Huang Xing, Feng Yipeng, Ma Dawei, Ding Hanlin, Dong Gaochao, Chen Yan, Huang Xiaochen, Zhang Jingyuan, Xu Xinyu, Chen Chen
Department of Pathology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & the Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China.
Department of Thoracic Surgery, Nanjing Medical University Affiliated Cancer Hospital & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China.
Front Mol Biosci. 2022 Aug 26;9:887887. doi: 10.3389/fmolb.2022.887887. eCollection 2022.
Intraductal papillary mucinous neoplasm (IPMN) is a common pancreatic precancerous lesion, with increasing incidence in recent years. However, the mechanisms of IPMN progression into invasive cancer remain unclear. The mRNA expression data of IPMN/PAAD patients were extracted from the TCGA and GEO databases. First, based on GSE19650, we analyzed the molecular alterations, tumor stemness, immune landscape, and transcriptional regulation of IPMN progression. The results indicated that gene expression changed dramatically, specifically at the intraductal papillary-mucinous adenoma (IPMA) stage. Gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Kyoto Encyclopedia of Genes and Genomes (GSEA) pathway analyses showed that glycoprotein-related, cell cycle, and P53 pathways displayed the most significant changes during progression. With IPMN progression, tumor stemness increased continuously, and KRAS, ERBB3, RUNX1, and ELF3 are essential driver genes affecting tumor stemness. Motif analysis suggested that KLF4 may be a specific transcription factor that regulates gene expression in the IPMA stage, while MYB and MYBL1 control gene expression in the IPMC and invasive stages, respectively. Then, GSE19650 and GSE71729 transcriptome data were combined to perform the least absolute shrinkage and selection operator (LASSO) method and Cox regression analysis to develop an 11-gene prediction model (KCNK1, FHL2, LAMC2, CDCA7, GPX3, C7, VIP, HBA1, BTG2, MT1E, and LYVE1) to predict the prognosis of pancreatic cancer patients. The reliability of the model was validated in the GSE71729 and TCGA databases. Finally, 11 additional IPMN patients treated in our hospital were included, and the immune microenvironment changes during IPMN progression were analyzed by immunohistochemistry (IHC). IHC results suggest that Myeloid-derived suppressor cells (MDSCs) and macrophages may be key in the formation of immunosuppressive microenvironment of IPMN progression. Our study deepens our understanding of IPMN progression, especially the changes in the immune microenvironment. The findings of this work may contribute to the development of new therapeutic strategies for IPMN.
导管内乳头状黏液性肿瘤(IPMN)是一种常见的胰腺癌前病变,近年来发病率不断上升。然而,IPMN进展为浸润性癌的机制仍不清楚。从TCGA和GEO数据库中提取IPMN/PAAD患者的mRNA表达数据。首先,基于GSE19650,我们分析了IPMN进展的分子改变、肿瘤干性、免疫格局和转录调控。结果表明,基因表达发生了显著变化,特别是在导管内乳头状黏液性腺瘤(IPMA)阶段。基因本体(GO)、京都基因与基因组百科全书(KEGG)和基因集富集分析(GSEA)通路分析表明,糖蛋白相关、细胞周期和P53通路在进展过程中显示出最显著的变化。随着IPMN的进展,肿瘤干性持续增加,KRAS、ERBB3、RUNX1和ELF3是影响肿瘤干性的关键驱动基因。基序分析表明,KLF4可能是在IPMA阶段调节基因表达的特异性转录因子,而MYB和MYBL1分别在IPMC和浸润阶段控制基因表达。然后,结合GSE19650和GSE71729转录组数据,采用最小绝对收缩和选择算子(LASSO)方法和Cox回归分析,建立了一个11基因预测模型(KCNK1、FHL2、LAMC2、CDCA7、GPX3、C7、VIP、HBA1、BTG2、MT1E和LYVE1)来预测胰腺癌患者的预后。该模型的可靠性在GSE71729和TCGA数据库中得到验证。最后,纳入我院另外11例接受治疗的IPMN患者,通过免疫组织化学(IHC)分析IPMN进展过程中的免疫微环境变化。免疫组化结果表明,髓源性抑制细胞(MDSCs)和巨噬细胞可能是IPMN进展过程中免疫抑制微环境形成的关键因素。我们的研究加深了我们对IPMN进展的理解,特别是免疫微环境的变化。这项工作的发现可能有助于开发针对IPMN的新治疗策略。