Wang Dazhi, Jiao Zheng, Ji Yinghui, Zhang Shuyu
Center for Precision Cancer Medicine, Clinical Oncology Pharmacist Training bases (National Health Commission), Department of Pharmacy, Qingdao Municipal Hospital, Shandong University, Qingdao;Key Laboratory of Chemical Biology (Ministry of Education), Department of Medicinal Chemistry, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China.
Center for Precision Cancer Medicine, Clinical Oncology Pharmacist Training bases (National Health Commission), Department of Pharmacy, Qingdao Municipal Hospital, Shandong University, Qingdao, China.
J Gastrointestin Liver Dis. 2020 Dec 12;29(4):509-522. doi: 10.15403/jgld-2834.
TUBA1A belongs to the tubulin superfamily, and its role in gastric cancer (GC) remains unclear. This study assessed the expression and effect of TUBA1A in GC, as well as its association with survival and clinicopathological features. Gene set enrichment analysis (GSEA) results revealed that high TUBA1A expression was associated with multiple pathways, including those that contributed to the infiltration of macrophages in the tumor microenvironment. Since increased infiltration of macrophages can lead to oxaliplatin resistance, we analyzed the association between TUBA1A, the infiltration of macrophages to the tumor microenvironment, and the inhibitory concentration 50% (IC50) of oxaliplatin. In addition, we analyzed the possible epigenetic regulation mechanism.
A total of 1,881 samples, including 1,618 patients with GC and 263 normal samples, were examined. The associations between clinicopathological features and TUBA1A were assessed by chi-square test, survival was assessed by Kaplan-Meier analysis, and gene set enrichment analysis (GSEA) was performed to explore the potential mechanisms. The associations between TUBA1A and immune infiltration of M0-, M1-, and M2- polarized macrophages were examined by applying deconvolution's quantification and Pearson's correlation analysis. The association of TUBA1A with the IC50 of oxaliplatin was analyzed by Pearson correlation test. The mechanisms of TUBA1A dysregulation were studied by analyzing methylation data. A single-cell TUBA1A mRNA expression map of the stomach was drawn from the analysis of stomach single-cell RNA sequencing data that included more than 13,000 single cells of 17 stomach cell types.
TUBA1A expression was elevated in GC (p<0.01) and indicated poorer overall survival (p<0.001), first progression survival (p<0.001), and post-progression survival (p<0.01). High TUBA1A expression was significantly correlated with more aggressive clinicopathological features of GC patients (p<0.001). Elevated TUBA1A contributes to the infiltration of macrophages to the tumor microenvironment (p<0.001) and increased the IC50 of oxaliplatin in vitro (p<0.05), while hypomethylation was shown to contribute to the upregulation of TUBA1A (p<0.05).
TUBA1A might be a potential prognostic marker and therapeutic target in GC. TUBA1A is significantly associated with the infiltration of M2-polarized macrophages in GC, and the IC50 of oxaliplatin. Hypomethylation contributes to the upregulation of TUBA1A in GC.
TUBA1A属于微管蛋白超家族,其在胃癌(GC)中的作用尚不清楚。本研究评估了TUBA1A在GC中的表达及作用,以及其与生存和临床病理特征的关联。基因集富集分析(GSEA)结果显示,高TUBA1A表达与多种通路相关,包括那些导致肿瘤微环境中巨噬细胞浸润的通路。由于巨噬细胞浸润增加可导致奥沙利铂耐药,我们分析了TUBA1A、肿瘤微环境中巨噬细胞浸润与奥沙利铂半数抑制浓度(IC50)之间的关联。此外,我们还分析了可能的表观遗传调控机制。
共检测了1881份样本,包括1618例GC患者和263份正常样本。采用卡方检验评估临床病理特征与TUBA1A之间的关联,采用Kaplan-Meier分析评估生存情况,并进行基因集富集分析(GSEA)以探索潜在机制。通过应用反卷积定量和Pearson相关分析,检测TUBA1A与M0、M1和M2极化巨噬细胞免疫浸润之间的关联。通过Pearson相关检验分析TUBA1A与奥沙利铂IC50之间的关联。通过分析甲基化数据研究TUBA1A失调的机制。从对包含17种胃细胞类型的13000多个单细胞的胃单细胞RNA测序数据的分析中绘制胃的单细胞TUBA1A mRNA表达图谱。
TUBA1A在GC中的表达升高(p<0.01),提示总生存期较差(p<0.001)、首次进展生存期较差(p<0.001)和进展后生存期较差(p<0.01)。高TUBA1A表达与GC患者更具侵袭性的临床病理特征显著相关(p<0.001)。TUBA1A升高有助于巨噬细胞浸润到肿瘤微环境中(p<0.001),并增加体外奥沙利铂的IC50(p<0.05),而低甲基化被证明有助于TUBA1A的上调(p<0.05)。
TUBA1A可能是GC的潜在预后标志物和治疗靶点。TUBA1A与GC中M2极化巨噬细胞的浸润以及奥沙利铂的IC50显著相关。低甲基化有助于GC中TUBA1A的上调。