Cancer Science Institute of Singapore, National University of Singapore, Singapore.
Department of Surgery, National University Hospital, Singapore.
Cancer Res. 2021 May 15;81(10):2788-2798. doi: 10.1158/0008-5472.CAN-20-2872. Epub 2021 Feb 8.
Gastric cancer cases are often diagnosed at an advanced stage with poor prognosis. Platinum-based chemotherapy has been internationally accepted as first-line therapy for inoperable or metastatic gastric cancer. To achieve greater benefits, selection of patients eligible for this treatment is critical. Although gene expression profiling has been widely used as a genomic classifier to identify molecular subtypes of gastric cancer and to stratify patients for different chemotherapy regimens, its prediction accuracy can be improved. Adenosine-to-inosine (A-to-I) RNA editing has emerged as a new player contributing to gastric cancer development and progression, offering potential clinical utility for diagnosis and treatment. Using a systematic computational approach followed by both validations and validations in The Cancer Genome Atlas (TCGA), we conducted a transcriptome-wide RNA editing analysis of a cohort of 104 patients with advanced gastric cancer and identified an RNA editing (GCRE) signature to guide gastric cancer chemotherapy. RNA editing events stood as a prognostic and predictive biomarker in advanced gastric cancer. A GCRE score based on the GCRE signature consisted of 50 editing sites associated with 29 genes, predicting response to chemotherapy with a high accuracy (84%). Of note, patients demonstrating higher editing levels of this panel of sites presented a better overall response. Consistently, gastric cancer cell lines with higher editing levels showed higher chemosensitivity. Applying the GCRE score on TCGA dataset confirmed that responders had significantly higher levels of editing in advanced gastric cancer. Overall, this newly defined GCRE signature reliably stratifies patients with advanced gastric cancer and predicts response from chemotherapy. SIGNIFICANCE: This study describes a novel A-to-I RNA editing signature as a prognostic and predictive biomarker in advanced gastric cancer, providing a new tool to improve patient stratification and response to therapy.
胃癌病例通常在晚期被诊断出,预后较差。基于铂的化疗已被国际上接受为不可切除或转移性胃癌的一线治疗方法。为了获得更大的收益,选择适合这种治疗的患者至关重要。尽管基因表达谱已广泛用作基因组分类器来鉴定胃癌的分子亚型并对不同的化疗方案进行分层,但它的预测准确性可以提高。腺苷到肌苷(A-to-I)RNA 编辑已成为促进胃癌发生和发展的新参与者,为诊断和治疗提供了潜在的临床应用。我们使用系统的计算方法,随后在癌症基因组图谱(TCGA)中进行了验证和验证,对 104 名晚期胃癌患者的转录组进行了全基因组 RNA 编辑分析,并确定了一个 RNA 编辑(GCRE)特征来指导胃癌化疗。RNA 编辑事件是晚期胃癌的预后和预测生物标志物。基于 GCRE 特征的 GCRE 评分由 50 个与 29 个基因相关的编辑位点组成,能够准确预测化疗反应(84%)。值得注意的是,表现出该组位点更高编辑水平的患者总体反应更好。同样,具有更高编辑水平的胃癌细胞系表现出更高的化疗敏感性。在 TCGA 数据集上应用 GCRE 评分证实,应答者在晚期胃癌中具有明显更高的编辑水平。总的来说,这个新定义的 GCRE 特征可靠地区分了晚期胃癌患者,并预测了他们对化疗的反应。意义:这项研究描述了一种新的 A-to-I RNA 编辑特征作为晚期胃癌的预后和预测生物标志物,为改善患者分层和对治疗的反应提供了新的工具。