Centre for Biomedical Informatics, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom.
PLoS One. 2011 Jan 31;6(1):e14635. doi: 10.1371/journal.pone.0014635.
The bioenergetic status of non-small cell lung cancer correlates with tumour aggressiveness. The voltage dependent anion channel type 1 (VDAC1) is a component of the mitochondrial permeability transition pore, regulates mitochondrial ATP/ADP exchange suggesting that its over-expression could be associated with energy dependent processes including increased proliferation and invasiveness. To test this hypothesis, we conducted an in vivo gene-expression meta-analysis of surgically resected non-small cell lung cancer (NSCLC) using 602 individual expression profiles, to examine the impact of VDAC1 on survival.
METHODOLOGY/PRINCIPAL FINDINGS: High VDAC1 expression was associated with shorter overall survival with hazard ratio (HR) = 0.6639 (95% confidence interval (CI) 0.4528 to 0.9721), p = 0.035352 corresponding to 52 versus 101 months. VDAC1 predicted shorter time to recurrence and was shown to be an independent prognostic factor compared with histology, gender, age, nodal stage and tumour stage in a Cox multivariate analysis. Supervised analysis of all the datasets identified a 6-gene signature comprising HNRNPC, HSPA4, HSPA9, UBE2D2, CSNK1A1 and G3BP1 with overlapping functions involving regulation of protein turnover, RAS-RAF-MEK pathway and transcription. VDAC1 predicted survival in breast cancer and myeloma and an unsupervised analysis revealed enrichment of the VDAC1 signature in specific subsets.
In summary, gene expression analysis identifies VDAC1 gene expression as a predictor of poor outcome in NSCLC and other cancers and is associated with dysregulation of a conserved set of biological pathways, which may be causally associated with aggressive tumour behaviour.
非小细胞肺癌的生物能量状态与肿瘤侵袭性相关。电压依赖性阴离子通道 1(VDAC1)是线粒体通透性转换孔的组成部分,调节线粒体 ATP/ADP 交换,表明其过表达可能与能量依赖性过程相关,包括增殖和侵袭性增加。为了验证这一假说,我们对手术切除的非小细胞肺癌(NSCLC)进行了 602 个个体表达谱的体内基因表达荟萃分析,以研究 VDAC1 对生存的影响。
方法/主要发现:高 VDAC1 表达与总生存期缩短相关,风险比(HR)=0.6639(95%置信区间(CI)0.4528 至 0.9721),p=0.035352 对应 52 个月与 101 个月。VDAC1 预测复发时间更短,并且与组织学、性别、年龄、淋巴结分期和肿瘤分期相比,在 Cox 多变量分析中是独立的预后因素。对所有数据集的监督分析确定了一个包含 HNRNPC、HSPA4、HSPA9、UBE2D2、CSNK1A1 和 G3BP1 的 6 个基因特征,其重叠功能涉及蛋白质周转、RAS-RAF-MEK 途径和转录的调节。VDAC1 预测乳腺癌和骨髓瘤的生存,非监督分析显示特定亚组中存在 VDAC1 特征的富集。
总之,基因表达分析将 VDAC1 基因表达确定为 NSCLC 和其他癌症不良预后的预测因子,并与保守的生物途径失调相关,这可能与侵袭性肿瘤行为有因果关系。