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Deep Proteome Profiling by Isobaric Labeling, Extensive Liquid Chromatography, Mass Spectrometry, and Software-assisted Quantification
Published on: November 15, 2017
Expanding individualized therapeutic options via genoproteomics
Dongdong Zhan1, Nairen Zheng2, Beibei Zhao3
1KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; Beijing Pineal Diagnostics Co., Ltd., Beijing, 102206, China.
Abstract:
Clinical next-generation sequencing (NGS) tests have enabled treatment recommendations for cancer patients with driver gene mutations. Targeted therapy options for patients without driver gene mutations are currently unavailable. Herein, we performed NGS and proteomics tests on 169 formalin-fixed paraffin-embedded (FFPE) samples of non-small cell lung cancers (NSCLC, 65), colorectal cancers (CRC, 61), thyroid carcinomas (THCA, 14), gastric cancers (GC, 2), gastrointestinal stromal tumors (GIST, 11), and malignant melanomas (MM, 6). Of the 169 samples, NGS detected 14 actionable mutated genes in 73 samples, providing treatment options for 43% of the patients. Proteomics identified 61 actionable clinical drug targets approved by the FDA or undergoing clinical trials in 122 samples, providing treatment options for 72% of the patients. In vivo experiments demonstrated that the Mitogen-Activated Protein Kinase (MEK) inhibitor could block lung tumor growth in mice with overexpression of Map2k1 protein. Therefore, protein overexpression is a potentially feasible indicator for guiding targeted therapies. Collectively, our analysis suggests that combining NGS and proteomics (genoproteomics) could expand the targeted treatment options to 85% of cancer patients.
Insights
Combining next-generation sequencing (NGS) and proteomics expands targeted cancer therapy options. This genoproteomic approach identifies actionable targets, improving treatment for 85% of patients lacking driver mutations.
Area of Science:
- Oncology
- Genomics
- Proteomics
Background:
- Clinical next-generation sequencing (NGS) identifies driver mutations for targeted cancer therapy.
- Patients lacking identifiable driver mutations have limited targeted treatment options.
Purpose of the Study:
- To evaluate the combined utility of NGS and proteomics for identifying actionable targets in diverse cancer types.
- To determine if a genoproteomic approach can expand therapeutic options for cancer patients.
Main Methods:
- Analyzed 169 formalin-fixed paraffin-embedded (FFPE) tumor samples (NSCLC, CRC, THCA, GC, GIST, MM) using NGS and proteomics.
- Identified actionable gene mutations via NGS and protein targets via proteomics.
- Validated a protein target (Map2k1) using MEK inhibitor in an in vivo lung tumor model.
Main Results:
- NGS detected actionable mutations in 43% of samples.
- Proteomics identified actionable targets in 72% of samples.
- Genoproteomics identified potential targets in 85% of patients, demonstrating MEK inhibitor efficacy in a preclinical model.
Conclusions:
- Combining NGS and proteomics significantly increases the identification of actionable targets for cancer therapy.
- Genoproteomics offers a promising strategy to broaden personalized treatment options, especially for patients without known driver mutations.
- Protein overexpression is a viable indicator for guiding targeted therapy selection.
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