Nonsentinel node metastasis in breast cancer patients: assessment of an existing and a new predictive nomogram.

BACKGROUND The accurate prediction of nonsentinel node (NSN) metastasis in breast cancer patients remains uncertain. METHODS The medical records of 574 breast cancer patients from 2 different institutions (Mayo Clinic and University of Michigan) with sentinel lymph node biopsy examination and completion axillary lymph node dissection were reviewed for multiple clinicopathologic variables. The Memorial Sloan Kettering Cancer Center nomogram performance for prediction of NSN metastases was assessed. A new model was developed with clinically relevant variables and possible advantages. RESULTS The Memorial Sloan Kettering Cancer Center nomogram predicted the likelihood of NSN metastasis with an area under the receiver operating characteristic curve of .72 and .86. For predicted probability cut-off points of 5% and 10%, the false-negative rates were 0% and 14% (Mayo), and 17% and 11% (Michigan). A new model was developed with similar area under the curve but lower false-negative rates for low-probability subgroups. CONCLUSIONS Predictive models for NSN tumor burden are imperfect.

[1]  G. Cserni The potential therapeutic effect of sentinel lymphadenectomy. , 2002, European Journal of Surgical Oncology.

[2]  D. Hosmer,et al.  Applied Logistic Regression , 1991 .

[3]  C. Compton,et al.  AJCC Cancer Staging Manual , 2002, Springer New York.

[4]  T. Julian,et al.  Prerandomization Surgical Training for the National Surgical Adjuvant Breast and Bowel Project (NSABP) B-32 Trial: A Randomized Phase III Clinical Trial to Compare Sentinel Node Resection to Conventional Axillary Dissection in Clinically Node-Negative Breast Cancer , 2005, Annals of surgery.

[5]  K. Griffith,et al.  Clinicopathologic features of metastasis in nonsentinel lymph nodes of breast carcinoma patients , 2003, Cancer.

[6]  G. Boross,et al.  Use and Limitations of a Nomogram Predicting the Likelihood of Non-Sentinel Node Involvement after a Positive Sentinel Node Biopsy in Breast Cancer Patients , 2004, The American surgeon.

[7]  Hiram S. Cody,et al.  A Nomogram for Predicting the Likelihood of Additional Nodal Metastases in Breast Cancer Patients With a Positive Sentinel Node Biopsy , 2003, Annals of Surgical Oncology.

[8]  Malcolm Pradhan,et al.  A decision aid for predicting non-sentinel node involvement in women with breast cancer and at least one positive sentinel node. , 2004, Breast.

[9]  B Fisher,et al.  Ten-year results of a randomized clinical trial comparing radical mastectomy and total mastectomy with or without radiation. , 1985, The New England journal of medicine.

[10]  L Cohen,et al.  Physical and psychological morbidity after axillary lymph node dissection for breast cancer. , 1999, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[11]  A. Giuliano,et al.  Sentinel Node Metastasis in Patients with Breast Carcinoma Accurately Predicts Immunohistochemically Detectable Nonsentinel Node Metastasis , 1999, Annals of Surgical Oncology.

[12]  L. Strobbe,et al.  Can the Memorial Sloan-Kettering Cancer Center Nomogram Predict the Likelihood of Nonsentinel Lymph Node Metastases in Breast Cancer Patients in The Netherlands? , 2005, Annals of Surgical Oncology.

[13]  M. Prasad,et al.  Predictors of positive axillary lymph nodes after sentinel lymph node biopsy in breast cancer. , 2001, American journal of surgery.

[14]  J. Donohue,et al.  Sentinel lymph node biopsy with metastasis: can axillary dissection be avoided in some patients with breast cancer? , 1999, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[15]  D G Altman,et al.  What do we mean by validating a prognostic model? , 2000, Statistics in medicine.

[16]  S. Singletary,et al.  Validation of a Breast Cancer Nomogram for Predicting Nonsentinel Lymph Node Metastases After a Positive Sentinel Node Biopsy , 2006, Annals of Surgical Oncology.

[17]  A. Meyer,et al.  Extracapsular Extension of the Sentinel Lymph Node Metastasis: A Predictor of Nonsentinel Node Tumor Burden , 2003, Annals of surgery.

[18]  R. Newcombe,et al.  Predictors of non-sentinel lymph node metastasis in breast cancer patients. , 2004, European journal of cancer.