Kaiser Foundation Research Institute
United States
Identification of DNA methylation markers for risk of metastasis in localized pro
Nearly 195,800 men newly diagnosed with localized prostate cancer (PCa) in the United States each year face difficulty in deciding whether potentially harmful PCa treatment is necessary due to our inability to accurately distinguish between indolent and aggressive PCa. Established prediction nomograms based on routine clinical and pathological features of PCa misclassify up to 60% of men with clinically significant cancer, most likely because these models do not effectively account for the myriad of biological mechanisms that can underlie metastatic potential. For the same reason, these existing prediction tools offer little insight on potential molecular targets for PCa treatment. Recent studies have demonstrated that aberrant DNA methylation of numerous genes, including metastasis suppressors and genes that maintain cell differentiation status, is a major mechanism underlying tumor metastatic progression. We hypothesize that tumor DNA methylation of specific genes are predictive of PCa metastatic progression beyond routine clinical and pathological prognostic factors. The overarching goal of this proposal is to develop DNA methylation marker-based prediction algorithms that will assist clinicians when providing therapeutic recommendations for men with localized PCa. Existing PCa study populations consist predominately of treated patients. They are not well-suited to address whether tumor DNA methylome measureable at PCa diagnosis is an important risk factor for metastasis because PCa treatment can alter disease course in at least some of these men. To evaluate the prognostic utility of DNA methylation markers measurable from diagnostic PCa biopsy, we propose a nested case-control study based on a retrospective cohort of 9,563 men who did not receive treatment when diagnosed with localized, Gleason grade 6-7 PCa (1997-2006) at Kaiser Permanente (KP). We will include 450 cases with metastasis and 450 matched controls selected during a 10-year follow-up period. The Specific Aims are: (1) to test the hypothesis that DNA methylation status of selected candidate genes can predict risk of PCa metastasis; (2) to identify novel DNA methylation markers of genes with previously unrecognized utility in predicting PCa metastasis from genome-wide methylation profiling using a discovery approach; and (3) to develop prediction algorithms of the 10-year risk of metastasis in men with localized PCa based on existing clinical PCa prognostic criteria and subsequently incorporating DNA methylation markers. This application takes advantage of unique resources in place at KP, University of California Los Angeles and San Francisco, and University of Southern California, leveraging a multidisciplinary team of investigators with expertise in prognosis studies, PCa epidemiology, epigenetics, pathology, clinical urology, and biostatistics. At the completion of these aims, we will identify DNA methylation markers that are predictive of PCa metastasis, provide insights on the molecular determinants of metastatic progression, and develop novel risk algorithms that extend existing algorithms to metastasis. 1
Publications
- Zhang Y, Xu L, Chang Y, Li Y, Butler W, Jin E, Wang A, Tao Y, Chen X, Liang C, Huang J. Therapeutic potential of ReACp53 targeting mutant p53 protein in CRPC. Prostate cancer and prostatic diseases. 2020 Mar;23(1):160-171. Epub 2019 Aug 30. PMID: 31471556
- Yin Y, Zhang Q, Zhang H, He Y, Huang J. Molecular Signature to Risk-Stratify Prostate Cancer of Intermediate Risk. Clinical cancer research : an official journal of the American Association for Cancer Research. 2017 Jan 1;23(1):6-8. Epub 2016 Nov 1. PMID: 27803045
- Park JW, Lee JK, Witte ON, Huang J. FOXA2 is a sensitive and specific marker for small cell neuroendocrine carcinoma of the prostate. Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc. 2017 Sep;30(9):1262-1272. Epub 2017 Jun 16. PMID: 28621319
- Habeshian TS, Shu YH, Cannavale KL, Slezak JM, Chien GW, Vandeneeden SK, Chao CR. Exposure to statins post localized prostate cancer diagnosis and risk of metastasis among men who did not receive curative prostate cancer treatment. Cancer reports (Hoboken, N.J.). 2023 Mar;6(3):e1749. Epub 2022 Nov 8. PMID: 36349511
- Drake JM, Paull EO, Graham NA, Lee JK, Smith BA, Titz B, Stoyanova T, Faltermeier CM, Uzunangelov V, Carlin DE, Fleming DT, Wong CK, Newton Y, Sudha S, Vashisht AA, Huang J, Wohlschlegel JA, Graeber TG, Witte ON, Stuart JM. Phosphoproteome Integration Reveals Patient-Specific Networks in Prostate Cancer. Cell. 2016 Aug 11;166(4):1041-1054. Epub 2016 Aug 4. PMID: 27499020
- Faltermeier CM, Drake JM, Clark PM, Smith BA, Zong Y, Volpe C, Mathis C, Morrissey C, Castor B, Huang J, Witte ON. Functional screen identifies kinases driving prostate cancer visceral and bone metastasis. Proceedings of the National Academy of Sciences of the United States of America. 2016 Jan 12;113(2):E172-81. Epub 2015 Nov 30. PMID: 26621741
- Smith BA, Balanis NG, Nanjundiah A, Sheu KM, Tsai BL, Zhang Q, Park JW, Thompson M, Huang J, Witte ON, Graeber TG. A Human Adult Stem Cell Signature Marks Aggressive Variants across Epithelial Cancers. Cell reports. 2018 Sep 18;24(12):3353-3366.e5. PMID: 30232014
- Liu YN, Niu S, Chen WY, Zhang Q, Tao Y, Chen WH, Jiang KC, Chen X, Shi H, Liu A, Li J, Li Y, Lee YC, Zhang X, Huang J. Leukemia Inhibitory Factor Promotes Castration-resistant Prostate Cancer and Neuroendocrine Differentiation by Activated ZBTB46. Clinical cancer research : an official journal of the American Association for Cancer Research. 2019 Jul 1;25(13):4128-4140. Epub 2019 Apr 8. PMID: 30962287
- Slezak JM, Van Den Eeden SK, Cannavale KL, Chien GW, Jacobsen SJ, Chao CR. Long-term follow-up of a racially and ethnically diverse population of men with localized prostate cancer who did not undergo initial active treatment. Cancer medicine. 2020 Nov;9(22):8530-8539. Epub 2020 Sep 23. PMID: 32965775
- Lee JK, Phillips JW, Smith BA, Park JW, Stoyanova T, McCaffrey EF, Baertsch R, Sokolov A, Meyerowitz JG, Mathis C, Cheng D, Stuart JM, Shokat KM, Gustafson WC, Huang J, Witte ON. N-Myc Drives Neuroendocrine Prostate Cancer Initiated from Human Prostate Epithelial Cells. Cancer cell. 2016 Apr 11;29(4):536-547. Epub 2016 Mar 31. PMID: 27050099
- Park JW, Lee JK, Phillips JW, Huang P, Cheng D, Huang J, Witte ON. Prostate epithelial cell of origin determines cancer differentiation state in an organoid transformation assay. Proceedings of the National Academy of Sciences of the United States of America. 2016 Apr 19;113(16):4482-7. Epub 2016 Apr 4. PMID: 27044116
- Butler W, Huang J. Neuroendocrine cells of the prostate: Histology, biological functions, and molecular mechanisms. Precision clinical medicine. 2021 Jan 28;4(1):25-34. doi: 10.1093/pcmedi/pbab003. eCollection 2021 Mar. PMID: 33842835
- Chao CR, Slezak J, Siegmund K, Cannavale K, Shu YH, Chien GW, Chen XF, 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 medicine. 2023 Sep;12(18):18837-18849. Epub 2023 Sep 11. PMID: 37694549
- Habeshian TS, Cannavale KL, Slezak JM, Shu YH, Chien GW, Chen X, Shi F, Siegmund KD, Van Den Eeden SK, Huang J, Chao CR. DNA methylation markers for risk of metastasis in a cohort of men with localized prostate cancer. Epigenetics. 2024 Dec;19(1):2308920. Epub 2024 Mar 25. PMID: 38525786