Cargando…
Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks
Aberrant DNA methylation is a distinguishing feature of cancer. Yet, how methylation affects immune surveillance and tumor metastasis remains ambiguous. We introduce a novel method, Guide Positioning Sequencing (GPS), for precisely detecting whole-genome DNA methylation with cytosine coverage as hig...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360814/ https://www.ncbi.nlm.nih.gov/pubmed/30670627 http://dx.doi.org/10.1101/gr.240606.118 |
_version_ | 1783392585267544064 |
---|---|
author | Li, Jin Li, Yan Li, Wei Luo, Huaibing Xi, Yanping Dong, Shihua Gao, Ming Xu, Peng Zhang, Baolong Liang, Ying Zou, Qingping Hu, Xin Peng, Lina Zou, Dan Wang, Ting Yang, Hongbo Jiang, Cizhong Peng, Shaoliang Wu, Feizhen Yu, Wenqiang |
author_facet | Li, Jin Li, Yan Li, Wei Luo, Huaibing Xi, Yanping Dong, Shihua Gao, Ming Xu, Peng Zhang, Baolong Liang, Ying Zou, Qingping Hu, Xin Peng, Lina Zou, Dan Wang, Ting Yang, Hongbo Jiang, Cizhong Peng, Shaoliang Wu, Feizhen Yu, Wenqiang |
author_sort | Li, Jin |
collection | PubMed |
description | Aberrant DNA methylation is a distinguishing feature of cancer. Yet, how methylation affects immune surveillance and tumor metastasis remains ambiguous. We introduce a novel method, Guide Positioning Sequencing (GPS), for precisely detecting whole-genome DNA methylation with cytosine coverage as high as 96% and unbiased coverage of GC-rich and repetitive regions. Systematic comparisons of GPS with whole-genome bisulfite sequencing (WGBS) found that methylation difference between gene body and promoter is an effective predictor of gene expression with a correlation coefficient of 0.67 (GPS) versus 0.33 (WGBS). Moreover, Methylation Boundary Shift (MBS) in promoters or enhancers is capable of modulating expression of genes associated with immunity and tumor metabolism. Furthermore, aberrant DNA methylation results in tissue-specific enhancer switching, which is responsible for altering cell identity during liver cancer development. Altogether, we demonstrate that GPS is a powerful tool with improved accuracy and efficiency over WGBS in simultaneously detecting genome-wide DNA methylation and genomic variation. Using GPS, we show that aberrant DNA methylation is associated with altering cell identity and immune surveillance networks, which may contribute to tumorigenesis and metastasis. |
format | Online Article Text |
id | pubmed-6360814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-63608142019-08-01 Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks Li, Jin Li, Yan Li, Wei Luo, Huaibing Xi, Yanping Dong, Shihua Gao, Ming Xu, Peng Zhang, Baolong Liang, Ying Zou, Qingping Hu, Xin Peng, Lina Zou, Dan Wang, Ting Yang, Hongbo Jiang, Cizhong Peng, Shaoliang Wu, Feizhen Yu, Wenqiang Genome Res Method Aberrant DNA methylation is a distinguishing feature of cancer. Yet, how methylation affects immune surveillance and tumor metastasis remains ambiguous. We introduce a novel method, Guide Positioning Sequencing (GPS), for precisely detecting whole-genome DNA methylation with cytosine coverage as high as 96% and unbiased coverage of GC-rich and repetitive regions. Systematic comparisons of GPS with whole-genome bisulfite sequencing (WGBS) found that methylation difference between gene body and promoter is an effective predictor of gene expression with a correlation coefficient of 0.67 (GPS) versus 0.33 (WGBS). Moreover, Methylation Boundary Shift (MBS) in promoters or enhancers is capable of modulating expression of genes associated with immunity and tumor metabolism. Furthermore, aberrant DNA methylation results in tissue-specific enhancer switching, which is responsible for altering cell identity during liver cancer development. Altogether, we demonstrate that GPS is a powerful tool with improved accuracy and efficiency over WGBS in simultaneously detecting genome-wide DNA methylation and genomic variation. Using GPS, we show that aberrant DNA methylation is associated with altering cell identity and immune surveillance networks, which may contribute to tumorigenesis and metastasis. Cold Spring Harbor Laboratory Press 2019-02 /pmc/articles/PMC6360814/ /pubmed/30670627 http://dx.doi.org/10.1101/gr.240606.118 Text en © 2019 Li et al.; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Method Li, Jin Li, Yan Li, Wei Luo, Huaibing Xi, Yanping Dong, Shihua Gao, Ming Xu, Peng Zhang, Baolong Liang, Ying Zou, Qingping Hu, Xin Peng, Lina Zou, Dan Wang, Ting Yang, Hongbo Jiang, Cizhong Peng, Shaoliang Wu, Feizhen Yu, Wenqiang Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks |
title | Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks |
title_full | Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks |
title_fullStr | Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks |
title_full_unstemmed | Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks |
title_short | Guide Positioning Sequencing identifies aberrant DNA methylation patterns that alter cell identity and tumor-immune surveillance networks |
title_sort | guide positioning sequencing identifies aberrant dna methylation patterns that alter cell identity and tumor-immune surveillance networks |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360814/ https://www.ncbi.nlm.nih.gov/pubmed/30670627 http://dx.doi.org/10.1101/gr.240606.118 |
work_keys_str_mv | AT lijin guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT liyan guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT liwei guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT luohuaibing guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT xiyanping guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT dongshihua guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT gaoming guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT xupeng guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT zhangbaolong guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT liangying guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT zouqingping guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT huxin guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT penglina guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT zoudan guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT wangting guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT yanghongbo guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT jiangcizhong guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT pengshaoliang guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT wufeizhen guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks AT yuwenqiang guidepositioningsequencingidentifiesaberrantdnamethylationpatternsthataltercellidentityandtumorimmunesurveillancenetworks |