Gan Xiang-Yu, Li Jian-Di, Chen Gang, He Rong-Quan, Luo Jia-Yuan, Zeng Jing-Jing, Yang Zi-Xuan, Yao Yu-Xuan, Zhu Jun-Jie, Li Jian-Jun, Wei Dan-Ming
Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, No. 6. Shuangyong Rd, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.
Department of Internal Medicine-Oncology, The First Affiliated Hospital of Guangxi Medical University, No. 6. Shuangyong Rd, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.
Dig Dis Sci. 2023 May;68(5):1894-1912. doi: 10.1007/s10620-022-07771-7. Epub 2022 Dec 2.
Pancreatic adenocarcinoma (PAAD) is a malignant tumor responsible for a heavy disease burden. Previously, only one pan-cancer study of Transmembrane channel-like protein 5 (TMC5) showed that TMC5 was highly expressed in PAAD, but the results lacked comprehensive verification, and the mechanism of TMC5 in PAAD was still unclear.
For exploring the expression and clinical value of TMC5 in PAAD better, we adopted a comprehensive evaluation method, using internal immunohistochemistry (IHC) data combined with microarray and RNA-sequencing data collected from public databases. The single cell RNA-sequencing (scRNA-seq) data were exploited to explore the TMC5 expression in cell populations and intercellular communication. The potential mechanism of TMC5 in PAAD was analyzed from the aspects of immune infiltration, transcriptional regulation, function and pathway enrichment.
Our IHC data includes 148 PAAD samples and 19 non-PAAD samples, along with the available microarray and RNA-sequencing data (1166 PAAD samples, 704 non-PAAD samples). The comprehensive evaluation results showed that TMC5 was evidently up-regulated in PAAD (SMD = 1.17). Further analysis showed that TMC5 was over-expressed in cancerous epithelial cells. Furthermore, TMC5 was up-regulated in more advanced tumor T and N stages. Interestingly, we found that STAT3 as an immune marker of Th17 cells was not only positively correlated with TMC5 and up-regulated in PAAD tissues, but also the major predicted TMC5 transcription regulator. Moreover, STAT3 was involved in cancer pathway of PAAD.
Up-regulated TMC5 indicates advanced tumor stage in PAAD patients, and its role in promoting PAAD development may be regulated by STAT3.
胰腺腺癌(PAAD)是一种造成沉重疾病负担的恶性肿瘤。此前,仅有一项关于跨膜通道样蛋白5(TMC5)的泛癌研究表明TMC5在PAAD中高表达,但结果缺乏全面验证,且TMC5在PAAD中的作用机制仍不清楚。
为了更好地探究TMC5在PAAD中的表达及临床价值,我们采用了综合评估方法,利用内部免疫组织化学(IHC)数据,并结合从公共数据库收集的微阵列和RNA测序数据。利用单细胞RNA测序(scRNA-seq)数据探究TMC5在细胞群体中的表达及细胞间通讯情况。从免疫浸润、转录调控、功能及通路富集等方面分析TMC5在PAAD中的潜在机制。
我们的IHC数据包括148例PAAD样本和19例非PAAD样本,以及可用的微阵列和RNA测序数据(1166例PAAD样本,704例非PAAD样本)。综合评估结果显示,TMC5在PAAD中明显上调(标准化均值差=1.17)。进一步分析表明,TMC5在癌上皮细胞中过度表达。此外,TMC5在更晚期的肿瘤T和N分期中上调。有趣 的是,我们发现作为Th17细胞免疫标志物的信号转导和转录激活因子3(STAT3)不仅与TMC5呈正相关且在PAAD组织中上调,还是TMC5主要的预测转录调节因子。此外,STAT3参与了PAAD的癌症通路。
TMC5上调表明PAAD患者肿瘤分期较晚,其在促进PAAD发展中的作用可能受STAT3调控。