locus, and may differ between sample donors at the same loci. Previous research has suggested that omitting denaturation of the template prior to amplification can reduce the observed bias significantly. Comparison of the two methods (with and without denaturation) has found that nondenaturation of template reverses the direction of bias observed between allelic pairs following MDA. By combining two MDA reactions, one denatured and one nondenatured, the bias was found to be reduced significantly, aiding copy number analysis and subsequent genotyping.
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Affiliation(s)
- Kaye N Ballantyne
- Biology Division, Victoria Police Forensic Services Department, Macleod, 3085 VIC, Australia.
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Spits C, Le Caignec C, De Rycke M, Van Haute L, Van Steirteghem A, Liebaers I, Sermon K. Whole-genome multiple displacement amplification from single cells. Nat Protoc 2006; 1:1965-70. [PMID: 17487184 DOI: 10.1038/nprot.2006.326] [Citation(s) in RCA: 196] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Multiple displacement amplification (MDA) is a recently described method of whole-genome amplification (WGA) that has proven efficient in the amplification of small amounts of DNA, including DNA from single cells. Compared with PCR-based WGA methods, MDA generates DNA with a higher molecular weight and shows better genome coverage. This protocol was developed for preimplantation genetic diagnosis, and details a method for performing single-cell MDA using the phi29 DNA polymerase. It can also be useful for the amplification of other minute quantities of DNA, such as from forensic material or microdissected tissue. The protocol includes the collection and lysis of single cells, and all materials and steps involved in the MDA reaction. The whole procedure takes 3 h and generates 1-2 microg of DNA from a single cell, which is suitable for multiple downstream applications, such as sequencing, short tandem repeat analysis or array comparative genomic hybridization.
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Affiliation(s)
- Claudia Spits
- Research Centre Reproduction and Genetics, Academisch Ziekenhuis, Vrije Universiteit Brussel, Brussels, 1090, Belgium
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