Global Transcriptome Analysis of Formalin-Fixed Prostate Cancer Specimens Identifies Biomarkers of Disease Recurrence

  • Qi Long
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Jianpeng Xu
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Adeboye O. Osunkoya
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Soma Sannigrahi
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Brent A. Johnson
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Wei Zhou
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Theresa Gillespie
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Jong Y. Park
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Robert K. Nam
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Linda Sugar
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Aleksandra Stanimirovic
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Arun K. Seth
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • John A. Petros
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario
  • Carlos S. Moreno
    Authors' Affiliations: Departments of 1Biomedical Informatics, 2Biostatistics and Bioinformatics, 3Pathology and Laboratory Medicine, 4Urology, 5Hematology and Medical Oncology, 6Human Genetics, and 7Surgery; 8Winship Cancer Institute, Emory University, Atlanta; 9Atlanta VA Medical Center, Decatur, Georgia; 10Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; 11Department of Laboratory Medicine and Pathobiology, University of Toronto; and 12Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario

説明

<jats:title>Abstract</jats:title> <jats:p>Prostate cancer remains the second leading cause of cancer death in American men and there is an unmet need for biomarkers to identify patients with aggressive disease. In an effort to identify biomarkers of recurrence, we performed global RNA sequencing on 106 formalin-fixed, paraffin-embedded prostatectomy samples from 100 patients at three independent sites, defining a 24-gene signature panel. The 24 genes in this panel function in cell-cycle progression, angiogenesis, hypoxia, apoptosis, PI3K signaling, steroid metabolism, translation, chromatin modification, and transcription. Sixteen genes have been associated with cancer, with five specifically associated with prostate cancer (BTG2, IGFBP3, SIRT1, MXI1, and FDPS). Validation was performed on an independent publicly available dataset of 140 patients, where the new signature panel outperformed markers published previously in terms of predicting biochemical recurrence. Our work also identified differences in gene expression between Gleason pattern 4 + 3 and 3 + 4 tumors, including several genes involved in the epithelial-to-mesenchymal transition and developmental pathways. Overall, this study defines a novel biomarker panel that has the potential to improve the clinical management of prostate cancer. Cancer Res; 74(12); 3228–37. ©2014 AACR.</jats:p>

収録刊行物

  • Cancer Research

    Cancer Research 74 (12), 3228-3237, 2014-06-12

    American Association for Cancer Research (AACR)

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