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Deep Proteome Profiling by Isobaric Labeling, Extensive Liquid Chromatography, Mass Spectrometry, and Software-assisted Quantification
Published on: November 15, 2017
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[The sequence coverage in different methods of mass spectrometry data analysis obtained on model proteins]
A V Mikurova1, S E Novikova1, V S Skvortsov1
1Institute of Biomedical Chemistry, Moscow, Russia.
Biomeditsinskaia Khimiia
|October 30, 2017
Summary
Shotgun proteomic analysis evaluated sequence coverage for five model proteins using various data analysis methods. De novo sequencing software identified a Y12H amino acid substitution, achieving 80-90% sequence coverage.
Area of Science:
- Proteomics
- Mass Spectrometry
- Bioinformatics
Background:
- Shotgun proteomics is crucial for protein identification and characterization.
- Optimizing data analysis and hydrolysis methods is essential for maximizing sequence coverage.
- Accurate protein sequence analysis aids in understanding protein function and variations.
Purpose of the Study:
- To evaluate sequence coverage of five model proteins using different shotgun proteomic data analysis methods.
- To compare the performance of database-dependent search engines and de novo sequencing software.
- To assess the impact of multiprotease hydrolysis on protein sequence coverage.
Main Methods:
- Shotgun proteomic data analysis of five model proteins (CYB5A, SMAD4, RAB27B, FECH, CXXC1).
- Utilized database-dependent search engines (MASCOT, X!Tandem) and de novo sequencing software (PEAKS, Novor, PepNovo+).
- Performed multiprotease hydrolysis (trypsin, LYS-C, ASPN, GluC) via in-solution and FASP methods, followed by high-resolution mass spectrometry (Q EXACTIVE HF).
Main Results:
- Database-dependent and de novo sequencing methods yielded similar results when controlling for false peptide identification.
- Sequence coverage varied, reaching 80-90% in optimal cases, exceeding the 40% threshold.
- De novo sequencing software identified a Y12H amino acid substitution in the CYB5A protein.
Conclusions:
- Both database-dependent and de novo sequencing approaches are effective for shotgun proteomic analysis.
- Multiprotease hydrolysis and advanced mass spectrometry enhance protein sequence coverage.
- De novo sequencing offers potential for identifying novel sequence variations.
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