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Updated: May 12, 2026

Identification of Kinase-substrate Pairs Using High Throughput Screening
Published on: August 29, 2015
Systems-wide analysis of K-Ras, Cdc42, and PAK4 signaling by quantitative phosphoproteomics
Florian Gnad1, Amy Young, Wei Zhou
1Department of Bioinformatics and Computational Biology, Genentech, Inc., South San Francisco, California 94080, USA. gnadf@gene.com
Abstract:
Although K-Ras, Cdc42, and PAK4 signaling are commonly deregulated in cancer, only a few studies have sought to comprehensively examine the spectrum of phosphorylation-mediated signaling downstream of each of these key signaling nodes. In this study, we completed a label-free quantitative analysis of oncogenic K-Ras, activated Cdc42, and PAK4-mediated phosphorylation signaling, and report relative quantitation of 2152 phosphorylated peptides on 1062 proteins. We define the overlap in phosphopeptides regulated by K-Ras, Cdc42, and PAK4, and find that perturbation of these signaling components affects phosphoproteins associated with microtubule depolymerization, cytoskeletal organization, and the cell cycle. These findings provide a resource for future studies to characterize novel targets of oncogenic K-Ras signaling and validate biomarkers of PAK4 inhibition.
Insights
This study maps cancer-related K-Ras, Cdc42, and PAK4 signaling pathways. It identifies 2152 phosphoproteins involved in cell cycle and cytoskeletal organization, offering new targets for cancer research.
Area of Science:
- Oncology
- Molecular Biology
- Cell Signaling
Background:
- K-Ras, Cdc42, and PAK4 signaling pathways are frequently altered in cancer.
- Comprehensive analysis of downstream phosphorylation events is limited.
Purpose of the Study:
- To quantitatively analyze phosphorylation signaling downstream of K-Ras, Cdc42, and PAK4.
- To identify overlapping signaling networks and affected cellular processes.
Main Methods:
- Label-free quantitative proteomics was employed.
- Analysis focused on phosphopeptides and their regulated proteins.
Main Results:
- Quantified 2152 phosphorylated peptides across 1062 proteins.
- Defined overlap in phosphopeptides regulated by K-Ras, Cdc42, and PAK4.
- Identified affected phosphoproteins involved in microtubule depolymerization, cytoskeletal organization, and cell cycle.
Conclusions:
- Provides a comprehensive resource for K-Ras signaling research.
- Identifies potential biomarkers for PAK4 inhibition therapies.
- Highlights the interconnectedness of these signaling pathways in cancer.
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