Bai Zilong, Liang Jiale, Nie Yuanhua, Wang Shilong, Chang Dongmin
Department of Surgical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shanxi, China.
Discov Oncol. 2025 Jul 10;16(1):1301. doi: 10.1007/s12672-025-03078-x.
Pancreatic cancer (PC) is a highly aggressive tumor with a poor prognosis and few treatment options available. While cellular senescence has been linked to the advancement of various cancers, its specific role in PC is not well understood.
We employed Mendelian randomization (MR) alongside single-cell RNA sequencing (scRNA-seq) to explore the involvement of senescence-associated genes (SAGs) in PC. A summary-data-based MR (SMR) analysis was performed to evaluate the connection between SAG expression and the risk of developing PC, using HEIDI test and colocalization analysis to reduce confounding variables. Additionally, scRNA-seq data were used to further examine SAG expression within pancreatic cancer cells and assess their potential as therapeutic targets.
The SMR analysis revealed a significant correlation between IQGAP2 expression levels and the risk of PC (P_ < 0.05), which was corroborated by HEIDI test (P_ > 0.01) and colocalization analysis (PPH4 = 0.79). Further MR analyses that IQGAP2 plays a causal role in PC at both genetic and protein levels. Functional enrichment analyses indicated that IQGAP2 participates in cytoskeletal organization, cell migration, signal transduction, along with pathways pertinent to PC development. The scRNA-seq findings demonstrated heightened IQGAP2 expression specifically in epithelial cells; drug prediction analyses identified it as a promising target for therapy.
There is a strong association between IQGAP2 and the risk factors for the progression of PC, positioning it as an attractive candidate for targeted therapies. This investigation sheds new light on mechanisms underlying PC while paving the way for precision-targeted treatment strategies.
胰腺癌(PC)是一种侵袭性很强的肿瘤,预后较差,可用的治疗选择很少。虽然细胞衰老与多种癌症的进展有关,但其在胰腺癌中的具体作用尚不清楚。
我们采用孟德尔随机化(MR)和单细胞RNA测序(scRNA-seq)来探讨衰老相关基因(SAGs)在胰腺癌中的作用。进行了基于汇总数据的MR(SMR)分析,以评估SAG表达与患胰腺癌风险之间的联系,并使用HEIDI检验和共定位分析来减少混杂变量。此外,scRNA-seq数据用于进一步检查胰腺癌细胞内的SAG表达,并评估它们作为治疗靶点的潜力。
SMR分析显示IQGAP2表达水平与胰腺癌风险之间存在显著相关性(P_<0.05),HEIDI检验(P_>0.01)和共定位分析(PPH4 = 0.79)证实了这一点。进一步的MR分析表明,IQGAP2在基因和蛋白质水平上在胰腺癌中起因果作用。功能富集分析表明,IQGAP2参与细胞骨架组织、细胞迁移、信号转导以及与胰腺癌发展相关的途径。scRNA-seq结果表明,IQGAP2在上皮细胞中特异性高表达;药物预测分析将其确定为有前景的治疗靶点。
IQGAP2与胰腺癌进展的风险因素之间存在密切关联,使其成为靶向治疗的有吸引力的候选者。这项研究为胰腺癌的潜在机制提供了新的见解,同时为精准靶向治疗策略铺平了道路。