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Updated: Dec 26, 2025

Navigating the Mass Spectrometry-Based Proteomic Data Using Free Computational Tools
Published on: August 19, 2025
A Dual Workflow to Improve the Proteomic Coverage in Plasma Using Data-Independent Acquisition-MS
Shenyan Zhang1,2, Koen Raedschelders1, Vidya Venkatraman1
1Advanced Clinical Biosystems Research Institute, Barbra Streisand Women's Heart Center at the Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California 90048, United States.
Plasma proteomic analysis using data-independent acquisition mass spectrometry benefits from protein depletion. Our study quantifies 757 proteins, revealing complementarity between depleted and undepleted plasma fractions and informing protocol decisions.
Area of Science:
- Proteomics
- Analytical Chemistry
- Biochemistry
Background:
- Plasma is a critical matrix for clinical and proteomic studies.
- Data-independent acquisition (DIA) mass spectrometry allows simultaneous quantification of numerous plasma proteins.
- High-abundance protein depletion enhances proteome coverage but risks nonspecific removal of interacting proteins.
Purpose of the Study:
- To investigate the complementarity of protein identification and quantification between depleted and undepleted plasma fractions.
- To systematically define quantitative parameters for plasma proteins.
- To develop a decision-making tool for optimizing plasma proteomic workflows.
Main Methods:
- Utilized antibody-based depletion columns for plasma processing.
- Performed DIA mass spectrometry on depleted and undepleted plasma samples.
- Defined quantitative parameters including linearity cutoff (r² > 0.8), lower limit of quantification (LLOQ), measurement range, and limit of detection (LOD) for 757 proteins.
Main Results:
- Demonstrated significant complementarity in protein identification and quantification between depleted and undepleted plasma fractions.
- Established robust quantitative metrics for a large set of plasma proteins.
- Developed the web-based tool, PlasmaPilot, to guide experimental design.
Conclusions:
- The analysis of both depleted and undepleted plasma fractions provides complementary proteomic information.
- Quantitative parameters are crucial for assessing protein detectability and reliability.
- PlasmaPilot aids researchers in deciding whether IgY14 mediated depletion is appropriate for specific protein targets.
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