Can We Skip Intraoperative Evaluation of Sentinel Lymph Nodes? Nomogram Predicting Involvement of Three or More Axillary Lymph Nodes before Breast Cancer Surgery

Cancer Res Treat. 2017 Oct;49(4):1088-1096. doi: 10.4143/crt.2016.473. Epub 2017 Jan 25.

Abstract

Purpose: The American College of Surgeons Oncology Group Z0011 trial reported that complete dissection of axillary lymph nodes (ALNs) may not be warranted in women with clinical T1-T2 tumors and one or two involved ALNs who were undergoing lumpectomy plus radiation followed by systemic therapy. The present study was conducted to identify preoperative imaging predictors of ≥ 3 ALNs.

Materials and methods: The training set consisted of 1,917 patients with clinical T1-T2 and node negative invasive breast cancer. Factors associated with ≥ 3 involved ALNs were evaluated by logistic regression analysis. The validation set consisted of 378 independent patients. The nomogram was applied prospectively to 512 patients who met the Z0011 criteria.

Results: Of the 1,917 patients, 204 (10.6%) had ≥ 3 positive nodes. Multivariate analysis showed that involvement of ≥ 3 nodes was significantly associated with ultrasonographic and chest computed tomography findings of suspicious ALNs (p < 0.001 each). These two imaging criteria, plus patient age, were used to develop a nomogram calculating the probability of involvement of ≥ 3 ALNs. The areas under the receiver operating characteristic curve of the nomogram were 0.852 (95% confidence interval [CI], 0.820 to 0.883) for the training set and 0.896 (95% CI, 0.836 to 0.957) for the validation set. Prospective application of the nomogram showed that 60 of 512 patients (11.7%) had scores above the cut-off. Application of the nomogram reduced operation time and cost, with a very low re-operation rate (1.6%).

Conclusion: Patients likely to have ≥ 3 positive ALNs could be identified by preoperative imaging. The nomogram was helpful in selective intraoperative examination of sentinel lymph nodes.

Keywords: Axilla sonography; Breast neoplasms; Chest; Computed tomography; Nomograms; Sentinel lymph node; Z0011.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Axilla / pathology*
  • Biomarkers, Tumor
  • Breast Neoplasms / diagnosis*
  • Breast Neoplasms / mortality
  • Breast Neoplasms / surgery*
  • Clinical Decision-Making
  • Disease Management
  • Female
  • Humans
  • Intraoperative Care*
  • Lymph Node Excision
  • Lymphatic Metastasis
  • Middle Aged
  • Nomograms
  • Positron Emission Tomography Computed Tomography
  • Preoperative Care*
  • ROC Curve
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Sentinel Lymph Node / pathology*
  • Sentinel Lymph Node Biopsy
  • Tomography, X-Ray Computed
  • Tumor Burden
  • Young Adult

Substances

  • Biomarkers, Tumor