5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic biomarkers for human cancers

DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene efpression in mammals. Given their prevalence in the human genome, close correlation with gene expression and high chemical stability, these DNA epigenetic marks could...

Full description

Saved in:
Bibliographic Details
Published inCell research Vol. 27; no. 10; pp. 1243 - 1257
Main Authors Li, Wenshuai, Zhang, Xu, Lu, Xingyu, You, Lei, Song, Yanqun, Luo, Zhongguang, Zhang, Jun, Nie, Ji, Zheng, Wanwei, Xu, Diannan, Wang, Yaping, Dong, Yuanqiang, Yu, Shulin, Hong, Jun, Shi, Jianping, Hao, Hankun, Luo, Fen, Hua, Luchun, Wang, Peng, Qian, Xiaoping, Yuan, Fang, Wei, Lianhuan, Cui, Ming, Zhang, Taiping, Liao, Quan, Dai, Menghua, Liu, Ziwen, Chen, Ge, Meckel, Katherine, Adhikari, Sarbani, Jia, Guifang, Bissonnette, Marc B, Zhang, Xinxiang, Zhao, Yupei, Zhang, Wei, He, Chuan, Liu, Jie
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 01.10.2017
Nature Publishing Group
Subjects
Online AccessGet full text

Cover

Loading…
Abstract DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene efpression in mammals. Given their prevalence in the human genome, close correlation with gene expression and high chemical stability, these DNA epigenetic marks could serve as ideal biomarkers for cancer diagnosis. Taking advantage of a highly sensitive and selective chemical labeling technology, we report here the genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) and in genomic DNA (gDNA) of paired tumor and adjacent tissues collected from a cohort of 260 patients recently diagnosed with colorectal, gastric, pancreatic, liv- er or thyroid cancer and normal tissues from 90 healthy individuals. 5hmC was mainly distributed in transcriptionally active regions coincident with open chromatin and permissive histone modifications. Robust cancer-associated 5hmC signatures were identified in cfDNA that were characteristic for specific cancer types. 5hmC-based biomarkers of cir- culating cfDNA were highly predictive of colorectal and gastric cancers and were superior to conventional biomarkers and comparable to 5hmC biomarkers from tissue biopsies. Thus, this new strategy could lead to the development of effective, minimally invasive methods for diagnosis and prognosis of cancer from the analyses of blood samples.
AbstractList DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene expression in mammals. Given their prevalence in the human genome, close correlation with gene expression and high chemical stability, these DNA epigenetic marks could serve as ideal biomarkers for cancer diagnosis. Taking advantage of a highly sensitive and selective chemical labeling technology, we report here the genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) and in genomic DNA (gDNA) of paired tumor and adjacent tissues collected from a cohort of 260 patients recently diagnosed with colorectal, gastric, pancreatic, liver or thyroid cancer and normal tissues from 90 healthy individuals. 5hmC was mainly distributed in transcriptionally active regions coincident with open chromatin and permissive histone modifications. Robust cancer-associated 5hmC signatures were identified in cfDNA that were characteristic for specific cancer types. 5hmC-based biomarkers of circulating cfDNA were highly predictive of colorectal and gastric cancers and were superior to conventional biomarkers and comparable to 5hmC biomarkers from tissue biopsies. Thus, this new strategy could lead to the development of effective, minimally invasive methods for diagnosis and prognosis of cancer from the analyses of blood samples.
DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene efpression in mammals. Given their prevalence in the human genome, close correlation with gene expression and high chemical stability, these DNA epigenetic marks could serve as ideal biomarkers for cancer diagnosis. Taking advantage of a highly sensitive and selective chemical labeling technology, we report here the genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) and in genomic DNA (gDNA) of paired tumor and adjacent tissues collected from a cohort of 260 patients recently diagnosed with colorectal, gastric, pancreatic, liv- er or thyroid cancer and normal tissues from 90 healthy individuals. 5hmC was mainly distributed in transcriptionally active regions coincident with open chromatin and permissive histone modifications. Robust cancer-associated 5hmC signatures were identified in cfDNA that were characteristic for specific cancer types. 5hmC-based biomarkers of cir- culating cfDNA were highly predictive of colorectal and gastric cancers and were superior to conventional biomarkers and comparable to 5hmC biomarkers from tissue biopsies. Thus, this new strategy could lead to the development of effective, minimally invasive methods for diagnosis and prognosis of cancer from the analyses of blood samples.
DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene expression in mammals. Given their prevalence in the human genome, close correlation with gene expression and high chemical stability, these DNA epigenetic marks could serve as ideal biomarkers for cancer diagnosis. Taking advantage of a highly sensitive and selective chemical labeling technology, we report here the genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) and in genomic DNA (gDNA) of paired tumor and adjacent tissues collected from a cohort of 260 patients recently diagnosed with colorectal, gastric, pancreatic, liver or thyroid cancer and normal tissues from 90 healthy individuals. 5hmC was mainly distributed in transcriptionally active regions coincident with open chromatin and permissive histone modifications. Robust cancer-associated 5hmC signatures were identified in cfDNA that were characteristic for specific cancer types. 5hmC-based biomarkers of circulating cfDNA were highly predictive of colorectal and gastric cancers and were superior to conventional biomarkers and comparable to 5hmC biomarkers from tissue biopsies. Thus, this new strategy could lead to the development of effective, minimally invasive methods for diagnosis and prognosis of cancer from the analyses of blood samples.DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene expression in mammals. Given their prevalence in the human genome, close correlation with gene expression and high chemical stability, these DNA epigenetic marks could serve as ideal biomarkers for cancer diagnosis. Taking advantage of a highly sensitive and selective chemical labeling technology, we report here the genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) and in genomic DNA (gDNA) of paired tumor and adjacent tissues collected from a cohort of 260 patients recently diagnosed with colorectal, gastric, pancreatic, liver or thyroid cancer and normal tissues from 90 healthy individuals. 5hmC was mainly distributed in transcriptionally active regions coincident with open chromatin and permissive histone modifications. Robust cancer-associated 5hmC signatures were identified in cfDNA that were characteristic for specific cancer types. 5hmC-based biomarkers of circulating cfDNA were highly predictive of colorectal and gastric cancers and were superior to conventional biomarkers and comparable to 5hmC biomarkers from tissue biopsies. Thus, this new strategy could lead to the development of effective, minimally invasive methods for diagnosis and prognosis of cancer from the analyses of blood samples.
Author Wenshuai Li;Xu Zhang;Xingyu Lu;Lei You;Yanqun Song;Zhongguang Luo;Jun Zhang;Ji Nie;Wanwei Zheng;Diannan Xu;Yaping Wang;Yuanqiang Dong;Shulin Yu;Jun Hong;Jianping Shi;Hankun Hao;Fen Luo;Luchun Hua;Peng Wang;Xiaoping Qian;Fang Yuan;Lianhuan Wei;Ming Cui;Taiping Zhang;Quan Liao;Menghua Dai;Ziwen Liu;Ge Chen;Katherine Meckel;Sarbani Adhikari;Guifang Jia;Marc B Bissonnette;Xinxiang Zhang;Yupei Zhao;Wei Zhang;Chuan He;Jie Liu
AuthorAffiliation Department of Digestive Diseases, Huashan Hospital Fudan University, Shanghai 200040, China;Section of Hematology/Oncology, Department of Medicine, University of Illinois, Chicago, IL 60612, USA;Department of Chemistry, Department of Biochemistry and Molecular Biology, and Institute for Biophysical Dynamics, Howard Hughes Medical Institute, The University of Chicago, Chicago, IL 60637, USA;Shanghai Epican Genetech, Co. Ltd., Zhangjiang Hi-Tech Park, Shanghai 201203, China;Department of General Surgery, Peking Union Medical College Hospital Chinese Academy of Medical Sciences, Beijing 100730, China;Department of General Surgery, Huashan Hospital Fudan University, Shanghai 200040, China;Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai 200032, China;Department of Digestive Diseases, Pudong Hospital Fudan University, Shanghai 201399, China;Department of Oncology, Nanjing Drum Tower Hospital Nanjing University Medical School Nanjing 210008, China;Beijin
Author_xml – sequence: 1
  givenname: Wenshuai
  surname: Li
  fullname: Li, Wenshuai
  organization: Department of Digestive Diseases, Huashan Hospital, Fudan University
– sequence: 2
  givenname: Xu
  surname: Zhang
  fullname: Zhang, Xu
  organization: Department of Medicine, Section of Hematology/Oncology, University of Illinois
– sequence: 3
  givenname: Xingyu
  surname: Lu
  fullname: Lu, Xingyu
  organization: Department of Chemistry, Department of Biochemistry and Molecular Biology, and Institute for Biophysical Dynamics, Howard Hughes Medical Institute, The University of Chicago, Shanghai Epican Genetech, Co. Ltd
– sequence: 4
  givenname: Lei
  surname: You
  fullname: You, Lei
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 5
  givenname: Yanqun
  surname: Song
  fullname: Song, Yanqun
  organization: Shanghai Epican Genetech, Co. Ltd
– sequence: 6
  givenname: Zhongguang
  surname: Luo
  fullname: Luo, Zhongguang
  organization: Department of Digestive Diseases, Huashan Hospital, Fudan University
– sequence: 7
  givenname: Jun
  surname: Zhang
  fullname: Zhang, Jun
  organization: Department of Digestive Diseases, Huashan Hospital, Fudan University
– sequence: 8
  givenname: Ji
  surname: Nie
  fullname: Nie, Ji
  organization: Department of Chemistry, Department of Biochemistry and Molecular Biology, and Institute for Biophysical Dynamics, Howard Hughes Medical Institute, The University of Chicago
– sequence: 9
  givenname: Wanwei
  surname: Zheng
  fullname: Zheng, Wanwei
  organization: Department of Digestive Diseases, Huashan Hospital, Fudan University
– sequence: 10
  givenname: Diannan
  surname: Xu
  fullname: Xu, Diannan
  organization: Department of Digestive Diseases, Huashan Hospital, Fudan University
– sequence: 11
  givenname: Yaping
  surname: Wang
  fullname: Wang, Yaping
  organization: Department of General Surgery, Huashan Hospital, Fudan University
– sequence: 12
  givenname: Yuanqiang
  surname: Dong
  fullname: Dong, Yuanqiang
  organization: Department of General Surgery, Huashan Hospital, Fudan University
– sequence: 13
  givenname: Shulin
  surname: Yu
  fullname: Yu, Shulin
  organization: Department of Integrative Oncology, Shanghai Cancer Center, Fudan University
– sequence: 14
  givenname: Jun
  surname: Hong
  fullname: Hong, Jun
  organization: Department of General Surgery, Huashan Hospital, Fudan University
– sequence: 15
  givenname: Jianping
  surname: Shi
  fullname: Shi, Jianping
  organization: Department of Digestive Diseases, Pudong Hospital, Fudan University
– sequence: 16
  givenname: Hankun
  surname: Hao
  fullname: Hao, Hankun
  organization: Department of General Surgery, Huashan Hospital, Fudan University
– sequence: 17
  givenname: Fen
  surname: Luo
  fullname: Luo, Fen
  organization: Department of General Surgery, Huashan Hospital, Fudan University
– sequence: 18
  givenname: Luchun
  surname: Hua
  fullname: Hua, Luchun
  organization: Department of General Surgery, Huashan Hospital, Fudan University
– sequence: 19
  givenname: Peng
  surname: Wang
  fullname: Wang, Peng
  organization: Department of Integrative Oncology, Shanghai Cancer Center, Fudan University
– sequence: 20
  givenname: Xiaoping
  surname: Qian
  fullname: Qian, Xiaoping
  organization: Department of Oncology, Nanjing Drum Tower Hospital, Nanjing University Medical School
– sequence: 21
  givenname: Fang
  surname: Yuan
  fullname: Yuan, Fang
  organization: Beijing National Laboratory for Molecular Sciences, College of Chemistry, Peking University, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, Peking University
– sequence: 22
  givenname: Lianhuan
  surname: Wei
  fullname: Wei, Lianhuan
  organization: Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, Peking University
– sequence: 23
  givenname: Ming
  surname: Cui
  fullname: Cui, Ming
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 24
  givenname: Taiping
  surname: Zhang
  fullname: Zhang, Taiping
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 25
  givenname: Quan
  surname: Liao
  fullname: Liao, Quan
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 26
  givenname: Menghua
  surname: Dai
  fullname: Dai, Menghua
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 27
  givenname: Ziwen
  surname: Liu
  fullname: Liu, Ziwen
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 28
  givenname: Ge
  surname: Chen
  fullname: Chen, Ge
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 29
  givenname: Katherine
  surname: Meckel
  fullname: Meckel, Katherine
  organization: Department of Medicine, The University of Chicago
– sequence: 30
  givenname: Sarbani
  surname: Adhikari
  fullname: Adhikari, Sarbani
  organization: Department of Medicine, The University of Chicago
– sequence: 31
  givenname: Guifang
  surname: Jia
  fullname: Jia, Guifang
  organization: Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, Peking University, Department of Chemical Biology, Structure and Function Biomolecules Center, College of Chemistry and Molecular Engineering, Peking University
– sequence: 32
  givenname: Marc B
  surname: Bissonnette
  fullname: Bissonnette, Marc B
  organization: Department of Medicine, The University of Chicago
– sequence: 33
  givenname: Xinxiang
  surname: Zhang
  fullname: Zhang, Xinxiang
  organization: Beijing National Laboratory for Molecular Sciences, College of Chemistry, Peking University, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, Peking University
– sequence: 34
  givenname: Yupei
  surname: Zhao
  fullname: Zhao, Yupei
  organization: Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences
– sequence: 35
  givenname: Wei
  surname: Zhang
  fullname: Zhang, Wei
  email: wei.zhang1@northwestern.edu
  organization: Department of Preventive Medicine and The Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine
– sequence: 36
  givenname: Chuan
  surname: He
  fullname: He, Chuan
  email: chuanhe@uchicago.edu
  organization: Department of Chemistry, Department of Biochemistry and Molecular Biology, and Institute for Biophysical Dynamics, Howard Hughes Medical Institute, The University of Chicago, Beijing National Laboratory for Molecular Sciences, College of Chemistry, Peking University
– sequence: 37
  givenname: Jie
  surname: Liu
  fullname: Liu, Jie
  email: jieliu@fudan.edu.cn
  organization: Department of Digestive Diseases, Huashan Hospital, Fudan University, Department of Immunology, State Key Laboratory of Genetic Engineering, Institutes of Biomedical Sciences, Fudan University
BackLink https://www.ncbi.nlm.nih.gov/pubmed/28925386$$D View this record in MEDLINE/PubMed
BookMark eNp1kUtv1DAUhSNURB-wYo8s2CBBBr8fm0pVCxSpgg2sLY_jZDwkdmsniPz7OpphVCpY2bK_c-65OqfVUYjBVdVLBFcIEvnBphWGSKwQRk-qEySorIUk8qjcIUQ15BAfV6c5byHEjDL0rDrGUmFGJD-ptqy-npsUf8-DGzdzb-cxZh8cyL4LZpySy8AHYH2yU29GHzpgXd_XbXIOXH29ACaDxpsuxDx6C9Y-Dib9dCmDNiawmQZTxCbY8vK8etqaPrsX-_Os-vHp4_fL6_rm2-cvlxc3tWVEjXULJaV4bRSVDWeMCo4aJig3AhvBW9wa19hGKaPgGlokkWhQy0lrubDKUkzOqvOd7-20HgrrwphMr2-TL9FmHY3Xf_8Ev9Fd_KUZJ5BLUgze7g1SvJtcHvXg87K1CS5OWSNFIVOcUFXQN4_QbZxSKOstlKAKErxQrx4mOkT5U0MB3u0Am2LOybUHBEG9lKxt0kvJupRcaPSItn4s3cRlHd__R_N-p8nFOXQuPQj6T_z1fsQmhu6uKA6JuCBMCo4luQfXXsUq
CitedBy_id crossref_primary_10_1016_j_tranon_2023_101694
crossref_primary_10_1002_anie_202413872
crossref_primary_10_1016_j_jmoldx_2024_06_007
crossref_primary_10_1016_j_molmed_2020_12_011
crossref_primary_10_1016_j_xinn_2020_100066
crossref_primary_10_1021_acs_analchem_9b04920
crossref_primary_10_1016_j_jgg_2018_02_003
crossref_primary_10_1016_j_gpb_2019_05_005
crossref_primary_10_1016_j_cll_2018_02_009
crossref_primary_10_1016_j_jgg_2018_02_007
crossref_primary_10_1039_C9SC02807B
crossref_primary_10_1186_s12885_021_08497_x
crossref_primary_10_1007_s00415_024_12766_7
crossref_primary_10_1177_1756284820931734
crossref_primary_10_1016_j_gendis_2018_01_002
crossref_primary_10_2217_epi_2021_0063
crossref_primary_10_1158_1078_0432_CCR_19_2829
crossref_primary_10_1016_j_ebiom_2023_104962
crossref_primary_10_1038_s41416_023_02317_8
crossref_primary_10_1038_s43018_020_0043_5
crossref_primary_10_1136_lupus_2024_001286
crossref_primary_10_3390_jcm9010286
crossref_primary_10_3389_fcell_2024_1387959
crossref_primary_10_1002_tcr_201800040
crossref_primary_10_1186_s13104_022_06028_w
crossref_primary_10_1002_smtd_201800474
crossref_primary_10_1186_s13148_022_01344_1
crossref_primary_10_1007_s10555_019_09825_1
crossref_primary_10_1016_j_scib_2024_06_010
crossref_primary_10_1038_s41525_021_00179_8
crossref_primary_10_1089_thy_2018_0458
crossref_primary_10_1016_j_bios_2021_113110
crossref_primary_10_1038_s41598_022_20975_1
crossref_primary_10_1186_s13148_024_01726_7
crossref_primary_10_1186_s40364_025_00751_9
crossref_primary_10_1016_j_bios_2022_114288
crossref_primary_10_1186_s40246_020_00265_5
crossref_primary_10_1097_JP9_0000000000000093
crossref_primary_10_1016_j_molmet_2021_101314
crossref_primary_10_1186_s13148_022_01360_1
crossref_primary_10_3389_fendo_2021_736068
crossref_primary_10_1016_j_ejca_2024_114294
crossref_primary_10_1002_1878_0261_13628
crossref_primary_10_1016_j_clon_2020_05_022
crossref_primary_10_3349_ymj_2019_60_11_1013
crossref_primary_10_1080_15592294_2022_2145068
crossref_primary_10_1002_mco2_329
crossref_primary_10_1186_s12957_025_03747_9
crossref_primary_10_1016_j_ygyno_2024_01_001
crossref_primary_10_1038_s41587_022_01447_3
crossref_primary_10_1093_database_baad042
crossref_primary_10_1093_mutage_gez023
crossref_primary_10_1007_s11426_023_1727_9
crossref_primary_10_1186_s12935_024_03209_4
crossref_primary_10_1186_s12943_019_0989_z
crossref_primary_10_1007_s10120_024_01493_7
crossref_primary_10_1021_acssensors_4c03312
crossref_primary_10_3390_cells13080715
crossref_primary_10_1002_path_6047
crossref_primary_10_1039_D4CB00034J
crossref_primary_10_1111_jcmm_14252
crossref_primary_10_3389_fonc_2023_1164517
crossref_primary_10_1080_15592294_2025_2473250
crossref_primary_10_1038_s41467_020_18965_w
crossref_primary_10_1039_C8RA10138H
crossref_primary_10_1186_s13148_020_00898_2
crossref_primary_10_1016_j_copbio_2018_07_002
crossref_primary_10_1007_s11033_024_09714_z
crossref_primary_10_1002_ctm2_70114
crossref_primary_10_31083_j_fbl2906205
crossref_primary_10_3390_ijms22147707
crossref_primary_10_3390_cells13040298
crossref_primary_10_3389_fimmu_2022_958360
crossref_primary_10_3390_cancers11111741
crossref_primary_10_1016_j_diamond_2024_111194
crossref_primary_10_1039_D0CC00167H
crossref_primary_10_1080_15592294_2020_1805693
crossref_primary_10_1126_sciadv_abb5427
crossref_primary_10_1093_noajnl_vdac021
crossref_primary_10_3390_cancers14194882
crossref_primary_10_3390_ijms23052657
crossref_primary_10_2139_ssrn_4019237
crossref_primary_10_1186_s13148_022_01323_6
crossref_primary_10_3748_wjg_v27_i34_5666
crossref_primary_10_1002_cac2_12118
crossref_primary_10_1039_D1RA07201C
crossref_primary_10_1038_s41422_018_0014_x
crossref_primary_10_1152_physiolgenomics_00086_2020
crossref_primary_10_3390_cells10102632
crossref_primary_10_3389_fcell_2022_845641
crossref_primary_10_1021_acs_analchem_2c04485
crossref_primary_10_1182_bloodadvances_2019000175
crossref_primary_10_1093_noajnl_vdab049
crossref_primary_10_1021_acsnano_8b03023
crossref_primary_10_1038_s41416_021_01594_5
crossref_primary_10_1016_j_cmet_2020_10_021
crossref_primary_10_1002_ctd2_136
crossref_primary_10_3390_cancers11081152
crossref_primary_10_1002_hep_32442
crossref_primary_10_1016_j_gpb_2018_06_002
crossref_primary_10_1530_ERC_19_0093
crossref_primary_10_1038_s41388_022_02213_0
crossref_primary_10_1111_eva_13699
crossref_primary_10_1021_jacsau_4c01184
crossref_primary_10_1016_j_biopha_2022_113674
crossref_primary_10_1038_s41416_022_01881_9
crossref_primary_10_1002_jssc_201801100
crossref_primary_10_1186_s13148_020_00953_y
crossref_primary_10_4251_wjgo_v14_i1_90
crossref_primary_10_1016_j_eng_2021_02_020
crossref_primary_10_3389_fonc_2022_977618
crossref_primary_10_3390_genes14081636
crossref_primary_10_1097_MD_0000000000034860
crossref_primary_10_3389_fonc_2020_01119
crossref_primary_10_1016_j_csbj_2021_12_001
crossref_primary_10_1016_j_ccell_2019_09_003
crossref_primary_10_1515_labmed_2022_0030
crossref_primary_10_1515_labmed_2022_0031
crossref_primary_10_1007_s11426_023_1729_2
crossref_primary_10_1186_s12916_020_01667_x
crossref_primary_10_2217_epi_2022_0177
crossref_primary_10_1200_PO_18_00402
crossref_primary_10_3390_cells12060935
crossref_primary_10_1186_s13148_021_01183_6
crossref_primary_10_4251_wjgo_v13_i4_197
crossref_primary_10_1016_j_chembiol_2023_12_003
crossref_primary_10_1016_j_esmoop_2020_100021
crossref_primary_10_1038_s41419_023_06329_3
crossref_primary_10_2217_epi_2018_0066
crossref_primary_10_17998_jlc_2022_09_19
crossref_primary_10_3389_fcell_2021_744990
crossref_primary_10_1016_j_bbcan_2022_188729
crossref_primary_10_1016_j_envpol_2020_114607
crossref_primary_10_1200_PO_21_00337
crossref_primary_10_3389_fonc_2024_1341997
crossref_primary_10_3892_ol_2019_10531
crossref_primary_10_1016_j_aca_2024_342463
crossref_primary_10_1016_j_canlet_2023_216365
crossref_primary_10_1002_cbic_201900035
crossref_primary_10_2139_ssrn_4068454
crossref_primary_10_3389_fendo_2022_910907
crossref_primary_10_1021_jacs_8b08297
crossref_primary_10_2139_ssrn_4068455
crossref_primary_10_1002_path_5682
crossref_primary_10_1146_annurev_biochem_080120_021109
crossref_primary_10_1146_annurev_cancerbio_030419_033357
crossref_primary_10_1016_j_yamp_2018_06_010
crossref_primary_10_1016_j_talanta_2019_120597
crossref_primary_10_1016_j_heliyon_2024_e34288
crossref_primary_10_1002_1878_0261_12833
crossref_primary_10_1007_s00432_021_03641_3
crossref_primary_10_1126_sciadv_adi0197
crossref_primary_10_1039_D4SC08660K
crossref_primary_10_3389_fonc_2021_662094
crossref_primary_10_1021_acs_jpcb_8b07830
crossref_primary_10_3389_fcell_2021_781267
crossref_primary_10_3389_fmolb_2020_599340
crossref_primary_10_1007_s11060_018_2845_1
crossref_primary_10_1038_s41598_022_16685_3
crossref_primary_10_1002_pbc_28758
crossref_primary_10_1136_gutjnl_2019_320298
crossref_primary_10_1038_s41392_023_01537_x
crossref_primary_10_1002_smtd_202100061
crossref_primary_10_3390_epigenomes3030016
crossref_primary_10_1136_jitc_2023_008028
crossref_primary_10_3390_biom14111346
crossref_primary_10_1093_nar_gkz715
crossref_primary_10_1200_PO_24_00277
crossref_primary_10_1080_10408363_2019_1639129
crossref_primary_10_1155_2018_8764384
crossref_primary_10_3390_cancers14071810
crossref_primary_10_3233_JAD_221113
crossref_primary_10_1186_s12964_020_0510_8
crossref_primary_10_1021_acs_analchem_4c02621
crossref_primary_10_1200_PO_23_00297
crossref_primary_10_3390_diagnostics12081834
crossref_primary_10_1016_j_heliyon_2022_e11022
crossref_primary_10_1002_ange_202413872
crossref_primary_10_1002_cam4_70477
crossref_primary_10_1016_j_snb_2022_131500
crossref_primary_10_1111_cpr_12626
crossref_primary_10_1093_bib_bby029
crossref_primary_10_1186_s13148_020_0810_2
crossref_primary_10_3390_cancers12030539
crossref_primary_10_1210_jendso_bvaf006
crossref_primary_10_1136_gutjnl_2019_318882
crossref_primary_10_3390_genes11010014
crossref_primary_10_1016_j_cgh_2023_03_016
crossref_primary_10_1016_j_canlet_2021_08_036
crossref_primary_10_3390_cancers15030859
crossref_primary_10_1021_acs_analchem_0c05419
crossref_primary_10_1002_elps_202100194
crossref_primary_10_1016_j_aca_2018_08_035
crossref_primary_10_1186_s12863_022_01061_x
crossref_primary_10_3389_fcell_2021_639233
crossref_primary_10_3390_ijms232214197
crossref_primary_10_1002_adtp_201900184
crossref_primary_10_1186_s13148_022_01233_7
crossref_primary_10_3390_cancers13236039
crossref_primary_10_1038_s41467_021_24425_w
crossref_primary_10_3892_etm_2018_6856
crossref_primary_10_1016_j_taap_2023_116582
crossref_primary_10_1039_D0AN01981J
crossref_primary_10_1158_2643_3230_BCD_21_0143
crossref_primary_10_1016_j_copbio_2018_09_008
crossref_primary_10_1007_s13238_020_00733_7
crossref_primary_10_1038_s41551_021_00746_5
crossref_primary_10_2217_fon_2017_0682
crossref_primary_10_3390_genes15091160
crossref_primary_10_1002_smtd_202300747
crossref_primary_10_1093_bioinformatics_btae528
crossref_primary_10_12688_f1000research_17956_1
crossref_primary_10_1016_j_snb_2023_135098
crossref_primary_10_1016_j_celrep_2024_114815
crossref_primary_10_1186_s13148_023_01451_7
crossref_primary_10_1186_s40478_023_01619_5
crossref_primary_10_1158_1078_0432_CCR_24_0199
crossref_primary_10_1146_annurev_bioeng_110222_111259
crossref_primary_10_1373_clinchem_2019_305508
crossref_primary_10_1002_ctm2_70189
crossref_primary_10_1016_j_cej_2024_153084
crossref_primary_10_3390_diagnostics12092147
crossref_primary_10_1186_s13287_019_1243_8
crossref_primary_10_5713_ab_23_0323
crossref_primary_10_1038_s41467_020_20001_w
crossref_primary_10_1039_C9AN00935C
crossref_primary_10_1080_14737159_2018_1545576
crossref_primary_10_3389_fgene_2021_654887
crossref_primary_10_1016_j_mtchem_2022_100878
crossref_primary_10_1089_gtmb_2021_0024
crossref_primary_10_1002_mas_21865
crossref_primary_10_1016_j_bios_2023_115611
crossref_primary_10_1515_medgen_2023_2065
crossref_primary_10_1002_ctm2_1518
crossref_primary_10_1093_nar_gkad777
crossref_primary_10_1021_acs_analchem_4c05147
crossref_primary_10_3389_fcell_2021_622459
crossref_primary_10_1039_D3CS00858D
crossref_primary_10_1080_15592294_2023_2271692
crossref_primary_10_1016_j_cca_2025_120257
crossref_primary_10_1007_s40883_019_00141_2
crossref_primary_10_1038_s41575_022_00620_y
crossref_primary_10_3389_fcell_2024_1489836
crossref_primary_10_3892_ol_2019_10432
crossref_primary_10_1016_j_ygeno_2020_11_014
crossref_primary_10_3390_pathogens9121006
crossref_primary_10_17925_USE_2019_15_1_39
crossref_primary_10_1007_s12668_023_01216_9
crossref_primary_10_1016_j_jmoldx_2023_09_004
crossref_primary_10_3390_epigenomes1030019
crossref_primary_10_1002_adfm_202313118
crossref_primary_10_1038_s41576_022_00559_5
crossref_primary_10_1016_j_ctrv_2021_102193
crossref_primary_10_1021_acschembio_3c00251
crossref_primary_10_1155_2022_3798741
Cites_doi 10.1038/ng.3805
10.3322/caac.20085
10.1093/nar/gkv1070
10.1038/nature09586
10.1186/1471-2105-12-77
10.1093/bioinformatics/btu170
10.1038/nrg3080
10.1186/gb4143
10.1038/nature11247
10.1038/nature09303
10.1534/genetics.113.151381
10.1016/j.cell.2011.03.022
10.1093/nar/gkn923
10.1016/j.stem.2011.01.008
10.1038/nbt.1732
10.1038/ng1089
10.1038/nchem.2064
10.1111/acel.12349
10.1016/j.molcel.2016.06.028
10.1038/leu.2011.134
10.1039/C5CC10155G
10.1093/bioinformatics/bts635
10.1038/cr.2008.316
10.1038/nature10102
10.1126/science.1169786
10.1002/anie.201103899
10.1097/FPC.0b013e3280121ffe
10.18637/jss.v033.i01
10.1016/j.cell.2012.04.027
10.1073/pnas.1313995110
10.1093/bioinformatics/bti623
10.1126/science.1210944
10.1093/bioinformatics/btt656
10.1158/2159-8290.CD-15-1483
10.1038/nrd4253
10.1038/nature09934
10.1186/s13059-014-0550-8
10.1038/nature10008
10.1038/nbt.3598
10.1101/gr.135350.111
10.1086/301800
10.1214/aos/1013699998
10.1126/science.1170116
10.1126/science.1220671
10.1136/gutjnl-2012-304149
10.1126/science.1210597
10.1038/cr.2015.126
10.1038/nmeth.1923
ContentType Journal Article
Copyright The Author(s) 2017
Copyright Nature Publishing Group Oct 2017
Copyright © 2017 The Author(s) 2017 The Author(s)
Copyright_xml – notice: The Author(s) 2017
– notice: Copyright Nature Publishing Group Oct 2017
– notice: Copyright © 2017 The Author(s) 2017 The Author(s)
DBID 2RA
92L
CQIGP
W94
WU4
~WA
C6C
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7QO
7QP
7QR
7T5
7TK
7TM
7TO
7U9
7X7
7XB
88E
8FD
8FE
8FH
8FI
8FJ
8FK
ABUWG
AEUYN
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FR3
FYUFA
GHDGH
GNUQQ
H94
HCIFZ
K9.
LK8
M0S
M1P
M7N
M7P
P64
PHGZM
PHGZT
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
RC3
7X8
5PM
DOI 10.1038/cr.2017.121
DatabaseName 维普_期刊
中文科技期刊数据库-CALIS站点
维普中文期刊数据库
中文科技期刊数据库-自然科学
中文科技期刊数据库-自然科学-生物科学
中文科技期刊数据库- 镜像站点
Open Access Journals from Springer Nature
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Biotechnology Research Abstracts
Calcium & Calcified Tissue Abstracts
Chemoreception Abstracts
Immunology Abstracts
Neurosciences Abstracts
Nucleic Acids Abstracts
Oncogenes and Growth Factors Abstracts
Virology and AIDS Abstracts
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Medical Database (Alumni Edition)
Technology Research Database
ProQuest SciTech Collection
ProQuest Natural Science Collection
ProQuest Hospital Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest One Sustainability (subscription)
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central Korea
Engineering Research Database
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
AIDS and Cancer Research Abstracts
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
ProQuest Health & Medical Collection
Medical Database
Algology Mycology and Protozoology Abstracts (Microbiology C)
Biological Science Database
Biotechnology and BioEngineering Abstracts
ProQuest Central Premium
ProQuest One Academic
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Genetics Abstracts
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
ProQuest Central Student
Oncogenes and Growth Factors Abstracts
ProQuest Central Essentials
Nucleic Acids Abstracts
SciTech Premium Collection
ProQuest Central China
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
Health Research Premium Collection
Natural Science Collection
Health & Medical Research Collection
Biological Science Collection
Chemoreception Abstracts
ProQuest Central (New)
ProQuest Medical Library (Alumni)
Virology and AIDS Abstracts
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
Neurosciences Abstracts
ProQuest Hospital Collection (Alumni)
Biotechnology and BioEngineering Abstracts
ProQuest Health & Medical Complete
ProQuest One Academic UKI Edition
Engineering Research Database
ProQuest One Academic
Calcium & Calcified Tissue Abstracts
ProQuest One Academic (New)
Technology Research Database
ProQuest One Academic Middle East (New)
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Central
ProQuest Health & Medical Research Collection
Genetics Abstracts
Biotechnology Research Abstracts
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
Algology Mycology and Protozoology Abstracts (Microbiology C)
AIDS and Cancer Research Abstracts
ProQuest SciTech Collection
ProQuest Medical Library
Immunology Abstracts
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList

ProQuest Central Student
MEDLINE - Academic
MEDLINE

Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 4
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
DocumentTitleAlternate 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic biomarkers for human cancers
5-Hydroxymethylcytosines from circulating cell-free DNA
EISSN 1748-7838
EndPage 1257
ExternalDocumentID PMC5630683
28925386
10_1038_cr_2017_121
673587628
Genre Journal Article
GrantInformation_xml – fundername: NCI NIH HHS
  grantid: R01 CA164124
– fundername: NCI NIH HHS
  grantid: P30 CA060553
– fundername: NHGRI NIH HHS
  grantid: R01 HG006827
– fundername: NCATS NIH HHS
  grantid: UL1 TR002389
– fundername: NCI NIH HHS
  grantid: R21 CA187869
– fundername: NCI NIH HHS
  grantid: U01 CA217078
GroupedDBID ---
-01
-0A
-Q-
-SA
-S~
0R~
29B
2B.
2C.
2RA
2WC
36B
39C
3V.
4.4
406
53G
5GY
5VR
5XA
5XB
5XL
6J9
70F
7X7
88E
8FE
8FH
8FI
8FJ
92E
92I
92L
92M
92Q
93N
9D9
9DA
AADWK
AANZL
AATNV
AAWBL
AAYFA
AAYJO
AAZLF
ABAWZ
ABGIJ
ABJNI
ABUWG
ACAOD
ACBMV
ACBRV
ACBYP
ACGFO
ACGFS
ACIGE
ACIWK
ACKTT
ACPRK
ACRQY
ACTTH
ACVWB
ACZOJ
ADBBV
ADFRT
ADHDB
ADMDM
ADQMX
ADYYL
AEDAW
AEFTE
AEJRE
AENEX
AESKC
AEVLU
AEXYK
AFKRA
AFNRJ
AFRAH
AFSHS
AFUIB
AGEZK
AGGBP
AGHAI
AHMBA
AHSBF
AILAN
AJCLW
AJDOV
AJRNO
ALFFA
ALMA_UNASSIGNED_HOLDINGS
AMRJV
AMYLF
AOIJS
AXYYD
BAWUL
BBNVY
BENPR
BHPHI
BKKNO
BPHCQ
BVXVI
C1A
CAG
CAJEA
CAJUS
CCEZO
CCPQU
CCVFK
CHBEP
COF
CQIGP
CS3
CW9
DIK
DNIVK
DPUIP
DU5
E3Z
EBLON
EBS
EE.
EIOEI
EJD
EMB
EMOBN
F5P
FA0
FDQFY
FERAY
FIZPM
FSGXE
FYUFA
GX1
HCIFZ
HMCUK
HYE
HZ~
IWAJR
JSO
JUIAU
JZLTJ
KQ8
LK8
M1P
M7P
NAO
NQJWS
NXXTH
NYICJ
O9-
OK1
P2P
PQQKQ
PROAC
PSQYO
Q--
Q-0
R-A
RNS
RNT
RNTTT
RPM
RT1
S..
SNX
SNYQT
SOHCF
SRMVM
SV3
SWTZT
T8Q
TAOOD
TBHMF
TCJ
TDRGL
TGP
TR2
U1F
U1G
U5A
U5K
UKHRP
W94
WFFXF
WU4
XSB
~88
~WA
AACDK
AAHBH
AASML
AAXDM
AAYZH
ABAKF
ABZZP
ACMJI
AEFQL
AEMSY
AEUYN
AFBBN
AGQEE
AIGIU
ALIPV
C6C
FIGPU
LGEZI
LOTEE
NADUK
ROL
SOJ
AAYXX
ABBRH
ABDBE
ABFSG
ACMFV
ACSTC
AEZWR
AFDZB
AFHIU
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
PHGZM
PHGZT
CGR
CUY
CVF
ECM
EIF
NPM
7QO
7QP
7QR
7T5
7TK
7TM
7TO
7U9
7XB
8FD
8FK
ABRTQ
AZQEC
DWQXO
FR3
GNUQQ
H94
K9.
M7N
P64
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQUKI
PRINS
RC3
7X8
5PM
ID FETCH-LOGICAL-c539t-f08442ba948d6554761d5746a72a76f2faedcd99a90b0c1817d1f63fc67c9c423
IEDL.DBID C6C
ISSN 1001-0602
1748-7838
IngestDate Thu Aug 21 14:08:00 EDT 2025
Mon Jul 21 10:23:14 EDT 2025
Sat Aug 23 12:51:36 EDT 2025
Thu Apr 03 07:05:13 EDT 2025
Thu Apr 24 23:02:13 EDT 2025
Tue Jul 01 03:41:35 EDT 2025
Fri Feb 21 02:38:12 EST 2025
Wed Feb 14 09:56:57 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 10
Keywords 5hmC-Seal
cancer biomarker
liquid biopsy
5-hydroxymethylcytosine
circulating cell-free DNA
Language English
License This work is licensed under a Creative Commons Attribution 4.0 Unported License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c539t-f08442ba948d6554761d5746a72a76f2faedcd99a90b0c1817d1f63fc67c9c423
Notes DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene efpression in mammals. Given their prevalence in the human genome, close correlation with gene expression and high chemical stability, these DNA epigenetic marks could serve as ideal biomarkers for cancer diagnosis. Taking advantage of a highly sensitive and selective chemical labeling technology, we report here the genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) and in genomic DNA (gDNA) of paired tumor and adjacent tissues collected from a cohort of 260 patients recently diagnosed with colorectal, gastric, pancreatic, liv- er or thyroid cancer and normal tissues from 90 healthy individuals. 5hmC was mainly distributed in transcriptionally active regions coincident with open chromatin and permissive histone modifications. Robust cancer-associated 5hmC signatures were identified in cfDNA that were characteristic for specific cancer types. 5hmC-based biomarkers of cir- culating cfDNA were highly predictive of colorectal and gastric cancers and were superior to conventional biomarkers and comparable to 5hmC biomarkers from tissue biopsies. Thus, this new strategy could lead to the development of effective, minimally invasive methods for diagnosis and prognosis of cancer from the analyses of blood samples.
5-hydroxymethylcytosine; liquid biopsy; circulating cell-free DNA; cancer biomarker; 5hmC-Seal
31-1568
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
These four authors contributed equally to this work.
OpenAccessLink https://www.nature.com/articles/cr.2017.121
PMID 28925386
PQID 1947490329
PQPubID 536307
PageCount 15
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_5630683
proquest_miscellaneous_1940596349
proquest_journals_1947490329
pubmed_primary_28925386
crossref_primary_10_1038_cr_2017_121
crossref_citationtrail_10_1038_cr_2017_121
springer_journals_10_1038_cr_2017_121
chongqing_primary_673587628
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2017-10-01
PublicationDateYYYYMMDD 2017-10-01
PublicationDate_xml – month: 10
  year: 2017
  text: 2017-10-01
  day: 01
PublicationDecade 2010
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Cell research
PublicationTitleAbbrev Cell Res
PublicationTitleAlternate Cell Research
PublicationYear 2017
Publisher Nature Publishing Group UK
Nature Publishing Group
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
References Dobin, Davis, Schlesinger (CR43) 2013; 29
Benjamini, Yekutieli (CR42) 2001; 29
Moen, Zhang, Mu (CR40) 2013; 194
Tahiliani, Koh, Shen (CR6) 2009; 324
Bachman, Uribe-Lewis, Yang, Williams, Murrell, Balasubramanian (CR10) 2014; 6
Liao, Smyth, Shi (CR37) 2014; 30
Jaenisch, Bird (CR1) 2003; 33 Suppl
Song, Szulwach, Fu (CR18) 2011; 29
Chan, Jiang, Chan (CR26) 2013; 110
Robin, Turck, Hainard (CR46) 2011; 12
Sing, Sander, Beerenwinkel, Lengauer (CR45) 2005; 21
CR31
Song, Szulwach, Fu (CR29) 2011; 29
Ito, Shen, Dai (CR7) 2011; 333
Taby, Issa (CR3) 2010; 60
Jones, Goodman, Kobor (CR41) 2015; 14
Zhang, Bleibel, Roe, Cox, Eileen Dolan (CR39) 2007; 17
Padua, Massague (CR33) 2009; 19
Love, Huber, Anders (CR38) 2014; 15
Koh, Yabuuchi, Rao (CR15) 2011; 8
Yuan, Zhang, Nie, Chen, Zhou, Zhang (CR30) 2016; 52
Booth, Branco, Ficz (CR21) 2012; 336
Ficz, Branco, Seisenberger (CR13) 2011; 473
Wen, Li, Guo (CR27) 2015; 25
Bolger, Lohse, Usadel (CR35) 2014; 30
Lo, Tein, Lau (CR24) 1998; 62
Langmead, Salzberg (CR36) 2012; 9
Konstandin, Bultmann, Szwagierczak (CR23) 2011; 25
Yu, Hon, Szulwach (CR20) 2012; 149
Church, Wandell, Lofton-Day (CR32) 2014; 63
Ko, Huang, Jankowska (CR12) 2010; 468
Mooijman, Dey, Boisset, Crosetto, van Oudenaarden (CR16) 2016; 34
Harrow, Frankish, Gonzalez (CR47) 2012; 22
Wu, D'Alessio, Ito (CR19) 2011; 473
Pastor, Pape, Huang (CR17) 2011; 473
Pfaffeneder, Hackner, Truss (CR9) 2011; 50
Hussain, Aleksic, Blanco, Dietmann, Frye (CR4) 2013; 14
Kriaucionis, Heintz (CR5) 2009; 324
He, Li, Li (CR8) 2011; 333
Pattabiraman, Weinberg (CR34) 2014; 13
Kanehisa, Sato, Kawashima, Furumichi, Tanabe (CR48) 2016; 44
Huang da, Sherman, Lempicki (CR49) 2009; 37
Branco, Ficz, Reik (CR2) 2011; 13
Ito, D'Alessio, Taranova, Hong, Sowers, Zhang (CR11) 2010; 466
Friedman, Hastie, Tibshirani (CR44) 2010; 33
Han, Lu, Shih (CR22) 2016; 63
Alix-Panabieres, Pantel (CR25) 2016; 6
Guo, Diep, Plongthongkum, Fung, Zhang, Zhang (CR28) 2017; 49
Guo, Su, Zhong, Ming, Song (CR14) 2011; 145
YF He (BFcr2017121_CR8) 2011; 333
G Ficz (BFcr2017121_CR13) 2011; 473
MI Love (BFcr2017121_CR38) 2014; 15
S Ito (BFcr2017121_CR11) 2010; 466
M Bachman (BFcr2017121_CR10) 2014; 6
S Kriaucionis (BFcr2017121_CR5) 2009; 324
KP Koh (BFcr2017121_CR15) 2011; 8
YM Lo (BFcr2017121_CR24) 1998; 62
W Zhang (BFcr2017121_CR39) 2007; 17
MR Branco (BFcr2017121_CR2) 2011; 13
CX Song (BFcr2017121_CR29) 2011; 29
M Kanehisa (BFcr2017121_CR48) 2016; 44
MJ Jones (BFcr2017121_CR41) 2015; 14
X Robin (BFcr2017121_CR46) 2011; 12
MJ Booth (BFcr2017121_CR21) 2012; 336
DR Pattabiraman (BFcr2017121_CR34) 2014; 13
M Ko (BFcr2017121_CR12) 2010; 468
C Alix-Panabieres (BFcr2017121_CR25) 2016; 6
T Sing (BFcr2017121_CR45) 2005; 21
A Dobin (BFcr2017121_CR43) 2013; 29
M Yu (BFcr2017121_CR20) 2012; 149
S Ito (BFcr2017121_CR7) 2011; 333
B Langmead (BFcr2017121_CR36) 2012; 9
N Konstandin (BFcr2017121_CR23) 2011; 25
R Jaenisch (BFcr2017121_CR1) 2003; 33 Suppl
R Taby (BFcr2017121_CR3) 2010; 60
AM Bolger (BFcr2017121_CR35) 2014; 30
BFcr2017121_CR31
TR Church (BFcr2017121_CR32) 2014; 63
M Tahiliani (BFcr2017121_CR6) 2009; 324
S Guo (BFcr2017121_CR28) 2017; 49
L Wen (BFcr2017121_CR27) 2015; 25
KC Chan (BFcr2017121_CR26) 2013; 110
D Mooijman (BFcr2017121_CR16) 2016; 34
S Hussain (BFcr2017121_CR4) 2013; 14
J Friedman (BFcr2017121_CR44) 2010; 33
CX Song (BFcr2017121_CR18) 2011; 29
H Wu (BFcr2017121_CR19) 2011; 473
W Huang da (BFcr2017121_CR49) 2009; 37
Y Liao (BFcr2017121_CR37) 2014; 30
Y Benjamini (BFcr2017121_CR42) 2001; 29
JU Guo (BFcr2017121_CR14) 2011; 145
D Han (BFcr2017121_CR22) 2016; 63
F Yuan (BFcr2017121_CR30) 2016; 52
D Padua (BFcr2017121_CR33) 2009; 19
J Harrow (BFcr2017121_CR47) 2012; 22
T Pfaffeneder (BFcr2017121_CR9) 2011; 50
EL Moen (BFcr2017121_CR40) 2013; 194
WA Pastor (BFcr2017121_CR17) 2011; 473
31110249 - Cell Res. 2019 May 20
References_xml – volume: 12
  start-page: 77
  year: 2011
  ident: CR46
  article-title: pROC: an open-source package for R and S+ to analyze and compare ROC curves
  publication-title: BMC Bioinformatics
– volume: 333
  start-page: 1300
  year: 2011
  end-page: 1303
  ident: CR7
  article-title: Tet proteins can convert 5-methylcytosine to 5-formylcytosine and 5-carboxylcytosine
  publication-title: Science
– volume: 33
  start-page: 1
  year: 2010
  end-page: 22
  ident: CR44
  article-title: Regularization paths for generalized linear models via coordinate descent
  publication-title: J Stat Softw
– volume: 145
  start-page: 423
  year: 2011
  end-page: 434
  ident: CR14
  article-title: Hydroxylation of 5-methylcytosine by TET1 promotes active DNA demethylation in the adult brain
  publication-title: Cell
– volume: 44
  start-page: D457
  year: 2016
  end-page: 462
  ident: CR48
  article-title: KEGG as a reference resource for gene and protein annotation
  publication-title: Nucleic Acids Res
– volume: 466
  start-page: 1129
  year: 2010
  end-page: 1133
  ident: CR11
  article-title: Role of Tet proteins in 5mC to 5hmC conversion, ES-cell self-renewal and inner cell mass specification
  publication-title: Nature
– volume: 25
  start-page: 1649
  year: 2011
  end-page: 1652
  ident: CR23
  article-title: Genomic 5-hydroxymethylcytosine levels correlate with TET2 mutations and a distinct global gene expression pattern in secondary acute myeloid leukemia
  publication-title: Leukemia
– volume: 60
  start-page: 376
  year: 2010
  end-page: 392
  ident: CR3
  article-title: Cancer epigenetics
  publication-title: CA Cancer J Clin
– volume: 25
  start-page: 1250
  year: 2015
  end-page: 1264
  ident: CR27
  article-title: Genome-scale detection of hypermethylated CpG islands in circulating cell-free DNA of hepatocellular carcinoma patients
  publication-title: Cell Res
– volume: 30
  start-page: 923
  year: 2014
  end-page: 930
  ident: CR37
  article-title: featureCounts: an efficient general purpose program for assigning sequence reads to genomic features
  publication-title: Bioinformatics
– volume: 8
  start-page: 200
  year: 2011
  end-page: 213
  ident: CR15
  article-title: Tet1 and Tet2 regulate 5-hydroxymethylcytosine production and cell lineage specification in mouse embryonic stem cells
  publication-title: Cell Stem Cell
– volume: 6
  start-page: 479
  year: 2016
  end-page: 491
  ident: CR25
  article-title: Clinical applications of circulating tumor cells and circulating tumor DNA as liquid biopsy
  publication-title: Cancer Discov
– volume: 468
  start-page: 839
  year: 2010
  end-page: 843
  ident: CR12
  article-title: Impaired hydroxylation of 5-methylcytosine in myeloid cancers with mutant TET2
  publication-title: Nature
– volume: 473
  start-page: 394
  year: 2011
  end-page: 397
  ident: CR17
  article-title: Genome-wide mapping of 5-hydroxymethylcytosine in embryonic stem cells
  publication-title: Nature
– volume: 19
  start-page: 89
  year: 2009
  end-page: 102
  ident: CR33
  article-title: Roles of TGFbeta in metastasis
  publication-title: Cell Res
– volume: 29
  start-page: 1165
  year: 2001
  end-page: 1188
  ident: CR42
  article-title: The control of the false discovery rate in multiple testing under dependency
  publication-title: Ann Stat
– volume: 29
  start-page: 68
  year: 2011
  end-page: 72
  ident: CR18
  article-title: Selective chemical labeling reveals the genome-wide distribution of 5-hydroxymethylcytosine
  publication-title: Nat Biotechnol
– volume: 110
  start-page: 18761
  year: 2013
  end-page: 18768
  ident: CR26
  article-title: Noninvasive detection of cancer-associated genome-wide hypomethylation and copy number aberrations by plasma DNA bisulfite sequencing
  publication-title: Proc Natl Acad Sci USA
– volume: 6
  start-page: 1049
  year: 2014
  end-page: 1055
  ident: CR10
  article-title: 5-Hydroxymethylcytosine is a predominantly stable DNA modification
  publication-title: Nat Chem
– volume: 22
  start-page: 1760
  year: 2012
  end-page: 1774
  ident: CR47
  article-title: GENCODE: the reference human genome annotation for The ENCODE Project
  publication-title: Genome Res
– volume: 473
  start-page: U389
  year: 2011
  end-page: U578
  ident: CR19
  article-title: Dual functions of Tet1 in transcriptional regulation in mouse embryonic stem cells
  publication-title: Nature
– volume: 63
  start-page: 711
  year: 2016
  end-page: 719
  ident: CR22
  article-title: A highly sensitive and robust method for genomewide 5hmC profiling of rare cell populations
  publication-title: Mol Cell
– volume: 9
  start-page: 357
  year: 2012
  end-page: 359
  ident: CR36
  article-title: Fast gapped-read alignment with Bowtie 2
  publication-title: Nat Methods
– volume: 333
  start-page: 1303
  year: 2011
  end-page: 1307
  ident: CR8
  article-title: Tet-mediated formation of 5-carboxylcytosine and its excision by TDG in mammalian DNA
  publication-title: Science
– volume: 29
  start-page: 68
  year: 2011
  end-page: 72
  ident: CR29
  article-title: Selective chemical labeling reveals the genome-wide distribution of 5-hydroxymethylcytosine
  publication-title: Nat Biotechnol
– volume: 149
  start-page: 1368
  year: 2012
  end-page: 1380
  ident: CR20
  article-title: Base-resolution analysis of 5-hydroxymethylcytosine in the mammalian genome
  publication-title: Cell
– volume: 37
  start-page: 1
  year: 2009
  end-page: 13
  ident: CR49
  article-title: Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists
  publication-title: Nucleic Acids Res
– volume: 49
  start-page: 635
  year: 2017
  end-page: 642
  ident: CR28
  article-title: Identification of methylation haplotype blocks aids in deconvolution of heterogeneous tissue samples and tumor tissue-of-origin mapping from plasma DNA
  publication-title: Nat Genet
– volume: 336
  start-page: 934
  year: 2012
  end-page: 937
  ident: CR21
  article-title: Quantitative sequencing of 5-methylcytosine and 5-hydroxymethylcytosine at single-base resolution
  publication-title: Science
– volume: 194
  start-page: 987
  year: 2013
  end-page: 996
  ident: CR40
  article-title: Genome-wide variation of cytosine modifications between European and African populations and the implications for complex traits
  publication-title: Genetics
– volume: 13
  start-page: 7
  year: 2011
  end-page: 13
  ident: CR2
  article-title: Uncovering the role of 5-hydroxymethylcytosine in the epigenome
  publication-title: Nat Rev Genet
– volume: 30
  start-page: 2114
  year: 2014
  end-page: 2120
  ident: CR35
  article-title: Trimmomatic: a flexible trimmer for Illumina sequence data
  publication-title: Bioinformatics
– volume: 52
  start-page: 2698
  year: 2016
  end-page: 2700
  ident: CR30
  article-title: Ultrasensitive determination of 5-methylcytosine and 5-hydroxymethylcytosine in genomic DNA by sheathless interfaced capillary electrophoresis-mass spectrometry
  publication-title: Chem Commun
– volume: 324
  start-page: 930
  year: 2009
  end-page: 935
  ident: CR6
  article-title: Conversion of 5-methylcytosine to 5-hydroxymethylcytosine in mammalian DNA by MLL partner TET1
  publication-title: Science
– volume: 50
  start-page: 7008
  year: 2011
  end-page: 7012
  ident: CR9
  article-title: The discovery of 5-formylcytosine in embryonic stem cell DNA
  publication-title: Angew Chem Int Ed
– volume: 13
  start-page: 497
  year: 2014
  end-page: 512
  ident: CR34
  article-title: Tackling the cancer stem cells — what challenges do they pose?
  publication-title: Nat Rev Drug Discov
– volume: 29
  start-page: 15
  year: 2013
  end-page: 21
  ident: CR43
  article-title: STAR: ultrafast universal RNA-seq aligner
  publication-title: Bioinformatics
– volume: 324
  start-page: 929
  year: 2009
  end-page: 930
  ident: CR5
  article-title: The nuclear DNA base 5-hydroxymethylcytosine is present in Purkinje neurons and the brain
  publication-title: Science
– volume: 14
  start-page: 215
  year: 2013
  ident: CR4
  article-title: Characterizing 5-methylcytosine in the mammalian epitranscriptome
  publication-title: Genome Biol
– volume: 62
  start-page: 768
  year: 1998
  end-page: 775
  ident: CR24
  article-title: Quantitative analysis of fetal DNA in maternal plasma and serum: implications for noninvasive prenatal diagnosis
  publication-title: Am J Hum Genet
– volume: 33 Suppl
  start-page: 245
  year: 2003
  end-page: 254
  ident: CR1
  article-title: Epigenetic regulation of gene expression: how the genome integrates intrinsic and environmental signals
  publication-title: Nat Genet
– volume: 63
  start-page: 317
  year: 2014
  end-page: 325
  ident: CR32
  article-title: Prospective evaluation of methylated SEPT9 in plasma for detection of asymptomatic colorectal cancer
  publication-title: Gut
– volume: 17
  start-page: 447
  year: 2007
  end-page: 450
  ident: CR39
  article-title: Gender-specific differences in expression in human lymphoblastoid cell lines
  publication-title: Pharmacogenet Genomics
– ident: CR31
– volume: 21
  start-page: 3940
  year: 2005
  end-page: 3941
  ident: CR45
  article-title: ROCR: visualizing classifier performance in R
  publication-title: Bioinformatics
– volume: 14
  start-page: 924
  year: 2015
  end-page: 932
  ident: CR41
  article-title: DNA methylation and healthy human aging
  publication-title: Aging Cell
– volume: 15
  start-page: 550
  year: 2014
  ident: CR38
  article-title: Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
  publication-title: Genome Biol
– volume: 34
  start-page: 852
  year: 2016
  end-page: 856
  ident: CR16
  article-title: Single-cell 5hmC sequencing reveals chromosome-wide cell-to-cell variability and enables lineage reconstruction
  publication-title: Nat Biotechnol
– volume: 473
  start-page: 398
  year: 2011
  end-page: U589
  ident: CR13
  article-title: Dynamic regulation of 5-hydroxymethylcytosine in mouse ES cells and during differentiation
  publication-title: Nature
– volume: 49
  start-page: 635
  year: 2017
  ident: BFcr2017121_CR28
  publication-title: Nat Genet
  doi: 10.1038/ng.3805
– volume: 60
  start-page: 376
  year: 2010
  ident: BFcr2017121_CR3
  publication-title: CA Cancer J Clin
  doi: 10.3322/caac.20085
– volume: 44
  start-page: D457
  year: 2016
  ident: BFcr2017121_CR48
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkv1070
– volume: 468
  start-page: 839
  year: 2010
  ident: BFcr2017121_CR12
  publication-title: Nature
  doi: 10.1038/nature09586
– volume: 12
  start-page: 77
  year: 2011
  ident: BFcr2017121_CR46
  publication-title: BMC Bioinformatics
  doi: 10.1186/1471-2105-12-77
– volume: 30
  start-page: 2114
  year: 2014
  ident: BFcr2017121_CR35
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btu170
– volume: 13
  start-page: 7
  year: 2011
  ident: BFcr2017121_CR2
  publication-title: Nat Rev Genet
  doi: 10.1038/nrg3080
– volume: 14
  start-page: 215
  year: 2013
  ident: BFcr2017121_CR4
  publication-title: Genome Biol
  doi: 10.1186/gb4143
– ident: BFcr2017121_CR31
  doi: 10.1038/nature11247
– volume: 466
  start-page: 1129
  year: 2010
  ident: BFcr2017121_CR11
  publication-title: Nature
  doi: 10.1038/nature09303
– volume: 194
  start-page: 987
  year: 2013
  ident: BFcr2017121_CR40
  publication-title: Genetics
  doi: 10.1534/genetics.113.151381
– volume: 145
  start-page: 423
  year: 2011
  ident: BFcr2017121_CR14
  publication-title: Cell
  doi: 10.1016/j.cell.2011.03.022
– volume: 37
  start-page: 1
  year: 2009
  ident: BFcr2017121_CR49
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkn923
– volume: 8
  start-page: 200
  year: 2011
  ident: BFcr2017121_CR15
  publication-title: Cell Stem Cell
  doi: 10.1016/j.stem.2011.01.008
– volume: 29
  start-page: 68
  year: 2011
  ident: BFcr2017121_CR29
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.1732
– volume: 33 Suppl
  start-page: 245
  year: 2003
  ident: BFcr2017121_CR1
  publication-title: Nat Genet
  doi: 10.1038/ng1089
– volume: 6
  start-page: 1049
  year: 2014
  ident: BFcr2017121_CR10
  publication-title: Nat Chem
  doi: 10.1038/nchem.2064
– volume: 14
  start-page: 924
  year: 2015
  ident: BFcr2017121_CR41
  publication-title: Aging Cell
  doi: 10.1111/acel.12349
– volume: 63
  start-page: 711
  year: 2016
  ident: BFcr2017121_CR22
  publication-title: Mol Cell
  doi: 10.1016/j.molcel.2016.06.028
– volume: 25
  start-page: 1649
  year: 2011
  ident: BFcr2017121_CR23
  publication-title: Leukemia
  doi: 10.1038/leu.2011.134
– volume: 52
  start-page: 2698
  year: 2016
  ident: BFcr2017121_CR30
  publication-title: Chem Commun
  doi: 10.1039/C5CC10155G
– volume: 29
  start-page: 15
  year: 2013
  ident: BFcr2017121_CR43
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bts635
– volume: 19
  start-page: 89
  year: 2009
  ident: BFcr2017121_CR33
  publication-title: Cell Res
  doi: 10.1038/cr.2008.316
– volume: 473
  start-page: 394
  year: 2011
  ident: BFcr2017121_CR17
  publication-title: Nature
  doi: 10.1038/nature10102
– volume: 324
  start-page: 929
  year: 2009
  ident: BFcr2017121_CR5
  publication-title: Science
  doi: 10.1126/science.1169786
– volume: 50
  start-page: 7008
  year: 2011
  ident: BFcr2017121_CR9
  publication-title: Angew Chem Int Ed
  doi: 10.1002/anie.201103899
– volume: 17
  start-page: 447
  year: 2007
  ident: BFcr2017121_CR39
  publication-title: Pharmacogenet Genomics
  doi: 10.1097/FPC.0b013e3280121ffe
– volume: 33
  start-page: 1
  year: 2010
  ident: BFcr2017121_CR44
  publication-title: J Stat Softw
  doi: 10.18637/jss.v033.i01
– volume: 149
  start-page: 1368
  year: 2012
  ident: BFcr2017121_CR20
  publication-title: Cell
  doi: 10.1016/j.cell.2012.04.027
– volume: 110
  start-page: 18761
  year: 2013
  ident: BFcr2017121_CR26
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.1313995110
– volume: 21
  start-page: 3940
  year: 2005
  ident: BFcr2017121_CR45
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bti623
– volume: 333
  start-page: 1303
  year: 2011
  ident: BFcr2017121_CR8
  publication-title: Science
  doi: 10.1126/science.1210944
– volume: 30
  start-page: 923
  year: 2014
  ident: BFcr2017121_CR37
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btt656
– volume: 6
  start-page: 479
  year: 2016
  ident: BFcr2017121_CR25
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-15-1483
– volume: 29
  start-page: 68
  year: 2011
  ident: BFcr2017121_CR18
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.1732
– volume: 13
  start-page: 497
  year: 2014
  ident: BFcr2017121_CR34
  publication-title: Nat Rev Drug Discov
  doi: 10.1038/nrd4253
– volume: 473
  start-page: U389
  year: 2011
  ident: BFcr2017121_CR19
  publication-title: Nature
  doi: 10.1038/nature09934
– volume: 15
  start-page: 550
  year: 2014
  ident: BFcr2017121_CR38
  publication-title: Genome Biol
  doi: 10.1186/s13059-014-0550-8
– volume: 473
  start-page: 398
  year: 2011
  ident: BFcr2017121_CR13
  publication-title: Nature
  doi: 10.1038/nature10008
– volume: 34
  start-page: 852
  year: 2016
  ident: BFcr2017121_CR16
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.3598
– volume: 22
  start-page: 1760
  year: 2012
  ident: BFcr2017121_CR47
  publication-title: Genome Res
  doi: 10.1101/gr.135350.111
– volume: 62
  start-page: 768
  year: 1998
  ident: BFcr2017121_CR24
  publication-title: Am J Hum Genet
  doi: 10.1086/301800
– volume: 29
  start-page: 1165
  year: 2001
  ident: BFcr2017121_CR42
  publication-title: Ann Stat
  doi: 10.1214/aos/1013699998
– volume: 324
  start-page: 930
  year: 2009
  ident: BFcr2017121_CR6
  publication-title: Science
  doi: 10.1126/science.1170116
– volume: 336
  start-page: 934
  year: 2012
  ident: BFcr2017121_CR21
  publication-title: Science
  doi: 10.1126/science.1220671
– volume: 63
  start-page: 317
  year: 2014
  ident: BFcr2017121_CR32
  publication-title: Gut
  doi: 10.1136/gutjnl-2012-304149
– volume: 333
  start-page: 1300
  year: 2011
  ident: BFcr2017121_CR7
  publication-title: Science
  doi: 10.1126/science.1210597
– volume: 25
  start-page: 1250
  year: 2015
  ident: BFcr2017121_CR27
  publication-title: Cell Res
  doi: 10.1038/cr.2015.126
– volume: 9
  start-page: 357
  year: 2012
  ident: BFcr2017121_CR36
  publication-title: Nat Methods
  doi: 10.1038/nmeth.1923
– reference: 31110249 - Cell Res. 2019 May 20;:
SSID ssj0025451
Score 2.622533
Snippet DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene efpression in mammals....
DNA modifications such as 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) are epigenetic marks known to affect global gene expression in mammals....
SourceID pubmedcentral
proquest
pubmed
crossref
springer
chongqing
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 1243
SubjectTerms 5-Methylcytosine - analogs & derivatives
5-Methylcytosine - blood
5-甲基胞嘧啶
631/67/1857
692/53/2421
692/699/1503/1504
692/700/1750
Adolescent
Adult
Aged
Biomarkers
Biomarkers, Tumor - blood
Cancer
Cell Biology
Cell-Free Nucleic Acids - blood
Cell-Free Nucleic Acids - genetics
Chromatin
Circulating Tumor DNA - blood
Colorectal cancer
Deoxyribonucleic acid
Diagnosis
Diagnostic systems
DNA
DNA Methylation - genetics
DNA修饰
Epigenetics
Epigenomics
Female
Gastric cancer
Gene expression
Gene Expression Regulation, Neoplastic - genetics
Genomes
Humans
Life Sciences
Liquid Biopsy
Liver
Liver cancer
Male
Middle Aged
Neoplasms - blood
Neoplasms - classification
Neoplasms - genetics
Neoplasms - pathology
Original
original-article
Pancreas
Pancreatic cancer
Thyroid
Thyroid cancer
Transcription
Young Adult
人类基因组
生物标志物
癌症
签名
羟甲基
诊断
SummonAdditionalLinks – databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELagCIkLKuUVWpCRygXJqhM7fpyqCqhWSPREpb1Fjh_toippk-1h_z0e51GWRZw9ih3P2B7bn78PoWMdnHMy5IT5UBCu65IYkweSK8PKwIViNbwd_nEhFpf8-7Jcjgdu_QirnObENFG71sIZ-UncbEuuKSv06e0dAdUouF0dJTQeoydAXQZRLZcPG66YHaQNV4INCUDyHAzPzNWJBS7QXAK5ArAqXLfN1V1cK7ZXp52Ucxc5-df1aVqVzvfR8zGdxGeD_1-gR745QE8HgcnNS_SrJIuNA6QKKEVvbuxm3QLQHQNsI1F69njVYLvqbJLxaq4wnOST0HmPv16cYdNjN4DxYgUY3uoDnKfrccx1cdL3wxbiputfocvzbz-_LMiorkBsyfSaBKo4L2qjuXIiJhVS5K6UXBhZGClCEUz8Tae10bSmNiYC0uVBsGCFtNrGLOw12mvaxr9FWJrCl6ymXFLHVW2Uica-oIYJS6k1GTqce7i6HVg0AFBWwlSsMvR56vPKjsTkoI9xU6ULcqYq21XgrCo6K0PHs_H0pX-aHU3Oq8ZB2VcPIZShj3NxHE7Qs6bx7X2yAUEixqPNm8HXcz1xb1rE9UFkSG5FwWwAVN3bJc3qOlF2AwtbjPsMfZri5Y9m7Tb_3f-bf4iegeWAKTxCe-vu3r-PudG6_pAGwG93TA8F
  priority: 102
  providerName: ProQuest
Title 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic biomarkers for human cancers
URI http://lib.cqvip.com/qk/85240X/201710/673587628.html
https://link.springer.com/article/10.1038/cr.2017.121
https://www.ncbi.nlm.nih.gov/pubmed/28925386
https://www.proquest.com/docview/1947490329
https://www.proquest.com/docview/1940596349
https://pubmed.ncbi.nlm.nih.gov/PMC5630683
Volume 27
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1La9wwEB6ahEIvpUlfbtJFhfRSMLUtWbKO6TZhCXQppYG9GVmPZEPwtvbmsP--GvlBtptDbgaNrcdImhnr0zcAp9IZY4RLY2pdFjNZ5bFSqYvTQtHcMV7QCu8O_5jz2RW7XOSLnme77WGVHaVl2KYHdNhXjdydqUAyhD04QM52jLSmfDpGV94VCNFVwAhxhO0cdXfKi4cvI4XCzaq-_usNw7Yp2vEvd2GS_52VBhN08Qpe9r4jOetaewjPbH0Ez7tskpvXcJvHs41BWAqmhd7c6c16hah2ghiN0NmWLGuil40OObvqa4K_7WPXWEu-z8-IaonpkHe-AoIX8xG707TEO7YkJPMjGidJ076Bq4vz39NZ3KdSiHVO5Tp2ScFYVinJCsO9ByF4anLBuBKZEtxlTvluGimVTKpEe6svTOo4dZoLLbV3ud7Cfr2q7XsgQmU2p1XCRGJYUalCeWGbJYpynSRaRXA8jnD5p6PMQPRYjvtuEcGXYcxL3bOQYzKMuzKchtOi1E2Jyiq9siI4HYWHLz0qdjIor-xXYFumkgkmE5rJCD6NxX7t4Miq2q7ugwxmH6LMy7zrdD3W4wPRzBsDHoHYmgWjAPJyb5fUy5vAz42Ua36SR_B5mC8PmrXb_A9PlDuGF_jYIQlPYH_d3NuP3iNaVxPYEwsxgYNv5_OfvyZhXfwDjg8Mgg
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LT9wwELYQVdVeKkpfKbR1JbhUinASJ44PVYVK0VJgTyDtLXX8gK1QAskitH-qv7EzziZ0u1VvnDOJLc94HvHnbwjZkc4YI1wUJtbFIZdlGioVuTDKVZI6nuVJiXeHT8fZ6Jx_n6STNfKrvwuDsMreJ3pHbWqN_8j3oNgWXLIkll-ub0LsGoWnq30Ljc4sju38Dkq29vPRAeh3N44Pv519HYWLrgKhThM5Cx3LOY9LJXluMgimUMebVPBMiViJzMVOWaONlEqykmkIgMJELkuczoSWmiPRAbj8RxB4GRZ7YnJf4EE24gs8D1PKEDm02V1rz_c0co9GAskckMXhsq4ubiA2LUfDlRR3Fan513Gtj4KHG-TZIn2l-529PSdrttokj7uGlvMX5GcajuYGkTHYmXp-peezGoH1FGEinkK0pdOK6mmjfduw6oLiyUHoGmvpwXifqpaaDvwHA1DkBkD4UNNSyK2p7ydINdpp074k5w-y7q_IelVX9g2hQsU2TUrGBTM8L1WuQNjGTCWZZkyrgGwNK1xcd6wdCGBL0fXnAfnUr3mhF0To2I_jqvAH8kle6KZAZRWgrIDsDML9l_4ptt0rr1g4gba4N9mAfBwew_bFlVWVrW-9DDZASjjIvO50PYwDtXAM8SgLiFiygkEAqcGXn1TTS08RjqxvsM8Cstvbyx_TWp3-2_9P_wN5Mjo7PSlOjsbHW-QpvtXhGbfJ-qy5te8gL5uV7_1moOTHQ---307OS3Q
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB5VW4G4oFJeoQWM1F6Qok0cJ04OCBW2qy2FVYWo1Ftw_GgXVUmbbFXlr_Hr8OQFyyJuPWcSW54Zz0z8-RuAvcQopbjx3UAb6rIkC10hfOP6sQhCw6I4yPDu8Jd5NDtln87Csw342d-FQVhlvyc2G7UqJP4jH9tim7PEC2gyNh0s4mQyfX917WIHKTxp7dtptCZyrOtbW75V744mVtf7lE4Pv32cuV2HAVeGQbJ0jRczRjORsFhFNrDaml6FnEWCU8EjQ43QSqokEYmXedIGQ658EwVGRlwmkiHpgd3-NzlWRSPY_HA4P_k6lHs2N2nKvQa0FCGOaLu95B6PJTKR-hypHZDT4aLIz69tpFqNjWsJ7zpu86_D2yYmTrfgYZfMkoPW-h7Bhs634V7b3rJ-DD9Cd1YrxMlgn-r6UtbLAmH2BEEjDaFoRRY5kYtSNk3E8nOC5wiuKbUmk_kBERVRLRTQDkCQKQDBRGVFbKZNmu6CRKLVltUTOL2TlX8Ko7zI9XMgXFAdBpnHuKdYnIlYWGFNPRFE0vOkcGBnWOH0quXwQDhbiIEgduBtv-ap7GjRsTvHZdoczwdxKssUlZVaZTmwNwj3X_qn2G6vvLTbEqr0twE78GZ4bJ0ZV1bkurhpZLAdUsCszLNW18M4tjKmNjpFDvAVKxgEkCh89Um-uGgIw5EDznqdA_u9vfwxrfXpv_j_9F_Dfet56eej-fEOPMCXWnDjLoyW5Y1-aZO0Zfaq8wYC3-_aAX8BW3VRDw
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=5-Hydroxymethylcytosine+signatures+in+circulating+cell-free+DNA+as+diagnostic+biomarkers+for+human+cancers&rft.jtitle=Cell+research&rft.au=Li%2C+Wenshuai&rft.au=Zhang%2C+Xu&rft.au=Lu%2C+Xingyu&rft.au=You%2C+Lei&rft.date=2017-10-01&rft.eissn=1748-7838&rft.volume=27&rft.issue=10&rft.spage=1243&rft_id=info:doi/10.1038%2Fcr.2017.121&rft_id=info%3Apmid%2F28925386&rft.externalDocID=28925386
thumbnail_s http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fimage.cqvip.com%2Fvip1000%2Fqk%2F85240X%2F85240X.jpg