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转录特征可预测 II 期和 III 期结直肠癌转移和氟尿嘧啶为基础的辅助化疗获益情况。

Transcriptional signatures for coupled predictions of stage II and III colorectal cancer metastasis and fluorouracil-based adjuvant chemotherapy benefit.

机构信息

Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.

First Affiliated Hospital, Gannan Medical University, Ganzhou, Jiangxi.

出版信息

FASEB J. 2019 Jan;33(1):151-162. doi: 10.1096/fj.201800222RRR. Epub 2018 Jun 29.

Abstract

The current study suggests that the identification of predictive signatures of fluorouracil (5-FU) response for stage II and III colorectal cancer (CRC) could be confounded by chemotherapy-irrelevant low relapse risk. Using the samples of patients with stage II and III CRC who were treated with curative surgery only, we identified a signature with which to predict chemotherapy-irrelevant relapse risk for patients after curative surgery. By applying this signature to the samples of patients with stage II and III CRC who were treated with 5-FU-based adjuvant chemotherapy (ACT) after surgery, we predicted the relapse risk if treated with surgery only. From high-risk samples, we further identified another signature with which to predict therapeutic benefit from 5-FU-based ACT. On the basis of the relative expression orderings of gene pairs, a postsurgery relapse risk signature that consisted of 44 gene pairs was developed and verified in 3 independent data sets. A 5-FU therapeutic benefit signature that consisted of 4 gene pairs was then developed to predict the response of 5-FU-based ACT for those patients with high relapse risk after curative surgery. The signature was verified in 4 independent datasets. For patients with stage II and III CRC, the coupled signatures can first identify patients with high relapse risk after curative surgery, then predict therapeutic benefit from 5-FU-based ACT.-Song, K., Guo, Y., Wang, X., Cai, H., Zheng, W., Li, N., Song, X., Ao, L., Guo, Z., Zhao, W. Transcriptional signatures for coupled predictions of stage II and III colorectal cancer metastasis and fluorouracil-based adjuvant chemotherapy benefit.

摘要

当前研究表明,对于 II 期和 III 期结直肠癌(CRC),氟尿嘧啶(5-FU)反应的预测特征的鉴定可能会因与化疗无关的低复发风险而变得复杂。使用仅接受根治性手术治疗的 II 期和 III 期 CRC 患者的样本,我们确定了一个可预测根治性手术后患者与化疗无关的复发风险的特征。通过将该特征应用于接受 5-FU 辅助化疗(ACT)的 II 期和 III 期 CRC 患者的样本中,我们预测了仅接受手术治疗的复发风险。从高风险样本中,我们进一步确定了另一个可预测从 5-FU 为基础的 ACT 中获益的特征。基于基因对的相对表达顺序,开发了一个由 44 个基因对组成的术后复发风险特征,并在 3 个独立数据集进行了验证。然后开发了一个由 4 个基因对组成的 5-FU 治疗获益特征,以预测那些在根治性手术后复发风险高的患者对 5-FU 为基础的 ACT 的反应。该特征在 4 个独立数据集进行了验证。对于 II 期和 III 期 CRC 患者,联合特征可首先识别出根治性手术后复发风险高的患者,然后预测 5-FU 为基础的 ACT 的治疗获益。-Song, K., Guo, Y., Wang, X., Cai, H., Zheng, W., Li, N., Song, X., Ao, L., Guo, Z., Zhao, W. 用于联合预测 II 期和 III 期结直肠癌转移和基于氟尿嘧啶的辅助化疗获益的转录特征。

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