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Wittwer CT, Hemmert AC, Kent JO, Rejali NA. DNA melting analysis. Mol Aspects Med 2024; 97:101268. [PMID: 38489863 DOI: 10.1016/j.mam.2024.101268] [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: 10/31/2023] [Revised: 02/19/2024] [Accepted: 03/11/2024] [Indexed: 03/17/2024]
Abstract
Melting is a fundamental property of DNA that can be monitored by absorbance or fluorescence. PCR conveniently produces enough DNA to be directly monitored on real-time instruments with fluorescently labeled probes or dyes. Dyes monitor the entire PCR product, while probes focus on a specific locus within the amplicon. Advances in amplicon melting include high resolution instruments, saturating DNA dyes that better reveal multiple products, prediction programs for domain melting, barcode taxonomic identification, high speed microfluidic melting, and highly parallel digital melting. Most single base variants and small insertions or deletions can be genotyped by high resolution amplicon melting. High resolution melting also enables heterozygote scanning for any variant within a PCR product. A web application (uMelt, http://www.dna-utah.org) predicts amplicon melting curves with multiple domains, a useful tool for verifying intended products. Additional applications include methylation assessment, copy number determination and verification of sequence identity. When amplicon melting does not provide sufficient detail, unlabeled probes or snapback primers can be used instead of covalently labeled probes. DNA melting is a simple, inexpensive, and powerful tool with many research applications that is beginning to make its mark in clinical diagnostics.
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Affiliation(s)
- Carl T Wittwer
- Department of Pathology, University of Utah, Salt Lake City, UT, USA.
| | | | - Jana O Kent
- Department of Pathology, University of Utah, Salt Lake City, UT, USA
| | - Nick A Rejali
- Department of Pathology, University of Utah, Salt Lake City, UT, USA
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2
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Ortega-Alarcon D, Claveria-Gimeno R, Vega S, Jorge-Torres OC, Esteller M, Abian O, Velazquez-Campoy A. Unexpected thermodynamic signature for the interaction of hydroxymethylated DNA with MeCP2. Int J Biol Macromol 2023; 232:123373. [PMID: 36702223 DOI: 10.1016/j.ijbiomac.2023.123373] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 01/12/2023] [Accepted: 01/13/2023] [Indexed: 01/24/2023]
Abstract
Hydroxymethylated cytosine (5hmC) is a stable DNA epigenetic mark recognized by methyl-CpG binding protein 2 (MeCP2), which acts as a transcriptional regulator and a global chromatin-remodeling element. Because 5hmC triggers a gene regulation response markedly different from that produced by methylated cytosine (5mC), both modifications must affect DNA structure and/or DNA interaction with MeCP2 differently. MeCP2 is a six-domain intrinsically disordered protein (IDP) with two domains responsible for dsDNA binding: methyl-CpG binding domain (MBD) and intervening domain (ID). Here we report the detailed thermodynamic characterization of the interaction of hmCpG-DNA with MeCP2. We find that hmCpG-DNA interacts with MeCP2 in a distinctly different mode with a particular thermodynamic signature, compared to methylated or unmethylated DNA. In addition, we find evidence for Rett syndrome-associated mutations altering the interaction of MeCP2 with dsDNA in a cytosine modification-specific manner which may correlate with disease onset time and clinical severity score.
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Affiliation(s)
- David Ortega-Alarcon
- Institute of Biocomputation and Physics of Complex Systems (BIFI), Joint Units GBsC-CSIC-BIFI and ICVV-CSIC-BIFI, Universidad de Zaragoza, Zaragoza 50018, Spain
| | - Rafael Claveria-Gimeno
- Institute of Biocomputation and Physics of Complex Systems (BIFI), Joint Units GBsC-CSIC-BIFI and ICVV-CSIC-BIFI, Universidad de Zaragoza, Zaragoza 50018, Spain; Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain
| | - Sonia Vega
- Institute of Biocomputation and Physics of Complex Systems (BIFI), Joint Units GBsC-CSIC-BIFI and ICVV-CSIC-BIFI, Universidad de Zaragoza, Zaragoza 50018, Spain
| | - Olga C Jorge-Torres
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, 08916 Barcelona, Spain
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, 08916 Barcelona, Spain; Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain; Institucio Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain; Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), l'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Olga Abian
- Institute of Biocomputation and Physics of Complex Systems (BIFI), Joint Units GBsC-CSIC-BIFI and ICVV-CSIC-BIFI, Universidad de Zaragoza, Zaragoza 50018, Spain; Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain; Centro de Investigación Biomédica en Red en el Área Temática de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain; Departamento de Bioquímica y Biología Molecular y Celular, Universidad de Zaragoza, 50009 Zaragoza, Spain.
| | - Adrian Velazquez-Campoy
- Institute of Biocomputation and Physics of Complex Systems (BIFI), Joint Units GBsC-CSIC-BIFI and ICVV-CSIC-BIFI, Universidad de Zaragoza, Zaragoza 50018, Spain; Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50009 Zaragoza, Spain; Josep Carreras Leukaemia Research Institute (IJC), Badalona, 08916 Barcelona, Spain; Centro de Investigación Biomédica en Red en el Área Temática de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain; Departamento de Bioquímica y Biología Molecular y Celular, Universidad de Zaragoza, 50009 Zaragoza, Spain.
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3
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Kaur S, Pennington T, Conley EJ, Green A, Kolmer J, Anderson J, Gupta R, Gill U. High-Resolution Melting-Based Marker Development for Wheat Leaf Rust Resistance Gene Lr34. PHYTOPATHOLOGY 2023; 113:508-515. [PMID: 36346374 DOI: 10.1094/phyto-08-22-0313-r] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Deploying adult plant resistance (APR) against rust diseases is an important breeding objective of most wheat-breeding programs. The gene Lr34 is an effective and widely deployed broad-spectrum APR gene in wheat against leaf rust fungus Puccinia triticina. Various molecular markers have been developed for Lr34, but they either require post-PCR handling processes or are not economical. Herein, we developed a high-resolution melting (HRM)-based diagnostic assay for Lr34 based on a 3-bp 'TTC' deletion in exon 11 of the resistant allele. The susceptible cultivar Thatcher (Tc) and the near-isogenic Thatcher line (RL6058) with Lr34 yielded distinct melting profiles and were differentiated with high reproducibility. For further validation, all three copies of Lr34 were cloned in plasmid vectors, and HRM analysis using individual and combination (equimolar mixture of three copies) homoeologs yielded distinct melting profiles. An additional layer of genotyping was provided by a LunaProbe assay. The allele-specific probes successfully distinguished the homoeologs but not Tc and RL6058. Furthermore, the practical deployment of the HRM assay was tested by running the marker on a set of breeding lines. When compared with a kompetitive allele-specific PCR (KASP) Lr34 assay, the HRM assay had similar genotyping results and was able to accurately differentiate the resistant and susceptible breeding lines. However, our HRM assay was unable to detect the heterozygote. To our knowledge, this is the first report of an HRM assay for genotyping a wheat rust resistance gene.
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Affiliation(s)
- Shivreet Kaur
- Department of Plant Pathology, North Dakota State University, Fargo, ND 58108
| | - Taylor Pennington
- Department of Plant Pathology, North Dakota State University, Fargo, ND 58108
| | - Emily J Conley
- Department of Agronomy & Plant Genetics, University of Minnesota, St. Paul, MN 55108
| | - Andrew Green
- Department of Plant Sciences, North Dakota State University, Fargo, ND 58108
| | - James Kolmer
- U.S. Department of Agriculture-Agricultural Research Service, Cereal Disease Laboratory, St. Paul, MN 55108
| | - James Anderson
- Department of Agronomy & Plant Genetics, University of Minnesota, St. Paul, MN 55108
| | - Rajeev Gupta
- U.S. Department of Agriculture-Agricultural Research Service, Cereal Crops Research Unit, Edward T. Schafer Agricultural Research Center, Fargo, ND 58102
| | - Upinder Gill
- Department of Plant Pathology, North Dakota State University, Fargo, ND 58108
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Brooker R, Brown LK, George TS, Pakeman RJ, Palmer S, Ramsay L, Schöb C, Schurch N, Wilkinson MJ. Active and adaptive plasticity in a changing climate. TRENDS IN PLANT SCIENCE 2022; 27:717-728. [PMID: 35282996 DOI: 10.1016/j.tplants.2022.02.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 01/24/2022] [Accepted: 02/16/2022] [Indexed: 06/14/2023]
Abstract
Better understanding of the mechanistic basis of plant plasticity will enhance efforts to breed crops resilient to predicted climate change. However, complexity in plasticity's conceptualisation and measurement may hinder fruitful crossover of concepts between disciplines that would enable such advances. We argue active adaptive plasticity is particularly important in shaping the fitness of wild plants, representing the first line of a plant's defence to environmental change. Here, we define how this concept may be applied to crop breeding, suggest appropriate approaches to measure it in crops, and propose a refocussing on active adaptive plasticity to enhance crop resilience. We also discuss how the same concept may have wider utility, such as in ex situ plant conservation and reintroductions.
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Affiliation(s)
- Rob Brooker
- Department of Ecological Sciences, James Hutton Institute, Aberdeen, UK; Department of Ecological Sciences, James Hutton Institute, Dundee, UK.
| | - Lawrie K Brown
- Department of Ecological Sciences, James Hutton Institute, Dundee, UK
| | - Timothy S George
- Department of Ecological Sciences, James Hutton Institute, Dundee, UK
| | - Robin J Pakeman
- Department of Ecological Sciences, James Hutton Institute, Aberdeen, UK
| | - Sarah Palmer
- Institute of Biological, Environmental, and Rural Sciences (IBERS), Aberystwyth University, Plas Gogerddan, Aberystwyth, Ceredigion, UK
| | - Luke Ramsay
- Department of Ecological Sciences, James Hutton Institute, Dundee, UK
| | - Christian Schöb
- Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | | | - Mike J Wilkinson
- Institute of Biological, Environmental, and Rural Sciences (IBERS), Aberystwyth University, Plas Gogerddan, Aberystwyth, Ceredigion, UK
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5
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Plant DNA Methylation Responds to Nutrient Stress. Genes (Basel) 2022; 13:genes13060992. [PMID: 35741754 PMCID: PMC9222553 DOI: 10.3390/genes13060992] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 05/23/2022] [Accepted: 05/30/2022] [Indexed: 12/16/2022] Open
Abstract
Nutrient stress as abiotic stress has become one of the important factors restricting crop yield and quality. DNA methylation is an essential epigenetic modification that can effectively regulate genome stability. Exploring DNA methylation responses to nutrient stress could lay the foundation for improving plant tolerance to nutrient stress. This article summarizes the plant DNA methylation patterns, the effects of nutrient stress, such as nitrogen, phosphorus, iron, zinc and sulfur stress, on plant DNA methylation and research techniques for plant DNA methylation, etc. Our discussion provides insight for further research on epigenetics response to nutrient stress in the future.
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Current Advances in DNA Methylation Analysis Methods. BIOMED RESEARCH INTERNATIONAL 2021; 2021:8827516. [PMID: 33824878 PMCID: PMC8007345 DOI: 10.1155/2021/8827516] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 02/04/2021] [Accepted: 03/01/2021] [Indexed: 12/18/2022]
Abstract
DNA methylation is one of the epigenetic changes, which plays a major role in regulating gene expression and, thus, many biological processes and diseases. There are several methods for determining the methylation of DNA samples. However, selecting the most appropriate method for answering biological questions appears to be a challenging task. The primary methods in DNA methylation focused on identifying the state of methylation of the examined genes and determining the total amount of 5-methyl cytosine. The study of DNA methylation at a large scale of genomic levels became possible following the use of microarray hybridization technology. The new generation of sequencing platforms now allows the preparation of genomic maps of DNA methylation at the single-open level. This review includes the majority of methods available to date, introducing the most widely used methods, the bisulfite treatment, biological identification, and chemical cutting along with their advantages and disadvantages. The techniques are then scrutinized according to their robustness, high throughput capabilities, and cost.
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7
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Wang H, Wang H, Sun Y, Liu X, Liu Y, Wang C, Zhang P, Li Z. A general strategy for highly sensitive analysis of genetic biomarkers at single-base resolution with ligase-based isothermally exponential amplification. Talanta 2020; 212:120754. [DOI: 10.1016/j.talanta.2020.120754] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 01/12/2020] [Accepted: 01/14/2020] [Indexed: 01/17/2023]
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8
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Perrone A, Martinelli F. Plant stress biology in epigenomic era. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 294:110376. [PMID: 32234231 DOI: 10.1016/j.plantsci.2019.110376] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 12/07/2019] [Accepted: 12/10/2019] [Indexed: 05/24/2023]
Abstract
Recent progress in "omics" methodologies allow us to gain insight into the complex molecular regulatory networks underlying plant responses to environmental stresses. Among the different genome-wide analysis, epigenomics is the most under-investigated "omic" approach requiring more critical and speculative discussion about approaches, methods and experimental designs. Epigenomics allows us to gain insight into the molecular adaptation of plants in response to environmental stresses. The identification of epigenetic marks transmitted during filial generations enables new theories to be developed on the evolution of living organisms in relation to environmental changes. The molecular mechanisms driving the capacity of plants to memorize a stress and to generate stress-resistant progenies are still unclear and scarcely investigated. The elucidation of these cryptic molecular switches will assist breeders in designing crops characterized by minimally compromised productivity in relation to stresses caused by climate change. The aim of this review is to briefly describe the most uptodate epigenomic approaches, update recent progresses in crop epigenomics in plant stress biology, and to stimulate the discussion of new epigenomic methods and approaches in the new era of "omic" sciences.
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Affiliation(s)
- Anna Perrone
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Viale delle Scienze, Palermo, 90128, Italy.
| | - Federico Martinelli
- Department of Biology, University of Firenze, Sesto Fiorentino, Florence, 50019, Italy.
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9
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Gruber DR, Toner JJ, Miears HL, Shernyukov AV, Kiryutin AS, Lomzov AA, Endutkin AV, Grin IR, Petrova DV, Kupryushkin MS, Yurkovskaya AV, Johnson EC, Okon M, Bagryanskaya EG, Zharkov DO, Smirnov SL. Oxidative damage to epigenetically methylated sites affects DNA stability, dynamics and enzymatic demethylation. Nucleic Acids Res 2019; 46:10827-10839. [PMID: 30289469 PMCID: PMC6237784 DOI: 10.1093/nar/gky893] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 09/20/2018] [Indexed: 01/20/2023] Open
Abstract
DNA damage can affect various regulatory elements of the genome, with the consequences for DNA structure, dynamics, and interaction with proteins remaining largely unexplored. We used solution NMR spectroscopy, restrained and free molecular dynamics to obtain the structures and investigate dominant motions for a set of DNA duplexes containing CpG sites permuted with combinations of 5-methylcytosine (mC), the primary epigenetic base, and 8-oxoguanine (oxoG), an abundant DNA lesion. Guanine oxidation significantly changed the motion in both hemimethylated and fully methylated DNA, increased base pair breathing, induced BI→BII transition in the backbone 3′ to the oxoG and reduced the variability of shift and tilt helical parameters. UV melting experiments corroborated the NMR and molecular dynamics results, showing significant destabilization of all methylated contexts by oxoG. Notably, some dynamic and thermodynamic effects were not additive in the fully methylated oxidized CpG, indicating that the introduced modifications interact with each other. Finally, we show that the presence of oxoG biases the recognition of methylated CpG dinucleotides by ROS1, a plant enzyme involved in epigenetic DNA demethylation, in favor of the oxidized DNA strand. Thus, the conformational and dynamic effects of spurious DNA oxidation in the regulatory CpG dinucleotide can have far-reaching biological consequences.
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Affiliation(s)
- David R Gruber
- Chemistry Department, Western Washington University, 516 High St., Bellingham, WA 98225-9150, USA
| | - Joanna J Toner
- Chemistry Department, Western Washington University, 516 High St., Bellingham, WA 98225-9150, USA
| | - Heather L Miears
- Chemistry Department, Western Washington University, 516 High St., Bellingham, WA 98225-9150, USA
| | - Andrey V Shernyukov
- N. N. Vorozhtsov Novosibirsk Institute of Organic Chemistry SB RAS, 9 Lavrentieva Ave., Novosibirsk 630090, Russia.,Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia
| | - Alexey S Kiryutin
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia.,SB RAS International Tomography Center, 3a Institutskaya St., Novosibirsk 630090, Russia
| | - Alexander A Lomzov
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia.,SB RAS Institute of Chemical Biology and Fundamental Medicine, 8 Lavrentieva Ave., Novosibirsk 630090, Russia
| | - Anton V Endutkin
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia.,SB RAS Institute of Chemical Biology and Fundamental Medicine, 8 Lavrentieva Ave., Novosibirsk 630090, Russia
| | - Inga R Grin
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia.,SB RAS Institute of Chemical Biology and Fundamental Medicine, 8 Lavrentieva Ave., Novosibirsk 630090, Russia
| | - Darya V Petrova
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia.,SB RAS Institute of Chemical Biology and Fundamental Medicine, 8 Lavrentieva Ave., Novosibirsk 630090, Russia
| | - Maxim S Kupryushkin
- SB RAS Institute of Chemical Biology and Fundamental Medicine, 8 Lavrentieva Ave., Novosibirsk 630090, Russia
| | - Alexandra V Yurkovskaya
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia.,SB RAS International Tomography Center, 3a Institutskaya St., Novosibirsk 630090, Russia
| | | | - Mark Okon
- Department of Biochemistry and Molecular Biology, Department of Chemistry, and Michael Smith Laboratories, University of British Columbia, Vancouver BC, V6T 1Z3, Canada
| | - Elena G Bagryanskaya
- N. N. Vorozhtsov Novosibirsk Institute of Organic Chemistry SB RAS, 9 Lavrentieva Ave., Novosibirsk 630090, Russia.,Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia
| | - Dmitry O Zharkov
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia.,SB RAS Institute of Chemical Biology and Fundamental Medicine, 8 Lavrentieva Ave., Novosibirsk 630090, Russia
| | - Serge L Smirnov
- Chemistry Department, Western Washington University, 516 High St., Bellingham, WA 98225-9150, USA
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Dong J, Xu Q, Li CC, Zhang CY. Single-color multiplexing by the integration of high-resolution melting pattern recognition with loop-mediated isothermal amplification. Chem Commun (Camb) 2019; 55:2457-2460. [PMID: 30734782 DOI: 10.1039/c8cc09741k] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
We develop a single-color multiplexing strategy by the integration of high-resolution melting pattern recognition with loop-mediated isothermal amplification (LAMP). This strategy can identify multiple amplicons with a small DNA melting temperature (Tm) difference (∼0.2 °C) without the involvement of either multicolor labels or parallelized multiplexing, and it can sensitively detect LAMP amplicons with the initial DNA concentrations ranging from 10 to 108 copies.
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Affiliation(s)
- Jing Dong
- School of Food and Biological Engineering, National R&D Center for Goat Dairy Products Processing Technology, Shaanxi University of Science and Technology, Xi'an, 710021, China.
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11
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Hou M, Liang X, Zhang T, Qiu C, Chen J, Liu S, Wang W, Fan X. DNA Melting Analysis with Optofluidic Lasers Based on Fabry-Pérot Microcavity. ACS Sens 2018; 3:1750-1755. [PMID: 30141331 DOI: 10.1021/acssensors.8b00481] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We conduct DNA high-resolution melting (HRM) analysis using optofluidic lasers based on a Fabry-Pérot microcavity. Compared to the fluorescence-based HRM, the laser-based HRM has advantages of higher emission intensity for better signal-to-noise ratio and sharper transition for better temperature resolution. In addition, the melting temperature can be lowered by optimizing the laser conditions such as external pump and cavity Q-factor. In this work, we first theoretically analyze the laser-based HRM. Then experiments are performed on three long DNA sequences as model systems, one being 99 bases and the other two being 130 bases long but with different GC contents. We show that the laser-based HRM is able to distinguish the target and the single-base mismatched DNA as long as 130 bases and with nearly 50% GC content. The dependence of laser threshold on the temperature for each DNA sample is first experimentally investigated and by optimizing the external pump, the melting temperature is reduced by more than 10 °C, compared to the fluorescence-based HRM for long DNA sequences up to 130 bases. Finally, we demonstrate an alternative method of using the laser-based HRM for rapid DNA screening that does not exist for the fluorescence-based HRM, in which laser excitation is scanned at a fixed temperature to distinguish the target and the base-mismatched DNA sequences. It is shown that the 130-bases-long DNA with nearly 50% GC content can have as much as 20% difference in the laser threshold and 40% difference in the laser output slope between the target and the single-base mismatched sequences, despite only 0.5 °C difference in their melting temperature, indicating that the laser-excitation-scanning method can also be suitable for long DNA sequences with higher GC content.
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Affiliation(s)
- Mengdi Hou
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, Taiyuan University of Technology, 79 Yingze Street, Taiyuan 030024, P. R. China
| | - Xiyue Liang
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, Taiyuan University of Technology, 79 Yingze Street, Taiyuan 030024, P. R. China
| | - Tingting Zhang
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, Taiyuan University of Technology, 79 Yingze Street, Taiyuan 030024, P. R. China
| | - Chengyu Qiu
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, Taiyuan University of Technology, 79 Yingze Street, Taiyuan 030024, P. R. China
| | - Jingdong Chen
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, Taiyuan University of Technology, 79 Yingze Street, Taiyuan 030024, P. R. China
| | - Shaoding Liu
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, Taiyuan University of Technology, 79 Yingze Street, Taiyuan 030024, P. R. China
| | - Wenjie Wang
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, Taiyuan University of Technology, 79 Yingze Street, Taiyuan 030024, P. R. China
| | - Xudong Fan
- Department of Biomedical Engineering, University of Michigan, 1101 Beal Avenue, Ann Arbor, Michigan 48109, United States
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12
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Sun Y, Sun Y, Tian W, Liu C, Gao K, Li Z. A novel restriction endonuclease GlaI for rapid and highly sensitive detection of DNA methylation coupled with isothermal exponential amplification reaction. Chem Sci 2017; 9:1344-1351. [PMID: 29675182 PMCID: PMC5887237 DOI: 10.1039/c7sc04975g] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 12/09/2017] [Indexed: 12/22/2022] Open
Abstract
Sensitive and accurate detection of site-specific DNA methylation is of critical significance for early diagnosis of human diseases, especially cancers. Herein, for the first time we employ a novel methylation-dependent restriction endonuclease GlaI to detect site-specific DNA methylation in a highly specific and sensitive way by coupling with isothermal exponential amplification reaction (EXPAR). GlaI can only cut the methylated target site with excellent selectivity but leave the unmethylated DNA intact. Then the newly exposed end fragments of methylated DNA can trigger EXPAR for highly efficient signal amplification while the intact unmethylated DNA will not initiate EXPAR at all. As such, only the methylated DNA is quantitatively and faithfully reflected by the real-time fluorescence signal of the GlaI-EXPAR system, and the potential false positive interference from unmethylated DNA can be effectively eliminated. Therefore, by integrating the unique features of GlaI for highly specific methylation discrimination and EXPAR for rapid and powerful signal amplification, the elegant GlaI-EXPAR assay allows the direct quantification of methylated DNA with ultrahigh sensitivity and accuracy. The detection limit of methylated DNA target has been pushed down to the aM level and the whole detection process of GlaI-EXPAR can be accomplished within a short time of 2 h. More importantly, ultrahigh specificity is achieved and as low as 0.01% methylated DNA can be clearly identified in the presence of a large excess of unmethylated DNA. This GlaI-EXPAR is also demonstrated to be capable of determining site-specific DNA methylations in real genomic DNA samples. Sharing the distinct advantages of ultrahigh sensitivity, outstanding specificity and facile operation, this new GlaI-EXPAR strategy may provide a robust and reliable platform for the detection of site-specific DNA methylations with low abundances.
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Affiliation(s)
- Yueying Sun
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China . ;
| | - Yuanyuan Sun
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China . ;
| | - Weimin Tian
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China . ;
| | - Chenghui Liu
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China . ;
| | - Kejian Gao
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China . ;
| | - Zhengping Li
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China . ;
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Cao W, Bean B, Corey S, Coursey JS, Hasson KC, Inoue H, Isano T, Kanderian S, Lane B, Liang H, Murphy B, Owen G, Shinoda N, Zeng S, Knight IT. Automated Microfluidic Platform for Serial Polymerase Chain Reaction and High-Resolution Melting Analysis. ACTA ACUST UNITED AC 2016; 21:402-11. [DOI: 10.1177/2211068215579015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Indexed: 11/16/2022]
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14
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Simko I. High-Resolution DNA Melting Analysis in Plant Research. TRENDS IN PLANT SCIENCE 2016; 21:528-537. [PMID: 26827247 DOI: 10.1016/j.tplants.2016.01.004] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Revised: 12/05/2015] [Accepted: 01/05/2016] [Indexed: 05/22/2023]
Abstract
Genetic and genomic studies provide valuable insight into the inheritance, structure, organization, and function of genes. The knowledge gained from the analysis of plant genes is beneficial to all aspects of plant research, including crop improvement. New methods and tools are continually being developed to facilitate rapid and accurate mapping, sequencing, and analyzing of genes. Here, I review the recent progress in the application of high-resolution melting (HRM) analysis of DNA, a method that allows detecting polymorphism in double-stranded DNA by comparing profiles of melting curves. Use of HRM has expanded considerably in the past few years as the method was successfully applied for high-throughput genotyping, mapping genes, testing food products and seeds, and other areas of plant research.
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Affiliation(s)
- Ivan Simko
- United States Department of Agriculture, Agricultural Research Service, U.S. Agricultural Research Station, 1636 E. Alisal St, Salinas, CA 93905, USA.
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15
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Yang T, Cheong A, Mai X, Zou S, Woon ECY. A methylation-switchable conformational probe for the sensitive and selective detection of RNA demethylase activity. Chem Commun (Camb) 2016; 52:6181-4. [PMID: 27074833 DOI: 10.1039/c6cc01045h] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
We describe a novel methylation-sensitive nucleic acid (RNA) probe which switches conformation according to its methylation status. When combined with a differential scanning fluorimetry technique, it enables highly sensitive and selective detection of demethylase activity at a single methylated-base level. The approach is highly versatile and may be adapted to a broad range of RNA demethylases.
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Affiliation(s)
- Tianming Yang
- Department of Pharmacy, National University of Singapore, 18 Science Drive 4, 117 543, Singapore.
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16
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Felts SJ, Van Keulen VP, Hansen MJ, Bell MP, Allen K, Belachew AA, Vile RG, Cunningham JM, Hoskin TL, Pankratz VS, Pease LR. Widespread Non-Canonical Epigenetic Modifications in MMTV-NeuT Breast Cancer. Neoplasia 2016; 17:348-57. [PMID: 25925377 PMCID: PMC4415121 DOI: 10.1016/j.neo.2015.02.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Revised: 02/13/2015] [Accepted: 02/27/2015] [Indexed: 11/26/2022] Open
Abstract
Breast tumors in (FVB × BALB-NeuT) F1 mice have characteristic loss of chromosome 4 and sporadic loss or gain of other chromosomes. We employed the Illumina GoldenGate genotyping platform to quantitate loss of heterozygosity (LOH) across the genome of primary tumors, revealing strong biases favoring chromosome 4 alleles from the FVB parent. While allelic bias was not observed on other chromosomes, many tumors showed concerted LOH (C-LOH) of all alleles of one or the other parent on sporadic chromosomes, a pattern consistent with cytogenetic observations. Surprisingly, comparison of LOH in tumor samples relative to normal unaffected tissues from these animals revealed significant variegated (stochastic) deviations from heterozygosity (V-LOH) in every tumor genome. Sequence analysis showed expected changes in the allelic frequency of single nucleotide polymorphisms (SNPs) in cases of C-LOH. However, no evidence of LOH due to mutations, small deletions, or gene conversion at the affected SNPs or surrounding DNA was found at loci with V-LOH. Postulating an epigenetic mechanism contributing to V-LOH, we tested whether methylation of template DNA impacts allele detection efficiency using synthetic oligonucleotide templates in an assay mimicking the GoldenGate genotyping format. Methylated templates were systematically over-scored, suggesting that the observed patterns of V-LOH may represent extensive epigenetic DNA modifications across the tumor genomes. As most of the SNPs queried do not contain standard (CpG) methylation targets, we propose that widespread, non-canonical DNA modifications occur during Her2/neuT-driven tumorigenesis.
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Affiliation(s)
- Sara J Felts
- Department of Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | | | - Michael J Hansen
- Department of Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Michael P Bell
- Department of Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Kathleen Allen
- Department of Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Alem A Belachew
- Department of Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Richard G Vile
- Department of Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA; Department of Molecular Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Julie M Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Tanya L Hoskin
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - V Shane Pankratz
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Larry R Pease
- Department of Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA; Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Rochester, MN, USA.
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17
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Xu C, Wu J, Liu W, Hong T, Wang T, Zhang X, Fu B, Wu F, Wu Z, Zhou X. Detecting 5-methylcytosine using an enzyme-free DNA strand exchange reaction without pretreatment under physiological conditions. Chem Commun (Camb) 2016; 52:6833-6. [DOI: 10.1039/c6cc03138b] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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18
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King GJ. Crop epigenetics and the molecular hardware of genotype × environment interactions. FRONTIERS IN PLANT SCIENCE 2015; 6:968. [PMID: 26594221 PMCID: PMC4635209 DOI: 10.3389/fpls.2015.00968] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 10/22/2015] [Indexed: 05/04/2023]
Abstract
Crop plants encounter thermal environments which fluctuate on a diurnal and seasonal basis. Future climate resilient cultivars will need to respond to thermal profiles reflecting more variable conditions, and harness plasticity that involves regulation of epigenetic processes and complex genomic regulatory networks. Compartmentalization within plant cells insulates the genomic central processing unit within the interphase nucleus. This review addresses the properties of the chromatin hardware in which the genome is embedded, focusing on the biophysical and thermodynamic properties of DNA, histones and nucleosomes. It explores the consequences of thermal and ionic variation on the biophysical behavior of epigenetic marks such as DNA cytosine methylation (5mC), and histone variants such as H2A.Z, and how these contribute to maintenance of chromatin integrity in the nucleus, while enabling specific subsets of genes to be regulated. Information is drawn from theoretical molecular in vitro studies as well as model and crop plants and incorporates recent insights into the role epigenetic processes play in mediating between environmental signals and genomic regulation. A preliminary speculative framework is outlined, based on the evidence of what appears to be a cohesive set of interactions at molecular, biophysical and electrostatic level between the various components contributing to chromatin conformation and dynamics. It proposes that within plant nuclei, general and localized ionic homeostasis plays an important role in maintaining chromatin conformation, whilst maintaining complex genomic regulation that involves specific patterns of epigenetic marks. More generally, reversible changes in DNA methylation appear to be consistent with the ability of nuclear chromatin to manage variation in external ionic and temperature environment. Whilst tentative, this framework provides scope to develop experimental approaches to understand in greater detail the internal environment of plant nuclei. It is hoped that this will generate a deeper understanding of the molecular mechanisms underlying genotype × environment interactions that may be beneficial for long-term improvement of crop performance in less predictable climates.
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Affiliation(s)
- Graham J. King
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
- National Key Laboratory for Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China
- Crops for the Future, Biotechnology and Breeding Systems, Semenyih, Malaysia
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19
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20
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Zamiri B, Mirceta M, Bomsztyk K, Macgregor RB, Pearson CE. Quadruplex formation by both G-rich and C-rich DNA strands of the C9orf72 (GGGGCC)8•(GGCCCC)8 repeat: effect of CpG methylation. Nucleic Acids Res 2015; 43:10055-64. [PMID: 26432832 PMCID: PMC4787773 DOI: 10.1093/nar/gkv1008] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Accepted: 09/22/2015] [Indexed: 12/13/2022] Open
Abstract
Unusual DNA/RNA structures of the C9orf72 repeat may participate in repeat expansions or pathogenesis of amyotrophic lateral sclerosis and frontotemporal dementia. Expanded repeats are CpG methylated with unknown consequences. Typically, quadruplex structures form by G-rich but not complementary C-rich strands. Using CD, UV and electrophoresis, we characterized the structures formed by (GGGGCC)8 and (GGCCCC)8 strands with and without 5-methylcytosine (5mCpG) or 5-hydroxymethylcytosine (5hmCpG) methylation. All strands formed heterogenous mixtures of structures, with features of quadruplexes (at pH 7.5, in K(+), Na(+) or Li(+)), but no feature typical of i-motifs. C-rich strands formed quadruplexes, likely stabilized by G•C•G•C-tetrads and C•C•C•C-tetrads. Unlike G•G•G•G-tetrads, some G•C•G•C-tetrad conformations do not require the N7-Guanine position, hence C9orf72 quadruplexes still formed when N7-deazaGuanine replace all Guanines. 5mCpG and 5hmCpG increased and decreased the thermal stability of these structures. hnRNPK, through band-shift analysis, bound C-rich but not G-rich strands, with a binding preference of unmethylated > 5hmCpG > 5mCpG, where methylated DNA-protein complexes were retained in the wells, distinct from unmethylated complexes. Our findings suggest that for C-rich sequences interspersed with G-residues, one must consider quadruplex formation and that methylation of quadruplexes may affect epigenetic processes.
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Affiliation(s)
- Bita Zamiri
- Graduate Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario M5S 3M2, Canada
| | - Mila Mirceta
- Program of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario M5G 1L7, Canada Program of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A1, Canada
| | - Karol Bomsztyk
- UW Medicine South Lake Union, University of Washington, Seattle WA 98109, USA
| | - Robert B Macgregor
- Graduate Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario M5S 3M2, Canada
| | - Christopher E Pearson
- Program of Genetics & Genome Biology, The Hospital for Sick Children, Toronto, Ontario M5G 1L7, Canada Program of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A1, Canada
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21
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Hoffmann RF, Moshkin YM, Mouton S, Grzeschik NA, Kalicharan RD, Kuipers J, Wolters AHG, Nishida K, Romashchenko AV, Postberg J, Lipps H, Berezikov E, Sibon OCM, Giepmans BNG, Lansdorp PM. Guanine quadruplex structures localize to heterochromatin. Nucleic Acids Res 2015; 44:152-63. [PMID: 26384414 PMCID: PMC4705689 DOI: 10.1093/nar/gkv900] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Accepted: 08/21/2015] [Indexed: 12/27/2022] Open
Abstract
Increasing amounts of data support a role for guanine quadruplex (G4) DNA and RNA structures in various cellular processes. We stained different organisms with monoclonal antibody 1H6 specific for G4 DNA. Strikingly, immuno-electron microscopy showed exquisite specificity for heterochromatin. Polytene chromosomes from Drosophila salivary glands showed bands that co-localized with heterochromatin proteins HP1 and the SNF2 domain-containing protein SUUR. Staining was retained in SUUR knock-out mutants but lost upon overexpression of SUUR. Somatic cells in Macrostomum lignano were strongly labeled, but pluripotent stem cells labeled weakly. Similarly, germline stem cells in Drosophila ovaries were weakly labeled compared to most other cells. The unexpected presence of G4 structures in heterochromatin and the difference in G4 staining between somatic cells and stem cells with germline DNA in ciliates, flatworms, flies and mammals point to a conserved role for G4 structures in nuclear organization and cellular differentiation.
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Affiliation(s)
- Roland F Hoffmann
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Yuri M Moshkin
- Department of Biochemistry, Erasmus University Medical Center, Dr. Molewaterplein 50, NL-3015 GE Rotterdam, The Netherlands
| | - Stijn Mouton
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Nicola A Grzeschik
- Department of Cell Biology, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Ruby D Kalicharan
- Department of Cell Biology, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Jeroen Kuipers
- Department of Cell Biology, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Anouk H G Wolters
- Department of Cell Biology, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Kazuki Nishida
- Faculty of Medicine, Kyoto University, Kyoto 606-8501, Japan
| | - Aleksander V Romashchenko
- Department of Biochemistry, Erasmus University Medical Center, Dr. Molewaterplein 50, NL-3015 GE Rotterdam, The Netherlands Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Jan Postberg
- Helios Medical Centre Wuppertal, Paediatrics Centre, Witten/Herdecke University, Wuppertal, Germany
| | - Hans Lipps
- Institute of Cell Biology, Centre for Biomedical Education and Research, Witten/Herdecke University, Witten, Germany
| | - Eugene Berezikov
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Ody C M Sibon
- Department of Cell Biology, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Ben N G Giepmans
- Department of Cell Biology, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands
| | - Peter M Lansdorp
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Centre Groningen, A. Deusinglaan 1, NL-9713 AV Groningen, The Netherlands Terry Fox Laboratory, British Columbia Cancer Agency and Department of Medicine, University of British Columbia Vancouver, BC, V5Z 1L3, Canada
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22
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Rodríguez López CM, Wilkinson MJ. Epi-fingerprinting and epi-interventions for improved crop production and food quality. FRONTIERS IN PLANT SCIENCE 2015; 6:397. [PMID: 26097484 PMCID: PMC4456566 DOI: 10.3389/fpls.2015.00397] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2015] [Accepted: 05/18/2015] [Indexed: 05/05/2023]
Abstract
Increasing crop production at a time of rapid climate change represents the greatest challenge facing contemporary agricultural research. Our understanding of the genetic control of yield derives from controlled field experiments designed to minimize environmental variance. In spite of these efforts there is substantial residual variability among plants attributable to Genotype × Environment interactions. Recent advances in the field of epigenetics have revealed a plethora of gene control mechanisms that could account for much of this unassigned variation. These systems act as a regulatory interface between the perception of the environment and associated alterations in gene expression. Direct intervention of epigenetic control systems hold the enticing promise of creating new sources of variability that could enhance crop performance. Equally, understanding the relationship between various epigenetic states and responses of the crop to specific aspects of the growing environment (epigenetic fingerprinting) could allow for a more tailored approach to plant agronomy. In this review, we explore the many ways in which epigenetic interventions and epigenetic fingerprinting can be deployed for the improvement of crop production and quality.
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Affiliation(s)
- Carlos M. Rodríguez López
- *Correspondence: Carlos M. Rodríguez López, Plant Research Centre, School of Agriculture, Food and Wine, Faculty of Sciences, University of Adelaide, Waite Campus, PMB1, Glen Osmond, Adelaide, SA 5064, Australia
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23
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Su F, Wang L, Sun Y, Liu C, Duan X, Li Z. Highly sensitive and multiplexed analysis of CpG methylation at single-base resolution with ligation-based exponential amplification. Chem Sci 2014; 6:1866-1872. [PMID: 28706642 PMCID: PMC5494546 DOI: 10.1039/c4sc03135k] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Accepted: 12/10/2014] [Indexed: 01/16/2023] Open
Abstract
DNA methylation is a primary epigenetic mechanism for transcriptional regulation during normal development and the occurrence of diseases, including cancers. DNA methylation has been increasingly utilized as a biomarker for cancer detection and differential diagnosis. Generally, one type of cancer is associated with several CpG methylation sites and detection of multiplexed CpG methylation can greatly improve the accuracy of cancer diagnosis. In this paper, we have developed a novel ligase chain reaction (LCR)-based method for multiplexed detection of CpG methylation in genomic DNA at single-base resolution. By rationally designing the two pairs of DNA probes for LCR, the bisulfite-treated methylated DNA target can be exponentially amplified by thermal cycling of the ligation reaction, in which one-base mismatch can be discriminated against, and thus high sensitivity and specificity for the detection of DNA methylation can be achieved. The LCR-based method can accurately determine as low as 10 aM methylated DNA fragment and 10 ng methylated genomic DNA. 0.1% methylated DNA can be detected in the presence of a large excess of unmethylated DNA. Moreover, by simply encoding one of the DNA probes in the LCR with a different length of poly(A) for detection of methylation at different CpG sites, the CpG methylation at different sites can produce LCR products with different lengths, and thus, can be simultaneously detected with one-tube LCR amplification and separation by capillary electrophoresis.
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Affiliation(s)
- Fengxia Su
- Key Laboratory of Medicinal Chemistry and Molecular Diagnosis , Ministry of Education , College of Chemistry and Environmental Science , Hebei University , Baoding 071002 , Hebei Province , P. R. China . ; ; Tel: +86 29 81530859
| | - Limei Wang
- Key Laboratory of Medicinal Chemistry and Molecular Diagnosis , Ministry of Education , College of Chemistry and Environmental Science , Hebei University , Baoding 071002 , Hebei Province , P. R. China . ; ; Tel: +86 29 81530859
| | - Yueying Sun
- Key Laboratory of Medicinal Chemistry and Molecular Diagnosis , Ministry of Education , College of Chemistry and Environmental Science , Hebei University , Baoding 071002 , Hebei Province , P. R. China . ; ; Tel: +86 29 81530859
| | - Chenghui Liu
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China
| | - Xinrui Duan
- Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China
| | - Zhengping Li
- Key Laboratory of Medicinal Chemistry and Molecular Diagnosis , Ministry of Education , College of Chemistry and Environmental Science , Hebei University , Baoding 071002 , Hebei Province , P. R. China . ; ; Tel: +86 29 81530859.,Key Laboratory of Applied Surface and Colloid Chemistry , Ministry of Education , Key Laboratory of Analytical Chemistry for Life Science of Shaanxi Province , School of Chemistry and Chemical Engineering , Shaanxi Normal University , Xi'an 710062 , Shaanxi Province , P. R. China
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24
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Wang Y, Ritzo B, Gu LQ. Silver(I) ions modulate the stability of DNA duplexes containing cytosine, methylcytosine and hydroxymethylcytosine at different salt concentrations. RSC Adv 2014; 5:2655-2658. [PMID: 31007904 DOI: 10.1039/c4ra14490b] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Silver(I) ions can stabilize cytosine-cytosine, cytosine (C)-methylcytosine (5mC) and cytosine-hydroxymethylcytosine (5hmC) mismatched-base pairs. While cytosine modifications regulate DNA stability to regulate cellular functions, silver ions can modulate the stability of C-C, C-5mC and C-5hmC containing DNA duplexes in a salt concentration dependent manner.
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Affiliation(s)
- Yong Wang
- Department of Biological Engineering, University of Missouri, 134 research park, Columbia, MO 65211, USA. ; Tel: +1 573 8822086
| | - Brandon Ritzo
- Department of Biological Engineering, University of Missouri, 134 research park, Columbia, MO 65211, USA. ; Tel: +1 573 8822086
| | - Li-Qun Gu
- Department of Biological Engineering, University of Missouri, 134 research park, Columbia, MO 65211, USA. ; Tel: +1 573 8822086
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25
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Athamanolap P, Parekh V, Fraley SI, Agarwal V, Shin DJ, Jacobs MA, Wang TH, Yang S. Trainable high resolution melt curve machine learning classifier for large-scale reliable genotyping of sequence variants. PLoS One 2014; 9:e109094. [PMID: 25275518 PMCID: PMC4183555 DOI: 10.1371/journal.pone.0109094] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Accepted: 09/02/2014] [Indexed: 01/04/2023] Open
Abstract
High resolution melt (HRM) is gaining considerable popularity as a simple and robust method for genotyping sequence variants. However, accurate genotyping of an unknown sample for which a large number of possible variants may exist will require an automated HRM curve identification method capable of comparing unknowns against a large cohort of known sequence variants. Herein, we describe a new method for automated HRM curve classification based on machine learning methods and learned tolerance for reaction condition deviations. We tested this method in silico through multiple cross-validations using curves generated from 9 different simulated experimental conditions to classify 92 known serotypes of Streptococcus pneumoniae and demonstrated over 99% accuracy with 8 training curves per serotype. In vitro verification of the algorithm was tested using sequence variants of a cancer-related gene and demonstrated 100% accuracy with 3 training curves per sequence variant. The machine learning algorithm enabled reliable, scalable, and automated HRM genotyping analysis with broad potential clinical and epidemiological applications.
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Affiliation(s)
- Pornpat Athamanolap
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Vishwa Parekh
- Department of Computer Science, Johns Hopkins University, Baltimore, Maryland, United States of America
- The Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins Medicine, Baltimore, Maryland, United States of America
| | - Stephanie I. Fraley
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America
- Department of Emergency Medicine, Johns Hopkins Medicine, Baltimore, Maryland, United States of America
| | - Vatsal Agarwal
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Dong J. Shin
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Michael A. Jacobs
- The Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins Medicine, Baltimore, Maryland, United States of America
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine, Baltimore, Maryland, United States of America
| | - Tza-Huei Wang
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America
- * E-mail: (SY); (THW)
| | - Samuel Yang
- Department of Emergency Medicine, Johns Hopkins Medicine, Baltimore, Maryland, United States of America
- * E-mail: (SY); (THW)
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26
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Lercher L, McDonough MA, El-Sagheer AH, Thalhammer A, Kriaucionis S, Brown T, Schofield CJ. Structural insights into how 5-hydroxymethylation influences transcription factor binding. Chem Commun (Camb) 2013; 50:1794-6. [PMID: 24287551 DOI: 10.1039/c3cc48151d] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Transcription factor binding and high resolution crystallographic studies (1.3 Å) of Dickerson-Drew duplexes with cytosine, methylcytosine and hydroxymethylcytosine bases provide evidence that C-5 cytosine modifications could regulate transcription by context dependent effects on DNA transcription factor interactions.
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Affiliation(s)
- Lukas Lercher
- Department of Chemistry and the Oxford Centre for Integrative Systems Biology, Chemistry Research Laboratory, Oxford, UK.
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27
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Affiliation(s)
- Wonsuk Lee
- Department of Biomedical Engineering, University of Michigan, 1101 Beal Avenue, Ann Arbor,
Michigan 48109, United States
- Department of Electrical Engineering
and Computer Science, University of Michigan, 1301 Beal Avenue, Ann Arbor, Michigan 48109, United States
| | - Xudong Fan
- Department of Biomedical Engineering, University of Michigan, 1101 Beal Avenue, Ann Arbor,
Michigan 48109, United States
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28
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Chen J, Zhang X, Wang T, Li Z, Guan G, Hong Y. Efficient detection, quantification and enrichment of subtle allelic alterations. DNA Res 2012; 19:423-33. [PMID: 23075543 PMCID: PMC3473374 DOI: 10.1093/dnares/dss023] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2012] [Accepted: 09/03/2012] [Indexed: 12/20/2022] Open
Abstract
Gene targeting (GT) can introduce subtle alterations into a particular locus and represents a powerful tool for genome editing. Engineered zinc finger nucleases (ZFNs) are effective for generating minor allelic alterations. Efficient detection of such minor alterations remains one of the challenges in ZFN-mediated GT experiments. Here, we report the establishment of procedures allowing for efficient detection, quantification and enrichment of such subtle alterations. In a biallelic model, polyacrylamide gel electrophoresis (PAGE) is capable of detecting rare allelic variations in the form of DNA heteroduplexes at a high efficiency of ~0.4% compared with ~6.3% by the traditional T7 endonuclease I-digestion and agarose gel electrophoresis. In a multiple allelic model, PAGE could discriminate different alleles bearing addition or deletion of 1-18 bp as distinct bands that were easily quantifiable by densitometry. Furthermore, PAGE enables enrichment for rare alleles. We show for the first time that direct endogenous GT is possible in medaka by ZFN RNA injection, whereas PAGE allows for detection and cloning of ZFN-targeted alleles in adults arising from ZFN-injected medaka embryos. Therefore, PAGE is effective for detection, quantification and enrichment of multiple fine allelic differences and thus offers a versatile tool for screening targeted subtle gene alterations.
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Affiliation(s)
- Jianbin Chen
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore117543, Singapore
| | - Xi Zhang
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore117543, Singapore
| | - Tiansu Wang
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore117543, Singapore
| | - Zhendong Li
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore117543, Singapore
| | - Guijun Guan
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore117543, Singapore
- Department of Bioresources, National Institute for Basic Biology, Okazaki, Aichi 444-8585, Japan
| | - Yunhan Hong
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore117543, Singapore
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López CMR, Lloyd AJ, Leonard K, Wilkinson MJ. Differential effect of three base modifications on DNA thermostability revealed by high resolution melting. Anal Chem 2012; 84:7336-42. [PMID: 22882125 DOI: 10.1021/ac301459x] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
High resolution melting (HRM) can detect and quantify the presence of 5-methylcytosine (5mC) in DNA samples, but the ability of HRM to diagnose other DNA modifications remains unexplored. The DNA bases N6-methyladenine and 5-hydroxymethylcytosine occur across almost all phyla. While their function remains controversial, their presence perturbs DNA structure. Such modifications could affect gene regulation, chromatin condensation and DNA packaging. Here, we reveal that DNA containing N6-methyladenine or 5-hydroxymethylcytosine exhibits reduced thermal stability compared to cytosine-methylated DNA. These thermostability changes are sufficiently divergent to allow detection and quantification by HRM analysis. Thus, we report that HRM distinguishes between sequence-identical DNA differing only in the modification type of one base. This approach is also able to distinguish between two DNA fragments carrying both N6-methyladenine and 5-methylcytosine but differing only in the distance separating the modified bases. This finding provides scope for the development of new methods to characterize DNA chemically and to allow for low cost screening of mutant populations of genes involved in base modification. More fundamentally, contrast between the thermostabilizing effects of 5mC on dsDNA compared with the destabilizing effects of N6-methyladenine (m6A) and 5-hydroxymethylcytosine (5hmC) raises the intriguing possibility of an antagonistic relationship between modification types with functional significance.
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Affiliation(s)
- Carlos M Rodríguez López
- Aberystwyth University, IBERS, Institute of Biological, Environmental and Rural Sciences, Aberystwyth, Wales, UK
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30
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Applications in Cancer Diagnosis and Therapy. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2012. [DOI: 10.3724/sp.j.1096.2011.01451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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31
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Sun Y, Fan X. Distinguishing DNA by analog-to-digital-like conversion by using optofluidic lasers. Angew Chem Int Ed Engl 2011; 51:1236-9. [PMID: 22213205 DOI: 10.1002/anie.201107381] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2011] [Revised: 11/29/2011] [Indexed: 11/07/2022]
Affiliation(s)
- Yuze Sun
- Biomedical Engineering Department, University of Michigan, 1101 Beal Avenue, Ann Arbor, MI 48109, USA
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32
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Sun Y, Fan X. Distinguishing DNA by Analog-to-Digital-like Conversion by Using Optofluidic Lasers. Angew Chem Int Ed Engl 2011. [DOI: 10.1002/ange.201107381] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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33
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Thalhammer A, Hansen AS, El-Sagheer AH, Brown T, Schofield CJ. Hydroxylation of methylated CpG dinucleotides reverses stabilisation of DNA duplexes by cytosine 5-methylation. Chem Commun (Camb) 2011; 47:5325-7. [PMID: 21451870 DOI: 10.1039/c0cc05671e] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Cytosine-5-methylation stabilises DNA duplexes and is associated with transcriptional repression; 5-methylcytosine undergoes hydroxylation to 5-hydroxymethylcytosine, a modification of unknown biological function. Spectroscopic and calorimetric analyses show that 5-hydroxymethylcytosine introduction reverses the stabilising effect of 5-methylcytosine, suggesting that in some contexts, 5-methylcytosine hydroxylation may, along with other factors, contribute to the alleviation of transcriptional repression.
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Affiliation(s)
- Armin Thalhammer
- Department of Chemistry and the Oxford Centre for Integrative Systems Biology, Chemistry Research Laboratory, Oxford, UK
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