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RNA 测序显示 PNN 和 KCNQ1OT1 可作为接受辅助化疗的 III 期结直肠癌患者临床结局的预测生物标志物。

RNA sequencing reveals PNN and KCNQ1OT1 as predictive biomarkers of clinical outcome in stage III colorectal cancer patients treated with adjuvant chemotherapy.

机构信息

Department of Health Sciences, University of Florence, Florence, Italy.

DENOTHE Excellence Center, University of Florence, Florence, Italy.

出版信息

Int J Cancer. 2019 Nov 1;145(9):2580-2593. doi: 10.1002/ijc.32326. Epub 2019 Jun 3.

DOI:10.1002/ijc.32326
PMID:30973654
Abstract

Five-year overall survival of stage III colorectal cancer (CRC) patients treated with standard adjuvant chemotherapy (ACHT) is highly variable. Genomic biomarkers and/or transcriptomic profiles identified lack of adequate validation. Aim of our study was to identify and validate molecular biomarkers predictive of ACHT response in stage III CRC patients by a transcriptomic approach. From a series of CRC patients who received ACHT, two stage III extreme cohorts (unfavorable vs. favorable prognosis) were selected. RNA-sequencing was performed from fresh frozen explants. Tumors were characterized for somatic mutations. Validation was performed in stage III CRC patients extracted from two GEO datasets. According to disease-free survival (DFS), 108 differentially expressed genes (104/4 up/downregulated in the unfavorable prognosis group) were identified. Among 104 upregulated genes, 42 belonged to olfactory signaling pathways, 62 were classified as pseudogenes (n = 17), uncharacterized noncoding RNA (n = 10), immune response genes (n = 4), microRNA (n = 1), cancer-related genes (n = 14) and cancer-unrelated genes (n = 16). Three out of four down-regulated genes were cancer-related. Mutational status (i.e., RAS, BRAF, PIK3CA) did not differ among the cohorts. In the validation cohort, multivariate analysis showed high PNN and KCNQ1OT1 expression predictive of shorter DFS in ACHT treated patients (p = 0.018 and p = 0.014, respectively); no difference was observed in untreated patients. This is the first study that identifies by a transcriptomic approach and validates PNN and KCNQ1OT1 as molecular biomarkers predictive of chemotherapy response in stage III CRC patients. After a further validation in an independent cohort, PNN and KCNQ1OT1 evaluation could be proposed to prospectively identify stage III CRC patients benefiting from ACHT.

摘要

接受标准辅助化疗 (ACHT) 治疗的 III 期结直肠癌 (CRC) 患者的 5 年总生存率差异很大。已确定的基因组生物标志物和/或转录组特征缺乏充分验证。本研究的目的是通过转录组学方法鉴定和验证预测 III 期 CRC 患者 ACHT 反应的分子生物标志物。从接受 ACHT 的一系列 CRC 患者中,选择了两个 III 期极端队列(预后不良与预后良好)。对新鲜冷冻标本进行 RNA 测序。对肿瘤进行体细胞突变分析。在从两个 GEO 数据集提取的 III 期 CRC 患者中进行验证。根据无病生存 (DFS),鉴定出 108 个差异表达基因(104/4 个上调/下调在预后不良组)。在 104 个上调基因中,42 个属于嗅觉信号通路,62 个被归类为假基因(n = 17)、未明非编码 RNA(n = 10)、免疫反应基因(n = 4)、microRNA(n = 1)、癌症相关基因(n = 14)和癌症无关基因(n = 16)。三个下调基因中有两个与癌症有关。队列之间的突变状态(即 RAS、BRAF、PIK3CA)没有差异。在验证队列中,多变量分析显示,高表达 PNN 和 KCNQ1OT1 可预测 ACHT 治疗患者的 DFS 更短(分别为 p = 0.018 和 p = 0.014);在未接受治疗的患者中没有观察到差异。这是第一项通过转录组学方法鉴定并验证 PNN 和 KCNQ1OT1 作为预测 III 期 CRC 患者化疗反应的分子生物标志物的研究。在独立队列中进一步验证后,PNN 和 KCNQ1OT1 的评估可用于前瞻性识别受益于 ACHT 的 III 期 CRC 患者。

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