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Updated: Jul 19, 2026

Lipidomics and Transcriptomics in Neurological Diseases
Published on: March 18, 2022
Bioinformatics Pertinent to Lipid Analysis in Biological Samples.
Justin Ma1, Ulises Arbelo1, Yenifer Guerra1
1Department of Ophthalmology, Miller School of Medicine, Dr. Nasser Al-Rashid Orbital Vision Research Center, Bascom Palmer Eye Institute, University of Miami, 1638 NW, 10th Ave., Miami, FL, 33136, USA.
This tutorial guides lipidomic analysis using MZmine software and LIPID MAPS databases. It details lipid identification, quantification, and comparisons between direct infusion and LC-MS methods for accurate lipid profiling.
Area of Science:
- Analytical Chemistry
- Biochemistry
- Mass Spectrometry
Background:
- Electrospray ionization mass spectrometry (ESI-MS) has become a powerful tool for lipid research.
- Analyzing complex lipid profiles requires robust and accessible methodologies.
- Triple quadrupole mass spectrometry offers high sensitivity and selectivity for lipid analysis.
Purpose of the Study:
- To provide a comprehensive tutorial for analyzing class-specific lipid spectra using ESI-MS.
- To demonstrate lipid identification and ratiometric quantification with open-source software.
- To compare analytical approaches using direct infusion versus liquid chromatography-mass spectrometry (LC-MS).
Main Methods:
- Utilized MZmine 2.21, an open-source software package, for spectral data processing.
- Integrated LIPID MAPS databases for accurate lipid identification.
- Employed triple quadrupole mass spectrometry for lipidomic analysis.
Main Results:
- Detailed step-by-step procedures for lipid identification and quantification are presented.
- Differences in lipid analysis between direct infusion and LC-MS are highlighted.
- A method for quantifying lipid amounts using synthetic standards and protein normalization is described.
Conclusions:
- The presented tutorial facilitates reproducible and accurate lipidomic studies.
- MZmine 2.21 coupled with LIPID MAPS provides a powerful platform for lipid analysis.
- The methodology enables precise quantification of lipids, crucial for biological insights.
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