Sari Bilge, Gulbey Ozcan, Hamill Kevin J
Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom.
Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.
Front Cell Dev Biol. 2023 Sep 15;11:1242706. doi: 10.3389/fcell.2023.1242706. eCollection 2023.
Poor outcomes and chemotherapy resistance for patients with pancreatic adenocarcinoma (PAAD) are a challenge worldwide, and new or improved prognostic biomarkers are urgently required. Individual laminin family members have been established as cancer-associated markers, predicting patient outcomes in many cancer types, including PAAD. Here, we used multiple modalities including RNAseq and gene chip, and genomic and proteomic data to examine the relationships of all laminin genes in PAAD with clinical outcomes. These analyses identified that LAMA3, LAMB3, and LAMC2 expression levels are increased at the mRNA and protein levels in PAAD tumours with evidence of co-regulation. Increased expression of all three genes was associated with decreased promoter methylation status, TP53 mutations, and altered receptor tyrosine kinase (RTK) pathways. Clinically, high LAMA3, LAMB3, and LAMC2 transcript abundance was each related to an advanced histological grade. Moreover, high expression of these genes individually predicted poor patient survival, while a signature of combined high expression of LAMA3, LAMB3, and LAMC2 was a stronger predictor of patient outcomes than each gene alone. Interestingly, cell lines with high expression of LM332 chains were not sensitive to the commonly used PAAD chemotherapy drugs paclitaxel and gemcitabine; however, increased sensitivity was evident for erlotinib, afatinib, gefitinib, and cetuximab epidermal growth factor (EGFR) RTK inhibitors. To explore possible mechanisms, we investigated co-expressed genes, identifying eight hub genes, namely, , , , , , , , and , which are co-expressed with all three of LAMA3, LAMB3, and LAMC2. Of these, only SERPINB5 provided a stronger predictive value than the laminin-encoding genes. Together, these multiple integrated analyses suggest that the combined expression of LM332 is a useful prognostic biomarker for PAAD and could help patient stratification and therapeutic selection.
胰腺腺癌(PAAD)患者预后不良且存在化疗耐药性,这是一个全球性的挑战,因此迫切需要新的或改进的预后生物标志物。单个层粘连蛋白家族成员已被确立为癌症相关标志物,可预测包括PAAD在内的多种癌症类型患者的预后。在此,我们使用了包括RNA测序和基因芯片以及基因组和蛋白质组数据在内的多种方法,来研究PAAD中所有层粘连蛋白基因与临床预后的关系。这些分析确定,在PAAD肿瘤中,LAMA3、LAMB3和LAMC2的表达水平在mRNA和蛋白质水平上均升高,且有共同调控的证据。这三个基因的表达增加与启动子甲基化状态降低、TP53突变以及受体酪氨酸激酶(RTK)途径改变有关。临床上,高LAMA3、LAMB3和LAMC2转录本丰度均与高级别组织学分级相关。此外,这些基因的高表达分别预示着患者生存率低,而LAMA3、LAMB3和LAMC2联合高表达特征比单个基因更能有力地预测患者预后。有趣的是,高表达LM332链的细胞系对常用的PAAD化疗药物紫杉醇和吉西他滨不敏感;然而,对于厄洛替尼、阿法替尼、吉非替尼和西妥昔单抗表皮生长因子(EGFR)RTK抑制剂,敏感性明显增加。为了探索可能的机制,我们研究了共表达基因,确定了八个核心基因,即 、 、 、 、 、 、 和 ,它们与LAMA3、LAMB3和LAMC2这三个基因均共表达。其中,只有丝氨酸蛋白酶抑制剂B5(SERPINB5)提供了比层粘连蛋白编码基因更强的预测价值。总之,这些多重综合分析表明,LM332的联合表达是PAAD有用的预后生物标志物,有助于患者分层和治疗选择。