Cargando…
scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs
Global changes in DNA methylation are observed in development and disease, and single-cell analyses are highlighting the heterogeneous regulation of these processes. However, technical challenges associated with single-cell analysis of DNA methylation limit these studies. We present single-cell tran...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8986802/ https://www.ncbi.nlm.nih.gov/pubmed/35388081 http://dx.doi.org/10.1038/s41598-022-09765-x |
_version_ | 1784682610739380224 |
---|---|
author | Hunt, Kooper V. Burnard, Sean M. Roper, Ellise A. Bond, Danielle R. Dun, Matthew D. Verrills, Nicole M. Enjeti, Anoop K. Lee, Heather J. |
author_facet | Hunt, Kooper V. Burnard, Sean M. Roper, Ellise A. Bond, Danielle R. Dun, Matthew D. Verrills, Nicole M. Enjeti, Anoop K. Lee, Heather J. |
author_sort | Hunt, Kooper V. |
collection | PubMed |
description | Global changes in DNA methylation are observed in development and disease, and single-cell analyses are highlighting the heterogeneous regulation of these processes. However, technical challenges associated with single-cell analysis of DNA methylation limit these studies. We present single-cell transposable element methylation sequencing (scTEM-seq) for cost-effective estimation of average DNA methylation levels. By targeting high-copy SINE Alu elements, we achieve amplicon bisulphite sequencing with thousands of loci covered in each scTEM-seq library. Parallel transcriptome analysis is also performed to link global DNA methylation estimates with gene expression. We apply scTEM-seq to KG1a acute myeloid leukaemia (AML) cells, and primary AML cells. Our method reveals global DNA methylation heterogeneity induced by decitabine treatment of KG1a cells associated with altered expression of immune process genes. We also compare global DNA methylation estimates to expression of transposable elements and find a predominance of negative correlations. Finally, we observe co-ordinated upregulation of many transposable elements in a sub-set of decitabine treated cells. By linking global DNA methylation heterogeneity with transcription, scTEM-seq will refine our understanding of epigenetic regulation in cancer and beyond. |
format | Online Article Text |
id | pubmed-8986802 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89868022022-04-08 scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs Hunt, Kooper V. Burnard, Sean M. Roper, Ellise A. Bond, Danielle R. Dun, Matthew D. Verrills, Nicole M. Enjeti, Anoop K. Lee, Heather J. Sci Rep Article Global changes in DNA methylation are observed in development and disease, and single-cell analyses are highlighting the heterogeneous regulation of these processes. However, technical challenges associated with single-cell analysis of DNA methylation limit these studies. We present single-cell transposable element methylation sequencing (scTEM-seq) for cost-effective estimation of average DNA methylation levels. By targeting high-copy SINE Alu elements, we achieve amplicon bisulphite sequencing with thousands of loci covered in each scTEM-seq library. Parallel transcriptome analysis is also performed to link global DNA methylation estimates with gene expression. We apply scTEM-seq to KG1a acute myeloid leukaemia (AML) cells, and primary AML cells. Our method reveals global DNA methylation heterogeneity induced by decitabine treatment of KG1a cells associated with altered expression of immune process genes. We also compare global DNA methylation estimates to expression of transposable elements and find a predominance of negative correlations. Finally, we observe co-ordinated upregulation of many transposable elements in a sub-set of decitabine treated cells. By linking global DNA methylation heterogeneity with transcription, scTEM-seq will refine our understanding of epigenetic regulation in cancer and beyond. Nature Publishing Group UK 2022-04-06 /pmc/articles/PMC8986802/ /pubmed/35388081 http://dx.doi.org/10.1038/s41598-022-09765-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Hunt, Kooper V. Burnard, Sean M. Roper, Ellise A. Bond, Danielle R. Dun, Matthew D. Verrills, Nicole M. Enjeti, Anoop K. Lee, Heather J. scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs |
title | scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs |
title_full | scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs |
title_fullStr | scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs |
title_full_unstemmed | scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs |
title_short | scTEM-seq: Single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs |
title_sort | sctem-seq: single-cell analysis of transposable element methylation to link global epigenetic heterogeneity with transcriptional programs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8986802/ https://www.ncbi.nlm.nih.gov/pubmed/35388081 http://dx.doi.org/10.1038/s41598-022-09765-x |
work_keys_str_mv | AT huntkooperv sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms AT burnardseanm sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms AT roperellisea sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms AT bonddanieller sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms AT dunmatthewd sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms AT verrillsnicolem sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms AT enjetianoopk sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms AT leeheatherj sctemseqsinglecellanalysisoftransposableelementmethylationtolinkglobalepigeneticheterogeneitywithtranscriptionalprograms |