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Quantitative Mass Spectrometric Profiling of Cancer-cell Proteomes Derived From Liquid and Solid Tumors
Published on: February 27, 2015
A targeted quantitative proteomics strategy for global kinome profiling of cancer cells and tissues
Yongsheng Xiao1, Lei Guo, Yinsheng Wang
1Department of Chemistry and.
Abstract:
Kinases are among the most intensively pursued enzyme superfamilies as targets for anti-cancer drugs. Large data sets on inhibitor potency and selectivity for more than 400 human kinases became available recently, offering the opportunity to design rationally novel kinase-based anti-cancer therapies. However, the expression levels and activities of kinases are highly heterogeneous among different types of cancer and even among different stages of the same cancer. The lack of effective strategy for profiling the global kinome hampers the development of kinase-targeted cancer chemotherapy. Here, we introduced a novel global kinome profiling method, based on our recently developed isotope-coded ATP-affinity probe and a targeted proteomic method using multiple-reaction monitoring (MRM), for assessing simultaneously the expression of more than 300 kinases in human cells and tissues. This MRM-based assay displayed much better sensitivity, reproducibility, and accuracy than the discovery-based shotgun proteomic method. Approximately 250 kinases could be routinely detected in the lysate of a single cell line. Additionally, the incorporation of iRT into MRM kinome library rendered our MRM kinome assay easily transferrable across different instrument platforms and laboratories. We further employed this approach for profiling kinase expression in two melanoma cell lines, which revealed substantial kinome reprogramming during cancer progression and demonstrated an excellent correlation between the anti-proliferative effects of kinase inhibitors and the expression levels of their target kinases. Therefore, this facile and accurate kinome profiling assay, together with the kinome-inhibitor interaction map, could provide invaluable knowledge to predict the effectiveness of kinase inhibitor drugs and offer the opportunity for individualized cancer chemotherapy.
Insights
A new method profiles over 300 human kinases using isotope-coded probes and targeted proteomics. This approach aids in developing personalized cancer therapies by predicting kinase inhibitor effectiveness based on expression levels.
Area of Science:
- Biochemistry
- Proteomics
- Cancer Research
Background:
- Kinases are key targets for anti-cancer drugs, but their heterogeneous expression complicates therapy.
- Existing profiling methods lack the sensitivity and accuracy needed for global kinome analysis.
Purpose of the Study:
- To develop a novel, sensitive, and accurate method for global kinome profiling.
- To assess kinase expression in cancer cells and correlate it with drug response.
Main Methods:
- Utilized an isotope-coded ATP-affinity probe combined with multiple-reaction monitoring (MRM) targeted proteomics.
- Developed a transferable MRM kinome library incorporating iRT for cross-platform reproducibility.
Main Results:
- Simultaneously assessed over 300 kinases, detecting approximately 250 in single cell lines with high sensitivity and accuracy.
- Revealed significant kinome reprogramming during melanoma progression.
- Demonstrated a strong correlation between kinase inhibitor efficacy and target kinase expression levels.
Conclusions:
- The developed MRM-based kinome profiling assay is a facile and accurate tool for global kinome analysis.
- This method provides valuable insights for predicting kinase inhibitor effectiveness and enabling individualized cancer chemotherapy.
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