Abstract
Analysis of DNA methylation is a valuable tool to understand disease progression and is increasingly being used to create diagnostic and prognostic clinical biomarkers. While conversion of cytosine to 5-methylcytosine (5mC) commonly results in transcriptional repression, further conversion to 5-hydroxymethylcytosine (5hmC) is associated with transcriptional activation. Here we perform the first study integrating wholegenome 5hmC with DNA, 5mC, and transcriptome sequencing in clinical samples of benign, localized, and advanced prostate cancer. 5hmC is shown to mark activation of cancer drivers and downstream targets. Furthermore, 5hmC sequencing revealed profoundly altered cell states throughout the disease course, characterized by increased proliferation, oncogenic signaling, dedifferentiation, and lineage plasticity to neuroendocrine and gastrointestinal lineages. Finally, 5hmC sequencing of cellfree DNA from patients with metastatic disease proved useful as a prognostic biomarker able to identify an aggressive subtype of prostate cancer using the genes TOP2A and EZH2, previously only detectable by transcriptomic analysis of solid tumor biopsies. Overall, these findings reveal that 5hmC marks epigenomic activation in prostate cancer and identify hallmarks of prostate cancer progression with potential as biomarkers of aggressive disease. Significance: In prostate cancer, 5-hydroxymethylcytosine delineates oncogene activation and stage-specific cell states and can be analyzed in liquid biopsies to detect cancer phenotypes. See related article by Wu and Attard, p. 3880.
Original language | English |
---|---|
Pages (from-to) | 3888-3902 |
Number of pages | 15 |
Journal | Cancer research |
Volume | 82 |
Issue number | 21 |
DOIs | |
State | Published - Nov 1 2022 |
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In: Cancer research, Vol. 82, No. 21, 01.11.2022, p. 3888-3902.
Research output: Contribution to journal › Article › peer-review
TY - JOUR
T1 - The 5-Hydroxymethylcytosine Landscape of Prostate Cancer
AU - Sjostrom, Martin
AU - Zhao, Shuang G.
AU - Levy, Samuel
AU - Zhang, Meng
AU - Ning, Yuhong
AU - Shrestha, Raunak
AU - Lundberg, Arian
AU - Herberts, Cameron
AU - Foye, Adam
AU - Aggarwal, Rahul
AU - Hua, Junjie T.
AU - Li, Haolong
AU - Bergamaschi, Anna
AU - Maurice-Dro, Corinne
AU - Maheshwari, Ashutosh
AU - Chen, Sujun
AU - Ng, Sarah W.S.
AU - Ye, Wenbin
AU - Petricca, Jessica
AU - Fraser, Michael
AU - Chesner, Lisa
AU - Perry, Marc D.
AU - Moreno-Rodrigue, Thaidy
AU - Chen, William S.
AU - Alumkal, Joshi J.
AU - Chou, Jonathan
AU - Morgans, Alicia K.
AU - Beer, Tomasz M.
AU - Thomas, George V.
AU - Gleave, Martin
AU - Lloyd, Paul
AU - Phillips, Tierney
AU - McCarthy, Erin
AU - Haffner, Michael C.
AU - Zoubeidi, Amina
AU - Annala, Matti
AU - Reiter, Robert E.
AU - Rettig, Matthew B.
AU - Witte, Owen N.
AU - Fong, Lawrence
AU - Bose, Rohit
AU - Huang, Franklin W.
AU - Luo, Jianhua
AU - Bjartell, Anders
AU - Lang, Joshua M.
AU - Mahajan, Nupam P.
AU - Lara, Primo N.
AU - Evans, Christopher P.
AU - Tran, Phuoc T.
AU - Posadas, Edwin M.
AU - He, Chuan
AU - Cui, Xiao Long
AU - Huang, Jiaoti
AU - Zwart, Wilbert
AU - Gilbert, Luke A.
AU - Maher, Christopher A.
AU - Boutros, Paul C.
AU - Chi, Kim N.
AU - Ashworth, Alan
AU - Small, Eric J.
AU - He, Housheng H.
AU - Wyatt, Alexander W.
AU - Quigley, David A.
AU - Feng, Felix Y.
N1 - Funding Information: This research grant was administered by the American Association for Cancer Research, the scientific partner of SU2C. M. Sjöström was supported by the Swedish Research Council (Vetenskapsra det) with grant number 2018-00382, the Swedish Society of Medicine (Svenska Läkaresällskapet), and a Prostate Cancer Foundation Young Investigator Award. S.G. Zhao was funded by a Prostate Cancer Foundation Young Investigator Award, DOD W81XWH2110205, NIH 1DP2CA271832-01, and is a UW Carbone Cancer Center Ride Scholar. R. Aggarwal was funded by a Prostate Cancer Foundation Young Investigator Award. J.T. Hua was funded by a Prostate Cancer Foundation Young Investigator Award. J.J. Alumkal was supported by NIH/NCI 1R01 CA251245, NIH/NCI P50 CA097186, NIH/NCI P50 CA186786, NIH/NCI P50 CA186786-07S1, and Department of Defense Impact Award W81XWH-16-1-0597. H. Li was supported by a Prostate Cancer Foundation Young Investigator Award. L. Chesner was supported by a Prostate Cancer Foundation Young Investigator Award and a Department of Defense Prostate Cancer Research Program Early Investigator Research Award. J. Chou was funded by a Prostate Cancer Foundation Young Investigator Award and DOD award W81XWH20-1-0136. M.C. Haffner was supported by National Institutes of Health (NIH)/ National Cancer Institute (NCI) P50CA097186, the U.S. Department of Defense (DoD) W81XWH-20-1-0111, and the Safeway Foundation. M. Annala was funded by the Jane and Aatos Erkko Foundation. R. Bose was funded by a Prostate Cancer Foundation Young Investigator Award and NIH/NCI K08 1K08CA226348. J.M. Lang was funded by DOD W81XWH2110204. N.P. Mahajan is a recipient of NIH/NCI grants (1R01CA208258 and 5R01CA227025), Prostate Cancer Foundation (PCF) grant (17CHAL06), and Department of Defense award (PC200201). C. He was supported by grant NIH HG006827. L.A. Gilbert was supported by a Prostate Cancer Challenge Award, R01HG012227 and DP2CA239597, as well as the Goldberg-Benioff Endowed Professorship in Prostate Cancer Translational Biology. P.C. Boutros was supported by the NIH/NCI under award number P30CA016042 and by an operating grant from the National Cancer Institute Early Detection Research Network (1U01CA214194-01). A. Ashworth was supported by the Benioff Initiative in Prostate Cancer Research. H.H. He was supported by Prostate Cancer Canada (TAG2018-2061), CIHR operating grants (142246, 152863, 152864 and 159567), and Terry Fox New Frontiers Program Project Grant (1090 P3). H.H. He holds Joey and Toby Tanenbaum Brazilian Ball Chair in Prostate Cancer. D.A. Quigley was funded by Prostate Cancer Foundation Young Investigator and Challenge Awards and the UCSF Benioff Initiative for Prostate Cancer Research. F.Y. Feng was funded by Prostate Cancer Foundation Challenge Awards. Additional funding was provided by a UCSF Benioff Initiative for Prostate Cancer Research award. F.Y. Feng was supported by NIH/NCI 1R01CA230516-01, 1R01CA227025, and by NIH P50CA186786. F.Y. Feng was supported by Department of Defense grant W81XWH-19-1-0682. Funding Information: The authors thank the patients who selflessly contributed samples to this study and without whom this research would not have been possible. This research was supported by a Stand Up To Cancer-Prostate Cancer Foundation Prostate Cancer Dream Team Award (SU2C-AACR-DT0812 to E.J. Small) and by the Movember Foundation. Stand Up To Cancer is a division of the Entertainment Industry Funding Information: Foundation. This research grant was administered by the American Association for Cancer Research, the scientific partner of SU2C. M. Sjostrom was supported by the Swedish Research Council (Vetenskapsra°det) with grant number 2018-00382, the Swedish Society of Medicine (Svenska L€akares€allskapet), and a Prostate Cancer Foundation Young Investigator Award. S.G. Zhao was funded by a Prostate Cancer Foundation Young Investigator Award, DOD W81XWH2110205, NIH 1DP2CA271832-01, and is a UW Carbone Cancer Center Ride Scholar. R. Aggarwal was funded by a Prostate Cancer Foundation Young Investigator Award. J.T. Hua was funded by a Prostate Cancer Foundation Young Investigator Award. J.J. Alumkal was supported by NIH/NCI 1R01 CA251245, NIH/NCI P50 CA097186, NIH/NCI P50 CA186786, NIH/NCI P50 CA186786-07S1, and Department of Defense Impact Award W81XWH-16-1-0597. H. Li was supported by a Prostate Cancer Foundation Young Investigator Award. L. Chesner was supported by a Prostate Cancer Foundation Young Investigator Award and a Department of Defense Prostate Cancer Research Program Early Investigator Research Award. J. Chou was funded by a Prostate Cancer Foundation Young Investigator Award and DOD award W81XWH-20-1-0136. M.C. Haffner was supported by National Institutes of Health (NIH)/ National Cancer Institute (NCI) P50CA097186, the U.S. Department of Defense (DoD) W81XWH-20-1-0111, and the Safeway Foundation. M. Annala was funded by the Jane and Aatos Erkko Foundation. R. Bose was funded by a Prostate Cancer Foundation Young Investigator Award and NIH/NCI K08 1K08CA226348. J.M. Lang was funded by DOD W81XWH2110204. N.P. Mahajan is a recipient of NIH/NCI grants (1R01CA208258 and 5R01CA227025), Prostate Cancer Foundation (PCF) grant (17CHAL06), and Department of Defense award (PC200201). C. He was supported by grant NIH HG006827. L.A. Gilbert was supported by a Prostate Cancer Challenge Award, R01HG012227 and DP2CA239597, as well as the Goldberg-Benioff Publisher Copyright: © 2022 The Authors.
PY - 2022/11/1
Y1 - 2022/11/1
N2 - Analysis of DNA methylation is a valuable tool to understand disease progression and is increasingly being used to create diagnostic and prognostic clinical biomarkers. While conversion of cytosine to 5-methylcytosine (5mC) commonly results in transcriptional repression, further conversion to 5-hydroxymethylcytosine (5hmC) is associated with transcriptional activation. Here we perform the first study integrating wholegenome 5hmC with DNA, 5mC, and transcriptome sequencing in clinical samples of benign, localized, and advanced prostate cancer. 5hmC is shown to mark activation of cancer drivers and downstream targets. Furthermore, 5hmC sequencing revealed profoundly altered cell states throughout the disease course, characterized by increased proliferation, oncogenic signaling, dedifferentiation, and lineage plasticity to neuroendocrine and gastrointestinal lineages. Finally, 5hmC sequencing of cellfree DNA from patients with metastatic disease proved useful as a prognostic biomarker able to identify an aggressive subtype of prostate cancer using the genes TOP2A and EZH2, previously only detectable by transcriptomic analysis of solid tumor biopsies. Overall, these findings reveal that 5hmC marks epigenomic activation in prostate cancer and identify hallmarks of prostate cancer progression with potential as biomarkers of aggressive disease. Significance: In prostate cancer, 5-hydroxymethylcytosine delineates oncogene activation and stage-specific cell states and can be analyzed in liquid biopsies to detect cancer phenotypes. See related article by Wu and Attard, p. 3880.
AB - Analysis of DNA methylation is a valuable tool to understand disease progression and is increasingly being used to create diagnostic and prognostic clinical biomarkers. While conversion of cytosine to 5-methylcytosine (5mC) commonly results in transcriptional repression, further conversion to 5-hydroxymethylcytosine (5hmC) is associated with transcriptional activation. Here we perform the first study integrating wholegenome 5hmC with DNA, 5mC, and transcriptome sequencing in clinical samples of benign, localized, and advanced prostate cancer. 5hmC is shown to mark activation of cancer drivers and downstream targets. Furthermore, 5hmC sequencing revealed profoundly altered cell states throughout the disease course, characterized by increased proliferation, oncogenic signaling, dedifferentiation, and lineage plasticity to neuroendocrine and gastrointestinal lineages. Finally, 5hmC sequencing of cellfree DNA from patients with metastatic disease proved useful as a prognostic biomarker able to identify an aggressive subtype of prostate cancer using the genes TOP2A and EZH2, previously only detectable by transcriptomic analysis of solid tumor biopsies. Overall, these findings reveal that 5hmC marks epigenomic activation in prostate cancer and identify hallmarks of prostate cancer progression with potential as biomarkers of aggressive disease. Significance: In prostate cancer, 5-hydroxymethylcytosine delineates oncogene activation and stage-specific cell states and can be analyzed in liquid biopsies to detect cancer phenotypes. See related article by Wu and Attard, p. 3880.
UR - http://www.scopus.com/inward/record.url?scp=85141889328&partnerID=8YFLogxK
U2 - 10.1158/0008-5472.CAN-22-1123
DO - 10.1158/0008-5472.CAN-22-1123
M3 - Article
C2 - 36251389
AN - SCOPUS:85141889328
SN - 0008-5472
VL - 82
SP - 3888
EP - 3902
JO - Cancer Research
JF - Cancer Research
IS - 21
ER -