Identifying aggressive prostate cancer foci using a DNA methylation classifier

被引:41
作者
Mundbjerg, Kamilla [1 ,2 ]
Chopra, Sameer [1 ,2 ]
Alemozaffar, Mehrdad [1 ,2 ]
Duymich, Christopher [1 ,2 ]
Lakshminarasimhan, Ranjani [1 ,2 ]
Nichols, Peter W. [3 ]
Aron, Manju [3 ]
Siegmund, Kimberly D. [4 ]
Ukimura, Osamu [1 ]
Aron, Monish [1 ,2 ]
Stern, Mariana [4 ]
Gill, Parkash [5 ]
Carpten, John D. [6 ]
Orntoft, Torben F. [8 ]
Sorensen, Karina D. [8 ]
Weisenberger, Daniel J. [7 ]
Jones, Peter A. [1 ,2 ,9 ]
Duddalwar, Vinay [10 ]
Gill, Inderbir [1 ,2 ]
Liang, Gangning [1 ,2 ]
机构
[1] Univ Southern Calif, Norris Comprehens Canc Ctr, Inst Urol, Los Angeles, CA 90089 USA
[2] Univ Southern Calif, Norris Comprehens Canc Ctr, Catherine & Joseph Aresty Dept Urol, Los Angeles, CA 90089 USA
[3] Univ Southern Calif, Norris Comprehens Canc Ctr, Dept Pathol, Los Angeles, CA 90089 USA
[4] Univ Southern Calif, Norris Comprehens Canc Ctr, Dept Prevent Med, Los Angeles, CA 90089 USA
[5] Univ Southern Calif, Norris Comprehens Canc Ctr, Dept Med, Los Angeles, CA 90089 USA
[6] Univ Southern Calif, Norris Comprehens Canc Ctr, Dept Translat Gen, Los Angeles, CA 90089 USA
[7] Univ Southern Calif, Norris Comprehens Canc Ctr, Dept Biochem & Mol Biol, Los Angeles, CA 90089 USA
[8] Aarhus Univ Hosp, Dept Mol Med, DK-8200 Aarhus N, Denmark
[9] Van Andel Res Inst, Grand Rapids, MI 49503 USA
[10] Univ Southern Calif, Norris Comprehens Canc Ctr, Dept Radiol, Los Angeles, CA 90089 USA
来源
GENOME BIOLOGY | 2017年 / 18卷
关键词
DNA methylation; Prostate cancer; Aggressiveness; Multifocal; MONOCLONAL ORIGIN; GUIDED BIOPSY; HETEROGENEITY; PATTERNS; MEN; ADENOCARCINORNA; PROGRESSION; RESOLUTION; MANAGEMENT; MUTATIONS;
D O I
10.1186/s13059-016-1129-3
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Slow-growing prostate cancer (PC) can be aggressive in a subset of cases. Therefore, prognostic tools to guide clinical decision-making and avoid overtreatment of indolent PC and undertreatment of aggressive disease are urgently needed. PC has a propensity to be multifocal with several different cancerous foci per gland. Results: Here, we have taken advantage of the multifocal propensity of PC and categorized aggressiveness of individual PC foci based on DNA methylation patterns in primary PC foci and matched lymph node metastases. In a set of 14 patients, we demonstrate that over half of the cases have multiple epigenetically distinct subclones and determine the primary subclone from which the metastatic lesion(s) originated. Furthermore, we develop an aggressiveness classifier consisting of 25 DNA methylation probes to determine aggressive and non-aggressive subclones. Upon validation of the classifier in an independent cohort, the predicted aggressive tumors are significantly associated with the presence of lymph node metastases and invasive tumor stages. Conclusions: Overall, this study provides molecular-based support for determining PC aggressiveness with the potential to impact clinical decision-making, such as targeted biopsy approaches for early diagnosis and active surveillance, in addition to focal therapy.
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页数:15
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