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ORIGINAL RESEARCH article

Front. Cell Dev. Biol.
Sec. Molecular and Cellular Pathology
Volume 12 - 2024 | doi: 10.3389/fcell.2024.1450971
This article is part of the Research Topic Vascular- and Immuno-Metabolism as Drivers of Cardiovascular Disease: Insights Obtained from Omics Approaches View all 5 articles

Integrated cellular 4D-tims lipidomics and transcriptomics for characterization of anti-inflammatory and anti-atherosclerotic phenotype in MyD88-KO macrophages

Provisionally accepted
  • 1 Clinical Lipidomics Unit, Institute of Physiology, University Medical Centre, Johannes Gutenberg University Mainz, Mainz, Rhineland-Palatinate, Germany
  • 2 Clinical Lipidomics Unit, Institute of Physiological Chemistry, University Medical Centre, Johannes Gutenberg University Mainz, Mainz, Rhineland-Palatinate, Germany

The final, formatted version of the article will be published soon.

    Recent progress in cell isolation technologies and high-end omics technologies has allowed investigation across multiple omic domains of single cells and a thorough exploration of cellular function and various functional stages. While most multi-omic studies focused on dual RNA and protein analysis of single cell population, it is crucial to include lipid and metabolite profiling to comprehensibly elucidate molecular mechanisms and pathways governing cell function, as well as phenotype at different functional stages. To address this gap, a cellular lipidomics and transcriptomics phenotyping approach employing simultaneous extraction of lipids, metabolites, and RNA from single cell populations and a novel untargeted cellular 4 dimensional (4D)-lipidomics profiling along with RNA sequencing was developed to enable comprehensive multi-omic molecular profiling from the lowest possible number of cells. Reference cell models were utilized to determine the minimum number of cells required for this multi-omics analysis. To demonstrate the feasibility of higher resolution cellular multi-omics in early-stage identification of cellular phenotype changes in pathological and physiological conditions we implemented this approach for phenotyping of macrophages in two different activation stages, MyD88-knockout macrophages as a cellular model for atherosclerosis protection, and wild type macrophages. This multi-omic study enabled the determination of the lipid content remodeling, in macrophages with anti-inflammatory and atherosclerotic protective function acquired by MyD88-KO. Hence expedite the understanding of the molecular mechanisms behind immune cells effector functionality and of possible molecular targets for therapeutic intervention. An enriched functional role of phosphatidylcholine and plasmenyl/plasmalogens was shown here to accompany genetic changes underlying macrophages acquisition of anti-inflammatory function, finding that can serve as reference for macrophages reprogramming studies and for general immune and inflammation response to diseases.

    Keywords: 4D-lipidomics, cell lipidomics, cell transcriptomics, multi-omics, ether lipids, MyD88, Atherosclerosis

    Received: 18 Jun 2024; Accepted: 12 Aug 2024.

    Copyright: © 2024 del Barrio Calvo and Bindila. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Laura Bindila, Clinical Lipidomics Unit, Institute of Physiological Chemistry, University Medical Centre, Johannes Gutenberg University Mainz, Mainz, 55131, Rhineland-Palatinate, Germany

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.