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A risk score model predictive of the presence of additional disease in the axilla in early-breast cancer patients with one or two metastatic sentinel lymph nodes.
- Source :
-
European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology [Eur J Surg Oncol] 2014 Jul; Vol. 40 (7), pp. 835-42. Date of Electronic Publication: 2014 Mar 16. - Publication Year :
- 2014
-
Abstract
- Background: Axillary lymph node dissection (ALND) in early-breast cancer patients with positive sentinel node (SLN+) may not always be necessary.<br />Aims: To predict the finding of ≥1 metastatic axillary node in addition to SLN+(s); to discriminate between patients who would or not benefit from ALND.<br />Methods: Records of 397 consecutive patients with 1-2 SLN+s receiving ALND were reviewed. Clinico-pathological features were used in univariate and multivariate analyses to develop a logistic regression model predictive of the risk of ≥1 additional axillary node involved. The discrimination power of the model was quantified by the area under the receiver operating characteristic curve (AUC) and validated using an independent set of 83 patients.<br />Results: In univariate analyses, the risk of ≥1 additional node involved was correlated with tumor size, grade, HER-2 and Ki-67 over-expression, number of SLN+s. All factors, but Ki-67, retained in multivariate regressions were used to generate a predictive model with good discriminating power on both the training and the validation sets (AUC 0.73 and 0.75, respectively). Three patient groups were defined based on their risk to present additional axillary burden.<br />Conclusions: The model identifies SLN+-patients at low risk (≤15%) who could reasonably be spared ALND and those at high risk (>75%) who should receive ALND. For patients at intermediate risk, ALND appropriateness could be individually evaluated based on other clinico-pathological parameters.<br /> (Copyright © 2014 Elsevier Ltd. All rights reserved.)
- Subjects :
- Adult
Aged
Aged, 80 and over
Analysis of Variance
Axilla
Biopsy, Needle
Breast Neoplasms diagnosis
Breast Neoplasms surgery
Carcinoma, Ductal, Breast pathology
Carcinoma, Ductal, Breast surgery
Cohort Studies
Early Detection of Cancer methods
Female
Humans
Immunohistochemistry
Logistic Models
Lymphatic Metastasis
Middle Aged
Multivariate Analysis
Neoplasm Invasiveness pathology
Neoplasm Staging
Predictive Value of Tests
Breast Neoplasms pathology
Carcinoma, Ductal, Breast secondary
Lymph Node Excision
Lymph Nodes pathology
Sentinel Lymph Node Biopsy
Subjects
Details
- Language :
- English
- ISSN :
- 1532-2157
- Volume :
- 40
- Issue :
- 7
- Database :
- MEDLINE
- Journal :
- European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology
- Publication Type :
- Academic Journal
- Accession number :
- 24684810
- Full Text :
- https://doi.org/10.1016/j.ejso.2014.03.005