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

被引:34
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 24 条
[1]   More Extensive Pelvic Lymph Node Dissection Improves Survival in Patients with Node-positive Prostate Cancer [J].
Abdollah, Firas ;
Gandaglia, Giorgio ;
Suardi, Nazareno ;
Capitanio, Umberto ;
Salonia, Andrea ;
Nini, Alessandro ;
Moschini, Marco ;
Sun, Maxine ;
Karakiewicz, Pierre I. ;
Shariat, Sharhokh F. ;
Montorsi, Francesco ;
Briganti, Alberto .
EUROPEAN UROLOGY, 2015, 67 (02) :212-219
[2]   Head-to-head Comparison of Three Commonly Used Preoperative Tools for Prediction of Lymph Node Invasion at Radical Prostatectomy [J].
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
[3]   Validation of Prostate-Specific Antigen Laboratory Values Recorded in Surveillance, Epidemiology, and End Results Registries [J].
Adamo, Margaret ;
Boten, Jessica A. ;
Coyle, Linda M. ;
Cronin, Kathleen A. ;
Lam, Clara J. K. ;
Negoita, Serban ;
Penberthy, Lynne ;
Stevens, Jennifer L. ;
Ward, Kevin C. .
CANCER, 2017, 123 (04) :697-703
[4]   Complications and other surgical outcomes associated with extended pelvic lymphadenectomy in men with localized prostate cancer [J].
Briganti, Alberto ;
Chun, Felix K. -H. ;
Salonia, Andrea ;
Suardi, Nazareno ;
Gallina, Andrea ;
Da Pozzo, Luigi Filippo ;
Roscigno, Marco ;
Zanni, Giuseppe ;
Valiquette, Luc ;
Rigatti, Patrizio ;
Montorsi, Francesco ;
Karakiewicz, Pierre I. .
EUROPEAN UROLOGY, 2006, 50 (05) :1006-1013
[5]   Validation of a nomogram predicting the probability of lymph node invasion among patients undergoing radical prostatectomy and an extended pelvic lymphadenectomy [J].
Briganti, Alberto ;
Chun, Felix K. -H. ;
Salonia, Andrea ;
Zanni, Giuseppe ;
Scattoni, Vincenzo ;
Valiquette, Luc ;
Rigatti, Patrizio ;
Montorsi, Francesco ;
Karakiewicz, Pierre I. .
EUROPEAN UROLOGY, 2006, 49 (06) :1019-1027
[6]   Pelvic Lymph Node Dissection in Prostate Cancer: The Mystery Is Taking Shape [J].
Briganti, Alberto ;
Suardi, Nazareno ;
Gallina, Andrea ;
Abdollah, Firas ;
Montorsi, Francesco .
EUROPEAN UROLOGY, 2013, 63 (03) :459-461
[7]   Updated Nomogram Predicting Lymph Node Invasion in Patients with Prostate Cancer Undergoing Extended Pelvic Lymph Node Dissection: The Essential Importance of Percentage of Positive Cores [J].
Briganti, Alberto ;
Larcher, Alessandro ;
Abdollah, Firas ;
Capitanio, Umberto ;
Gallina, Andrea ;
Suardi, Nazareno ;
Bianchi, Marco ;
Sun, Maxine ;
Freschi, Massimo ;
Salonia, Andrea ;
Karakiewicz, Pierre I. ;
Rigatti, Patrizio ;
Montorsi, Francesco .
EUROPEAN UROLOGY, 2012, 61 (03) :480-487
[8]   Pelvic Lymph Node Dissection in Prostate Cancer [J].
Briganti, Alberto ;
Blute, Michael L. ;
Eastham, James H. ;
Graefen, Markus ;
Heidenreich, Axel ;
Karnes, Jeffrey R. ;
Montorsi, Francesco ;
Studer, Urs E. .
EUROPEAN UROLOGY, 2009, 55 (06) :1251-1265
[9]   A preoperative nomogram identifying decreased risk of positive pelvic lymph nodes in patients with prostate cancer [J].
Cagiannos, I ;
Karakiewicz, P ;
Eastham, JA ;
Ohori, M ;
Rabbani, F ;
Gerigk, C ;
Reuter, V ;
Graefen, M ;
Hammerer, PG ;
Erbersdobler, A ;
Huland, H ;
Kupelian, P ;
Klein, E ;
Quinn, DI ;
Henshall, SM ;
Grygiel, JJ ;
Sutherland, RL ;
Stricker, PD ;
Morash, CG ;
Scardino, PT ;
Kattan, MW .
JOURNAL OF UROLOGY, 2003, 170 (05) :1798-1803
[10]   Prostate Cancer Early Detection, Version 2.2016 [J].
Carroll, Peter R. ;
Parsons, J. Kellogg ;
Andriole, Gerald ;
Bahnson, Robert R. ;
Castle, Erik P. ;
Catalona, William J. ;
Dahl, Douglas M. ;
Davis, John W. ;
Epstein, Jonathan I. ;
Etzioni, Ruth B. ;
Farrington, Thomas ;
Hemstreet, George P., III ;
Kawachi, Mark H. ;
Kim, Simon ;
Lange, Paul H. ;
Loughlin, Kevin R. ;
Lowrance, William ;
Maroni, Paul ;
Mohler, James ;
Morgan, Todd M. ;
Moses, Kelvin A. ;
Nadler, Robert B. ;
Poch, Michael ;
Scales, Chuck ;
Shaneyfelt, Terrence M. ;
Smaldone, Marc C. ;
Sonn, Geoffrey ;
Sprenkle, Preston ;
Vickers, Andrew J. ;
Wake, Robert ;
Shead, Dorothy A. ;
Freedman-Cass, Deborah A. .
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2016, 14 (05) :509-519