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Related Experiment Videos

Predicting a local recurrence after breast-conserving therapy by gene expression profiling.

Dimitry S A Nuyten1, Bas Kreike, Augustinus A M Hart

  • 1Department of Radiation Oncology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands.

Breast Cancer Research : BCR
|October 31, 2006
PubMed
Summary

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Gene expression profiling can predict local recurrence in breast cancer patients after breast-conserving therapy. This wound-response signature identifies high-risk patients, improving personalized treatment strategies.

Area of Science:

  • Oncology
  • Genomics
  • Breast Cancer Research

Background:

  • Predicting ipsilateral recurrences after breast-conserving therapy is crucial for tailoring local treatment in breast cancer.
  • While age and intraductal component predict recurrence, many cases remain unpredictable.
  • Gene expression profiling offers a novel approach to identify patients at risk of local recurrence.

Purpose of the Study:

  • To identify gene expression profiles capable of predicting local recurrence in individual breast cancer patients.
  • To develop a classifier for local recurrence risk after breast-conserving therapy using microarray analysis.

Main Methods:

  • Utilized established gene expression profiles (wound-response signature, 70-gene prognosis profile, hypoxia-induced profile).
  • Trained a classifier to optimize the prediction of local recurrences in a training series.

Related Experiment Videos

  • Validated the wound-response signature's predictive performance.
  • Main Results:

    • The wound-response signature effectively separated patients into high (29% risk) and low (5% risk) recurrence groups at 10 years.
    • Achieved 87.5% sensitivity and 75% specificity in predicting local recurrence.
    • The developed classifier proved to be an independent predictor in multivariable analysis.

    Conclusions:

    • Gene expression profiling can identify subgroups of breast cancer patients at increased risk of local recurrence.
    • This approach aids in personalizing treatment and improving outcomes after breast-conserving therapy.