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一个基因特征可预测三阴性乳腺癌患者对新辅助化疗的反应。

A gene signature predicts response to neoadjuvant chemotherapy in triple-negative breast cancer patients.

机构信息

Department of Breast Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, China

Department of Breast Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, China.

出版信息

Biosci Rep. 2019 May 10;39(5). doi: 10.1042/BSR20190414. Print 2019 May 31.

Abstract

Triple-negative breast cancer (TNBC) accounts for approximately 15% of all breast cancer cases. TNBC is highly aggressive and associated with poor prognosis. The present study aimed to compare gene expression between TNBC patients with pathological complete response (pCR) and those with not complete response (nCR) to neoadjuvant chemotherapy. Microarray data of 16 TNBC patients received neoadjuvant chemotherapy were identified from the Gene Expression Omnibus database and 10 patients of them had pCR. We found that 250 coding genes and 155 long noncoding RNAs (lncRNAs) were statistically differentially expressed between patients with pCR and nCR. Receiver operator characteristic curve and area under the curve (AUC) were calculated to assess predictive value of differentially expressed genes. A gene signature of three coding genes and two lncRNA was developed: 2.318TCF3 + 7.349CREB1 + 0.891CEP44 + 0.091NR_023392.1 + 1.424*NR_048561.1 - 106.682. The gene signature was further validated and had an AUC = 0.829. In summary, we profiled gene expression in pCR patients and developed a gene signature, which was effective to predict pCR among TNBC patients received neoadjuvant chemotherapy.

摘要

三阴性乳腺癌(TNBC)约占所有乳腺癌病例的 15%。TNBC 具有高度侵袭性,预后不良。本研究旨在比较新辅助化疗后病理完全缓解(pCR)和未完全缓解(nCR)的 TNBC 患者之间的基因表达。从基因表达综合数据库中确定了 16 名接受新辅助化疗的 TNBC 患者的微阵列数据,其中 10 名患者有 pCR。我们发现,pCR 和 nCR 患者之间有 250 个编码基因和 155 个长非编码 RNA(lncRNA)存在统计学差异表达。计算了接收者操作特征曲线和曲线下面积(AUC)以评估差异表达基因的预测价值。开发了一个由三个编码基因和两个 lncRNA 组成的基因特征:2.318TCF3+7.349CREB1+0.891CEP44+0.091NR_023392.1+1.424*NR_048561.1-106.682。该基因特征进一步得到验证,AUC=0.829。总之,我们对 pCR 患者进行了基因表达谱分析,并开发了一个基因特征,可有效预测接受新辅助化疗的 TNBC 患者的 pCR。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/252d/6509059/eb4acc08bb49/bsr-39-bsr20190414-g1.jpg

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