Validation of the prostate health index in a predictive model of prostate cancer

被引:5
作者
Sanchis-Bonet, A. [1 ]
Barrionuevo-Gonzalez, M. [2 ]
Bajo-Chueca, A. M. [3 ]
Pulido-Fonseca, L. [1 ]
Ortega-Polledo, L. E. [1 ]
Tamayo-Ruiz, J. C. [1 ]
Sanchez-Chapado, M. [1 ,3 ]
机构
[1] Hosp Univ Principe Asturias, Dept Urol, Alcala De Henares, Madrid, Spain
[2] Hosp Univ Principe Asturias, Dept Bioquim & Anal Clin, Alcala De Henares, Madrid, Spain
[3] Univ Alcala de Henares, Fac Med, Dept Biol Sistemas, Alcala De Henares, Madrid, Spain
来源
ACTAS UROLOGICAS ESPANOLAS | 2018年 / 42卷 / 01期
关键词
Prostate cancer; Prostate health index; Predictive models; Decision curve analysis; Prostate biopsy; ANTIGEN; ABILITY; MULTICENTER; NG/ML;
D O I
10.1016/j.acuro.2017.06.003
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
Objectives: To validate and analyse the clinical usefulness of a predictive model of prostate cancer that incorporates the biomarker <<[-2] pro prostate-specific antigen using the prostate health index (PHI) in decision making for performing prostate biopsies. Material and methods: We isolated serum from 197 men with an indication for prostate biopsy to determine the total prostate-specific antigen (tPSA), the free PSA fraction (fPSA) and the [-2] proPSA (p2PSA). The PHI was calculated as p2PSA/fPSA x root tPSA. We created 2 predictive models that incorporated clinical variables along with tPSA or PHI. The performance of PHI was assessed with a discriminant analysis using receiver operating characteristic curves, internal calibration and decision curves. Results: The areas under the curve for the tPSA and PHI models were 0.71 and 0.85, respectively. The PHI model showed a better ability to discriminate and better calibration for predicting prostate cancer but not for predicting a Gleason score in the biopsy >= 7. The decision curves showed a greater net benefit with the PHI model for diagnosing prostate cancer when the probability threshold was 15-35% and greater savings (20%) in the number of biopsies. Conclusions: The incorporation of p2PSA through PHI in predictive models of prostate cancer improves the accuracy of the risk stratification and helps in the decision-making process for performing prostate biopsies. (C) 2017 AEU. Published by Elsevier Espana, S.L.U. All rights reserved.
引用
收藏
页码:25 / 32
页数:8
相关论文
共 23 条
  • [1] A Preliminary Study of the Ability of the 4Kscore test, the Prostate Cancer Prevention Trial-Risk Calculator and the European Research Screening Prostate-Risk Calculator for Predicting High-Grade Prostate Cancer
    Borque-Fernando, A.
    Esteban-Escano, L. M.
    Rubio-Briones, J.
    Lou-Mercade, A. C.
    Garcia-Ruiz, R.
    Tejero-Sanchez, A.
    Munoz-Rivero, M. V.
    Cabanuz-Plo, T.
    Alfaro-Torres, J.
    Marquina-Ibanez, I. M.
    Hakim-Alonso, S.
    Mejia-Urbaez, E.
    Gil-Fabra, J.
    Gil-Martinez, P.
    Avarez-Alegret, R.
    Sanz, G.
    Gil-Sanz, M. J.
    [J]. ACTAS UROLOGICAS ESPANOLAS, 2016, 40 (03): : 155 - 163
  • [2] A Multicenter Study of [-2]Pro-Prostate Specific Antigen Combined With Prostate Specific Antigen and Free Prostate Specific Antigen for Prostate Cancer Detection in the 2.0 to 10.0 ng/ml Prostate Specific Antigen Range
    Catalona, William J.
    Partin, Alan W.
    Sanda, Martin G.
    Wei, John T.
    Klee, George G.
    Bangma, Chris H.
    Slawin, Kevin M.
    Marks, Leonard S.
    Loeb, Stacy
    Broyles, Dennis L.
    Shin, Sanghyuk S.
    Cruz, Amabelle B.
    Chan, Daniel W.
    Sokoll, Lori J.
    Roberts, William L.
    van Schaik, Ron H. N.
    Mizrahi, Isaac A.
    [J]. JOURNAL OF UROLOGY, 2011, 185 (05) : 1650 - 1655
  • [3] CATALONA WJ, 1995, JAMA-J AM MED ASSOC, V274, P1214
  • [4] COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH
    DELONG, ER
    DELONG, DM
    CLARKEPEARSON, DI
    [J]. BIOMETRICS, 1988, 44 (03) : 837 - 845
  • [5] The 2005 International Society of Urological Pathology (ISUP) Consensus Conference on Gleason Grading of Prostatic Carcinoma
    Epstein, JI
    Allsbrook, WC
    Amin, MB
    Egevad, LL
    Bastacky, S
    Beltrán, AL
    Berner, A
    Billis, A
    Boccon-Gibod, L
    Cheng, L
    Civantos, F
    Cohen, C
    Cohen, MB
    Datta, M
    Davis, C
    Delahunt, B
    Delprado, W
    Eble, JN
    Foster, CS
    Furusato, M
    Gaudin, PB
    Grignon, DJ
    Humphrey, PA
    Iczkowski, KA
    Jones, EC
    Lucia, S
    McCue, PA
    Nazeer, T
    Oliva, E
    Pan, CC
    Pizov, G
    Reuter, V
    Samaratunga, H
    Sebo, T
    Sesterhenn, I
    Shevchuk, M
    Srigley, JR
    Suzigan, S
    Takahashi, H
    Tamboli, P
    Tan, PH
    Têtu, B
    Tickoo, S
    Tomaszewski, JE
    Troncoso, P
    Tsuzuki, T
    True, LD
    van der Kwast, T
    Wheeler, TM
    Wojno, KJ
    [J]. AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 2005, 29 (09) : 1228 - 1242
  • [6] Evaluation of [-2] proPSA and Prostate Health Index (phi) for the detection of prostate cancer: a systematic review and meta-analysis
    Filella, Xavier
    Gimenez, Nuria
    [J]. CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2013, 51 (04) : 729 - 739
  • [7] Improving multivariable prostate cancer risk assessment using the Prostate Health Index
    Foley, Robert W.
    Gorman, Laura
    Sharifi, Neda
    Murphy, Keefe
    Moore, Helen
    Tuzova, Alexandra V.
    Perry, Antoinette S.
    Murphy, T. Brendan
    Lundon, Dara J.
    Watson, R. William G.
    [J]. BJU INTERNATIONAL, 2016, 117 (03) : 409 - 417
  • [8] THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE
    HANLEY, JA
    MCNEIL, BJ
    [J]. RADIOLOGY, 1982, 143 (01) : 29 - 36
  • [9] Judging new markers by their ability to improve predictive accuracy
    Kattan, MW
    [J]. JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2003, 95 (09) : 634 - 635
  • [10] Serum Isoform [-2]proPSA Derivatives Significantly Improve Prediction of Prostate Cancer at Initial Biopsy in a Total PSA Range of 2-10 ng/ml: A Multicentric European Study
    Lazzeri, Massimo
    Haese, Alexander
    de la Taille, Alexandre
    Redorta, Joan Palou
    McNicholas, Thomas
    Lughezzani, Giovanni
    Scattoni, Vincenzo
    Bini, Vittorio
    Freschi, Massimo
    Sussman, Amy
    Ghaleh, Bijan
    Le Corvoisier, Philippe
    Bou, Josep Alberola
    Fernandez, Salvador Esquena
    Graefen, Markus
    Guazzoni, Giorgio
    [J]. EUROPEAN UROLOGY, 2013, 63 (06) : 986 - 994