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EDITORIAL article

Front. Mol. Biosci., 30 August 2023
Sec. Metabolomics
This article is part of the Research Topic Pharmacometabolomics: Biomarker Discovery, Precision Medicine, Technical Advances, Perspectives and Future Applications in Respiratory Diseases View all 6 articles

Editorial: Pharmacometabolomics: biomarker discovery, precision medicine, technical advances, perspectives and future applications in respiratory diseases

  • 1Magnetic Resonance Center (CERM), University of Florence, Sesto Fiorentino, Italy
  • 2Department of Chemistry “Ugo Schiff”, University of Florence, Sesto Fiorentino, Italy
  • 3Consorzio Interuniversitario Risonanze Magnetiche MetalloProteine (CIRMMP), Sesto Fiorentino, Italy
  • 4Department of Metabolism, Digestion and Reproduction, National Phenome Centre, Imperial College, London, United Kingdom
  • 5Faculty of Medicine, Imperial College, National Heart and Lung Institute, London, United Kingdom
  • 6Pharmacology, Faculty of Medicine, Catholic University of the Sacred Heart, Roma, Italy

To clarify the molecular bases of the heterogeneity of respiratory diseases and develop personalized pharmacotherapies is one of the main priorities in respiratory medicine research. Metabolomics is a unique tool for exploring the pathophysiology of respiratory diseases, enabling us to identify potential targets for the research and development of new drugs, and discover new biomarkers for monitoring disease and the effects of therapeutic intervention. The five articles published in this Research Topic focus on pharmacometabolomics and its potential implications for biomarker discovery and personalized medicine, with discussions of technical advances, perspectives, and anticipated applications in respiratory diseases.

The severity of obstructive sleep apnea syndrome (OSAS), a major sleep-related breathing disorder with a prevalence of 9%–38%, is associated with an increased risk of comorbidities, including chronic kidney disease, chronic obstructive pulmonary disease (COPD) and cardiovascular diseases. Aiming at discovering plasma biomarkers measured by untargeted gas chromatography-mass spectrometry in severe OSA individuals, Mohit et al. compared the metabolic profiles of severe OSAS participants with those of healthy control participants in a cross-sectional observational study. In persons with OSAS, metabolomics revealed changes in plasma levels of selected metabolites compared with healthy control subjects. As an example, plasma concentrations of serotonin, indoxyl sulfate, and 5-aminolevulinic acid were elevated, while those of tryptophan, glutamic acid and proline were reduced in persons with severe OSAS. Enrichment and pathway analysis also showed significant changes in individuals with severe OSAS compared with healthy individuals. Among various pathways involved, pathways related to amino acid metabolism, ascorbate and aldarate metabolism and glycerolipid metabolism were the most significantly affected by OSAS. If externally validated, these findings might provide potential plasma biomarkers for OSAS.

Yu et al. present a systematic review that includes a meta-analysis of 10 randomized clinical trials with a total population of 1,751 individuals. This study assesses the efficacy and safety of p38 mitogen-activated protein kinase (MAPK) inhibition as a potential therapeutic strategy for COPD, reporting no difference in the efficacy and safety between p38 MAPK inhibitors and placebo. However, the limited number of studies included and the heterogeneity from combining various p38 MAPK inhibitors as a whole preclude definitive conclusion on the assessment of this potential pharmacotherapy for COPD.

Up-regulation of the transforming growth factor β (TGFβ) pathway(s) plays a primary role in pulmonary vascular remodeling. To investigate new potential therapeutic strategies for pulmonary arterial hypertension based on the targeting of TGFβ signaling, Morales-Cano et al. studied the effects of 5Z-7-oxozeaenol, an inhibitor of TGFβ-activated kinase 1 (TAK-1), alone or in combination with riociguat, a vasodilator drug, in an in vivo rat experimental model of pulmonary arterial hypertension. Using nuclear magnetic resonance spectroscopy, in vitro metabolic profiling of the rat right ventricle, lung tissues, and pulmonary artery, smooth muscle cell extracts were also performed. The results showed that 5Z-7-oxozeaenol reduced pulmonary vascular remodeling and the metabolic shifts of glucose and phosphocholine in the right ventricle, without any effects on pulmonary artery pressure or right ventricle hypertrophy. The combination of 5Z-7-oxozeaenol and riociguat had an additive effect on pulmonary vascular remodeling and induced a significant metabolic effect over taurine, amino acids, glycolysis, and tricarboxylic acid cycle metabolism via glycine-serine-threonine metabolism. However, it did not improve the effects induced by riociguat alone on pulmonary pressure or right ventricle remodeling. This study shows that inhibition of TAK-1 elicits antiproliferative effects and its addition to short-term vasodilator therapy increases the beneficial effects on pulmonary vascular remodeling and right ventricle metabolic reprogramming in an experimental model of pulmonary arterial hypertension.

The review article by Meng et al. provides an overview of pharmacotherapies for acute respiratory distress syndrome, including conventional drugs, natural medicine therapy, and nanomedicine. In particular, they focus on nanoparticles as drug delivery vehicles, which have been extensively studied in the treatment of acute respiratory distress syndrome, and discuss nanomedicine, which has great therapeutic potential for acute respiratory distress syndrome.

Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcription factor that interacts with multiple signaling pathways, regulating the activity of various oxidases, including NADPH oxidase, nitric oxide synthases, xanthine oxidase, and cytochrome P450 isoenzymes, related to inflammation and apoptosis, and exhibits antioxidant and anti-inflammatory activity in acute lung injury.

Another review article by Luan et al. summarizes evidence supporting the protective effects of natural pharmaceutical components, including polyphenols, flavonoids, terpenoids, alkaloids, and polysaccharides on acute lung injury by activation of the Nrf2 signaling pathway.

In summary, the articles collected in this Research Topic showcase the potential translational value of metabolomics. Metabolomics and other -omics data could be successfully integrated by artificial intelligence and machine learning algorithms, with the aim of implementing personalized pharmacotherapies in respiratory medicine as well as the development of targeted therapies.

Author contributions

AV: Writing–review and editing. PT: Writing–review and editing. PM: Writing–original draft, Writing–review and editing.

Acknowledgments

To my Beloved Mamma Laura, Paolino.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.

Publisher’s note

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.

Keywords: metabolomics, pharmacometabolomics, personalized medicine, respiratory diseases, biomarker discovery, targeted pharmacotherapies, molecular phenotyping

Citation: Vignoli A, Takis P and Montuschi P (2023) Editorial: Pharmacometabolomics: biomarker discovery, precision medicine, technical advances, perspectives and future applications in respiratory diseases. Front. Mol. Biosci. 10:1268001. doi: 10.3389/fmolb.2023.1268001

Received: 27 July 2023; Accepted: 11 August 2023;
Published: 30 August 2023.

Edited and reviewed by:

Wolfram Weckwerth, University of Vienna, Austria

Copyright © 2023 Vignoli, Takis and Montuschi. 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) and the copyright owner(s) 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: Paolo Montuschi, p.montuschi@imperial.ac.uk

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.