TY - JOUR
T1 - Nomogram-based prediction of overall survival after regional lymph node dissection and the role of perioperative chemotherapy in penile squamous cell carcinoma
T2 - A retrospective multicenter study
AU - Necchi, Andrea
AU - Lo Vullo, Salvatore
AU - Mariani, Luigi
AU - Zhu, Yao
AU - Ye, Ding Wei
AU - Ornellas, Antonio A.
AU - Watkin, Nick
AU - Ager, Michael
AU - Hakenberg, Oliver W.
AU - Heidenreich, Axel
AU - Raggi, Daniele
AU - Catanzaro, Mario
AU - Salvioni, Roberto
AU - Chipollini, Juan
AU - Azizi, Mounsif
AU - Spiess, Philippe E.
PY - 2019/8
Y1 - 2019/8
N2 - Objectives: To improve the prognostic allocation of patients with penile squamous-cell carcinoma (PSCC) receiving regional lymph node dissection (LND). Patients and methods: An international, multicenter, retrospective study was performed on patients with PSCC who received regional LND, with or without perioperative therapy, from 1980 to 2017. We first used a random forest (RF) method with missing data imputation. Additionally, data were modeled using Cox proportional hazard regression, and a Cox model was also fit including prespecified variables. Based on the latter model, a nomogram for estimating 12-month and 24-month overall survival (OS) was developed. Results: There were 743 patients who received LND at 7 referral centers from Europe, the USA, Brazil, and China. Of these patients, 689 were analyzed: 86 (12.5%) received neoadjuvant chemotherapy (NAC); 171 (24.8%) received adjuvant chemotherapy (AC), and 74 (10.7%) received adjuvant radiotherapy. The variables significantly associated with OS were age (P < 0.001), the pathologically involved/total removed LN ratio (P < 0.001), pN stage (overall P < 0.001), and NAC (P = 0.013). NAC and AC were ineffective in N1-2 patients (clinical and pathological, respectively), whereas they provided OS improvements in N3 patients. Finally, we developed a nomogram predicting 12- and 24-month OS based on prespecified variables (c-index: 0.75). The study is limited by its retrospective nature. Conclusions: We propose a tool that can be offered as an aid to physicians to enhance decision-making, clinical research, and patient counseling whenever LND is needed for PSCC. Administration of NAC and AC should be restricted to clinical and pathological N3 patients, respectively.
AB - Objectives: To improve the prognostic allocation of patients with penile squamous-cell carcinoma (PSCC) receiving regional lymph node dissection (LND). Patients and methods: An international, multicenter, retrospective study was performed on patients with PSCC who received regional LND, with or without perioperative therapy, from 1980 to 2017. We first used a random forest (RF) method with missing data imputation. Additionally, data were modeled using Cox proportional hazard regression, and a Cox model was also fit including prespecified variables. Based on the latter model, a nomogram for estimating 12-month and 24-month overall survival (OS) was developed. Results: There were 743 patients who received LND at 7 referral centers from Europe, the USA, Brazil, and China. Of these patients, 689 were analyzed: 86 (12.5%) received neoadjuvant chemotherapy (NAC); 171 (24.8%) received adjuvant chemotherapy (AC), and 74 (10.7%) received adjuvant radiotherapy. The variables significantly associated with OS were age (P < 0.001), the pathologically involved/total removed LN ratio (P < 0.001), pN stage (overall P < 0.001), and NAC (P = 0.013). NAC and AC were ineffective in N1-2 patients (clinical and pathological, respectively), whereas they provided OS improvements in N3 patients. Finally, we developed a nomogram predicting 12- and 24-month OS based on prespecified variables (c-index: 0.75). The study is limited by its retrospective nature. Conclusions: We propose a tool that can be offered as an aid to physicians to enhance decision-making, clinical research, and patient counseling whenever LND is needed for PSCC. Administration of NAC and AC should be restricted to clinical and pathological N3 patients, respectively.
KW - Lymph node dissection
KW - Nomogram
KW - Overall survival
KW - Penile squamous-cell carcinoma
KW - Prognosis
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UR - http://www.scopus.com/inward/citedby.url?scp=85064877715&partnerID=8YFLogxK
U2 - 10.1016/j.urolonc.2019.04.003
DO - 10.1016/j.urolonc.2019.04.003
M3 - Article
C2 - 31053524
AN - SCOPUS:85064877715
SN - 1078-1439
VL - 37
SP - 531.e7-531.e15
JO - Urologic Oncology
JF - Urologic Oncology
IS - 8
ER -