A Prospective Validation Cohort Study of a Prediction Model on Non-sentinel Lymph Node Involvement in Early Breast Cancer

Ann Surg Oncol. 2020 May;27(5):1653-1658. doi: 10.1245/s10434-019-07980-x. Epub 2019 Oct 28.

Abstract

Background: Early breast cancer with one or two sentinel lymph nodes (SLNs) may omit axillary lymph node dissection (ALND) if followed by radiotherapy. However, only less than one-third of the patients have positive non-SLNs and can truly benefit from radiotherapy. Before any regional treatment decision, the risk of non-SLN metastasis must be identified. The authors previously developed a predictive model for non-SLN involvement using CK19 mRNA and contrast-enhanced ultrasound (CEUS) score in a training set. They designed a further study to evaluate the predictive effect using the model prospectively in a validation set of one or two involved SLNs.

Methods: This study identified early breast cancer patients at Zhejiang Cancer Hospital from July 2017 to June 2018. The CK19 mRNA tested by quantitative real-time polymerase chain reaction and CEUS scores were collected before surgery. Patients with one or two involved SLNs were enrolled and underwent ALND. The estimated percentage of non-SLN involvement was calculated by the authors' model formula and the Memorial Sloan Kettering Cancer Center (MSKCC) nomogram. The false-negative rates, predictive accuracy, and area under curve (AUC) were compared between two predictive models.

Results: The study enrolled 235 patients, and 35.36% (83/235) of them had non-SLN involvement. The authors' model had a false-negative rate of 6% and an accuracy of 94.9%. The AUC was 0.952 (95% confidence interval [CI] 0.922-0.982), which was significantly higher than that of the MSKCC model at all three cutoff value levels.

Conclusion: The authors' model, using CK19 mRNA and the CEUS score, showed the potential predictive value of non-SLNs before surgery for early breast cancer patients.

Clinicaltrials registry: NCT02992067, NCT03280134.

Publication types

  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Area Under Curve
  • Breast Neoplasms / genetics*
  • Breast Neoplasms / pathology*
  • False Negative Reactions
  • Female
  • Humans
  • Keratin-19 / genetics*
  • Lymphatic Metastasis
  • Middle Aged
  • Multivariate Analysis
  • Nomograms*
  • Predictive Value of Tests
  • Prospective Studies
  • RNA, Messenger / analysis
  • ROC Curve
  • Sentinel Lymph Node / pathology*
  • Sentinel Lymph Node Biopsy
  • Ultrasonography

Substances

  • KRT19 protein, human
  • Keratin-19
  • RNA, Messenger

Associated data

  • ClinicalTrials.gov/NCT02992067
  • ClinicalTrials.gov/NCT03280134