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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...

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Autores principales: 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
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
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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.
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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
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