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Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation

Mitochondrial DNA (mtDNA) methylation in vertebrates has been hotly debated for over 40 years. Most contrasting results have been reported following bisulfite sequencing (BS-seq) analyses. We addressed whether BS-seq experimental and analysis conditions influenced the estimation of the levels of met...

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Autores principales: Okada, Takashi, Sun, Xin, McIlfatrick, Stephen, St. John, Justin C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759572/
https://www.ncbi.nlm.nih.gov/pubmed/35047811
http://dx.doi.org/10.1093/nargab/lqab119
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author Okada, Takashi
Sun, Xin
McIlfatrick, Stephen
St. John, Justin C
author_facet Okada, Takashi
Sun, Xin
McIlfatrick, Stephen
St. John, Justin C
author_sort Okada, Takashi
collection PubMed
description Mitochondrial DNA (mtDNA) methylation in vertebrates has been hotly debated for over 40 years. Most contrasting results have been reported following bisulfite sequencing (BS-seq) analyses. We addressed whether BS-seq experimental and analysis conditions influenced the estimation of the levels of methylation in specific mtDNA sequences. We found false positive non-CpG methylation in the CHH context (fpCHH) using unmethylated Sus scrofa mtDNA BS-seq data. fpCHH methylation was detected on the top/plus strand of mtDNA within low guanine content regions. These top/plus strand sequences of fpCHH regions would become extremely AT-rich sequences after BS-conversion, whilst bottom/minus strand sequences remained almost unchanged. These unique sequences caused BS-seq aligners to falsely assign the origin of each strand in fpCHH regions, resulting in false methylation calls. fpCHH methylation detection was enhanced by short sequence reads, short library inserts, skewed top/bottom read ratios and non-directional read mapping modes. We confirmed no detectable CHH methylation in fpCHH regions by BS-amplicon sequencing. The fpCHH peaks were located in the D-loop, ATP6, ND2, ND4L, ND5 and ND6 regions and identified in our S. scrofa ovary and oocyte data and human BS-seq data sets. We conclude that non-CpG methylation could potentially be overestimated in specific sequence regions by BS-seq analysis.
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spelling pubmed-87595722022-01-18 Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation Okada, Takashi Sun, Xin McIlfatrick, Stephen St. John, Justin C NAR Genom Bioinform Standard Article Mitochondrial DNA (mtDNA) methylation in vertebrates has been hotly debated for over 40 years. Most contrasting results have been reported following bisulfite sequencing (BS-seq) analyses. We addressed whether BS-seq experimental and analysis conditions influenced the estimation of the levels of methylation in specific mtDNA sequences. We found false positive non-CpG methylation in the CHH context (fpCHH) using unmethylated Sus scrofa mtDNA BS-seq data. fpCHH methylation was detected on the top/plus strand of mtDNA within low guanine content regions. These top/plus strand sequences of fpCHH regions would become extremely AT-rich sequences after BS-conversion, whilst bottom/minus strand sequences remained almost unchanged. These unique sequences caused BS-seq aligners to falsely assign the origin of each strand in fpCHH regions, resulting in false methylation calls. fpCHH methylation detection was enhanced by short sequence reads, short library inserts, skewed top/bottom read ratios and non-directional read mapping modes. We confirmed no detectable CHH methylation in fpCHH regions by BS-amplicon sequencing. The fpCHH peaks were located in the D-loop, ATP6, ND2, ND4L, ND5 and ND6 regions and identified in our S. scrofa ovary and oocyte data and human BS-seq data sets. We conclude that non-CpG methylation could potentially be overestimated in specific sequence regions by BS-seq analysis. Oxford University Press 2022-01-14 /pmc/articles/PMC8759572/ /pubmed/35047811 http://dx.doi.org/10.1093/nargab/lqab119 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Standard Article
Okada, Takashi
Sun, Xin
McIlfatrick, Stephen
St. John, Justin C
Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation
title Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation
title_full Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation
title_fullStr Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation
title_full_unstemmed Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation
title_short Low guanine content and biased nucleotide distribution in vertebrate mtDNA can cause overestimation of non-CpG methylation
title_sort low guanine content and biased nucleotide distribution in vertebrate mtdna can cause overestimation of non-cpg methylation
topic Standard Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759572/
https://www.ncbi.nlm.nih.gov/pubmed/35047811
http://dx.doi.org/10.1093/nargab/lqab119
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