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High-throughput transcriptomic analysis nominates proteasomal genes as age-specific biomarkers and therapeutic targets in prostate cancer.
Zhao, S G; Jackson, W C; Kothari, V; Schipper, M J; Erho, N; Evans, J R; Speers, C; Hamstra, D A; Niknafs, Y S; Nguyen, P L; Schaeffer, E M; Ross, A E; Den, R B; Klein, E A; Jenkins, R B; Davicioni, E; Feng, F Y.
Affiliation
  • Zhao SG; Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Jackson WC; Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Kothari V; Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Schipper MJ; 1] Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA [2] Department of Biostatistics, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Erho N; GenomeDx Biosciences Inc., Vancouver, British Columbia, Canada.
  • Evans JR; Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Speers C; Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Hamstra DA; 1] Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA [2] Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Niknafs YS; Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA.
  • Nguyen PL; Department of Radiation Oncology, Harvard University, Boston, MA, USA.
  • Schaeffer EM; Departments of Urology, Oncology, and Pathology, Johns Hopkins University, Baltimore, MD, USA.
  • Ross AE; Departments of Urology, Oncology, and Pathology, Johns Hopkins University, Baltimore, MD, USA.
  • Den RB; Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, USA.
  • Klein EA; Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH, USA.
  • Jenkins RB; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MI, USA.
  • Davicioni E; GenomeDx Biosciences Inc., Vancouver, British Columbia, Canada.
  • Feng FY; 1] Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, USA [2] Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI, USA [3] Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA.
Prostate Cancer Prostatic Dis ; 18(3): 229-36, 2015 Sep.
Article in En | MEDLINE | ID: mdl-25986914
BACKGROUND: Although prostate cancer (PCa) is hypothesized to differ in nature between younger versus older patients, the underlying molecular distinctions are poorly understood. We hypothesized that high-throughput transcriptomic analysis would elucidate biological differences in PCas arising in younger versus older men, and would nominate potential age-specific biomarkers and therapeutic targets. METHODS: The high-density Affymetrix GeneChip platform, encompassing >1 million genomic loci, was utilized to assess gene expression in 1090 radical prostatectomy samples from patients with long-term follow-up. We identified genes associated with metastatic progression by 10 years post-treatment in younger (age<65) versus older (age⩾65) patients, and ranked these genes by their prognostic value. We performed Gene Set Enrichment Analysis (GSEA) to nominate biological concepts that demonstrated age-specific effects, and validated a target by treating with a clinically available drug in three PCa cell lines derived from younger men. RESULTS: Over 80% of the top 1000 prognostic genes in younger and older men were specific to that age group. GSEA nominated the proteasome pathway as the most differentially prognostic in younger versus older patients. High expression of proteasomal genes conferred worse prognosis in younger but not older men on univariate and multivariate analysis. Bortezomib, a Food and Drug Administration approved proteasome inhibitor, decreased proliferation in three PCa cell lines derived from younger patients. CONCLUSIONS: Our data show significant global differences in prognostic genes between older versus younger men. We nominate proteasomeal gene expression as an age-specific biomarker and potential therapeutic target specifically in younger men. Limitations of our study include clinical differences between cohorts, and increased comorbidities and lower survival in older patients. These intriguing findings suggest that current models of PCa biology do not adequately represent genetic heterogeneity of PCa related to age, and future clinical trials would benefit from stratification based on age.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Biomarkers, Tumor / Proteasome Endopeptidase Complex / Transcriptome Type of study: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Humans / Male / Middle aged Language: En Journal: Prostate Cancer Prostatic Dis Journal subject: ENDOCRINOLOGIA / NEOPLASIAS / UROLOGIA Year: 2015 Document type: Article Affiliation country: United States Country of publication: United kingdom

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Biomarkers, Tumor / Proteasome Endopeptidase Complex / Transcriptome Type of study: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Humans / Male / Middle aged Language: En Journal: Prostate Cancer Prostatic Dis Journal subject: ENDOCRINOLOGIA / NEOPLASIAS / UROLOGIA Year: 2015 Document type: Article Affiliation country: United States Country of publication: United kingdom