Amit Einav, Obena Rofeamor, Wang Yi-Ting, Zhuravel Roman, Reyes Aaron James F, Elbaz Shir, Rotem Dvir, Porath Danny, Friedler Assaf, Chen Yu-Ju, Yitzchaik Shlomo
Institute of Chemistry and the Center for Nanoscience and Nanotechnology , the Hebrew University of Jerusalem , Safra Campus, Givat Ram , Jerusalem 91904 , Israel . Email:
Institute of Chemistry , Academia Sinica , Taipei , Taiwan . Email:
Chem Sci. 2015 Aug 1;6(8):4756-4766. doi: 10.1039/c5sc00560d. Epub 2015 May 22.
We present an integrated approach for highly sensitive identification and validation of substrate-specific kinases as cancer biomarkers. Our approach combines phosphoproteomics for high throughput cancer-related biomarker discovery from patient tissues and an impedimetric kinase activity biosensor for sensitive validation. Using non-small-cell lung cancer (NSCLC) as a proof-of-concept study, label-free quantitative phosphoproteomic analysis of a pair of cancerous and its adjacent normal tissues revealed 198 phosphoproteins that are over-phosphorylated in NSCLC. Among the differentially regulated phosphorylation sites, the most significant alteration was in residue S165 in the Hepatoma Derived Growth Factor (HDGF) protein. Hence, HDGF was selected as a model system for the electrochemical studies. Further motif-based analysis of this altered phosphorylation site revealed that extracellular-signal-regulated kinase 1/2 (ERK1/2) are most likely to be the corresponding kinases. For validation of the kinase-substrate pair, densely packed peptide monolayers corresponding to the HDGF phosphorylation site were coupled to a gold electrode. Phosphorylation of the monolayer by ERK2 and dephosphorylation by alkaline phosphatase (AP) were detected by electrochemical impedance spectroscopy (EIS) and surface roughness analysis. Compared to other methods for quantification of kinase concentration, this label-free electrochemical assay offers the advantages of ultra-sensitivity as well as higher specificity for the detection of cancer-related kinase-substrate pair. With implementation of multiple kinase-substrate biomarker pairs, we expect this integrated approach to become a high throughput platform for discovery and validation of phosphorylation-mediated biomarkers.
我们提出了一种综合方法,用于高灵敏度地鉴定和验证作为癌症生物标志物的底物特异性激酶。我们的方法结合了磷酸化蛋白质组学,用于从患者组织中高通量发现癌症相关生物标志物,以及一种阻抗激酶活性生物传感器,用于灵敏验证。以非小细胞肺癌(NSCLC)作为概念验证研究,对一对癌组织及其相邻正常组织进行无标记定量磷酸化蛋白质组分析,发现198种磷酸化蛋白质在NSCLC中过度磷酸化。在差异调节的磷酸化位点中,最显著的变化发生在肝癌衍生生长因子(HDGF)蛋白的S165残基上。因此,HDGF被选为电化学研究的模型系统。对这个改变的磷酸化位点进行进一步的基于基序的分析表明,细胞外信号调节激酶1/2(ERK1/2)最有可能是相应的激酶。为了验证激酶-底物对,将与HDGF磷酸化位点对应的密集堆积肽单层与金电极偶联。通过电化学阻抗谱(EIS)和表面粗糙度分析检测ERK2对单层的磷酸化作用以及碱性磷酸酶(AP)的去磷酸化作用。与其他定量激酶浓度的方法相比,这种无标记电化学检测方法具有超灵敏度以及对检测癌症相关激酶-底物对具有更高特异性的优点。随着多种激酶-底物生物标志物对的实施,我们期望这种综合方法成为发现和验证磷酸化介导生物标志物的高通量平台。