Refined Analysis of Prostate-specific Antigen Kinetics to Predict Prostate Cancer Active Surveillance Outcomes

被引:34
|
作者
Cooperberg, Matthew R. [1 ,2 ]
Brooks, James D. [3 ]
Faino, Anna, V [4 ]
Newcomb, Lisa F. [5 ,6 ]
Kearns, James T. [6 ]
Carroll, Peter R. [1 ]
Dash, Atreya [6 ]
Etzioni, Ruth [4 ]
Fabrizio, Michael D. [7 ]
Gleave, Martin E. [8 ]
Morgan, Todd M. [9 ]
Nelson, Peter S. [10 ]
Thompson, Ian M. [11 ]
Wagner, Andrew A. [12 ]
Lin, Daniel W. [5 ,6 ]
Zheng, Yingye [4 ]
机构
[1] Univ Calif San Francisco, Dept Urol, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA USA
[2] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
[3] Stanford Univ, Dept Urol, Stanford, CA 94305 USA
[4] Fred Hutchinson Canc Res Ctr, Publ Hlth Sci, Biostat Program, 1124 Columbia St, Seattle, WA 98104 USA
[5] Fred Hutchinson Canc Res Ctr, Publ Hlth Sci, Canc Prevent Program, 1124 Columbia St, Seattle, WA 98104 USA
[6] Univ Washington, Dept Urol, Seattle, WA 98195 USA
[7] Eastern Virginia Med Sch, Dept Urol, Virginia Beach, VA USA
[8] Univ British Columbia, Dept Urol Sci, Vancouver, BC, Canada
[9] Univ Michigan, Dept Urol, Ann Arbor, MI 48109 USA
[10] Fred Hutchinson Canc Res Ctr, Div Human Biol, 1124 Columbia St, Seattle, WA 98104 USA
[11] CHRISTUS Med Ctr Hosp, San Antonio, TX USA
[12] Beth Israel Deaconess Med Ctr, Div Urol, Boston, MA 02215 USA
关键词
Prostate-specific antigen; Kinetics; Prostate cancer; Active surveillance; Outcomes; FOLLOW-UP; MEN; RECOMMENDATIONS; VELOCITY; BIOPSY; COHORT;
D O I
10.1016/j.eururo.2018.01.017
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Background: For men on active surveillance for prostate cancer, utility of prostate-specific antigen (PSA) kinetics (PSAk) in predicting pathologic reclassification remains controversial. Objective: To develop prediction methods for utilizing serial PSA and evaluate frequency of collection. Design, setting, and participants: Data were collected from men enrolled in the multicenter Canary Prostate Active Surveillance Study, for whom PSA data were measured and biopsies performed on prespecified schedules. We developed a PSAk parameter based on a linear mixed-effect model (LMEM) that accounted for serial PSA levels. Outcome measurements and statistical analysis: The association of diagnostic PSA and/or PSAk with time to reclassification (increase in cancer grade and/or volume) was evaluated using multivariable Cox proportional hazards models. Results and limitations: A total of 851 men met the study criteria; 255 (30%) had a reclassification event within 5 yr. Median follow-upwas 3.7 yr. After adjusting for prostate size, time since diagnosis, biopsy parameters, and diagnostic PSA, PSAk was a significant predictor of reclassification (hazard ratio for each 0.10 increase in PSAk = 1.6 [95% confidence interval 1.2-2.1, p < 0.001]). The PSAk model improved stratification of risk prediction for the top and bottom deciles of risk over a model without PSAk. Model performance was essentially identical using PSA data measured every 6 mo to those measured every 3 mo. The major limitation is the reliability of reclassification as an end point, although it drives most treatment decisions. Conclusions: PSAk calculated using an LMEM statistically significantly predicts biopsy reclassification. Models that use repeat PSA measurements outperform a model incorporating only diagnostic PSA. Model performance is similar using PSA assessed every 3 or 6 mo. If validated, these results should inform optimal incorporation of PSA trends into active surveillance protocols and risk calculators. Patient summary: In this report, we looked at whether repeat prostate-specific antigen (PSA) measurements, or PSA kinetics, improve prediction of biopsy outcomes in men using active surveillance to manage localized prostate cancer. We found that in a large multicenter active surveillance cohort, PSA kinetics improves the prediction of surveillance biopsy outcome. (C) 2018 European Association of Urology. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:211 / 217
页数:7
相关论文
共 50 条
  • [41] Modeling prostate specific antigen kinetics in patients on active surveillance
    Zhang, Liying
    Loblaw, Andrew
    Klotz, Laurence
    JOURNAL OF UROLOGY, 2006, 176 (04): : 1392 - 1397
  • [42] Kinetics of Prostate-Specific Antigen after Carbon Ion Radiotherapy for Prostate Cancer
    Darwis, Narisa Dewi Maulany
    Oike, Takahiro
    Kawamura, Hidemasa
    Kawahara, Masahiro
    Kubo, Nobuteru
    Sato, Hiro
    Miyasaka, Yuhei
    Katoh, Hiroyuki
    Ishikawa, Hitoshi
    Matsui, Hiroshi
    Miyazawa, Yoshiyuki
    Ito, Kazuto
    Suzuki, Kazuhiro
    Gondhowiardjo, Soehartati
    Nakano, Takashi
    Ohno, Tatsuya
    CANCERS, 2020, 12 (03)
  • [43] Body mass index does not predict prostate-specific antigen or percent free prostate-specific antigen in men undergoing prostate cancer screening
    Hutterer, Georg
    Perrotte, Paul
    Gallina, Andrea
    Walz, Jochen
    Jeldres, Claudio
    Traumann, Miriam
    Suardi, Nazareno
    Saad, Fred
    Benard, Francois
    Valiquette, Luc
    McCormack, Michael
    Graefen, Markus
    Montorsi, Francesco
    Karakiewicz, Pierre I.
    EUROPEAN JOURNAL OF CANCER, 2007, 43 (07) : 1180 - 1187
  • [44] Machine learning methods can more efficiently predict prostate cancer compared with prostate-specific antigen density and prostate-specific antigen velocity
    Nitta, Satoshi
    Tsutsumi, Masakazu
    Sakka, Shotaro
    Endo, Tsuyoshi
    Hashimoto, Kenichiro
    Hasegawa, Morikuni
    Hayashi, Takayuki
    Kawai, Koji
    Nishiyama, Hiroyuki
    PROSTATE INTERNATIONAL, 2019, 7 (03) : 114 - 118
  • [45] Racial differences in prostate-specific antigen levels and prostate-specific antigen densities in patients with prostate cancer
    Abdalla, I
    Ray, P
    Ray, V
    Vaida, F
    Vijayakumar, S
    AMERICAN JOURNAL OF CLINICAL ONCOLOGY-CANCER CLINICAL TRIALS, 1999, 22 (06): : 537 - 541
  • [46] Clinical use of prostate-specific antigen and prostate-specific antigen density in the staging of patients with cancer of the prostate
    Wolff, JM
    Boeckmann, W
    Effert, PJ
    Handt, S
    Jakse, G
    EUROPEAN UROLOGY, 1996, 30 (04) : 451 - 457
  • [47] The use of prostate-specific antigen and free/total prostate-specific antigen in the diagnosis of localized prostate cancer
    Partin, AW
    Carter, HB
    UROLOGIC CLINICS OF NORTH AMERICA, 1996, 23 (04) : 531 - +
  • [48] Outcomes following active surveillance of men with localized prostate cancer diagnosed in the prostate specific antigen era
    Ercole, Barbara
    Marietti, Sarah R.
    Fine, Judith
    Albertsen, Peter C.
    JOURNAL OF UROLOGY, 2008, 180 (04): : 1336 - 1339
  • [49] THE FALL AND RISE OF PROSTATE-SPECIFIC ANTIGEN - KINETICS OF SERUM PROSTATE-SPECIFIC ANTIGEN LEVELS AFTER RADIATION-THERAPY FOR PROSTATE-CANCER
    ZAGARS, GK
    POLLACK, A
    CANCER, 1993, 72 (03) : 832 - 842
  • [50] Posttreatment Prostate-Specific Antigen Surveillance After Primary Treatment of Prostate Cancer reply
    Tilburt, Jon C.
    Kim, Simon
    Kohli, Manish
    Nahbhan, Mohammed
    MAYO CLINIC PROCEEDINGS, 2013, 88 (03) : 308 - 308