Nomogram predicting clinical outcomes in breast cancer patients treated with neoadjuvant chemotherapy

被引:35
作者
Keam, Bhumsuk [1 ,2 ]
Im, Seock-Ah [1 ,2 ]
Park, Sohee [3 ]
Nam, Byung-Ho [3 ]
Han, Sae-Won [1 ,2 ]
Oh, Do-Youn [1 ,2 ]
Kim, Jee Hyun [1 ,2 ,4 ]
Lee, Se-Hoon [1 ,2 ]
Han, Wonshik [2 ,5 ]
Kim, Dong-Wan [1 ,2 ]
Kim, Tae-You [1 ,2 ]
Park, In Ae [2 ,6 ]
Noh, Dong-Young [2 ,5 ]
Heo, Dae Seog [1 ,2 ]
Bang, Yung-Jue [1 ,2 ]
机构
[1] Seoul Natl Univ, Dept Internal Med, Coll Med, Seoul 110744, South Korea
[2] Seoul Natl Univ, Canc Res Inst, Coll Med, Seoul 110744, South Korea
[3] Natl Canc Ctr, Canc Biostat Branch, Res Inst, Goyang Si, South Korea
[4] Seoul Natl Univ, Dept Internal Med, Bundang Hosp, Songnam, South Korea
[5] Seoul Natl Univ, Dept Surg, Coll Med, Seoul 110744, South Korea
[6] Seoul Natl Univ, Dept Pathol, Coll Med, Seoul 110744, South Korea
基金
新加坡国家研究基金会;
关键词
Nomogram; Breast cancer; Neoadjuvant chemotherapy; Prediction; LYMPH-NODE STATUS; PREOPERATIVE CHEMOTHERAPY; PROGNOSTIC-SIGNIFICANCE; FREE SURVIVAL; MODELS; DOXORUBICIN; METASTASIS; THERAPY; DISEASE; ISSUES;
D O I
10.1007/s00432-011-0991-3
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose The aim of this study was to combine clinical pathologic variables that are associated with pathologic completer response (pCR) and relapse-free survival (RFS) after neoadjuvant chemotherapy into prediction nomograms. Methods A total of 370 stage II or III breast cancer patients who received neoadjuvant docetaxel/doxorubicin chemotherapy were enrolled in this study. We developed the nomograms using logistic regression model for pCR and Cox proportional hazard regression model for RFS. Results The nomogram for pCR based on initial tumor size, estrogen receptor (ER), human epidermal growth factor receptor 2, and Ki67 had good discrimination performance (AUROC = 0.830). Multivariate Cox model identified age less than 35, initial clinical stage, pathologic stage, ER, Ki67 as prognostic factors, and the nomogram for RFS was developed based on these covariates. The concordance index for the second nomogram was 0.781, and calibration was also good. Conclusions We developed nomograms based on clinical and pathologic characteristics to predict the probability of pCR and RFS for patients receiving neoadjuvant docetaxel/doxorubicin chemotherapy.
引用
收藏
页码:1301 / 1308
页数:8
相关论文
共 33 条
[1]  
[Anonymous], 1999, Applied Survival Analysis: Time-to-Event
[2]   An axilla scoring system to predict non-sentinel lymph node status in breast cancer patients with sentinel lymph node involvement [J].
Barranger, E ;
Coutant, C ;
Flahault, A ;
Delpech, Y ;
Darai, E ;
Uzan, S .
BREAST CANCER RESEARCH AND TREATMENT, 2005, 91 (02) :113-119
[3]   A risk score to predict disease-free survival in patients not achieving a pathological complete remission after preoperative chemotherapy for breast cancer [J].
Colleoni, M. ;
Bagnardi, V. ;
Rotmensz, N. ;
Dellapasqua, S. ;
Viale, G. ;
Pruneri, G. ;
Veronesi, P. ;
Torrisi, R. ;
Luini, A. ;
Intra, M. ;
Galimberti, V. ;
Montagna, E. ;
Goldhirsch, A. .
ANNALS OF ONCOLOGY, 2009, 20 (07) :1178-1184
[4]   Evidence-based use of neoaduvant taxane in operable and inoperable breast cancer [J].
Estévez, LG ;
Gradishar, WJ .
CLINICAL CANCER RESEARCH, 2004, 10 (10) :3249-3261
[5]   THE NOTTINGHAM PROGNOSTIC INDEX IN PRIMARY BREAST-CANCER [J].
GALEA, MH ;
BLAMEY, RW ;
ELSTON, CE ;
ELLIS, IO .
BREAST CANCER RESEARCH AND TREATMENT, 1992, 22 (03) :207-219
[6]   Preoperative therapy in invasive breast cancer: Pathologic assessment and systemic therapy issues in operable disease [J].
Gralow, Julie R. ;
Burstein, Harold J. ;
Wood, William ;
Hortobagyi, Gabriel N. ;
Gianni, Luca ;
Von Minckwitz, Gunter ;
Buzdar, Aman U. ;
Smith, Ian E. ;
Symmans, William F. ;
Singh, Baljit ;
Winer, Eric P. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (05) :814-819
[7]  
Greene F., 2002, AJCC cancer staging handbook: From the AJCC cancer staging manual, V6th
[8]   THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1982, 143 (01) :29-36
[9]  
Harrell FE, 1996, STAT MED, V15, P361, DOI 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO
[10]  
2-4