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Characterize Disease-related Mutants of RAF Family Kinases by Using a Set of Practical and Feasible Methods
Published on: July 17, 2019
Computational phosphoproteomic insights into predominant BRAF phosphosites and associated regulatory networks in
Leona Dcunha1, Bhavana Edakkad1, Levin John1
1Centre for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, Karnataka 575018, India.
Abstract:
BRAF, a serine/threonine kinase, functions as a key effector of the MAPK signaling cascade and regulates cell proliferation and survival. Oncogenic BRAF mutations disrupt MAPK pathway homeostasis, contributing significantly to cancer progression and pathogenesis. BRAF phosphorylation is pivotal for modulating downstream signaling events. In this study, we performed a comprehensive analysis of global human phosphoproteomic datasets to elucidate BRAF phosphorylation dynamics and associated regulatory networks. The systematic annotation identified BRAF phosphorylation in 912 qualitative profiles across 166 studies and 234 quantitative differential datasets from 73 studies, revealing 44 and 21 distinct phosphosites, respectively. Class I phosphosites with localization probability ≥75% or A-score > 13 were filtered. A fold-change threshold of ≥1.3 for upregulation and ≤ 0.76 for downregulation was applied. Particularly, six predominant phosphorylation sites, S446, S729, S151, T401, S365, and S447, were frequently observed. Further analysis of melanoma-melanoma-specific phosphoproteomic datasets and correlations with gene expression data from melanoma cell lines revealed several key co-regulated proteins associated with the predominant BRAF phosphosites, including STAT3, BAD, CDK16, ITPKB, NPM1, MDC1, CHEK2, PRKDC, EIF3A, TP53BP1, RB1, and CDK14. These co-regulated proteins highlight the integration of BRAF signaling with critical processes, such as cell cycle control, apoptosis, DNA damage response, and protein synthesis in melanoma. Our analysis suggests that targeting BRAF-interacting proteins may also modulate oncogenic signaling pathways and represent promising biomarkers for melanoma diagnosis and therapy.
Insights
This study maps BRAF phosphorylation sites, revealing key regulators in melanoma. Targeting BRAF-interacting proteins offers potential for new melanoma therapies and biomarkers.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- BRAF kinase is crucial in the MAPK pathway, regulating cell growth and survival.
- Mutations in BRAF drive cancer progression by disrupting signaling.
- Phosphorylation of BRAF is a key mechanism for controlling its activity.
Purpose of the Study:
- To comprehensively analyze global phosphoproteomic data for BRAF phosphorylation dynamics.
- To identify key BRAF phosphosites and associated regulatory networks.
- To explore the role of BRAF phosphorylation in melanoma pathogenesis.
Main Methods:
- Systematic annotation of human phosphoproteomic datasets.
- Filtering of phosphosites based on localization probability and A-score.
- Analysis of melanoma-specific datasets and gene expression data.
Main Results:
- Identified 912 qualitative and 234 quantitative BRAF phosphorylation profiles across numerous studies.
- Highlighted six predominant phosphorylation sites: S446, S729, S151, T401, S365, and S447.
- Revealed co-regulation of BRAF phosphosites with proteins involved in cell cycle, apoptosis, DNA damage response, and protein synthesis in melanoma.
Conclusions:
- BRAF signaling integrates with critical cellular processes in melanoma.
- Targeting BRAF-interacting proteins may offer therapeutic strategies for melanoma.
- Identified BRAF phosphosites and co-regulated proteins show promise as melanoma biomarkers.
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