Reliable tumor detection by whole-genome methylation sequencing of cell-free DNA in cerebrospinal fluid of pediatric medulloblastoma

被引:49
|
作者
Li, Jia [1 ]
Zhao, Sibo [2 ,3 ]
Lee, Minjung [1 ]
Yin, Yue [1 ]
Li, Jin [1 ]
Zhou, Yubin [4 ]
Ballester, Leomar Y. [5 ,6 ]
Esquenazi, Yoshua [6 ]
Dashwood, Roderick H. [1 ]
Davies, Peter J. A. [4 ]
Parsons, D. Williams [2 ]
Li, Xiao-Nan [2 ,7 ]
Huang, Yun [1 ]
Sun, Deqiang [1 ,8 ,9 ]
机构
[1] Texas A&M Univ, Inst Biosci & Technol, Ctr Epigenet & Dis Prevent, Houston, TX 77030 USA
[2] Texas Childrens Hosp, Baylor Coll Med, Houston, TX 77030 USA
[3] Cook Childrens Med Ctr, Dept Hematol & Oncol, Ft Worth, TX 76104 USA
[4] Texas A&M Univ, Inst Biosci & Technol, Ctr Translat Canc Res, Houston, TX 77030 USA
[5] Univ Texas Hlth Sci Ctr Houston, Dept Pathol & Lab Med, Houston, TX 77030 USA
[6] Univ Texas Hlth Sci Ctr Houston, Dept Neurosurg, Houston, TX 77030 USA
[7] Northwestern Univ, Feinberg Sch Med, Ann & Robert H Lurie Childrens Hosp Chicago, Dept Pediat,Program Precis Med PDOX Modeling Pedi, Chicago, IL 60611 USA
[8] Gomics Technol Corp, 7707 Fannin St,Suite 200, Houston, TX 77054 USA
[9] Zhejiang Univ, Affiliated Hosp 2, Dept Cardiol, Sch Med, Hangzhou 310009, Peoples R China
关键词
CENTRAL-NERVOUS-SYSTEM; CLASSIFICATION; LANDSCAPE; BRAIN; SUBGROUPS; CANCER; AGE;
D O I
10.1126/sciadv.abb5427
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Medulloblastoma (MB), the most common form of pediatric brain malignancy, has a low frequency of oncogenic mutations but pronouncedly abnormal DNA methylation changes. Epigenetic analysis of circulating cell-free tumor DNA (ctDNA) by liquid biopsy offers an approach for real-time monitoring of tumor status without tumor dissection. In this study, we identified 6598 differentially methylated CpGs in both MB tumors and the ctDNA isolated from matched cerebrospinal fluid (CSF) compared with normal cerebellum, which could be used to detect MB tumor occurrence and determine its subtype. Furthermore, DNA methylation changes in serial CSF samples could be used to monitor the treatment response and tumor recurrence. Integrating our data with large public datasets, we identified reliable MB DNA methylation signatures in ctDNA that have potential diagnostic and prognostic values. Our study sets the stage for exploiting epigenetic markers in CSF to improve the clinical management of patients with MB.
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页数:14
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