Display Settings:


Send to:

Choose Destination
See comment in PubMed Commons below
J Surg Oncol. 2014 Jun;109(8):764-9. doi: 10.1002/jso.23586. Epub 2014 Mar 20.

A nomogram for predicting locoregional recurrence in primary breast cancer patients who received breast-conserving surgery after neoadjuvant chemotherapy.

Author information

  • 1Department of Breast Surgical Oncology, St. Luke's International Hospital, Tokyo, Japan.



We sought to develop and validate a predictive model of locoregional recurrence (LRR) in patients who underwent breast-conserving therapy (BCT) after neoadjuvant chemotherapy (NAC).


The clinicopathological characteristics of 520 consecutive primary breast cancer patients with residual tumor who underwent BCT after NAC between 2001 and 2008 were evaluated. Predictive variables of LRR were determined using a multivariate Cox proportional hazards model. The model was validated for discrimination and calibration by bootstrap re-sampling.


At a median follow-up period of 51 months, 64 patients (12%) had developed LRR. Clinical stage T3 or T4, lymphovascular invasion, nuclear grade >3, and ≥4 positive lymph nodes metastasis were positively correlated with LRR. The nomogram for predicting LRR developed by using these four-clinicopathologic variables demonstrated high concordance. Patients with score 0-1 derived by the prediction model had significantly low LRR rate compared with patients with score 2 or higher (P < 0.001).


This nomogram may be useful to predict LRR in primary breast cancer patients who underwent BCT after NAC with high reproducibility. This model is useful to conduct a study-identifying patients who may need an additional treatment to standard adjuvant therapy because of a high probability of LRR.

© 2014 Wiley Periodicals, Inc.


breast cancer; breast-conserving therapy; locoregional recurrence; neoadjuvant chemotherapy; nomogram

[PubMed - indexed for MEDLINE]
PubMed Commons home

PubMed Commons

How to join PubMed Commons

    Supplemental Content

    Full text links

    Icon for John Wiley & Sons, Inc.
    Loading ...
    Write to the Help Desk