First North American validation and head-to-head comparison of four preoperative nomograms for prediction of lymph node invasion before radical prostatectomy

被引:32
|
作者
Bandini, Marco [1 ,2 ,3 ]
Marchioni, Michele [3 ,4 ]
Pompe, Raisa S. [3 ,5 ]
Tian, Zhe [3 ]
Gandaglia, Giorgio [1 ,2 ]
Fossati, Nicola [1 ,2 ]
Abdollah, Firas [6 ,7 ]
Graefen, Markus [5 ]
Montorsi, Francesco [1 ,2 ]
Saad, Fred [3 ]
Shariat, Shahrokh F. [8 ]
Briganti, Alberto [1 ,2 ]
Karakiewicz, Pierre I. [3 ]
机构
[1] IRCCS Osped San Raffaele, URI, Div Oncol, Unit Urol, Via Olgettina 60, I-20132 Milan, MI, Italy
[2] Univ Vita Salute San Raffaele, Milan, Italy
[3] Univ Montreal, Canc Prognost & Hlth Outcomes Unit, Hlth Ctr, Montreal, PQ, Canada
[4] Univ G dAnnunzio, Dept Urol, SS Annunziata Hosp, Chieti, Italy
[5] Univ Med Ctr Hamburg Eppendorf, Martini Klin, Hamburg, Germany
[6] Henry Ford Hlth Syst, Henry Ford Hosp, Vattikuti Urol Inst, Detroit, MI USA
[7] Henry Ford Hlth Syst, Henry Ford Hosp, VUI Ctr Outcomes Res Analyt & Evaluat VCORE, Detroit, MI USA
[8] Med Univ Vienna, Dept Urol, Vienna, Austria
关键词
lymph node invasion; nomogram; pelvic lymph node dissection; radical prostatectomy; prostate cancer; EXTENDED PELVIC LYMPHADENECTOMY; EXTERNAL VALIDATION; CANCER; DISSECTION; SURVIVAL; COMPLICATIONS; PROBABILITY;
D O I
10.1111/bju.14074
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 perform a head-to-head comparison of four nomograms; namely, the Cagiannos, the 2012-Briganti, the Godoy and the online-Memorial Sloan Kettering Cancer Center (MSKCC), for prediction of lymph node invasion (LNI) in a North American population. Patients and Methods A total of 19 775 patients with clinically localized prostate cancer (PCa) who had undergone radical prostatectomy and pelvic lymph node dissection (PLND) were identified within the Surveillance Epidemiology and End Results (SEER) database. All four nomograms were tested using Heagerty's concordance index (C-index), calibration plots and decision curve analysis (DCA). In addition, we examined specific nomogram-derived thresholds to compare the number of avoided PLNDs and missed LNI-positive cases. Results All nomograms were found to have highly comparable C-index values: the Cagiannos, 78.6%; the Godoy, 78.2%; the 2012-Briganti, 79.8%; and the MSKCC, 79.9%. The Cagiannos nomogram showed the best calibration, followed by the 2012-Briganti, the Godoy and the online-MSKCC. In DCA, the 2012-Briganti and the Cagiannos, in that order, provided the best results, followed by the Godoy and the online-MSKCC models. For each nomogram, the threshold associated with <= 10% missed LNI cases avoided 8 693 (46.6%), 8 652 (46.4%), 8 461 (45.4%) and 8 590 (46.1%) PLNDs, respectively, with the use of the Cagiannos (2.6% threshold), the online-MSKCC (4.3% threshold), the Godoy (3.6% threshold) and the 2012-Briganti (4.6% threshold) nomograms. Conclusion The Cagiannos and the 2012-Briganti nomograms exhibited the best calibrations and DCA results. Conversely, C-index values and ability to avoid unnecessary PLNDs were virtually the same for all four nomograms examined.
引用
收藏
页码:592 / 599
页数:8
相关论文
共 25 条
  • [1] Head-to-head Comparison of Three Commonly Used Preoperative Tools for Prediction of Lymph Node Invasion at Radical Prostatectomy
    Abdollah, Firas
    Schmitges, Jan
    Sun, Maxine
    Thuret, Rodolphe
    Djahangirian, Orchidee
    Tian, Zhe
    Shariat, Shahrokh F.
    Briganti, Alberto
    Perrotte, Paul
    Montorsi, Francesco
    Karakiewicz, Pierre I.
    UROLOGY, 2011, 78 (06) : 1363 - 1367
  • [2] Head-to-head Comparison of Three Commonly Used Preoperative Tools for Prediction of Lymph Node Invasion at Radical Prostatectomy EDITORIAL COMMENT
    Roach, Mack, III
    UROLOGY, 2011, 78 (06) : 1367 - 1368
  • [3] A Head-to-head Comparison of Four Prognostic Models for Prediction of Lymph Node Invasion in African American and Caucasian Individuals
    Bandini, Marco
    Marchioni, Michele
    Preisser, Felix
    Nazzani, Sebastiano
    Tian, Zhe
    Fossati, Nicola
    Gandaglia, Giorgio
    Shariat, Shahrokh F.
    Montorsi, Francesco
    Saad, Fred
    Briganti, Alberto
    Tilki, Derya
    Karakiewicz, Pierre I.
    EUROPEAN UROLOGY FOCUS, 2019, 5 (03): : 449 - 456
  • [4] Validation and head-to-head comparison of three nomograms predicting probability of lymph node invasion of prostate cancer in patients undergoing extended and/or sentinel lymph node dissection
    Grivas, Nikolaos
    Wit, Esther
    Tillier, Corinne
    van Muilekom, Erik
    Pos, Floris
    Winter, Alexander
    van der Poel, Henk
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2017, 44 (13) : 2213 - 2226
  • [5] Validation and head-to-head comparison of three nomograms predicting probability of lymph node invasion of prostate cancer in patients undergoing extended and/or sentinel lymph node dissection
    Nikolaos Grivas
    Esther Wit
    Corinne Tillier
    Erik van Muilekom
    Floris Pos
    Alexander Winter
    Henk van der Poel
    European Journal of Nuclear Medicine and Molecular Imaging, 2017, 44 : 2213 - 2226
  • [6] Head-to-Head Comparison of Two Nomograms Predicting Probability of Lymph Node Invasion in Prostate Cancer and the Therapeutic Impact of Higher Nomogram Threshold
    Venclovas, Zilvinas
    Muilwijk, Tim
    Matjosaitis, Aivaras J.
    Jievaltas, Mindaugas
    Joniau, Steven
    Milonas, Daimantas
    JOURNAL OF CLINICAL MEDICINE, 2021, 10 (05) : 1 - 11
  • [7] Head-to-Head Comparison of the Three Most Commonly Used Preoperative Models for Prediction of Biochemical Recurrence After Radical Prostatectomy
    Lughezzani, Giovanni
    Budaeus, Lars
    Isbarn, Hendrik
    Sun, Maxine
    Perrotte, Paul
    Haese, Alexander
    Chun, Felix K.
    Schlomm, Thorsten
    Steuber, Thomas
    Heinzer, Hans
    Huland, Hartwig
    Montorsi, Francesco
    Graefen, Markus
    Karakiewicz, Pierre I.
    EUROPEAN UROLOGY, 2010, 57 (04) : 562 - 568
  • [8] EXTERNAL VALIDATION AND COMPARISON OF TWO NOMOGRAMS PREDICTING THE PROBABILITY OF LYMPH NODE INVASION IN PATIENTS SUBJECTED TO ROBOTIC RADICAL PROSTATECTOMY AND CONCOMITANT LYMPH NODE DISSECTION
    Frego, Nicola
    Marco, Paciotti
    Maffei, Davide
    Avolio, Pier Paolo
    Contieri, Roberto
    Uleri, Alessandro
    Lazzeri, Massimo
    Saita, Alberto
    Casale, Paolo
    Buffi, Nicolo Maria
    Lughezzani, Giovanni
    JOURNAL OF UROLOGY, 2022, 207 (05): : E983 - E983
  • [9] Comparison of nomograms predicting lymph node invasion in patients undergoing radical prostatectomy for prostate cancer
    Nason, G. J.
    O'Connor, E. M.
    MacMahon, D.
    Moss, B.
    Considine, S. W.
    Cahill, A.
    O'Rourke, C.
    O'Brien, F. M.
    IRISH JOURNAL OF MEDICAL SCIENCE, 2018, 187 (01) : 33 - 37
  • [10] Comparison of nomograms predicting lymph node invasion in patients undergoing radical prostatectomy for prostate cancer
    G. J. Nason
    E. M. O’Connor
    D. MacMahon
    B. Moss
    S. W. Considine
    A. Cahill
    C. O’Rourke
    F. M. O’Brien
    Irish Journal of Medical Science (1971 -), 2018, 187 : 33 - 37