Wu Shaohan, Sun Xiaofang, Hua Ruheng, Hu Chundong, Qin Lei
Department of General Surgery, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, 215006, Jiangsu, China.
Department of General Surgery, the Second Affiliated Hospital of Jiaxing University, No. 1518, Huancheng North Road, Jiaxing, 314000, Zhejiang, China.
Discov Oncol. 2024 Aug 3;15(1):333. doi: 10.1007/s12672-024-01204-9.
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal tumor with an ill-defined pathogenesis. DExD box (DDX) family genes are widely distributed and involved in various RNA metabolism and cellular biogenesis; their dysregulation is associated with aberrant cellular processes and malignancies. However, the prognostic significance and expression patterns of the DDX family in PDAC are not fully understood. The present study aimed to explore the clinical value of DDX genes in PDAC.
Differentially expressed DDX genes were identified. DDX genes related to prognostic signatures were further investigated using LASSO Cox regression analysis. DDX21 protein expression was analyzed using the UALCAN and human protein atlas (HPA) online tools and confirmed in 40 paired PDAC and normal tissues through Tissue Microarrays (TMA). The independent prognostic significance of DDX21 in PDAC was determined through the construction of nomogram models and calibration curves. The functional roles of DDX21 were investigated using gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Enrichment Analysis (GSEA). Cell proliferation, invasion, and migration were assessed using Cell Counting Kit-8, colony formation, Transwell, and wound healing assays.
Upregulation of genes related to prognostic signatures (DDX10, DDX21, DDX60, and DDX60L) was significantly associated with poor prognosis of patients with PDAC based on survival and recurrence time. Considering the expression profile and prognostic values of the signature-related genes, DDX21 was finally selected for further exploration. DDX21 was overexpressed significantly at both the mRNA and protein levels in PDAC compared to normal pancreatic tissues. DDX21 expression, pathological stage, and residual tumor were significant independent prognostic indicators in PDAC. Moreover, functional enrichment analysis revealed that Genes co-expressed with DDX21 are predominantly involved in RNA metabolism, helicase activity, ribosome biogenesis, cell cycle, and various cancer-related pathways, such as PI3K/Akt signaling pathway and TGF-β signaling pathway. Furthermore, in vitro experiments confirmed that the knockdown of DDX21 significantly reduced MIA PaCa-2 cell viability, proliferation, migration, and invasion.
Four signature-related genes could relatively precisely predict the prognosis of patients with PDAC. Specifically, DDX21 upregulation may signal an unfavorable prognosis by negatively affecting the biological properties of PDAC cells. DDX21 may be considered as a candidate therapeutic target in PDAC.
胰腺导管腺癌(PDAC)是一种致死率很高的肿瘤,其发病机制尚不明确。解旋酶DExD框(DDX)家族基因广泛分布,参与各种RNA代谢和细胞生物发生过程;其失调与异常的细胞过程和恶性肿瘤相关。然而,DDX家族在PDAC中的预后意义和表达模式尚未完全明确。本研究旨在探讨DDX基因在PDAC中的临床价值。
鉴定差异表达的DDX基因。使用LASSO Cox回归分析进一步研究与预后特征相关的DDX基因。使用UALCAN和人类蛋白质图谱(HPA)在线工具分析DDX21蛋白表达,并通过组织微阵列(TMA)在40对PDAC和正常组织中进行验证。通过构建列线图模型和校准曲线确定DDX21在PDAC中的独立预后意义。使用基因本体论(GO)、京都基因与基因组百科全书(KEGG)和基因集富集分析(GSEA)研究DDX21的功能作用。使用细胞计数试剂盒-8、集落形成、Transwell和伤口愈合试验评估细胞增殖、侵袭和迁移。
基于生存和复发时间,与预后特征相关的基因(DDX10、DDX21、DDX60和DDX60L)上调与PDAC患者的不良预后显著相关。考虑到特征相关基因的表达谱和预后价值,最终选择DDX21进行进一步探索。与正常胰腺组织相比,DDX21在PDAC的mRNA和蛋白水平均显著过表达。DDX21表达、病理分期和残留肿瘤是PDAC中显著的独立预后指标。此外,功能富集分析显示,与DDX21共表达的基因主要参与RNA代谢、解旋酶活性、核糖体生物发生、细胞周期以及各种癌症相关途径,如PI3K/Akt信号通路和TGF-β信号通路。此外,体外实验证实,敲低DDX21可显著降低MIA PaCa-2细胞活力、增殖、迁移和侵袭。
四个特征相关基因可以相对准确地预测PDAC患者的预后。具体而言,DDX21上调可能通过对PDAC细胞生物学特性产生负面影响,预示预后不良。DDX21可被视为PDAC的候选治疗靶点。