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

Detalhes bibliográficos
Autor(a) principal: Silva, Catarina
Data de Publicação: 2022
Outros Autores: Machado, Miguel, Ferrão, José, Sebastião Rodrigues, António, Vieira, Luís
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.18/8541
Resumo: 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.
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spelling Whole human genome 5’-mC methylation analysis using long read nanopore sequencing5’-mC MethylationMinIONHuman GenomeMethylation-callingNanopore SequencingDoenças GenéticasTecnologias de Análise de DNAMethylation 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.This work is a result of the GenomePT project (POCI-01- 0145-FEDER-022184), supported by COMPETE 2020 – Operational Programme for Competitiveness and Internationalisation (POCI), Lisboa Portugal Regional Operational Programme (Lisboa2020), Algarve Portugal Regional Operational Programme (CRESC Algarve2020), under the PORTUGAL 2020 Partnership Agreement, through the European Regional Development Fund (ERDF), and by Fundação para a Ciência e a Tecnologia (FCT). This work was also supported by Fundos FEDER through the Programa Operacional Factores de Competitividade – COMPETE and by Fundos Nacionais through the FCT EPIGENETICS 1973 within the scope of the project UID/BIM/00009/2019 (Centre for Toxicogenomics and Human Health-ToxOmics)Taylor and Francis GroupRepositório Científico do Instituto Nacional de SaúdeSilva, CatarinaMachado, MiguelFerrão, JoséSebastião Rodrigues, AntónioVieira, Luís2023-02-28T15:18:00Z2022-122022-12-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/8541engEpigenetics. 2022 Dec;17(13):1961-1975. doi: 10.1080/15592294.2022.2097473. Epub 2022 Jul 20.1559-229410.1080/15592294.2022.2097473info:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-20T15:42:37Zoai:repositorio.insa.pt:10400.18/8541Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:43:10.875838Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
title Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
spellingShingle Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
Silva, Catarina
5’-mC Methylation
MinION
Human Genome
Methylation-calling
Nanopore Sequencing
Doenças Genéticas
Tecnologias de Análise de DNA
title_short Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
title_full Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
title_fullStr Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
title_full_unstemmed Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
title_sort Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
author Silva, Catarina
author_facet Silva, Catarina
Machado, Miguel
Ferrão, José
Sebastião Rodrigues, António
Vieira, Luís
author_role author
author2 Machado, Miguel
Ferrão, José
Sebastião Rodrigues, António
Vieira, Luís
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Nacional de Saúde
dc.contributor.author.fl_str_mv Silva, Catarina
Machado, Miguel
Ferrão, José
Sebastião Rodrigues, António
Vieira, Luís
dc.subject.por.fl_str_mv 5’-mC Methylation
MinION
Human Genome
Methylation-calling
Nanopore Sequencing
Doenças Genéticas
Tecnologias de Análise de DNA
topic 5’-mC Methylation
MinION
Human Genome
Methylation-calling
Nanopore Sequencing
Doenças Genéticas
Tecnologias de Análise de DNA
description 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.
publishDate 2022
dc.date.none.fl_str_mv 2022-12
2022-12-01T00:00:00Z
2023-02-28T15:18:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.18/8541
url http://hdl.handle.net/10400.18/8541
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Epigenetics. 2022 Dec;17(13):1961-1975. doi: 10.1080/15592294.2022.2097473. Epub 2022 Jul 20.
1559-2294
10.1080/15592294.2022.2097473
dc.rights.driver.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
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dc.publisher.none.fl_str_mv Taylor and Francis Group
publisher.none.fl_str_mv Taylor and Francis Group
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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