Department of Surgery, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.
Laboratory of HBP Integrative Precision Oncology, CHA Bio Complex, CHA Health System, Seongnam, Republic of Korea.
Cell Oncol (Dordr). 2021 Dec;44(6):1363-1371. doi: 10.1007/s13402-021-00643-8. Epub 2021 Nov 18.
Pancreatic cancer is a devastating disease with a high relapse rate, even in case of resectable pancreatic cancer. Here, we aimed to identify the prognostic significance and therapeutic options of metabolic subtypes of resectable pancreatic cancer.
Transcriptomic data were obtained from the TCGA-PAAD cohort in the The Cancer Genome Atlas (TCGA) data portal (n = 182). After integrative analysis of transcriptomic data in the discovery cohort, immunohistochemical (IHC) staining was performed in an independent cohort (n = 51) to validate the molecules of interest. Experimental testing for the molecules of interest was performed in vitro using pancreatic cancer cell line models AsPC1, BxPC3, MIA PaCa-2 and PANC-1.
Two subtypes showing distinct gene expression patterns in the TCGA-PAAD dataset were identified. Of these, the active glucose metabolism subtype showed a significantly lower survival rate related to relapse after surgical resection. The genes SLC2A1 (GLUT1) and SLC16A3 (MCT4) were highly enriched in this subtype. The validation cohort showed a high MCT4 staining and a high relapse rate (p = 0.01). Several molecular pathways associated with aggressive tumor biology, including cell cycle regulation and Myc and mTOR downstream signaling, were highly enriched in the active glucose metabolism subtype, as well as with distinct responses to immunotherapy. MCT4 inhibition suppressed the in vitro malignant characteristics of pancreatic cancer cells and showed a synergistic effect with gemcitabine treatment.
From our data we conclude that MCT4 may serve as a potential therapeutic target in resectable pancreatic cancer. The precision medicine strategy for resectable pancreatic cancer should be validated in a clinical setting with a prospective study design.
胰腺癌是一种毁灭性疾病,即使在可切除的胰腺癌病例中,复发率也很高。在这里,我们旨在确定可切除胰腺癌的代谢亚型的预后意义和治疗选择。
从癌症基因组图谱(TCGA)数据门户中的 TCGA-PAAD 队列中获取转录组数据(n=182)。在发现队列中对转录组数据进行综合分析后,在独立队列(n=51)中进行免疫组织化学(IHC)染色以验证感兴趣的分子。使用胰腺癌细胞系模型 AsPC1、BxPC3、MIA PaCa-2 和 PANC-1 在体外对感兴趣的分子进行实验测试。
在 TCGA-PAAD 数据集,确定了两种表现出不同基因表达模式的亚型。其中,活跃的葡萄糖代谢亚型在手术后复发相关的生存率方面表现出显著降低。SLC2A1(GLUT1)和 SLC16A3(MCT4)基因在该亚型中高度富集。验证队列显示高 MCT4 染色和高复发率(p=0.01)。与侵袭性肿瘤生物学相关的几种分子途径,包括细胞周期调节以及 Myc 和 mTOR 下游信号,在活跃的葡萄糖代谢亚型中高度富集,并且对免疫疗法有独特的反应。MCT4 抑制抑制了胰腺癌细胞的体外恶性特征,并与吉西他滨治疗表现出协同作用。
根据我们的数据,我们得出结论,MCT4 可能是可切除胰腺癌的潜在治疗靶点。可切除胰腺癌的精准医学策略应在具有前瞻性研究设计的临床环境中进行验证。