Nomogram to predict pathologic complete response in HER2-positive breast cancer treated with neoadjuvant systemic therapy

Br J Cancer. 2017 Feb 14;116(4):509-514. doi: 10.1038/bjc.2016.444. Epub 2017 Jan 12.

Abstract

Background: Pathologic complete response (pCR) is associated with improved survival outcomes in patients with HER2-positive primary breast cancer. We developed a nomogram to predict the probability of pCR rates by using oestrogen receptor (ER) expression, progesterone receptor (PR) expression and HER2/CEP17 ratio as continuous variables.

Methods: We retrospectively reviewed patients with stages I-III HER2-positive invasive breast cancer who had definitive surgery in 1999-2015 and received neoadjuvant systemic therapy (NST). Multivariate logistic regression models were applied to assess the effect of variables on pCR. A nomogram was built to estimate the probability of pCR. The discriminative ability was estimated by the concordance index (C-index). The accuracy was assessed graphically with a calibration curve.

Results: A total of 793 patients were included in the analysis. Low ER expression (P<0.001), high HER2/CEP12 ratio (P=0.03), and non-inflammatory breast cancer subtype (P=0.003) were associated with increased pCR rates. Regimens containing trastuzumab or trastuzumab and pertuzumab were associated with higher pCR rates than cytotoxic agents alone (P<0.001 and P<0.001, respectively). The C-index was 0.69. The calibration curve showed good agreement.

Conclusions: Our nomogram predicted the pCR rate after NST among patients with HER2-positive primary breast cancer using clinicopathologic factors.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Antineoplastic Combined Chemotherapy Protocols / therapeutic use*
  • Biomarkers, Tumor / analysis*
  • Breast Neoplasms / diagnosis*
  • Breast Neoplasms / drug therapy*
  • Breast Neoplasms / metabolism
  • Breast Neoplasms / pathology
  • Female
  • Humans
  • Middle Aged
  • Neoadjuvant Therapy
  • Nomograms*
  • Receptor, ErbB-2 / metabolism
  • Remission Induction
  • Retrospective Studies
  • Treatment Outcome
  • Young Adult

Substances

  • Biomarkers, Tumor
  • Receptor, ErbB-2