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Related Concept Videos

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The quadrupole mass analyzer consists of four cylindrical metal rods arranged in a diamond carrying a DC voltage and a radio-frequency AC voltage. The motion of ions through the quadrupole depends on the field strength, causing only ions of a certain m/z to resonate successfully and strike the detector at a given field strength. Though the transmission rate for these analyzers is high, the exact elemental composition of the sample is not determined because of low resolution; however, they are...
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Related Experiment Video

Updated: Nov 19, 2025

Deep Proteome Profiling by Isobaric Labeling, Extensive Liquid Chromatography, Mass Spectrometry, and Software-assisted Quantification
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Multi-Q 2 software facilitates isobaric labeling quantitation analysis with improved accuracy and coverage.

Ching-Tai Chen1, Jen-Hung Wang2,3,4, Cheng-Wei Cheng5

  • 1Institute of Information Science, Academia Sinica, 128 Academia Road, Section 2, Nankang, Taipei, 115, Taiwan. ctchen@iis.sinica.edu.tw.

Scientific Reports
|January 27, 2021
PubMed
Summary
This summary is machine-generated.

Multi-Q 2 enhances proteomic quantitation accuracy and coverage using isobaric labeling. This tool offers flexible algorithmic combinations for improved data analysis and biomarker discovery in mass spectrometry-based proteomics.

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Area of Science:

  • Proteomics
  • Mass Spectrometry
  • Bioinformatics

Background:

  • Isobaric labeling in mass spectrometry-based proteomics enables multiplex quantitation.
  • Existing tools face limitations in quantitation coverage and accuracy.

Purpose of the Study:

  • Introduce Multi-Q 2, a novel software tool for isobaric-labeling quantitation.
  • Improve quantitation coverage and accuracy compared to state-of-the-art methods.

Main Methods:

  • Developed Multi-Q 2 with support for multiple proteomic data analysis platforms.
  • Integrated various quantitation algorithms, including ratio compression correction.
  • Enabled up to 336 algorithmic combinations for customized analysis.

Main Results:

  • Achieved the largest quantitation coverage and improved accuracy.
  • Demonstrated up to 12% improvement in quantitation coverage compared to MaxQuant and PatternLab.
  • Showcased enhanced sensitivity for biomarker discovery through complementary algorithmic combinations.

Conclusions:

  • Multi-Q 2 offers superior quantitation coverage and accuracy in proteomic studies.
  • Its flexible algorithmic combinations improve data analysis and biomarker identification.
  • The tool provides interactive visualization and clustering capabilities for enhanced data interpretation.