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Deep Proteome Profiling by Isobaric Labeling, Extensive Liquid Chromatography, Mass Spectrometry, and Software-assisted Quantification
Published on: November 15, 2017
What Does Next-Generation Mass Spectrometry Offer for Proteomics? A Comprehensive Platform Comparison
Filipa Blasco Tavares Pereira Lopes1,2, Daniela Schlatzer1, Tara Sudhadevi3
1Center for Proteomics and Bioinformatics, Case Western Reserve University, Cleveland, Ohio 44106, United States.
Next-generation mass spectrometry platforms significantly increase proteome depth and improve systems biology insights. These advanced tools enhance data acquisition, enabling more comprehensive analysis of biological systems.
Area of Science:
- Proteomics and Systems Biology
- Mass Spectrometry
- Biomolecular Analysis
Background:
- Next-generation mass spectrometry platforms like Orbitrap Astral and timsTOF Ultra offer enhanced sensitivity and analytical depth.
- Previous platforms, such as Orbitrap Exploris 480, provided a baseline for comparison in proteomic studies.
- Bronchopulmonary dysplasia models in neonatal mice present a complex biological system for proteomic investigation.
Purpose of the Study:
- To compare the performance of next-generation mass spectrometry platforms (Orbitrap Astral, timsTOF Ultra) against a current-generation platform (Orbitrap Exploris 480).
- To evaluate different data acquisition strategies, including data-dependent acquisition (DDA) and data-independent acquisition (DIA), on these platforms.
- To assess the impact of enhanced proteome depth on systems biology analyses, including subcellular localization and pathway enrichment.
Main Methods:
- Comparative proteomic analysis using Orbitrap Exploris 480 (DDA/DIA), Orbitrap Astral (HR-DIA), and timsTOF Ultra (DIA-PASEF).
- Utilized neonatal mouse lung tissues from a bronchopulmonary dysplasia model (n=12).
- Analyzed proteome coverage, peptide and protein quantification, sample size requirements, subcellular compartment annotation, and reactome pathway coverage.
Main Results:
- All platforms identified approximately 4000 common proteins; DIA methods achieved 98% proteome coverage.
- Orbitrap Astral and timsTOF Ultra quantified significantly more peptides and proteins compared to Orbitrap Exploris 480 DDA.
- Next-generation platforms reduced the recommended sample size by approximately 66% and improved subcellular and pathway annotations.
- Differential expression analysis revealed more phenotype-associated proteins and enriched pathways using DIA data, without functional annotation bias.
Conclusions:
- Data-independent acquisition (DIA) on multivendor next-generation mass spectrometry platforms provides superior proteome coverage and depth.
- These advanced platforms enable more comprehensive systems biology assessments, enhancing the understanding of complex biological systems.
- The increased proteomic depth and efficiency of next-generation platforms facilitate more robust biomarker discovery and biological interpretation.
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