Department of Women's Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA.
Int J Oncol. 2012 Jul;41(1):179-88. doi: 10.3892/ijo.2012.1451. Epub 2012 Apr 26.
Ovarian cancer (OVCA) is the most lethal gynecological malignancy. The high mortality rate associated with this disease is due in large part to the development of resistance to chemotherapy; however, the biological basis of this remains unclear. Gemcitabine is frequently used for the treatment of patients with platinum-resistant OVCA. We report molecular signaling pathways associated with OVCA response to gemcitabine. Forty-one OVCA cell lines were subjected to gene expression analysis; in parallel, IC50 values for gemcitabine were quantified using CellTiter-Blue viability assays. Pearson's correlation coefficients were calculated for gene expression and gemcitabine IC50 values. The genes associated with gemcitabine sensitivity were subjected to pathway analysis. For the identified pathways, principal component analysis was used to derive pathway signatures and corresponding scores, which represent overall measures of pathway expression. Expression levels of the identified pathways were then evaluated in a series of clinico-genomic datasets from 142 patients with stage III/IV serous OVCA. We found that in vitro gemcitabine sensitivity was associated with expression of 131 genes (p<0.001). These genes include significant representation of three molecular signaling pathways (p<0.02): O-glycan biosynthesis, Role of Nek in cell cycle regulation and Antiviral actions of Interferons. In an external clinico-genomic OVCA dataset (n=142), expression of the O-glycan pathway was associated with overall survival, independent of surgical cytoreductive status, grade and age (p<0.001). Expression levels of Role of Nek in cell cycle regulation and Antiviral actions of Interferons were not associated with survival (p=0.31 and p=0.54, respectively). Collectively, expression of the O-glycan biosynthesis pathway, which modifies protein function via post-translational carbohydrate binding, is independently associated with overall survival from OVCA. Our findings shed light on the molecular basis of OVCA responsiveness to gemcitabine and also identify a signaling pathway that may influence patient survival.
卵巢癌(OVCA)是最致命的妇科恶性肿瘤。这种疾病的高死亡率在很大程度上是由于对化疗产生耐药性所致;然而,其生物学基础仍不清楚。吉西他滨常用于治疗铂耐药性 OVCA 患者。我们报告了与 OVCA 对吉西他滨反应相关的分子信号通路。对 41 种 OVCA 细胞系进行了基因表达分析;同时,使用 CellTiter-Blue 活力测定法定量了吉西他滨的 IC50 值。计算了基因表达和吉西他滨 IC50 值之间的 Pearson 相关系数。对与吉西他滨敏感性相关的基因进行了通路分析。对于确定的途径,使用主成分分析得出途径特征和相应的分数,这些分数代表途径表达的整体度量。然后在来自 142 名 III/IV 期浆液性 OVCA 患者的一系列临床基因组数据集中评估了鉴定途径的表达水平。我们发现,体外吉西他滨敏感性与 131 个基因的表达相关(p<0.001)。这些基因包括三个分子信号通路的重要代表性(p<0.02):O-聚糖生物合成、Nek 在细胞周期调控中的作用和干扰素的抗病毒作用。在一个外部临床基因组 OVCA 数据集(n=142)中,O-聚糖途径的表达与总生存相关,与手术减瘤状态、分级和年龄无关(p<0.001)。Nek 在细胞周期调控中的作用和干扰素的抗病毒作用表达水平与生存无关(p=0.31 和 p=0.54,分别)。总的来说,通过翻译后碳水化合物结合修饰蛋白质功能的 O-聚糖生物合成途径的表达与 OVCA 的总生存独立相关。我们的研究结果揭示了 OVCA 对吉西他滨反应的分子基础,并确定了可能影响患者生存的信号通路。