Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs

被引:24
|
作者
Roos, Leonie [1 ]
van Dongen, Jenny [2 ]
Bell, Christopher G. [1 ,3 ,4 ,5 ]
Burri, Andrea [6 ]
Deloukas, Panos [7 ]
Boomsma, Dorret I. [2 ]
Spector, Tim D. [1 ]
Bell, Jordana T. [1 ]
机构
[1] Kings Coll London, Dept Twin Res & Genet Epidemiol, London, England
[2] Vrije Univ Amsterdam, Dept Biol Psychol, Amsterdam, Netherlands
[3] Univ Southampton, MRC Lifecourse Epidemiol Unit, Southampton, Hants, England
[4] Univ Southampton, Inst Dev Sci, Human Dev & Hlth Acad Unit, Southampton, Hants, England
[5] Univ Southampton, Fac Environm & Nat Sci, Epigenom Med, Ctr Biol Sci, Southampton, Hants, England
[6] Univ Zurich, Dept Psychol, Zurich, Switzerland
[7] Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, London, England
基金
欧盟第七框架计划; 英国惠康基金; 瑞士国家科学基金会;
关键词
DNA methylation; Cancer; Discordant monozygotic twins; Epigenetics; Biomarker; Twin study; EPIGENOME-WIDE ASSOCIATION; TUMOR-SUPPRESSOR GENE; METHYLATION PATTERNS; OVARIAN-CANCER; BLOOD; EXPRESSION; SMOKING; TISSUE; NORMALIZATION; EPIGENETICS;
D O I
10.1186/s13148-016-0172-y
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: A key focus in cancer research is the discovery of biomarkers that accurately diagnose early lesions in non-invasive tissues. Several studies have identified malignancy-associated DNA methylation changes in blood, yet no general cancer biomarker has been identified to date. Here, we explore the potential of blood DNA methylation as a biomarker of pan-cancer (cancer of multiple different origins) in 41 female cancer discordant monozygotic (MZ) twin-pairs sampled before or after diagnosis using the Illumina HumanMethylation450 BeadChip. Results: We analysed epigenome-wide DNA methylation profiles in 41 cancer discordant MZ twin-pairs with affected individuals diagnosed with tumours at different single primary sites: the breast, cervix, colon, endometrium, thyroid gland, skin (melanoma), ovary, and pancreas. No significant global differences in whole blood DNA methylation profiles were observed. Epigenome-wide analyses identified one novel pan-cancer differentially methylated position at false discovery rate (FDR) threshold of 10 % (cg02444695, P = 1.8 x 10(-7)) in an intergenic region 70 kb upstream of the SASH1 tumour suppressor gene, and three suggestive signals in COL11A2, AXL, and LINC00340. Replication of the four top-ranked signals in an independent sample of nine cancer-discordant MZ twin-pairs showed a similar direction of association at COL11A2, AXL, and LINC00340, and significantly greater methylation discordance at AXL compared to 480 healthy concordant MZ twin-pairs. The effects at cg02444695 (near SASH1), COL11A2, and LINC00340 were the most promising in biomarker potential because the DNA methylation differences were found to pre-exist in samples obtained prior to diagnosis and were limited to a 5-year period before diagnosis. Gene expression follow-up at the top-ranked signals in 283 healthy individuals showed correlation between blood methylation and gene expression in lymphoblastoid cell lines at PRL, and in the skin tissue at AXL. A significant enrichment of differential DNA methylation was observed in enhancer regions (P = 0.03). Conclusions: We identified DNA methylation signatures in blood associated with pan-cancer, at or near SASH1, COL11A2, AXL, and LINC00340. Three of these signals were present up to 5 years prior to cancer diagnosis, highlighting the potential clinical utility of whole blood DNA methylation analysis in cancer surveillance.
引用
收藏
页码:1 / 16
页数:16
相关论文
共 50 条
  • [31] Pan-cancer patterns of DNA methylation
    Witte, Tania
    Plass, Christoph
    Gerhauser, Clarissa
    GENOME MEDICINE, 2014, 6
  • [32] Pan-cancer analysis of neoepitopes
    Gabriel N. Teku
    Mauno Vihinen
    Scientific Reports, 8
  • [33] Pan-cancer analysis of neoepitopes
    Teku, Gabriel N.
    Vihinen, Mauno
    SCIENTIFIC REPORTS, 2018, 8
  • [34] Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy
    Liu, Yating
    Li, Xinyu
    Chen, Shanshan
    Zhu, Changyu
    Shi, Yijun
    Dang, Shoutao
    Zhang, Weitao
    Li, Wei
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2024, 10
  • [35] Integrative pan-cancer genomic and transcriptomic analyses of refractory metastatic cancer
    Pradat, Yoann
    Viot, Julien
    Gunbin, Konstantin
    Yurchenko, Andrey
    Cerbone, Luigi
    Deloger, Marc
    Grisay, Guillaume
    Verlingue, Loic
    Scott, Veronique
    Padioleau, Ismael
    Panunzi, Leonardo
    Michiels, Stefan
    Hollebecque, Antoine
    Jules-Clement, Gerome
    Mezquita, Laura
    Laine, Antoine
    Loriot, Yohann
    Besse, Benjamin
    Friboulet, Luc
    Andre, Fabrice
    Cournede, Paul-Henry
    Gautheret, Daniel
    Nikolaev, Sergey
    CANCER RESEARCH, 2023, 83 (07)
  • [36] Integrative Pan-Cancer Genomic and Transcriptomic Analyses of Refractory Metastatic Cancer
    Pradat, Yoann
    Viot, Julien
    Yurchenko, Andrey A.
    Gunbin, Konstantin
    Cerbone, Luigi
    Deloger, Marc
    Grisay, Guillaume
    Verlingue, Loic
    Scott, Veronique
    Padioleau, Ismael
    Panunzi, Leonardo
    Michiels, Stefan
    Hollebecque, Antoine
    Jules-Clement, Gerome
    Mezquita, Laura
    Laine, Antoine
    Loriot, Yohann
    Besse, Benjamin
    Friboulet, Luc
    Andre, Fabrice
    Cournede, Paul-Henry
    Gautheret, Daniel
    Nikolaev, Sergey I.
    CANCER DISCOVERY, 2023, 13 (05) : 1116 - 1143
  • [37] A pan-cancer analysis of the microbiome in metastatic cancer
    Battaglia, Thomas W.
    Mimpen, Iris L.
    Traets, Joleen J. H.
    van Hoeck, Arne
    Zeverijn, Laurien J.
    Geurts, Birgit S.
    de Wit, Gijs F.
    Noe, Michael
    Hofland, Ingrid
    Vos, Joris L.
    Cornelissen, Sten
    Alkemade, Maartje
    Broeks, Annegien
    Zuur, Charlotte L.
    Cuppen, Edwin
    Wessels, Lodewyk
    de Haar, Joris van
    Voest, Emile
    CELL, 2024, 187 (09) : 2324 - 2335.e19
  • [38] An integrative pan-cancer analysis illustrating the key role of LRP11 in cervical cancer
    Gu, Fangyun
    Xu, Fang
    Pan, Zimeng
    Shi, Lin
    Yu, Jinglu
    Song, Feifei
    Huang, ShuFeng
    Sun, Miao
    MEDICINE, 2023, 102 (11) : E33201
  • [39] An integrative pan-cancer analysis of the molecular characteristics of dietary restriction in tumour microenvironment
    Song, Xiaoyi
    Wei, Jiaxing
    Li, Yang
    Zhu, Wen
    Cai, Zhiyuan
    Li, Kunwei
    Wei, Jingyue
    Lu, Jieyu
    Pan, Wanping
    Li, Man
    EBIOMEDICINE, 2024, 102
  • [40] Integrative analysis of the role of BOLA2B in human pan-cancer
    Liang, Mingxing
    Fei, Yinjiao
    Wang, Yalin
    Chen, Wenquan
    Liu, Zhen
    Xu, Di
    Shen, Hongyu
    Zhou, Honglei
    Tang, Jinhai
    FRONTIERS IN GENETICS, 2023, 14