Whole human genome 5'-mC methylation analysis using long read nanopore sequencing

被引:8
作者
Silva, Catarina [1 ,2 ]
Machado, Miguel [1 ]
Ferrao, Jose [1 ]
Rodrigues, Antonio Sebastiao [2 ]
Vieira, Luis [1 ,2 ]
机构
[1] Inst Nacl Saude Doutor Ricardo JorgeU, Dept Genet Humana, Inovacao, Unidade Tecnol, Lisbon, Portugal
[2] Univ Nova Lisboa, NOVA Med Sch, Saude Humana Tox, Fac Ciencias Med,Ctr Toxicogen, Lisbon, Portugal
关键词
5'-mC methylation; nanopore sequencing; human genome; methylation-calling; MinION; DNA METHYLATION; BASE MODIFICATIONS; CELL-LINE; GENERATION; QUALITY; WIDE;
D O I
10.1080/15592294.2022.2097473
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Methylation microarray and bisulphite sequencing are often used to study 5'-methylcytosine (5'-mC) modification of CpG dinucleotides in the human genome. Although both technologies produce trustworthy results, the evaluation of the methylation status of CpG sites suffers from the potential side effects of DNA modification by bisulphite and/or the ambiguity of mapping short reads in repetitive and highly homologous genomic regions, respectively. Nanopore sequencing is an attractive alternative for the study of 5'-mC since it allows sequencing of native DNA molecules, whereas the long reads produced by this technology help to increase the resolution of those genomic regions. In this work, we show that nanopore sequencing with 10X coverage depth, using DNA from a human cell line, produces 5'-mC methylation frequencies consistent with those obtained by 450k microarray, digital restriction enzyme analysis of methylation, and reduced representation bisulphite sequencing. High correlation between methylation frequencies obtained by nanopore sequencing and the other methodologies was also noticeable in either low or high GC content regions, including CpG islands and transcription start sites. We also showed that a minimum of five reads per CpG yields strong correlations (>0.89) in replicate nanopore sequencing runs and an almost uniform linearity of the methylation frequency variation between zero and one. Furthermore, nanopore sequencing was able to correctly display methylation frequency patterns based on genomic annotations of CpG regions. These results demonstrate that nanopore sequencing is a fast, robust, and reliable approach to the study of 5'-mC in the human genome with low coverage depth.
引用
收藏
页码:1961 / 1975
页数:15
相关论文
共 54 条
[1]   High density DNA methylation array with single CpG site resolution [J].
Bibikova, Marina ;
Barnes, Bret ;
Tsan, Chan ;
Ho, Vincent ;
Klotzle, Brandy ;
Le, Jennie M. ;
Delano, David ;
Zhang, Lu ;
Schroth, Gary P. ;
Gunderson, Kevin L. ;
Fan, Jian-Bing ;
Shen, Richard .
GENOMICS, 2011, 98 (04) :288-295
[2]   annotatr: genomic regions in context [J].
Cavalcante, Raymond G. ;
Sartor, Maureen A. .
BIOINFORMATICS, 2017, 33 (15) :2381-2383
[3]  
Chatterjee A, 2017, METHODS MOL BIOL, V1537, P249, DOI 10.1007/978-1-4939-6685-1_15
[4]   VennDiagram: a package for the generation of highly-customizable Venn and Euler diagrams in R [J].
Chen, Hanbo ;
Boutros, Paul C. .
BMC BIOINFORMATICS, 2011, 12
[5]  
community.nanoporetech, GUPPY PROTOCOL
[6]   NanoPack: visualizing and processing long-read sequencing data [J].
De Coster, Wouter ;
D'Hert, Svenn ;
Schultz, Darrin T. ;
Cruts, Marc ;
Van Broeckhoven, Christine .
BIOINFORMATICS, 2018, 34 (15) :2666-2669
[7]   Sequencing DNA with nanopores: Troubles and biases [J].
Delahaye, Clara ;
Nicolas, Jacques .
PLOS ONE, 2021, 16 (10)
[8]  
depmap, PORTAL DOWNLOAD ALL
[9]   Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis [J].
Du, Pan ;
Zhang, Xiao ;
Huang, Chiang-Ching ;
Jafari, Nadereh ;
Kibbe, Warren A. ;
Hou, Lifang ;
Lin, Simon M. .
BMC BIOINFORMATICS, 2010, 11
[10]   A new method for accurate assessment of DNA quality after bisulfite treatment [J].
Ehrich, Mathias ;
Zoll, Scott ;
Sur, Sudipto ;
van den Boom, Dirk .
NUCLEIC ACIDS RESEARCH, 2007, 35 (05)