1. Pathway-Based Identification of Biomarkers for Targeted Therapeutics: Personalized Oncology with PI3K Pathway Inhibitors
- Author
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Jannik N. Andersen, Theresa Zhang, Igor Feldman, Sriram Sathyanarayanan, Brian S. Roberts, Alessandra Di Bacco, An Chi, Albert H. Y. Chen, William Arthur, Manfred Kraus, Cloud P. Paweletz, Rich A. Klinghoffer, John Rush, Lixia Li, Brian Dolinski, Bethany Lynch, Ronald C. Hendrickson, Diana Gargano, and Peter Blume-Jensen
- Subjects
Lung Neoplasms ,medicine.medical_treatment ,Breast Neoplasms ,Stathmin ,Substrate Specificity ,Targeted therapy ,Epitopes ,Mice ,Phosphoserine ,Cell Line, Tumor ,Neoplasms ,Biomarkers, Tumor ,medicine ,Animals ,Humans ,PTEN ,Tensin ,Precision Medicine ,Protein Kinase Inhibitors ,Protein kinase B ,PI3K/AKT/mTOR pathway ,Adaptor Proteins, Signal Transducing ,Phosphoinositide-3 Kinase Inhibitors ,biology ,Protein Stability ,Kinase ,PTEN Phosphohydrolase ,Computational Biology ,General Medicine ,Phosphoproteins ,Basophils ,Up-Regulation ,Enzyme Activation ,Cytoskeletal Proteins ,Protein Transport ,Biochemistry ,biology.protein ,Cancer research ,Phosphorylation ,Phosphatidylinositol 3-Kinase ,Proto-Oncogene Proteins c-akt ,Signal Transduction ,Subcellular Fractions - Abstract
Although we have made great progress in understanding the complex genetic alterations that underlie human cancer, it has proven difficult to identify which molecularly targeted therapeutics will benefit which patients. Drug-specific modulation of oncogenic signaling pathways in specific patient subpopulations can predict responsiveness to targeted therapy. Here, we report a pathway-based phosphoprofiling approach to identify and quantify clinically relevant, drug-specific biomarkers for phosphatidylinositol 3-kinase (PI3K) pathway inhibitors that target AKT, phosphoinositide-dependent kinase 1 (PDK1), and PI3K-mammalian target of rapamycin (mTOR). We quantified 375 nonredundant PI3K pathway-relevant phosphopeptides, all containing AKT, PDK1, or mitogen-activated protein kinase substrate recognition motifs. Of these phosphopeptides, 71 were drug-regulated, 11 of them by all three inhibitors. Drug-modulated phosphoproteins were enriched for involvement in cytoskeletal reorganization (filamin, stathmin, dynamin, PAK4, and PTPN14), vesicle transport (LARP1, VPS13D, and SLC20A1), and protein translation (S6RP and PRAS40). We then generated phosphospecific antibodies against selected, drug-regulated phosphorylation sites that would be suitable as biomarker tools for PI3K pathway inhibitors. As proof of concept, we show clinical translation feasibility for an antibody against phospho-PRAS40(Thr246). Evaluation of binding of this antibody in human cancer cell lines, a PTEN (phosphatase and tensin homolog deleted from chromosome 10)-deficient mouse prostate tumor model, and triple-negative breast tumor tissues showed that phospho-PRAS40(Thr246) positively correlates with PI3K pathway activation and predicts AKT inhibitor sensitivity. In contrast to phosphorylation of AKT(Thr308), the phospho-PRAS40(Thr246) epitope is highly stable in tissue samples and thus is ideal for immunohistochemistry. In summary, our study illustrates a rational approach for discovery of drug-specific biomarkers toward development of patient-tailored treatments.
- Published
- 2010
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