Gober Madeline Krentz, Flight Robert M, Lambert Joshua, Moseley Hunter, Stromberg Arnold, Black Esther P
Department of Pharmaceutical Sciences, Markey Cancer Center, University of Kentucky, Lexington, KY, USA.
Department of Molecular and Cellular Biochemistry, Markey Cancer Center, University of Kentucky, Lexington, KY, USA.
Cancer Inform. 2019 May 9;18:1176935119843507. doi: 10.1177/1176935119843507. eCollection 2019.
KRAS-activation mutations occur in 25% to 40% of lung adenocarcinomas and are a known mechanism of epidermal growth factor receptor inhibitor (EGFRI) resistance. There are currently no targeted therapies approved specifically for the treatment of KRAS-active non-small cell lung cancers (NSCLC). Attempts to target mutant KRAS have failed in clinical studies leaving no targeted therapy option for these patients. To circumvent targeting KRAS directly, we hypothesized that targeting proteins connected to KRAS function rather than targeting KRAS directly could induce cell death in KRAS-active NSCLC cells. To identify potential targets, we leveraged 2 gene expression data sets derived from NSCLC cell lines either resistant and sensitive to EGFRI treatment. Using a Feasible Solutions Algorithm, we identified genes with deregulated expression in KRAS-active cell lines and used STRING as a source for known protein-protein interactions. This process generated a network of 385 deregulated proteins including KRAS and other known mechanisms of EGFRI resistance. To identify candidate drug targets from the network for further study, we selected proteins with the greatest number of connections within the network and possessed an enzymatic activity that could be inhibited with an existing pharmacological agent. Of the potential candidates, the pharmacological impact of targeting casein kinase 2 (CK2) as a single target was tested, and we found a modest reduction in viability in KRAS-active NSCLC cells. MEK was chosen as a second target from outside the network because it lies downstream of KRAS and MEK inhibition can overcome resistance to CK2 inhibitors. We found that CK2 and MEK inhibition demonstrates moderate synergy in inducing apoptosis in KRAS-active NSCLC cells. These results suggest promise for a combination inhibitor strategy for treating KRAS-active NSCLC.
KRAS激活突变发生在25%至40%的肺腺癌中,是表皮生长因子受体抑制剂(EGFRI)耐药的一种已知机制。目前尚无专门批准用于治疗KRAS激活的非小细胞肺癌(NSCLC)的靶向疗法。在临床研究中,针对突变型KRAS的尝试均告失败,这些患者没有靶向治疗选择。为了规避直接靶向KRAS,我们假设靶向与KRAS功能相关的蛋白质而非直接靶向KRAS,可能会诱导KRAS激活的NSCLC细胞死亡。为了确定潜在靶点,我们利用了来自对EGFRI治疗耐药和敏感的NSCLC细胞系的2个基因表达数据集。使用可行解算法,我们确定了在KRAS激活的细胞系中表达失调的基因,并将STRING用作已知蛋白质-蛋白质相互作用的来源。这一过程生成了一个由385种失调蛋白质组成的网络,包括KRAS和其他已知的EGFRI耐药机制。为了从网络中识别出可供进一步研究的候选药物靶点,我们选择了网络中连接数最多且具有可被现有药理剂抑制的酶活性的蛋白质。在潜在候选物中,测试了将酪蛋白激酶2(CK2)作为单一靶点进行靶向的药理作用,我们发现KRAS激活的NSCLC细胞的活力有适度降低。MEK被选为网络外的第二个靶点,因为它位于KRAS下游,抑制MEK可以克服对CK2抑制剂的耐药性。我们发现抑制CK2和MEK在诱导KRAS激活的NSCLC细胞凋亡方面表现出适度的协同作用。这些结果表明联合抑制剂策略治疗KRAS激活的NSCLC具有前景。