Profiling DNA Methylation Based on Next-Generation Sequencing Approaches: New Insights and Clinical Applications

被引:92
作者
Barros-Silva, Daniela [1 ]
Joana Marques, C. [2 ,3 ]
Henrique, Rui [1 ,4 ,5 ]
Jeronimo, Carmen [1 ,5 ]
机构
[1] Portuguese Oncol Inst Porto IPO Porto, Canc Biol & Epigenet Grp, IPO Porto Res Ctr CI IPOP, Rua Antonio Bernardino Almeida, P-4200072 Porto, Portugal
[2] Univ Porto, Dept Pathol, Genet, Fac Med, P-4200319 Porto, Portugal
[3] Univ Porto, I3S Inst Invest & Inovacao Saude, P-4200135 Porto, Portugal
[4] Portuguese Oncol Inst Porto IPO Porto, Dept Pathol, P-4200072 Porto, Portugal
[5] Univ Porto, Dept Pathol & Mol Immunol, Inst Biomed Sci Abel Salazar ICBAS, P-4050313 Porto, Portugal
来源
GENES | 2018年 / 9卷 / 09期
关键词
epigenomics; DNA methylation; next-generation sequencing; single-cell resolution; CELL-FREE DNA; EPIGENOME-WIDE ASSOCIATION; CIRCULATING TUMOR DNA; SINGLE-CELL; EPIGENETIC HETEROGENEITY; NUCLEOTIDE VARIANTS; HIGH-THROUGHPUT; HUMAN GENOME; CANCER; RESOLUTION;
D O I
10.3390/genes9090429
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
DNA methylation is an epigenetic modification that plays a pivotal role in regulating gene expression and, consequently, influences a wide variety of biological processes and diseases. The advances in next-generation sequencing technologies allow for genome-wide profiling of methyl marks both at a single-nucleotide and at a single-cell resolution. These profiling approaches vary in many aspects, such as DNA input, resolution, coverage, and bioinformatics analysis. Thus, the selection of the most feasible method according with the project's purpose requires in-depth knowledge of those techniques. Currently, high-throughput sequencing techniques are intensively used in epigenomics profiling, which ultimately aims to find novel biomarkers for detection, diagnosis prognosis, and prediction of response to therapy, as well as to discover new targets for personalized treatments. Here, we present, in brief, a portrayal of next-generation sequencing methodologies' evolution for profiling DNA methylation, highlighting its potential for translational medicine and presenting significant findings in several diseases.
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页数:12
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共 87 条
  • [1] Methodological aspects of whole-genome bisulfite sequencing analysis
    Adusumalli, Swarnaseetha
    Omar, Mohd Feroz Mohd
    Soong, Richie
    Benoukraf, Touati
    [J]. BRIEFINGS IN BIOINFORMATICS, 2015, 16 (03) : 369 - 379
  • [2] Advancing Small-Molecule-Based Chemical Biology with Next-Generation Sequencing Technologies
    Anandhakumar, Chandran
    Kizaki, Seiichiro
    Bando, Toshikazu
    Pandian, Ganesh N.
    Sugiyama, Hiroshi
    [J]. CHEMBIOCHEM, 2015, 16 (01) : 20 - 38
  • [3] Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity
    Angermueller, Christof
    Clark, Stephen J.
    Lee, Heather J.
    Macaulay, Iain C.
    Teng, Mabel J.
    Hu, Tim Xiaoming
    Krueger, Felix
    Smallwood, Sebastien A.
    Ponting, Chris P.
    Voet, Thierry
    Kelsey, Gavin
    Stegle, Oliver
    Reik, Wolf
    [J]. NATURE METHODS, 2016, 13 (03) : 229 - +
  • [4] Bäckdahl L, 2009, EPIGENETICS-US, V4, P248
  • [5] Next-generation sequencing technologies: breaking the sound barrier of human genetics
    Bahassi, El Mustapha
    Stambrook, Peter J.
    [J]. MUTAGENESIS, 2014, 29 (05) : 303 - 310
  • [6] Bashtrykov P, 2018, METHODS MOL BIOL, V1767, P367, DOI 10.1007/978-1-4939-7774-1_20
  • [7] What is next generation sequencing?
    Behjati, Sam
    Tarpey, Patrick S.
    [J]. ARCHIVES OF DISEASE IN CHILDHOOD-EDUCATION AND PRACTICE EDITION, 2013, 98 (06): : 236 - 238
  • [8] Berglund Eva C, 2011, Investig Genet, V2, P23, DOI 10.1186/2041-2223-2-23
  • [9] Booth MJ, 2014, NAT CHEM, V6, P435, DOI [10.1038/NCHEM.1893, 10.1038/nchem.1893]
  • [10] Quantitative Sequencing of 5-Methylcytosine and 5-Hydroxymethylcytosine at Single-Base Resolution
    Booth, Michael J.
    Branco, Miguel R.
    Ficz, Gabriella
    Oxley, David
    Krueger, Felix
    Reik, Wolf
    Balasubramanian, Shankar
    [J]. SCIENCE, 2012, 336 (6083) : 934 - 937