Literature DB >> 9041158

Biostatistical modeling using traditional variables and genetic biomarkers for predicting the risk of prostate carcinoma recurrence after radical prostatectomy.

J J Bauer1, R R Connelly, I A Sesterhenn, M C Bettencourt, D G McLeod, S Srivastava, J W Moul.   

Abstract

BACKGROUND: Approximately 50-60% of patients treated with radical prostatectomy for clinically localized prostate carcinoma are found to have microscopic disease that is not organ-confined, and a significant portion of these patients will relapse. Multiple studies have attempted to identify these high risk patients by evaluating many potential prognostic variables. These studies, however, have not included the more recent molecular biomarkers found to be independent predictors of disease recurrence.
METHODS: One hundred thirty-two patients who underwent radical prostatectomy at one center between 1986 and 1993 were subjected to a multivariable Cox regression analysis to determine the preoperative and postoperative variables that remain significant predictors for the likelihood of serologic recurrence. The preoperative variables included in the model were age, race, and prostate specific antigen(PSA); the postoperative variables were Gleason sum, nuclear grade, pathologic stage (capsular status), p53 tumor suppressor gene expression, bcl-2 protooncogene expression, and proliferative biomarker Ki-67 expression. Biomarkers were also evaluated separately.
RESULTS: A model was developed using only variables that remained significant predictors for the likelihood of recurrence. The following equation calculated the relative risk of recurrence: Rw = exp [(0.70 x Race) + (0.79 x PSA[4.1-10]) + (1.34 x PSA[>10]) + ( 0.91 x Organ confinement) + (0.65 x p53[1,2+]) + (1.45 x p53[3,4+]) + (0.70 x bcl-2)]. This equation categorized men into 3 distinct risk groups (low: Rr < 5.0; intermediate: Rr = 5.0-15.0; high risk: Rr > 15.0).
CONCLUSIONS: This equation allows patients at high risk for PSA recurrence to be identified shortly after radical surgery. These patients at high risk for serologic recurrence and eventual progression may be considered for currently accepted adjuvant therapy or enrollment in clinical trials for the newer investigational therapies for locally advanced prostate carcinoma.

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Year:  1997        PMID: 9041158

Source DB:  PubMed          Journal:  Cancer        ISSN: 0008-543X            Impact factor:   6.860


  7 in total

1.  Case reports on prostate cancer.

Authors: 
Journal:  Rev Urol       Date:  2004

2.  A multi-institutional pilot study of adjuvant docetaxel for patients with prostate cancer at high risk for relapse after radical prostatectomy.

Authors:  Mario A Eisenberger
Journal:  Rev Urol       Date:  2003

3.  A multi-institutional pilot study of adjuvant docetaxel for patients with prostate cancer at high risk for relapse after radical prostatectomy.

Authors:  Mario A Eisenberger
Journal:  Rev Urol       Date:  2003

4.  Molecular staging by RT-pCR analysis for PSA and PSMA in peripheral blood and bone marrow samples is an independent predictor of time to biochemical failure following radical prostatectomy for clinically localized prostate cancer.

Authors:  Constantine S Mitsiades; Peter Lembessis; Antigone Sourla; Constantine Milathianakis; Athanassios Tsintavis; Michael Koutsilieris
Journal:  Clin Exp Metastasis       Date:  2004       Impact factor: 5.150

5.  Predicting post-external beam radiation therapy PSA relapse of prostate cancer using pretreatment MRI.

Authors:  Michael H Fuchsjäger; Darko Pucar; Michael J Zelefsky; Zhigang Zhang; Qianxing Mo; Leah S Ben-Porat; Amita Shukla-Dave; Liang Wang; Victor E Reuter; Hedvig Hricak
Journal:  Int J Radiat Oncol Biol Phys       Date:  2010-02-03       Impact factor: 7.038

6.  Using molecular markers to help predict who will fail after radical prostatectomy.

Authors:  Gregory P Swanson; David Quinn
Journal:  Prostate Cancer       Date:  2011-04-14

7.  External validation of the cancer of the prostate risk assessment-s score in koreans undergoing radical prostatectomy.

Authors:  Ki Taek Seong; Ju Hyun Lim; Chang Myon Park; Han Kwon Kim; Jong Yeon Park
Journal:  Korean J Urol       Date:  2013-07-15
  7 in total

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