Epigenetic marks are extensively altered in cancer but may also change in normal tissues with age, which is the primary risk factor for most cancers. We conducted an epigenome-wide study to identify age-related methylation sites and examine their relationship to cancer and other underlying epigenetic marks. We analyzed 1006 blood DNA samples of women aged 3576 years from the Sister Study and found that 7694 (28%) of the 27 578 CpGs assayed were associated with age (false discovery rate, q < 0.05). Using independent data sets, we confirmed 749 high-confidence age-related CpG (arCpGs) sites in normal blood. Based on The Cancer Genome Atlas data, we show that these age-related changes are largely concordant in a broad variety of normal tissues and that a significantly higher (7191%, P < 10(74)) than expected proportion of increasingly methylated arCpGs (IM-arCpGs) were overmethylated in a wide variety of tumor types. IM-arCpGs sites occurred almost exclusively at CpG islands and were disproportionately marked with the repressive H3K27me3 histone modification (P < 1 10(50)). Genes containing these IM-arCpG sites were highly enriched for developmental and signaling pathways (P < 10(10)). Our findings suggest that as cells acquire methylation at age-related sites, they have a lower threshold for malignant transformation that may explain in part the increase in cancer incidence with age.
机构:
Buck Inst Res Aging, Novato, CA 94945 USABuck Inst Res Aging, Novato, CA 94945 USA
Zykovich, Artem
Hubbard, Alan
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机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USABuck Inst Res Aging, Novato, CA 94945 USA
Hubbard, Alan
Flynn, James M.
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Buck Inst Res Aging, Novato, CA 94945 USABuck Inst Res Aging, Novato, CA 94945 USA
Flynn, James M.
Tarnopolsky, Mark
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机构:
McMaster Univ, McMaster Childrens Hosp, Med Ctr, Neuromuscular & Neurometab Unit, Hamilton, ON L8N 3Z5, CanadaBuck Inst Res Aging, Novato, CA 94945 USA
Tarnopolsky, Mark
Fraga, Mario F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oviedo, Inst Univ Oncol Principado Asturias, Ctr Nacl Biotecnol CNB CSIC, Dept Immunol & Oncol,Canc Epigenet Lab,HUCA, Oviedo 33006, SpainBuck Inst Res Aging, Novato, CA 94945 USA
Fraga, Mario F.
Kerksick, Chad
论文数: 0引用数: 0
h-index: 0
机构:
Univ New Mexico, Dept Hlth Exercise & Sport Sci, Albuquerque, NM 87109 USABuck Inst Res Aging, Novato, CA 94945 USA
Kerksick, Chad
Ogborn, Dan
论文数: 0引用数: 0
h-index: 0
机构:
McMaster Univ, McMaster Childrens Hosp, Med Ctr, Neuromuscular & Neurometab Unit, Hamilton, ON L8N 3Z5, CanadaBuck Inst Res Aging, Novato, CA 94945 USA
Ogborn, Dan
MacNeil, Lauren
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h-index: 0
机构:
McMaster Univ, McMaster Childrens Hosp, Med Ctr, Neuromuscular & Neurometab Unit, Hamilton, ON L8N 3Z5, CanadaBuck Inst Res Aging, Novato, CA 94945 USA
MacNeil, Lauren
Mooney, Sean D.
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机构:
Buck Inst Res Aging, Novato, CA 94945 USABuck Inst Res Aging, Novato, CA 94945 USA
机构:
Calif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USACalif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USA
Brusslan, Judy A.
Alvarez-Canterbury, Ana M. Rus
论文数: 0引用数: 0
h-index: 0
机构:
Calif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USACalif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USA
Alvarez-Canterbury, Ana M. Rus
Nair, Nishanth Ulhas
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Polytech Fed Lausanne, Sch Comp & Commun Sci, Lab Computat Biol & Bioinformat, Lausanne, SwitzerlandCalif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USA
Nair, Nishanth Ulhas
Rice, Judd C.
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h-index: 0
机构:
Univ So Calif, Norris Canc Ctr, Los Angeles, CA USACalif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USA
Rice, Judd C.
Hitchler, Michael J.
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h-index: 0
机构:
Kaiser Permanente, Dept Radiat Oncol, Los Angeles, CA USACalif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USA
Hitchler, Michael J.
Pellegrini, Matteo
论文数: 0引用数: 0
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机构:
Univ Calif Los Angeles, Dept Mol Cell & Dev Biol, Los Angeles, CA USACalif State Univ Long Beach, Dept Biol Sci, Long Beach, CA 90840 USA
机构:
Juntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, JapanJuntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, Japan
Yoshihara, Toshinori
Machida, Shuichi
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h-index: 0
机构:
Juntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, JapanJuntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, Japan
Machida, Shuichi
Tsuzuki, Takamasa
论文数: 0引用数: 0
h-index: 0
机构:
Meijo Univ, Fac Pharm, Tempaku Ku, 150 Yagotoyama, Nagoya, Aichi 4688503, JapanJuntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, Japan
Tsuzuki, Takamasa
Kakigi, Ryo
论文数: 0引用数: 0
h-index: 0
机构:
Juntendo Univ, Fac Med, Bunkyo Ku, 2-1-1 Hongo, Tokyo 1138421, JapanJuntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, Japan
Kakigi, Ryo
Chang, Shuo-wen
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h-index: 0
机构:
Juntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, JapanJuntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, Japan
Chang, Shuo-wen
Sugiura, Takao
论文数: 0引用数: 0
h-index: 0
机构:
Yamaguchi Univ, Fac Educ, 1677-1 Yoshida, Yamaguchi 7538513, JapanJuntendo Univ, Grad Sch Hlth & Sports Sci, 1-1 Hirakagakuendai, Chiba 2701695, Japan
机构:
Medical Genetics Research Center, Russian Academy of Medical Sciences, MoscowMedical Genetics Research Center, Russian Academy of Medical Sciences, Moscow
Smirnikhina S.A.
Voronina E.S.
论文数: 0引用数: 0
h-index: 0
机构:
Medical Genetics Research Center, Russian Academy of Medical Sciences, MoscowMedical Genetics Research Center, Russian Academy of Medical Sciences, Moscow
Voronina E.S.
Lavrov A.V.
论文数: 0引用数: 0
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机构:
Medical Genetics Research Center, Russian Academy of Medical Sciences, MoscowMedical Genetics Research Center, Russian Academy of Medical Sciences, Moscow
Lavrov A.V.
Bochkov N.P.
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机构:
Medical Genetics Research Center, Russian Academy of Medical Sciences, MoscowMedical Genetics Research Center, Russian Academy of Medical Sciences, Moscow
机构:
Univ Chicago, Dept Human Genet, Chicago, IL 60637 USAUniv Chicago, Dept Human Genet, Chicago, IL 60637 USA
Pai, Athma A.
Bell, Jordana T.
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机构:
Univ Chicago, Dept Human Genet, Chicago, IL 60637 USAUniv Chicago, Dept Human Genet, Chicago, IL 60637 USA
Bell, Jordana T.
Marioni, John C.
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机构:
Univ Chicago, Dept Human Genet, Chicago, IL 60637 USAUniv Chicago, Dept Human Genet, Chicago, IL 60637 USA
Marioni, John C.
Pritchard, Jonathan K.
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h-index: 0
机构:
Univ Chicago, Dept Human Genet, Chicago, IL 60637 USA
Univ Chicago, Howard Hughes Med Inst, Chicago, IL 60637 USAUniv Chicago, Dept Human Genet, Chicago, IL 60637 USA
Pritchard, Jonathan K.
Gilad, Yoav
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h-index: 0
机构:
Univ Chicago, Dept Human Genet, Chicago, IL 60637 USAUniv Chicago, Dept Human Genet, Chicago, IL 60637 USA
机构:
Shantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Shantou Univ, Guangdong Prov Key Lab Infect Dis & Mol Immunopath, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Lin, Runhua
Qian, Yanli
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机构:
Shantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Qian, Yanli
Zhang, Jinhai
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h-index: 0
机构:
Shantou Univ, Dept Gastrointestinal Surg, Affiliated Hosp 1, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Zhang, Jinhai
Xia, Di
论文数: 0引用数: 0
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机构:
Shantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Xia, Di
Guo, Dongming
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Dept Gastrointestinal Surg, Affiliated Hosp 1, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Guo, Dongming
Hong, Liangli
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Dept Pathol, Affiliated Hosp 1, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Hong, Liangli
Qing, Bojuan
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h-index: 0
机构:
Shantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Qing, Bojuan
Xu, Muming
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h-index: 0
机构:
Shantou Univ, Dept Abdominal Surg, Affiliated Canc Hosp, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Xu, Muming
Huang, Yiteng
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Hlth Care Ctr, Affiliated Hosp 1, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Huang, Yiteng
Lin, Wenting
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h-index: 0
机构:
Shantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Lin, Wenting
Chen, Guangcan
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Dept Gastrointestinal Surg, Affiliated Hosp 1, Med Coll, Shantou, Peoples R China
Shantou Univ, Dept Gastrointestinal Surg, Affiliated Hosp 1, Med Coll, 57 Changping Rd, Shantou, Guangdong, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China
Chen, Guangcan
Liu, Shuhui
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h-index: 0
机构:
Shantou Univ, Guangdong Prov Key Lab Infect Dis & Mol Immunopath, Med Coll, Shantou, Peoples R China
Shantou Univ, Dept Pathol, Guangdong Prov Key Lab Infect Dis & Mol Immunopath, Med Coll, 22 Xinling Rd, Shantou, Guangdong, Peoples R ChinaShantou Univ, Dept Pathol, Med Coll, Shantou, Peoples R China