Department of General Surgery, The First Affiliated Hospital, Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210000, China.
Department of Liver Surgery, School of Medicine, Renji Hospital, Shanghai Jiao Tong University, 160 Pujian Road, Shanghai, 200127, China.
Stem Cell Res Ther. 2022 Jul 15;13(1):292. doi: 10.1186/s13287-022-02988-9.
Improved understanding of the stemness regulation mechanism in intrahepatic cholangiocarcinoma (ICC) could identify targets and guidance for adjuvant transarterial chemoembolization (TACE).
TCGA database was excavated to identify the ICC stemness-associated genes. The pro-stemness effect of target genes was further analyzed by sphere formation assay, qRT-PCR, western blot, flow cytometric analysis, IHC, CCK8 assay and metabolomic analysis. Based on multivariate analysis, a nomogram for ICC patients with adjuvant TACE was established and our result was further confirmed by a validation cohort. Finally, the effect of dietary methionine intervention on chemotherapy was estimated by in vivo experiment and clinical data.
In this study, we identified four ICC stemness-associated genes (SDHAF2, MRPS34, MRPL11, and COX8A) that are significantly upregulated in ICC tissues and negatively associated with clinical outcome. Functional studies indicated that these 4-key-genes are associated with self-renewal ability of ICC and transgenic expression of these 4-key-genes could enhance chemoresistance of cholangiocarcinoma cells. Mechanistically, the 4-key-genes-mediated pro-stemness requires the activation of methionine cycle, and their promotion on ICC stemness characteristic is dependent on MAT2A. Importantly, we established a novel nomogram to evaluate the effectiveness of TACE for ICC patients. Further dietary methionine intervene studies indicated that patients with adjuvant TACE might benefit from dietary methionine restriction if they have a relatively high nomogram score (≥ 135).
Our results show that four ICC stemness-associated genes could serve as novel biomarkers in predicting ICC patient's response to adjuvant TACE and their pro-stemness ability may be attributed to the activation of the methionine cycle.
深入了解肝内胆管癌(ICC)中的干性调控机制,可以确定辅助经动脉化疗栓塞(TACE)的靶点和指导方向。
从 TCGA 数据库中挖掘 ICC 干性相关基因。通过球体形成实验、qRT-PCR、western blot、流式细胞术分析、免疫组化、CCK8 检测和代谢组学分析进一步分析靶基因的促干性作用。基于多变量分析,为接受辅助 TACE 的 ICC 患者建立了列线图,并通过验证队列进一步验证了我们的结果。最后,通过体内实验和临床数据估计膳食蛋氨酸干预对化疗的影响。
本研究鉴定了四个 ICC 干性相关基因(SDHAF2、MRPS34、MRPL11 和 COX8A),这些基因在 ICC 组织中显著上调,与临床结局呈负相关。功能研究表明,这 4 个关键基因与 ICC 的自我更新能力有关,这些 4 个关键基因的转基因表达可增强胆管癌细胞的化疗耐药性。从机制上讲,这 4 个关键基因介导的干性需要蛋氨酸循环的激活,它们对 ICC 干性特征的促进作用依赖于 MAT2A。重要的是,我们建立了一个新的列线图来评估 TACE 对 ICC 患者的疗效。进一步的膳食蛋氨酸干预研究表明,如果患者的列线图评分(≥135)较高,辅助 TACE 患者可能受益于膳食蛋氨酸限制。
我们的结果表明,四个 ICC 干性相关基因可作为预测 ICC 患者对辅助 TACE 反应的新型生物标志物,其干性能力可能归因于蛋氨酸循环的激活。