ACS Chemical Biology · 2019 · 16 citations · 29 references
Life SciencesBiochemistryMolecular BiologyBiosensorsProteomicsSignal TransductionActivity-based Protein ProfilingAssay ValidationProtein Complex AnalysisProtein QuantificationProtein-protein Interaction AnalysisQuantitative ProteomicsBiochemical CharacterizationChemometric AnalysisErk SignalingExtracellular Signal-regulated Kinase PathwayExtracellular Signal-regulated Kinase SignalingMitogen-activated Protein Kinase KinaseProtein ModificationsWestern Blot Analysis
The understanding of complex biological systems requires an ability to evaluate interacting networks of genes, proteins, and cellular reactions. Enabling technologies that support the rapid quantification of these networks will facilitate the development of biological models and help to identify treatment targets and to assess treatment plans. The biochemical process of protein phosphorylation, which underlies almost all aspects of cell signaling, is typically evaluated by immunoblotting procedures (Western blot) or more recently proteomics procedures, which provide qualitative estimates of the concentration of proteins and their modifications in cells. However, protein modifications are difficult to correlate with activity, and while immunoblotting and proteomics approaches have the potential to be quantitative, they require a complex series of steps that diminish reproducibility. Here, a complementary approach is presented that allows for the rapid quantification of a protein kinase activity in cell lysates and tumor samples. Using the activity of cellular ERK (extracellular signal-regulated kinase) as a test case, an array sensing approach that utilizes a library of differential peptide-based biosensors and chemometric tools was used to rapidly quantify nanograms of active ERK in micrograms of unfractionated cell lysates and tumor extracts. This approach has the potential both for high-throughput and for quantifying the activities of multiple protein kinases in a single biological sample. The critical advantages of this differential sensing approach over others are that it removes the need for the addition of exogenous inhibitors to suppress the activities of major off-target kinases and allows us to quantitate the amount of active kinase in tested samples rather than measuring the changes in its activity upon induction or inhibition.
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Genomic Classification of Cutaneous Melanoma
Rehan Akbani, Kadir C. Akdemir, Bülent Arman Aksoy et al. · Cell · 2015 · 3.2K citations · Full text
Combined BRAF and MEK Inhibition versus BRAF Inhibition Alone in Melanoma
Georgina V. Long, Daniil Stroyakovskiy, Helen Gogas et al. · New England Journal of Medicine · 2014 · 1.9K citations · Full text
Medicine, Oncology, Pharmacotherapy +14