Multimodal epigenetic sequencing analysis (MESA) of cell-free DNA for non-invasive colorectal cancer detection

被引:7
作者
Li, Yumei [1 ,2 ]
Xu, Jianfeng [3 ]
Chen, Chaorong [1 ]
Lu, Zhenhai [4 ]
Wan, Desen [4 ]
Li, Diange [5 ]
Li, Jason S. [1 ]
Sorg, Allison J. [3 ]
Roberts, Curt C. [3 ]
Mahajan, Shivani [3 ]
Gallant, Maxime A. [3 ]
Pinkoviezky, Itai [3 ]
Cui, Ya [1 ]
Taggart, David J. [3 ]
Li, Wei [1 ]
机构
[1] Univ Calif Irvine, Sch Med, Dept Biol Chem, Div Computat Biomed, Irvine, CA 92697 USA
[2] Soochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R China
[3] Helio Genom Inc, Irvine, CA 92618 USA
[4] Sun Yat Sen Univ, Guangdong Prov Clin Res Ctr Canc, State Key Lab Oncol South China, Canc Ctr, Guangzhou 510060, Peoples R China
[5] Guangzhou Youze Biol Pharmaceut Technol Co Ltd, Guangzhou 510005, Peoples R China
关键词
Liquid biopsy; Cancer detection; DNA methylation; Nucleosome; Polyadenylation; POLYADENYLATION SITES; TUMOR HETEROGENEITY; PLASMA; METHYLATION; SIGNATURES; LANDSCAPE; CLEAVAGE; POSITION; DATABASE;
D O I
10.1186/s13073-023-01280-6
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
BackgroundDetecting human cancers through cell-free DNA (cfDNA) in blood is a sensitive and non-invasive option. However, capturing multiple forms of epigenetic information remains a technical and financial challenge.MethodsTo address this, we developed multimodal epigenetic sequencing analysis (MESA), a flexible and sensitive approach to capturing and integrating a diverse range of epigenetic features in cfDNA using a single experimental assay, i.e., non-disruptive bisulfite-free methylation sequencing, such as Enzymatic Methyl-seq. MESA enables simultaneous inference of four epigenetic modalities: cfDNA methylation, nucleosome occupancy, nucleosome fuzziness, and windowed protection score for regions surrounding gene promoters and polyadenylation sites.ResultsWhen applied to 690 cfDNA samples from 3 colorectal cancer clinical cohorts, MESA's novel modalities, which include nucleosome fuzziness, and genomic features, including polyadenylation sites, improve cancer detection beyond the traditional epigenetic markers of promoter DNA methylation.ConclusionsTogether, MESA stands as a major advancement in the field by utilizing comprehensive and complementary epigenetic profiles of cfDNA for effective non-invasive cancer detection.
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页数:16
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共 68 条
[1]   The ENCODE Blacklist: Identification of Problematic Regions of the Genome [J].
Amemiya, Haley M. ;
Kundaje, Anshul ;
Boyle, Alan P. .
SCIENTIFIC REPORTS, 2019, 9 (1)
[2]   Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies [J].
Bettegowda, Chetan ;
Sausen, Mark ;
Leary, Rebecca J. ;
Kinde, Isaac ;
Wang, Yuxuan ;
Agrawal, Nishant ;
Bartlett, Bjarne R. ;
Wang, Hao ;
Luber, Brandon ;
Alani, Rhoda M. ;
Antonarakis, Emmanuel S. ;
Azad, Nilofer S. ;
Bardelli, Alberto ;
Brem, Henry ;
Cameron, John L. ;
Lee, Clarence C. ;
Fecher, Leslie A. ;
Gallia, Gary L. ;
Gibbs, Peter ;
Le, Dung ;
Giuntoli, Robert L. ;
Goggins, Michael ;
Hogarty, Michael D. ;
Holdhoff, Matthias ;
Hong, Seung-Mo ;
Jiao, Yuchen ;
Juhl, Hartmut H. ;
Kim, Jenny J. ;
Siravegna, Giulia ;
Laheru, Daniel A. ;
Lauricella, Calogero ;
Lim, Michael ;
Lipson, Evan J. ;
Marie, Suely Kazue Nagahashi ;
Netto, George J. ;
Oliner, Kelly S. ;
Olivi, Alessandro ;
Olsson, Louise ;
Riggins, Gregory J. ;
Sartore-Bianchi, Andrea ;
Schmidt, Kerstin ;
Shih, Ie-Ming ;
Oba-Shinjo, Sueli Mieko ;
Siena, Salvatore ;
Theodorescu, Dan ;
Tie, Jeanne ;
Harkins, Timothy T. ;
Veronese, Silvio ;
Wang, Tian-Li ;
Weingart, Jon D. .
SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
[3]   Genome-wide analysis of aberrant position and sequence of plasma DNA fragment ends in patients with cancer [J].
Budhraja, Karan K. ;
McDonald, Bradon R. ;
Stephens, Michelle D. ;
Contente-Cuomo, Tania ;
Markus, Havell ;
Farooq, Maria ;
Favaro, Patricia F. ;
Connor, Sydney ;
Byron, Sara A. ;
Egan, Jan B. ;
Ernst, Brenda ;
McDaniel, Timothy K. ;
Sekulic, Aleksandar ;
Tran, Nhan L. ;
Prados, Michael D. ;
Borad, Mitesh J. ;
Berens, Michael E. ;
Pockaj, Barbara A. ;
LoRusso, Patricia M. ;
Bryce, Alan ;
Trent, Jeffrey M. ;
Murtaza, Muhammed .
SCIENCE TRANSLATIONAL MEDICINE, 2023, 15 (678)
[4]   Noninvasive detection of cancer-associated genome-wide hypomethylation and copy number aberrations by plasma DNA bisulfite sequencing [J].
Chan, K. C. Allen ;
Jiang, Peiyong ;
Chan, Carol W. M. ;
Sun, Kun ;
Wong, John ;
Hui, Edwin P. ;
Chan, Stephen L. ;
Chan, Wing Cheong ;
Hui, David S. C. ;
Ng, Simon S. M. ;
Chan, Henry L. Y. ;
Wong, Cesar S. C. ;
Ma, Brigette B. Y. ;
Chan, Anthony T. C. ;
Lai, Paul B. S. ;
Sun, Hao ;
Chiu, Rossa W. K. ;
Lo, Y. M. Dennis .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (47) :18761-18768
[5]  
Chen C, 2023, Multimodal epigenetic sequencing analysis (MESA)
[6]   Broad H3K4me3 is associated with increased transcription elongation and enhancer activity at tumor-suppressor genes [J].
Chen, Kaifu ;
Chen, Zhong ;
Wu, Dayong ;
Zhang, Lili ;
Lin, Xueqiu ;
Su, Jianzhong ;
Rodriguez, Benjamin ;
Xi, Yuanxin ;
Xia, Zheng ;
Chen, Xi ;
Shi, Xiaobing ;
Wang, Qianben ;
Li, Wei .
NATURE GENETICS, 2015, 47 (10) :1149-+
[7]   DANPOS: Dynamic analysis of nucleosome position and occupancy by sequencing [J].
Chen, Kaifu ;
Xi, Yuanxin ;
Pan, Xuewen ;
Li, Zhaoyu ;
Kaestner, Klaus ;
Tyler, Jessica ;
Dent, Sharon ;
He, Xiangwei ;
Li, Wei .
GENOME RESEARCH, 2013, 23 (02) :341-351
[8]   Genome-wide cell-free DNA fragmentation in patients with cancer [J].
Cristiano, Stephen ;
Leal, Alessandro ;
Phallen, Jillian ;
Fiksel, Jacob ;
Adleff, Vilmos ;
Bruhm, Daniel C. ;
Jensen, Sarah Ostrup ;
Medina, Jamie E. ;
Hruban, Carolyn ;
White, James R. ;
Palsgrove, Doreen N. ;
Niknafs, Noushin ;
Anagnostou, Valsamo ;
Forde, Patrick ;
Naidoo, Jarushka ;
Marrone, Kristen ;
Brahmer, Julie ;
Woodward, Brian D. ;
Husain, Hatim ;
van Rooijen, Karlijn L. ;
Orntoft, Mai-Britt Worm ;
Madsen, Anders Husted ;
van de Velde, Cornelis J. H. ;
Verheij, Marcel ;
Cats, Annemieke ;
Punt, Cornelis J. A. ;
Vink, Geraldine R. ;
van Grieken, Nicole C. T. ;
Koopman, Miriam ;
Fijneman, Remond J. A. ;
Johansen, Julia S. ;
Nielsen, Hans Jorgen ;
Meijer, Gerrit A. ;
Andersen, Claus Lindbjerg ;
Scharpf, Robert B. ;
Velculescu, Victor E. .
NATURE, 2019, 570 (7761) :385-+
[9]  
de Silanes IL, 2007, CELL ONCOL, V29, P1
[10]   cfNOMe- A single assay for comprehensive epigenetic analyses of cell-free DNA [J].
Erger, Florian ;
Noerling, Deborah ;
Borchert, Domenica ;
Leenen, Esther ;
Habbig, Sandra ;
Wiesener, Michael S. ;
Bartram, Malte P. ;
Wenzel, Andrea ;
Becker, Christian ;
Toliat, Mohammad R. ;
Nuernberg, Peter ;
Beck, Bodo B. ;
Altmueller, Janine .
GENOME MEDICINE, 2020, 12 (01)