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GENE EXPRESSION PROFILES TO PREDICT BREAST CANCER OUTCOMES

机译:基因表达谱可预测乳腺癌的结果

摘要

Methods for classifying and for evaluating the prognosis of a subject having breast cancer are provided. The methods include prediction of breast cancer subtype using a supervised algorithm trained to stratify subjects on the basis of breast cancer intrinsic subtype. The prediction model is based on the gene expression profile of the intrinsic genes listed in Table 1. This prediction model can be used to accurately predict the intrinsic subtype of a subject diagnosed with or suspected of having breast cancer. Further provided are compositions and methods for predicting outcome or response to therapy of a subject diagnosed with or suspected of having breast cancer. These methods are useful for guiding or determining treatment options for a subject afflicted with breast cancer. Methods of the invention further include means for evaluating gene expression profiles, including microarrays and quantitative polymerase chain reaction assays, as well as kits comprising reagents for practicing the methods of the invention.
机译:提供了对患有乳腺癌的受试者进行分类和评估其预后的方法。这些方法包括使用监督算法对乳腺癌亚型进行预测,该算法经过训练可根据乳腺癌固有亚型对受试者进行分层。该预测模型基于表1中列出的内在基因的基因表达谱。该预测模型可用于准确预测诊断为或怀疑患有乳腺癌的受试者的内在亚型。还提供了用于预测诊断为或怀疑患有乳腺癌的受试者的结果或对治疗的反应的组合物和方法。这些方法对于指导或确定罹患乳腺癌的受试者的治疗选择是有用的。本发明的方法还包括用于评估基因表达谱的手段,包括微阵列和定量聚合酶链反应测定法,以及包括用于实施本发明方法的试剂的试剂盒。

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