A novel nomogram for the preoperative prediction of sentinel lymph node metastasis in breast cancer

Cancer Med. 2023 Mar;12(6):7039-7050. doi: 10.1002/cam4.5503. Epub 2022 Dec 15.

Abstract

Background or purpose: A practical noninvasive method to identify sentinel lymph node (SLN) status in breast cancer patients, who had a suspicious axillary lymph node (ALN) at ultrasound (US), but a negative clinical physical examination is needed. To predict SLN metastasis using a nomogram based on US and biopsy-based pathological features, this retrospective study investigated associations between clinicopathological features and SLN status.

Methods: Patients treated with SLN dissection at four centers were apportioned to training, internal, or external validation sets (n = 472, 175, and 81). Lymph node ultrasound and pathological characteristics were compared using chi-squared and t-tests. A nomogram predicting SLN metastasis was constructed using multivariate logistic regression models.

Results: In the training set, statistically significant factors associated with SLN+ were as follows: histology type (p < 0.001); progesterone receptor (PR: p = 0.003); Her-2 status (p = 0.049); and ALN-US shape (p = 0.034), corticomedullary demarcation (CMD: p < 0.001), and blood flow (p = 0.001). With multivariate analysis, five independent variables (histological type, PR status, ALN-US shape, CMD, and blood flow) were integrated into the nomogram (C-statistic 0.714 [95% CI: 0.688-0.740]) and validated internally (0.816 [95% CI: 0.784-0.849]) and externally (0.942 [95% CI: 0.918-0.966]), with good predictive accuracy and clinical applicability.

Conclusion: This nomogram could be a direct and reliable tool for individual preoperative evaluation of SLN status, and therefore aids decisions concerning ALN dissection and adjuvant treatment.

Keywords: axillary lymph node (ALN); breast cancer; nomogram; sentinel lymph node (SLN); ultrasound.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Breast Neoplasms* / pathology
  • Breast Neoplasms* / surgery
  • Female
  • Humans
  • Lymph Node Excision
  • Lymph Nodes / pathology
  • Lymphatic Metastasis* / pathology
  • Nomograms
  • Retrospective Studies
  • Sentinel Lymph Node Biopsy
  • Sentinel Lymph Node* / pathology