Mass Spectrometry-based Single-Cell Lipidomics: Advancements, Challenges, and the Path Forward
Caitlin E Randolph1, Palak Manchanda1, Harshit Arora1
1Department of Chemistry, Purdue University, West Lafayette, IN 47907, USA.
Single cell lipidomics, a subdiscipline of metabolomics, uses mass spectrometry (MS) to study cell variations. Advances in MS-based single cell lipidomics are reviewed, highlighting challenges and future directions for this emerging field.
Area of Science:
- Metabolomics
- Lipidomics
- Mass Spectrometry (MS)
Background:
- Lipidomics, a subdiscipline of metabolomics, has gained attention, with mass spectrometry (MS) as a primary tool.
- Traditional bulk cell lipidomics masks crucial cell-to-cell heterogeneity.
- Single-cell lipidomics lags behind other 'omics' fields, leaving cellular lipid heterogeneity unexplored.
Purpose of the Study:
- To review recent advances in MS-based single-cell lipidomics.
- To explore reasons for the slow development of single-cell lipidomics techniques.
- To identify knowledge gaps and propose future methodologies.
Main Methods:
- Review of recent advancements in mass spectrometry-based single-cell lipidomics.
- Analysis of challenges hindering single-cell lipidomics development.
- Identification of key knowledge gaps in the field.
Main Results:
- Mass spectrometry (MS) is a sensitive and versatile tool for lipid analysis.
- Bulk lipidomics obscures cellular heterogeneity, limiting functional insights.
- Significant challenges impede the progress of single-cell lipidomics.
Conclusions:
- Single-cell lipidomics is crucial for understanding cellular heterogeneity.
- Addressing current knowledge gaps is vital for advancing the field.
- Future methodologies are needed to propel single-cell lipidomics forward.
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