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Multimodal Analytical Platform on a Multiplexed Surface Plasmon Resonance Imaging Chip for the Analysis of Extracellular Vesicle Subsets
Published on: March 17, 2023
Multiplexed Data-Independent Acquisition (mDIA) to Profile Extracellular Vesicle Proteomes
Yi-Kai Liu1, Nathaniel Miller1, Marco Hadisurya1
1Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA.
This study establishes a robust multiplexed data-independent acquisition (mDIA) pipeline for extracellular vesicle (EV) proteomics. Library-based mDIA with project-specific spectral libraries enhances protein identification and quantification for EV biomarker discovery.
Area of Science:
- Proteomics
- Extracellular Vesicles Biology
- Biomarker Discovery
Background:
- Extracellular vesicles (EVs) are crucial in disease and contain potential biomarkers.
- Low protein abundance in EVs necessitates sensitive quantitative proteomic methods.
- Multiplexed data-independent acquisition (mDIA) offers improved sensitivity over traditional methods.
Purpose of the Study:
- To establish a robust dimethyl labeling-based mDIA pipeline for quantitative EV proteomics.
- To evaluate various mDIA strategies for EV proteome analysis.
- To apply the optimized pipeline to identify EV proteome changes in intrahepatic cholangiocarcinoma.
Main Methods:
- EVs isolated using the EVtrap technique.
- On-bead, one-pot sample preparation for digested peptides.
- Evaluation of library-free and library-based mDIA on the timsTOF HT platform.
Main Results:
- Library-based mDIA with project-specific spectral libraries outperformed other pipelines.
- Enhanced protein identification and quantification achieved with the optimized pipeline.
- Demonstrated EV proteome landscape changes linked to IDH1 mutation and inhibitor treatment.
Conclusions:
- A robust mDIA pipeline was established for quantitative EV proteomics.
- Library-based mDIA is superior for EV proteome analysis.
- This approach facilitates EV-based biomarker discovery in diseases like cholangiocarcinoma.
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