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Genome-wide methylation profiling of diagnostic tumor specimens identified DNA methylation markers associated with metastasis among men with untreated localized prostate cancer.

Publication ,  Journal Article
Chao, CR; Slezak, J; Siegmund, K; Cannavale, K; Shu, Y-H; Chien, GW; Chen, X-F; Shi, F; Song, N; Van Den Eeden, SK; Huang, J
Published in: Cancer Med
September 2023

BACKGROUND: We used a genome-wide discovery approach to identify methylation markers associated with metastasis in men with localized prostate cancer (PCa), as better identification of those at high risk of metastasis can inform treatment decision-making. METHODS: We identified men with localized PCa at Kaiser Permanente California (January 1, 1997-December 31, 2006) who did not receive curative treatment and followed them for 10 years to determine metastasis status. Cases were chart review-confirmed metastasis, and controls were matched using density sampling. We extracted DNA from the cancerous areas in the archived diagnostic tissue blocks. We used Illumina's Infinium MethylationEPIC BeadChip for methylation interrogation. We used conditional logistic regression and Bonferroni's correction to identify methylation markers associated with metastasis. In a separate validation cohort (2007), we evaluated the added predictive utility of the methylation score beyond clinical risk score. RESULTS: Among 215 cases and 404 controls, 31 CpG sites were significantly associated with metastasis status. Adding the methylation score to the clinical risk score did not meaningfully improve the c-statistic (0.80-0.81) in the validation cohort, though the score itself was statistically significant (p < 0.01). In the validation cohort, both clinical risk score alone and methylation marker score alone are well calibrated for predicted 10-year metastasis risks. Adding the methylation score to the clinical risk score only marginally improved predictive risk calibration. CONCLUSION: Our findings do not support the use of these markers to improve clinical risk prediction. The methylation markers identified may inform novel hypothesis in the roles of these genetic regions in metastasis development.

Duke Scholars

Published In

Cancer Med

DOI

EISSN

2045-7634

Publication Date

September 2023

Volume

12

Issue

18

Start / End Page

18837 / 18849

Location

United States

Related Subject Headings

  • Risk Factors
  • Prostatic Neoplasms
  • Male
  • Humans
  • DNA Methylation
  • CpG Islands
  • 3211 Oncology and carcinogenesis
  • 1112 Oncology and Carcinogenesis
  • 0601 Biochemistry and Cell Biology
 

Citation

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Chao, C. R., Slezak, J., Siegmund, K., Cannavale, K., Shu, Y.-H., Chien, G. W., … Huang, J. (2023). Genome-wide methylation profiling of diagnostic tumor specimens identified DNA methylation markers associated with metastasis among men with untreated localized prostate cancer. Cancer Med, 12(18), 18837–18849. https://doi.org/10.1002/cam4.6507
Chao, Chun R., Jeff Slezak, Kimberly Siegmund, Kimberly Cannavale, Yu-Hsiang Shu, Gary W. Chien, Xu-Feng Chen, et al. “Genome-wide methylation profiling of diagnostic tumor specimens identified DNA methylation markers associated with metastasis among men with untreated localized prostate cancer.Cancer Med 12, no. 18 (September 2023): 18837–49. https://doi.org/10.1002/cam4.6507.
Chao CR, Slezak J, Siegmund K, Cannavale K, Shu Y-H, Chien GW, Chen X-F, Shi F, Song N, Van Den Eeden SK, Huang J. Genome-wide methylation profiling of diagnostic tumor specimens identified DNA methylation markers associated with metastasis among men with untreated localized prostate cancer. Cancer Med. 2023 Sep;12(18):18837–18849.
Journal cover image

Published In

Cancer Med

DOI

EISSN

2045-7634

Publication Date

September 2023

Volume

12

Issue

18

Start / End Page

18837 / 18849

Location

United States

Related Subject Headings

  • Risk Factors
  • Prostatic Neoplasms
  • Male
  • Humans
  • DNA Methylation
  • CpG Islands
  • 3211 Oncology and carcinogenesis
  • 1112 Oncology and Carcinogenesis
  • 0601 Biochemistry and Cell Biology