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Wu Q, Fu J, Zhang C, Liu Z, Shi J, Feng Z, Wang K, Li L. Causal relationship between Lipdome and Chronic Obstructive Pulmonary Disease and Asthma: Mendelian randomization. 3 Biotech 2024; 14:249. [PMID: 39328502 PMCID: PMC11424600 DOI: 10.1007/s13205-024-04071-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 08/28/2024] [Indexed: 09/28/2024] Open
Abstract
Genetic risk significantly influence susceptibility and heterogeneity of chronic obstructive pulmonary disease (COPD) and asthma, and increasing evidence suggests their close association with lipdome. However, their causal relationship remains unclear. In this study, we conducted a two-sample MR (Mendelian randomization) analysis using publicly available large-scale genome-wide association studies (GWAS) data to evaluate the causal impact of lipdome on COPD and asthma. The inverse variance weighted (IVW) method served as the primary analysis method, and multiple sensitivity and heterogeneity tests were performed to assess the reliability of the results. Finally, a Meta-analysis was conducted on lipdome with significant causal relationships to validate the robustness of the results. Our findings suggest that Sterol ester (27:1/18:2), Phosphatidylcholine (15:0_18:2), (16:0_18:2), (16:0_20:2), (17:0_18:2), (18:1_18:1), (18:1_18:2), (18:1_20:2), Triacylglycerol (54:3), and (56:4) levels are protective factors for COPD, while levels of Phosphatidylcholine (16:0_22:5), (18:0_20:4), and (O-16:0_20:4) are risk factors for COPD. Meta-analysis of lipids causally related to COPD also indicates significant results. Phosphatidylcholine (16:0_20:4), (16:0_22:5), and (18:0_20:4) levels are risk factors for asthma, while Phosphatidylcholine (18:1_18:2), (18:1_20:2), and Sphingomyelin (d38:1) levels are protective factors for asthma. However, the lack of statistical significance in the Meta-analysis may be due to heterogeneity in research methods and data statistics. This study indicates that 4 lipdome species have significant correlations with COPD and asthma. Phosphatidylcholine (18:1_18:2) and (18:1_20:2) are protective factors, while Phosphatidylcholine (16:0_22:5) and (18:0_20:4) are risk factors. Additionally, due to differences in molecular subtypes, phosphatidylcholine, sterol ester, and triacylglycerol exhibit differential effects on the diseases.
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Affiliation(s)
- Qiong Wu
- College of Humanities and Management, Hunan University of Chinese Medicine, Xueshi Road 300, Changsha, 410208 Hunan People’s Republic of China
| | - Jingmin Fu
- College of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Xueshi Road 300, Changsha, 410208 Hunan People’s Republic of China
| | - Cheng Zhang
- The College of Integrated Traditional Chinese and Western Medicine, Hunan University of Chinese Medicine, Xueshi Road 300, Yuelu District, Changsha, 410208 Hunan People’s Republic of China
| | - Zhuolin Liu
- The College of Integrated Traditional Chinese and Western Medicine, Hunan University of Chinese Medicine, Xueshi Road 300, Yuelu District, Changsha, 410208 Hunan People’s Republic of China
| | - Jianing Shi
- College of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Xueshi Road 300, Changsha, 410208 Hunan People’s Republic of China
| | - Zhiying Feng
- College of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Xueshi Road 300, Changsha, 410208 Hunan People’s Republic of China
| | - Kangyu Wang
- College of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Xueshi Road 300, Changsha, 410208 Hunan People’s Republic of China
| | - Ling Li
- The College of Integrated Traditional Chinese and Western Medicine, Hunan University of Chinese Medicine, Xueshi Road 300, Yuelu District, Changsha, 410208 Hunan People’s Republic of China
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Kim J, Shin HW. Exploring Biomarkers in Asthma: Insights From Serum Metabolomics. ALLERGY, ASTHMA & IMMUNOLOGY RESEARCH 2024; 16:211-213. [PMID: 38910279 PMCID: PMC11199151 DOI: 10.4168/aair.2024.16.3.211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 06/11/2024] [Indexed: 06/25/2024]
Affiliation(s)
- Jiyoung Kim
- Obstructive Upper airway Research (OUaR) Laboratory, Department of Pharmacology, Seoul National University College of Medicine, Seoul, Korea
- Ischemic Hypoxia Disease Institute, Seoul National University Medical Research Center, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - Hyun-Woo Shin
- Obstructive Upper airway Research (OUaR) Laboratory, Department of Pharmacology, Seoul National University College of Medicine, Seoul, Korea
- Ischemic Hypoxia Disease Institute, Seoul National University Medical Research Center, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
- Sensory Organ Research Institute, Seoul National University Medical Research Center, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, Seoul, Korea.
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Shen Q, Yu H, Liu Y, Li G, An T. Combined exposure of MAHs and PAHs enhanced amino acid and lipid metabolism disruption in epithelium leading asthma risk. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 343:123261. [PMID: 38159626 DOI: 10.1016/j.envpol.2023.123261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 12/16/2023] [Accepted: 12/28/2023] [Indexed: 01/03/2024]
Abstract
Monoaromatic hydrocarbons (MAHs) and polycyclic aromatic hydrocarbons (PAHs) are ubiquitous air pollutants from industry, with multiple adverse effects on respiratory system. However, the underlying mechanisms of their mixture to induce asthma is still unclear. Here, we examined mixture of 8 MAHs, mixture of 16 PAHs and a total mixture (MIX) on human bronchial epithelial (16-HBE) cells. Exposure to MIX resulted in increased expressions of asthma alarm cytokines (TSLP, IL-25 and IL-33), indicating potential asthma risk. Exposure to MIX led to significant upregulation of transcriptional level of oxidative stress and inflammation biomarkers through aryl hydrocarbon receptor activation, including SOD-2, NQO-1, IL-1β, IL-6 and IL-8 with 3.1, 19.9, 3.5, 23.4, 18.7, 28.1-fold change, indicated asthma related epithelial cell lesions. A total of 25, 49 and 59 differential metabolites were identified in cells response to MAH, PAH and MIX exposure, respectively, and enrichment analysis demonstrated MIX exposure disturbing alanine, aspartate and glutamate metabolism, glutathione metabolism, methionine metabolism and sphingolipid metabolism, involved in antioxidative defense and inflammation response. Combined exposure of MAHs and PAHs may result in increased toxic risks, and provide evidence to asthma onset and deterioration.
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Affiliation(s)
- Qianyong Shen
- Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China; Guangdong Engineering Technology Research Center for Photocatalytic Technology Integration and Equipment, Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, School of Environmental Science and Engineering, Guangdong University of Technology, Guangzhou, 510006, China
| | - Hang Yu
- Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China; Guangdong Engineering Technology Research Center for Photocatalytic Technology Integration and Equipment, Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, School of Environmental Science and Engineering, Guangdong University of Technology, Guangzhou, 510006, China
| | - Yalin Liu
- Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China; Guangdong Engineering Technology Research Center for Photocatalytic Technology Integration and Equipment, Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, School of Environmental Science and Engineering, Guangdong University of Technology, Guangzhou, 510006, China
| | - Guiying Li
- Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China; Guangdong Engineering Technology Research Center for Photocatalytic Technology Integration and Equipment, Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, School of Environmental Science and Engineering, Guangdong University of Technology, Guangzhou, 510006, China
| | - Taicheng An
- Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China; Guangdong Engineering Technology Research Center for Photocatalytic Technology Integration and Equipment, Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, School of Environmental Science and Engineering, Guangdong University of Technology, Guangzhou, 510006, China.
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Barosova R, Baranovicova E, Hanusrichterova J, Mokra D. Metabolomics in Animal Models of Bronchial Asthma and Its Translational Importance for Clinics. Int J Mol Sci 2023; 25:459. [PMID: 38203630 PMCID: PMC10779398 DOI: 10.3390/ijms25010459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 12/17/2023] [Accepted: 12/27/2023] [Indexed: 01/12/2024] Open
Abstract
Bronchial asthma is an extremely heterogenous chronic respiratory disorder with several distinct endotypes and phenotypes. These subtypes differ not only in the pathophysiological changes and/or clinical features but also in their response to the treatment. Therefore, precise diagnostics represent a fundamental condition for effective therapy. In the diagnostic process, metabolomic approaches have been increasingly used, providing detailed information on the metabolic alterations associated with human asthma. Further information is brought by metabolomic analysis of samples obtained from animal models. This article summarizes the current knowledge on metabolomic changes in human and animal studies of asthma and reveals that alterations in lipid metabolism, amino acid metabolism, purine metabolism, glycolysis and the tricarboxylic acid cycle found in the animal studies resemble, to a large extent, the changes found in human patients with asthma. The findings indicate that, despite the limitations of animal modeling in asthma, pre-clinical testing and metabolomic analysis of animal samples may, together with metabolomic analysis of human samples, contribute to a novel way of personalized treatment of asthma patients.
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Affiliation(s)
- Romana Barosova
- Department of Physiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 03601 Martin, Slovakia; (R.B.); (J.H.)
| | - Eva Baranovicova
- Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 03601 Martin, Slovakia;
| | - Juliana Hanusrichterova
- Department of Physiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 03601 Martin, Slovakia; (R.B.); (J.H.)
- Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 03601 Martin, Slovakia;
| | - Daniela Mokra
- Department of Physiology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 03601 Martin, Slovakia; (R.B.); (J.H.)
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Abstract
Metabolomics is an expanding field of systems biology that is gaining significant attention in respiratory research. As a unique approach to understanding and diagnosing diseases, metabolomics provides a snapshot of all metabolites present in biological samples such as exhaled breath condensate, bronchoalveolar lavage, plasma, serum, urine, and other specimens that may be obtained from patients with respiratory diseases. In this article, we review the rapidly expanding field of metabolomics in its application to respiratory diseases, including asthma, chronic obstructive pulmonary disease (COPD), pneumonia, and acute lung injury, along with its more severe form, adult respiratory disease syndrome. We also discuss the potential applications of metabolomics for monitoring exposure to aerosolized occupational and environmental materials. With the latest advances in our understanding of the microbiome, we discuss microbiome-derived metabolites that arise from the gut and lung in asthma and COPD that have mechanistic implications for these diseases. Recent literature has suggested that metabolomics analysis using nuclear magnetic resonance (NMR) and mass spectrometry (MS) approaches may provide clinicians with the opportunity to identify new biomarkers that may predict progression to more severe diseases which may be fatal for many patients each year.
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Affiliation(s)
- Subhabrata Moitra
- Department of Medicine, Alberta Respiratory Centre (ARC), University of Alberta, Edmonton, AB, Canada
| | - Arghya Bandyopadhyay
- Department of Medicine, Alberta Respiratory Centre (ARC), University of Alberta, Edmonton, AB, Canada
| | - Paige Lacy
- Department of Medicine, Alberta Respiratory Centre (ARC), University of Alberta, Edmonton, AB, Canada.
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The Role of Systems Biology in Deciphering Asthma Heterogeneity. LIFE (BASEL, SWITZERLAND) 2022; 12:life12101562. [PMID: 36294997 PMCID: PMC9605413 DOI: 10.3390/life12101562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/28/2022] [Accepted: 10/04/2022] [Indexed: 11/17/2022]
Abstract
Asthma is one of the most common and lifelong and chronic inflammatory diseases characterized by inflammation, bronchial hyperresponsiveness, and airway obstruction episodes. It is a heterogeneous disease of varying and overlapping phenotypes with many confounding factors playing a role in disease susceptibility and management. Such multifactorial disorders will benefit from using systems biology as a strategy to elucidate molecular insights from complex, quantitative, massive clinical, and biological data that will help to understand the underlying disease mechanism, early detection, and treatment planning. Systems biology is an approach that uses the comprehensive understanding of living systems through bioinformatics, mathematical, and computational techniques to model diverse high-throughput molecular, cellular, and the physiologic profiling of healthy and diseased populations to define biological processes. The use of systems biology has helped understand and enrich our knowledge of asthma heterogeneity and molecular basis; however, such methods have their limitations. The translational benefits of these studies are few, and it is recommended to reanalyze the different studies and omics in conjugation with one another which may help understand the reasons for this variation and help overcome the limitations of understanding the heterogeneity in asthma pathology. In this review, we aim to show the different factors that play a role in asthma heterogeneity and how systems biology may aid in understanding and deciphering the molecular basis of asthma.
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Daley-Yates P, Keppler B, Baines A, Bardsley G, Fingleton J. Metabolomic changes related to airway inflammation, asthma pathogenesis and systemic activity following inhaled fluticasone furoate/vilanterol: a randomized controlled trial. Respir Res 2022; 23:258. [PMID: 36127726 PMCID: PMC9487108 DOI: 10.1186/s12931-022-02164-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 09/02/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Fluticasone furoate/vilanterol trifenatate (FF/VI) is an inhaled therapy for the treatment of asthma, with a prolonged duration of anti-inflammatory and bronchodilatory action. This study investigated the global metabolomic and lipidomic profile following treatment with FF/VI or placebo and assessed whether changes correlated with exhaled nitric oxide levels as a measure of airway inflammation. METHODS This was a single-center, randomized, double-blind, placebo-controlled, two-period, crossover, repeat-dose study. Adults with asthma (forced expiratory volume in 1 s ≥ 60% predicted; fraction of exhaled nitric oxide [FeNO] > 40 parts per billion) received once-daily FF/VI 100 µg/25 µg or placebo for 14 days, followed by a 21-day washout period. Serum samples were taken at pre-dose (T1), and 15 and 21 days (T2 and T3, respectively) post dose in each period. The metabolomic and lipidomic profiles were analyzed by liquid chromatography with tandem mass spectrometry and polar liquid chromatography platforms, and ions were matched to a library of standards for metabolite identification and quantification. FeNO values at each timepoint were evaluated for correlations with the biochemical data. RESULTS Of 27 randomized participants (mean age 24.5 years, 63% male), 26 provided serum samples for metabolomic analysis. A total of 1969 metabolites were identified, 1634 of which corresponded to a named structure in a reference library. Treatment-related changes in the metabolome were generally subtle, with a modest increase in metabolite perturbations across timepoints. The percentage of metabolites with significant changes (p < 0.05 for all) (increases↑/decreases↓) versus placebo were: 2.1% (1.1%↑/1.0%↓), 6.7% (0.46%↑/6.2%↓) and 11.8% (0.86%↑/10.9%↓) at T1, T2 and T3, respectively. Treatment with FF/VI reduced FeNO levels by 60%, whereas the systemic intermediates involved in NO biosynthesis remained unaffected. Evidence of systemic anti-inflammatory activity was seen in complex lipid pathways, suggesting reduced phospholipase-A2 activity, but without downstream impact on free fatty acids or inflammatory mediators. Consistent with the pathogenesis of asthma, there was evidence of higher fatty acid β-oxidation and lower glycolysis in the placebo arm; this pattern was reversed in the treatment arm. CONCLUSIONS Despite the prolonged airway anti-inflammatory action of FF/VI, this was accompanied by only subtle systemic metabolomic and lipidomic changes. Trial registration Prospectively registered on ClinicalTrials.gov registry number NCT02712047.
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Affiliation(s)
- Peter Daley-Yates
- Respiratory Clinical Development, GSK Research and Development, Stockley Park West, 1-3 Ironbridge Road, Uxbridge, Middlesex, UB11 1BT, UK.
| | - Brian Keppler
- Metabolon Inc., 617 Davis Drive, Suite 100, Morrisville, NC, 27560, USA
| | - Amanda Baines
- Medicines Development Centre, GSK Research and Development, Stevenage, UK
| | - George Bardsley
- Tauranga Hospital, 829 Cameron Road, Tauranga South, Tauranga, 3112, New Zealand
| | - James Fingleton
- Medical Research Institute of New Zealand, Wellington, New Zealand
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Xu S, Panettieri RA, Jude J. Metabolomics in asthma: A platform for discovery. Mol Aspects Med 2022; 85:100990. [PMID: 34281719 PMCID: PMC9088882 DOI: 10.1016/j.mam.2021.100990] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 06/21/2021] [Accepted: 07/06/2021] [Indexed: 12/28/2022]
Abstract
Asthma, characterized by airway hyperresponsiveness, inflammation and remodeling, is a chronic airway disease with complex etiology. Severe asthma is characterized by frequent exacerbations and poor therapeutic response to conventional asthma therapy. A clear understanding of cellular and molecular mechanisms of asthma is critical for the discovery of novel targets for optimal therapeutic control of asthma. Metabolomics is emerging as a powerful tool to elucidate novel disease mechanisms in a variety of diseases. In this review, we summarize the current status of knowledge in asthma metabolomics at systemic and cellular levels. The findings demonstrate that various metabolic pathways, related to energy metabolism, macromolecular biosynthesis and redox signaling, are differentially modulated in asthma. Airway smooth muscle cell plays pivotal roles in asthma by contributing to airway hyperreactivity, inflammatory mediator release and remodeling. We posit that metabolomic profiling of airway structural cells, including airway smooth muscle cells, will shed light on molecular mechanisms of asthma and airway hyperresponsiveness and help identify novel therapeutic targets.
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Affiliation(s)
- Shengjie Xu
- Rutgers Institute for Translational Medicine & Science, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA; Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA
| | - Reynold A Panettieri
- Rutgers Institute for Translational Medicine & Science, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA; Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA; Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA
| | - Joseph Jude
- Rutgers Institute for Translational Medicine & Science, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA; Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA; Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, 89 French Street, New Brunswick, NJ, 08901, USA.
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Zaid A, Khan MS, Yan D, Marriott PJ, Wong YF. Comprehensive two-dimensional gas chromatography with mass spectrometry: an advanced bioanalytical technique for clinical metabolomics studies. Analyst 2022; 147:3974-3992. [DOI: 10.1039/d2an00584k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
This review highlights the current state of knowledge in the development of GC × GC-MS for the analysis of clinical metabolites. Selected applications are described as well as our perspectives on current challenges and potential future directions.
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Affiliation(s)
- Atiqah Zaid
- Centre for Research on Multidimensional Separation Science, School of Chemical Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Mohammad Sharif Khan
- Cargill Research and Development Center, Cargill, 14800 28th Ave N, Plymouth, MN 55447, USA
| | - Dandan Yan
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Philip J. Marriott
- Australian Centre for Research on Separation Science, School of Chemistry, Monash University, Wellington Road, Clayton, VIC 3800, Australia
| | - Yong Foo Wong
- Centre for Research on Multidimensional Separation Science, School of Chemical Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
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Metabolomics profiling of human exhaled breath condensate by SPME/GC × GC-ToFMS: Exploratory study on the use of face masks at the level of lipid peroxidation volatile markers. Microchem J 2021. [DOI: 10.1016/j.microc.2021.106830] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Metabolic Phenotypes in Asthmatic Adults: Relationship with Inflammatory and Clinical Phenotypes and Prognostic Implications. Metabolites 2021; 11:metabo11080534. [PMID: 34436475 PMCID: PMC8400680 DOI: 10.3390/metabo11080534] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/03/2021] [Accepted: 08/05/2021] [Indexed: 12/26/2022] Open
Abstract
Bronchial asthma is a chronic disease that affects individuals of all ages. It has a high prevalence and is associated with high morbidity and considerable levels of mortality. However, asthma is not a single disease, and multiple subtypes or phenotypes (clinical, inflammatory or combinations thereof) can be detected, namely in aggregated clusters. Most studies have characterised asthma phenotypes and clusters of phenotypes using mainly clinical and inflammatory parameters. These studies are important because they may have clinical and prognostic implications and may also help to tailor personalised treatment approaches. In addition, various metabolomics studies have helped to further define the metabolic features of asthma, using electronic noses or targeted and untargeted approaches. Besides discriminating between asthma and a healthy state, metabolomics can detect the metabolic signatures associated with some asthma subtypes, namely eosinophilic and non-eosinophilic phenotypes or the obese asthma phenotype, and this may prove very useful in point-of-care application. Furthermore, metabolomics also discriminates between asthma and other “phenotypes” of chronic obstructive airway diseases, such as chronic obstructive pulmonary disease (COPD) or Asthma–COPD Overlap (ACO). However, there are still various aspects that need to be more thoroughly investigated in the context of asthma phenotypes in adequately designed, homogeneous, multicentre studies, using adequate tools and integrating metabolomics into a multiple-level approach.
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Sim S, Choi Y, Park HS. Potential Metabolic Biomarkers in Adult Asthmatics. Metabolites 2021; 11:metabo11070430. [PMID: 34209139 PMCID: PMC8306564 DOI: 10.3390/metabo11070430] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 06/25/2021] [Accepted: 06/25/2021] [Indexed: 12/05/2022] Open
Abstract
Asthma is the most common chronic airway inflammation, with multiple phenotypes caused by complicated interactions of genetic, epigenetic, and environmental factors. To date, various determinants have been suggested for asthma pathogenesis by a new technology termed omics, including genomics, transcriptomics, proteomics, and metabolomics. In particular, the systematic analysis of all metabolites in a biological system, such as carbohydrates, amino acids, and lipids, has helped identify a novel pathway related to complex diseases. These metabolites are involved in the regulation of hypermethylation, response to hypoxia, and immune reactions in the pathogenesis of asthma. Among them, lipid metabolism has been suggested to be related to lung dysfunction in mild-to-moderate asthma. Sphingolipid metabolites are an important mediator contributing to airway inflammation in obese asthma and aspirin-exacerbated respiratory disease. Although how these molecular variants impact the disease has not been completely determined, identification of new causative factors may possibly lead to more-personalized and precise pathway-specific approaches for better diagnosis and treatment of asthma. In this review, perspectives of metabolites related to asthma and clinical implications have been highlighted according to various phenotypes.
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Affiliation(s)
| | | | - Hae-Sim Park
- Correspondence: ; Tel.: +82-31-219-5196; Fax: +82-31-219-5154
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Comprehensive Two-Dimensional Gas Chromatography Mass Spectrometry-Based Metabolomics. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1280:57-67. [PMID: 33791974 DOI: 10.1007/978-3-030-51652-9_4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Compared to one-dimensional gas chromatography with mass spectrometry (GC-MS), GC × GC-MS provides significantly increased peak capacity, resolution, and sensitivity for analysis of complex biological samples. In the last decade, GC × GC-MS has been increasingly applied to the discovery of metabolite biomarkers and elucidation of metabolic mechanisms in human diseases. The recent development of coupling GC × GC with a high-resolution mass spectrometer further accelerates these metabolomic applications. In this chapter, we will briefly review the instrumentation, sample preparation, data analysis, and applications of GC × GC-MS-based metabolomic analysis.
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Franchina FA, Zanella D, Dubois LM, Focant J. The role of sample preparation in multidimensional gas chromatographic separations for non‐targeted analysis with the focus on recent biomedical, food, and plant applications. J Sep Sci 2020; 44:188-210. [DOI: 10.1002/jssc.202000855] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/22/2020] [Accepted: 10/23/2020] [Indexed: 12/11/2022]
Affiliation(s)
- Flavio A. Franchina
- Molecular System Organic & Biological Analytical Chemistry Group University of Liège Liège Belgium
| | - Delphine Zanella
- Molecular System Organic & Biological Analytical Chemistry Group University of Liège Liège Belgium
| | - Lena M. Dubois
- Molecular System Organic & Biological Analytical Chemistry Group University of Liège Liège Belgium
| | - Jean‐François Focant
- Molecular System Organic & Biological Analytical Chemistry Group University of Liège Liège Belgium
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Hu J, Bao Y, Zhu Y, Osman R, Shen M, Zhang Z, Wang L, Cao S, Li L, Wu Q. The Preliminary Study on the Association Between PAHs and Air Pollutants and Microbiota Diversity. ARCHIVES OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2020; 79:321-332. [PMID: 32897393 DOI: 10.1007/s00244-020-00757-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 08/31/2020] [Indexed: 06/11/2023]
Abstract
The purpose of this study was to investigate the association among polycyclic aromatic hydrocarbons (PAHs) exposure and air pollutants and the diversity of microbiota. Daily average concentrations of six common air pollutants were obtained from China National Environmental Monitoring Centre. The PAHs exposure levels were evaluated by external and internal exposure detection methods, including monitoring atmospheric PAHs and urinary hydroxyl-polycyclic aromatic hydrocarbon (OH-PAH) metabolite levels. We analyzed the diversity of environmental and commensal bacterial communities with 16S rRNA gene sequencing and performed functional enrichment with Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) and Kyoto Encyclopedia of Genes and Genomes (KEGG). Correlation analysis and logistic regression modeling were conducted to evaluate the relationship of PAHs levels with air pollutants and microbial diversity. Correlation analysis found that the concentrations of atmospheric PAHs were significantly positively correlated with those of PM10, NO2, and SO2. There also was a positive correlation between the abundance of the genus Micrococcus (Actinobacteria) and high molecular weight PAHs, and Bacillus, such as genera and low molecular weight PAHs in the atmosphere. Logistic regression showed that the level of urinary 1-OHPyrene was associated with childhood asthma after sex and age adjustment. The level of urinary 1-OHPyrene was significantly positively correlated with that of PM2.5 and PM10. In addition, the level of 1-OHPyrene was positively correlated with oral Prevotella-7 abundance. Functional enrichment analysis demonstrated that PAHs exposure may disturb signaling pathways by the imbalance of commensal microbiota, such as purine metabolism, pyrimidine metabolites, lipid metabolism, and one carbon pool by folate, which may contribute to public health issues. Our results confirmed that atmospheric PAHs and urinary 1-OHPyrene were correlated with part of six common air pollutants and indicated that PAHs pollution may alter both environmental and commensal microbiota communities associated with health-related problems. The potential health and environmental impacts of PAHs should be further explored.
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Affiliation(s)
- Jinye Hu
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Yuling Bao
- Department of Respiratory, Nanjing Children's Hospital Affiliated to Nanjing Medical University, Nanjing, 210008, China
| | - Yuqi Zhu
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Ranagul Osman
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Mengfan Shen
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Zhan Zhang
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Li Wang
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Shuyuan Cao
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China
| | - Lei Li
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
| | - Qian Wu
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
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Pite H, Aguiar L, Morello J, Monteiro EC, Alves AC, Bourbon M, Morais-Almeida M. Metabolic Dysfunction and Asthma: Current Perspectives. J Asthma Allergy 2020; 13:237-247. [PMID: 32801785 PMCID: PMC7394599 DOI: 10.2147/jaa.s208823] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 07/11/2020] [Indexed: 12/16/2022] Open
Abstract
The increasing knowledge of the mechanisms involved in metabolism is shifting the paradigms by which the pathophysiology of many pulmonary diseases is understood. Metabolic dysfunction is recognized in obesity-associated asthma, but other metabolic conditions have been shown to be independently related to asthma. Novel insights have also recently been brought by metabolomics in this filed. The purpose of this review is to discuss current perspectives regarding metabolic dysfunction in asthma, from obesity-related asthma to other metabolic conditions and the role of current pharmacological therapeutic strategies and lifestyle interventions. Obesity is a well-recognized risk factor for asthma across the lifespan, which is generally associated with poorer response to current available treatments, rendering a more severe, refractory disease status. Besides the epidemiological and clinical link, untargeted metabolomics studies have recently supported the obesity-associated asthma phenotype at the molecular level. Not only obesity-related, but also other aspects of metabolic dysregulation can be independently linked to asthma. These include hyperinsulinemia, dyslipidemia and hypertension, which need to be taken into account, even in the non-obese patient. Untargeted metabolomics studies have further highlighted several other metabolic pathways that can be altered in asthma, namely regarding oxidative stress and systemic inflammation, and also suggesting the importance of microbiota in asthma pathogenesis. Considering the reduced response to corticosteroids, other pharmacologic treatments have been shown to be effective regardless of body mass index. Non-pharmacologic treatments (namely weight reduction and dietary changes) may bring substantial benefit to the asthmatic patient. Taken together, this evidence points towards the need to improve our knowledge in this filed and, in particular, to address the influence of environmental factors in metabolic dysfunction and asthma development. Personalized medicine is definitely needed to optimize treatment, including a holistic view of the asthmatic patient in order to set accurate pharmacologic therapy together with dietary, physical exercise and lifestyle interventions.
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Affiliation(s)
- Helena Pite
- Allergy Center, CUF Infante Santo Hospital/CUF Descobertas Hospital, Lisbon, Portugal.,CEDOC, Chronic Diseases Research Center, NOVA Medical School/Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Laura Aguiar
- Allergy Center, CUF Infante Santo Hospital/CUF Descobertas Hospital, Lisbon, Portugal
| | - Judit Morello
- CEDOC, Chronic Diseases Research Center, NOVA Medical School/Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Emília C Monteiro
- CEDOC, Chronic Diseases Research Center, NOVA Medical School/Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Ana Catarina Alves
- Department of Health Promotion and Chronic Diseases, National Institute of Health Doutor Ricardo Jorge, Lisbon, Portugal.,Biosystems and Integrative Sciences Institute (BioISI), Faculty of Sciences, University of Lisbon, Lisbon, Portugal
| | - Mafalda Bourbon
- Department of Health Promotion and Chronic Diseases, National Institute of Health Doutor Ricardo Jorge, Lisbon, Portugal.,Biosystems and Integrative Sciences Institute (BioISI), Faculty of Sciences, University of Lisbon, Lisbon, Portugal
| | - Mário Morais-Almeida
- Allergy Center, CUF Infante Santo Hospital/CUF Descobertas Hospital, Lisbon, Portugal
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17
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Sarandi E, Thanasoula M, Anamaterou C, Papakonstantinou E, Geraci F, Papamichael MM, Itsiopoulos C, Tsoukalas D. Metabolic profiling of organic and fatty acids in chronic and autoimmune diseases. Adv Clin Chem 2020; 101:169-229. [PMID: 33706889 DOI: 10.1016/bs.acc.2020.06.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Metabolomics is a powerful tool of omics that permits the simultaneous identification of metabolic perturbations in several autoimmune and chronic diseases. Several parameters can affect a metabolic profile, from the population characteristics to the selection of the analytical method. In the current chapter, we summarize the main analytical methods and results of the metabolic profiling of fatty and organic acids performed in human metabolomic studies for asthma, COPD, psoriasis and Hashimoto's thyroiditis. We discuss the most significant metabolic alterations associated with these diseases, after comparison of either a single patient's group with healthy controls or several patient's subgroups of different disease severity and phenotype with healthy controls or of a patient's group before and after treatment. Finally, we present critical metabolic patterns that are associated with each disease and their potency for the unraveling of disease pathogenesis, prediction, diagnosis, patient stratification and treatment selection.
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Affiliation(s)
- Evangelia Sarandi
- Metabolomic Medicine Clinic, Athens, Greece; Laboratory of Toxicology and Forensic Sciences, Medical School, University of Crete, Heraklion, Greece
| | - Maria Thanasoula
- Metabolomic Medicine Clinic, Athens, Greece; European Institute of Nutritional Medicine, E.I.Nu.M, Rome, Italy
| | | | | | - Francesco Geraci
- European Institute of Nutritional Medicine, E.I.Nu.M, Rome, Italy
| | - Maria Michelle Papamichael
- Department of Rehabilitation, Nutrition & Sport, La Trobe University, School of Allied Health, Melbourne, VIC, Australia
| | - Catherine Itsiopoulos
- Department of Rehabilitation, Nutrition & Sport, La Trobe University, School of Allied Health, Melbourne, VIC, Australia
| | - Dimitris Tsoukalas
- Metabolomic Medicine Clinic, Athens, Greece; European Institute of Nutritional Medicine, E.I.Nu.M, Rome, Italy.
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18
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Farraia M, Cavaleiro Rufo J, Paciência I, Castro Mendes F, Rodolfo A, Rama T, Rocha SM, Delgado L, Brinkman P, Moreira A. Human volatilome analysis using eNose to assess uncontrolled asthma in a clinical setting. Allergy 2020; 75:1630-1639. [PMID: 31997360 DOI: 10.1111/all.14207] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 12/18/2019] [Accepted: 01/06/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND Analyses of exhaled volatile organic compounds (VOCs) have shown promising results when distinguishing individuals with asthma. Currently, there are no biomarkers for uncontrolled asthma. Therefore, we aimed to assess, in a real-life clinical setting, the ability of the exhaled VOC analysis, using an electronic nose (eNose), to identify individuals with uncontrolled asthma. METHODS A cross-sectional study was conducted, and breath samples from 199 participants (130 females, aged 6-78, 66% with asthma) were analysed using an eNose. A multivariate unsupervised cluster analysis, using the resistance data from 32 sensors, could distinguish three clusters of VOC patterns in the training and testing groups. Comparisons between the clusters were performed using the one-way ANOVA, Kruskal-Wallis and chi-squared tests. RESULTS In the training set (n = 121), three different clusters covering asthma, lung function, symptoms in the previous 4 weeks and age were identified. The pairwise comparisons showed significant differences with respect to chest tightness during exercise, dyspnoea and gender. These findings were confirmed in the testing set (n = 78) where the training model identified three clusters. The participants who reported fewer respiratory symptoms (dyspnoea and night-time awakenings) were grouped into one cluster, while the others comprised participants who showed similar poor control over symptoms with the distribution of the individuals with asthma being significantly different between them. CONCLUSIONS In a clinical setting, the analysis of the exhaled VOC profiles using an eNose could be used as a fast and noninvasive complementary assessment tool for the detection of uncontrolled asthma symptoms.
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Affiliation(s)
- Mariana Farraia
- EPIUnit‐Instituto de Saúde Pública Universidade do Porto Porto Portugal
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
| | - João Cavaleiro Rufo
- EPIUnit‐Instituto de Saúde Pública Universidade do Porto Porto Portugal
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
| | - Inês Paciência
- EPIUnit‐Instituto de Saúde Pública Universidade do Porto Porto Portugal
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
- Institute of Science and Innovation in Mechanical Engineering and Industrial Management (INEGI) Porto Portugal
| | - Francisca Castro Mendes
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
| | - Ana Rodolfo
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
- Departamento de Imunoalergologia Centro Hospitalar Universitário de S. João EPE Porto Portugal
| | - Tiago Rama
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
- Departamento de Imunoalergologia Centro Hospitalar Universitário de S. João EPE Porto Portugal
| | - Sílvia M. Rocha
- Departamento de Química & QOPNA‐LAQV‐REQUINTEUniversidade de Aveiro Aveiro Portugal
| | - Luís Delgado
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
- Departamento de Imunoalergologia Centro Hospitalar Universitário de S. João EPE Porto Portugal
| | - Paul Brinkman
- Department of Respiratory Medicine Amsterdam UMC University of Amsterdam Amsterdam the Netherlands
| | - André Moreira
- EPIUnit‐Instituto de Saúde Pública Universidade do Porto Porto Portugal
- Serviço de Imunologia Básica e Clínica Departamento de Patologia Faculdade de Medicina da Universidade do Porto Porto Portugal
- Departamento de Imunoalergologia Centro Hospitalar Universitário de S. João EPE Porto Portugal
- Faculdade de Ciências da Nutrição e Alimentação da Universidade do Porto Porto Portugal
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19
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Agache I, Annesi‐Maesano I, Bonertz A, Branca F, Cant A, Fras Z, Ingenrieth F, Namazova‐Baranova L, Odemyr M, Spanevello A, Vieths S, Yorgancioglu A, Alvaro‐Lozano M, Barber Hernandez D, Chivato T, Del Giacco S, Diamant Z, Eguiluz‐Gracia I, Wijk RG, Gevaert P, Graessel A, Hellings P, Hoffmann‐Sommergruber K, Jutel M, Lau S, Lauerma A, Maria Olaguibel J, O'Mahony L, Ozdemir C, Palomares O, Pfaar O, Sastre J, Scadding G, Schmidt‐Weber C, Schmid‐Grendelmeier P, Shamji M, Skypala I, Spinola M, Spranger O, Torres M, Vereda A, Bonini S. Prioritizing research challenges and funding for allergy and asthma and the need for translational research-The European Strategic Forum on Allergic Diseases. Allergy 2019; 74:2064-2076. [PMID: 31070805 DOI: 10.1111/all.13856] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 05/02/2019] [Accepted: 05/05/2019] [Indexed: 02/07/2023]
Abstract
The European Academy of Allergy and Clinical Immunology (EAACI) organized the first European Strategic Forum on Allergic Diseases and Asthma. The main aim was to bring together all relevant stakeholders and decision-makers in the field of allergy, asthma and clinical Immunology around an open debate on contemporary challenges and potential solutions for the next decade. The Strategic Forum was an upscaling of the EAACI White Paper aiming to integrate the Academy's output with the perspective offered by EAACI's partners. This collaboration is fundamental for adapting and integrating allergy and asthma care into the context of real-world problems. The Strategic Forum on Allergic Diseases brought together all partners who have the drive and the influence to make positive change: national and international societies, patients' organizations, regulatory bodies and industry representatives. An open debate with a special focus on drug development and biomedical engineering, big data and information technology and allergic diseases and asthma in the context of environmental health concluded that connecting science with the transformation of care and a joint agreement between all partners on priorities and needs are essential to ensure a better management of allergic diseases and asthma in the advent of precision medicine together with global access to innovative and affordable diagnostics and therapeutics.
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Affiliation(s)
| | - Isabella Annesi‐Maesano
- Department of Epidemiology of Allergic and Respiratory Diseases Medical School Saint Antoine, IPLESP, INSERM and Sorbonne Université Paris France
| | - Andreas Bonertz
- Federal Agency for Vaccines and Biomedicines Paul‐Ehrlich‐Institut Langen Germany
| | - Francesco Branca
- Department of Nutrition for Health and Development Geneva Switzerland
- WHO/HQ Geneva Switzerland
| | - Andrew Cant
- University of Newcastle Upon Tyne Newcastle upon Tyne UK
- European Society for Immunodeficiencies Geneva Switzerland
| | - Zlatko Fras
- Division of Medicine University Medical Centre Ljubljana Ljubljana Slovenia
- Medical Faculty University of Ljubljana Ljubljana Slovenia
- UEMS ‐ Union Europeenne des Medecins Specialistes/European Union of Medical Specialists Brussels Belgium
| | | | - Leyla Namazova‐Baranova
- Department of Pediatrics Russian National Research Medical University of MoH RF Moscow Russia
- Department of Pediatrics Central Clinical Hospital of MoSHE (Ministry of Science and High Education) Moscow Russian Federation
| | - Mikaela Odemyr
- European Federation of Allergy and Airways Diseases Patients’ Associations (EFA) Brussels Belgium
| | - Antonio Spanevello
- Dipartimento di Medicina e Chirurgia, Malattie dell'Apparato Respiratorio Università degli Studi dell'Insubria Varese – Como Italy
- Dipartimento di Medicina e Riabilitazione Cardio Respiratoria, U.O. di Pneumologia Riabilitativa Istituti Clinici Scientifici Maugeri, IRCCS Tradate Tradate Italy
| | - Stefan Vieths
- Federal Agency for Vaccines and Biomedicines Paul‐Ehrlich‐Institut Langen Germany
| | - Arzu Yorgancioglu
- Department of Pulmonology Celal Bayar University School of Medicine Manisa Turkey
| | - Montserat Alvaro‐Lozano
- Pediatric Allergy and Clinical Immunology Department Hospital Sant Joan de Déu Barcelona Barcelona Spain
| | - Domingo Barber Hernandez
- Department of Basic Medical Sciences, School of Medicine Universidad CEU San Pablo Madrid Spain
- RETIC ARADYAL RD16/0006/0015, Instituto de Salud Carlos III Madrid Spain
| | - Tomás Chivato
- School of Medicine University CEU San Pablo Madrid Spain
| | - Stefano Del Giacco
- Department of Medical Sciences and Public Health University of Cagliari Cagliari Italy
| | - Zuzana Diamant
- Department of Respiratory Medicine & Allergology, Institute for Clinical Science, Skane University Hospital Lund University Lund Sweden
- Department of Respiratory Medicine, First Faculty of Medicine Charles University and Thomayer Hospital Prague Czech Republic
| | - Ibon Eguiluz‐Gracia
- Allergy Unit IBIMA, Regional University Hospital of Malaga, UMA Malaga Spain
- ARADyAL Network RD16/0006/0001, Carlos III Health Institute Madrid Spain
| | - Roy Gert Wijk
- Section of Allergology, Department of Internal Medicine Erasmus Medical Center Rotterdam the Netherlands
| | - Philippe Gevaert
- Department of Otorhinolaryngology‐Head and Neck Surgery, Upper Airways Research Laboratory Ghent University Ghent Belgium
| | - Anke Graessel
- Allergy Therapeutics Worthing UK
- Bencard Allergie GmbH Munich Germany
| | - Peter Hellings
- Department of Otorhinolaryngology‐Head and Neck Surgery, Upper Airways Research Laboratory Ghent University Ghent Belgium
- Department of Otorhinolaryngology‐Head and Neck Surgery UZ Leuven Leuven Belgium
- Department of Otorhinolaryngology Academic Medical Center Amsterdam The Netherlands
| | | | - Marek Jutel
- Department of Clinical Immunology Wroclaw Medical University Wroclaw Poland
- “ALL‐MED” Medical Research Institute Wroclaw Poland
| | - Susanne Lau
- Department for Pediatric Pneumology, Immunology and Intensive Care Charité Universität Medizin Berlin Germany
| | - Antti Lauerma
- Dermatology and Allergology Helsinki University Hospital and University of Helsinki Helsinki Finland
| | | | - Liam O'Mahony
- Departments of Medicine and Microbiology APC Microbiome Ireland, National University of Ireland Cork Ireland
| | - Cevdet Ozdemir
- Department of Pediatric Basic Sciences, Institute of Child Health Istanbul University Istanbul Turkey
- Department of Pediatrics, Division of Pediatric Allergy & Immunology, Istanbul Faculty of Medicine Istanbul University Istanbul Turkey
| | - Oscar Palomares
- Department of Biochemistry and Molecular Biology, School of Chemistry Complutense University of Madrid Madrid Spain
| | - Oliver Pfaar
- Department of Otorhinolaryngology, Head and Neck Surgery, Section of Rhinology and Allergy, University Hospital Marburg Philipps‐Universität Marburg Marburg Germany
| | - Joaquin Sastre
- Department of Allergy Fundación Jimenez Diaz Madrid Spain
- Department of Medicine, Instituto Carlos III CIBERES, Universidad Autónoma de Madrid Madrid Spain
| | | | - Carsten Schmidt‐Weber
- Zentrums Allergie & Umwelt (ZAUM) Technische Universität und Helmholtz Zentrum München Germany
| | - Peter Schmid‐Grendelmeier
- Allergy Unit, Department of Dermatology University Hospital of Zurich Zurich Switzerland
- Christine‐Kühne Center for Allergy Research and Education CK‐CARE Davos Davos Switzerland
| | - Mohamed Shamji
- Allergy & Clinical Immunology, Inflammation, Repair and Development, Imperial College, National Heart and Lung Institute Immunomodulation and Tolerance Group London UK
- Asthma UK Centre in Allergic Mechanisms of Asthma London UK
| | - Isabel Skypala
- Royal Brompton & Harefield NHS Foundation Trust London UK
- Imperial College London UK
| | | | - Otto Spranger
- Global Allergy and Asthma Patient Platform Vienna Austria
| | - Maria Torres
- Allergy Unit IBIMA, Regional University Hospital of Malaga, UMA Malaga Spain
- ARADyAL Network RD16/0006/0001, Carlos III Health Institute Madrid Spain
| | | | - Sergio Bonini
- Institute of Translational Pharmacology Italian National Research Council Rome Italy
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Huang S, Chen G, Ye N, Kou X, Zhu F, Shen J, Ouyang G. Solid-phase microextraction: An appealing alternative for the determination of endogenous substances - A review. Anal Chim Acta 2019; 1077:67-86. [PMID: 31307724 DOI: 10.1016/j.aca.2019.05.054] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 05/22/2019] [Accepted: 05/23/2019] [Indexed: 02/07/2023]
Abstract
The determination of endogenous substances is of great significance for obtaining important biotic information such as biological components, metabolic pathways and disease biomarkers in different living organisms (e.g. plants, insects, animals and humans). However, due to the complex matrix and the trace concentrations of target analytes, the sample preparation procedure is an essential step before the analytes of interest are introduced into a detection instrument. Solid-phase microextraction (SPME), an emerging sample preparation technique that integrates sampling, extraction, concentration, and sample introduction into one step, has gained wide acceptance in various research fields, including in the determination of endogenous compounds. In this review, recent developments and applications of SPME for the determination of endogenous substances over the past five years are summarized. Several aspects, including the design of SPME devices (sampling configuration and coating), applications (in vitro and in vivo sampling), and coupling with emerging instruments (comprehensive two-dimensional gas chromatography (GC × GC), ambient mass spectrometry (AMS) and surface enhanced Raman scattering (SERS)) are involved. Finally, the challenges and opportunities of SPME methods in endogenous substances analysis are also discussed.
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Affiliation(s)
- Siming Huang
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, No. 107 Yanjiang Road West, Guangzhou, 510120, China
| | - Guosheng Chen
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry/KLGHEI of Environment and Energy Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou, 510275, China
| | - Niru Ye
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry/KLGHEI of Environment and Energy Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou, 510275, China
| | - Xiaoxue Kou
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry/KLGHEI of Environment and Energy Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou, 510275, China
| | - Fang Zhu
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry/KLGHEI of Environment and Energy Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou, 510275, China
| | - Jun Shen
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, No. 107 Yanjiang Road West, Guangzhou, 510120, China.
| | - Gangfeng Ouyang
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry/KLGHEI of Environment and Energy Chemistry, School of Chemistry, Sun Yat-sen University, Guangzhou, 510275, China; College of Chemistry & Molecular Engineering, Center of Advanced Analysis and Computational Science, Zhengzhou University, Kexue Avenue 100, Zhengzhou, 450001, PR China.
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21
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Phenotype-Specific Therapeutic Effect of Rhodiola wallichiana var. cholaensis Combined with Dexamethasone on Experimental Murine Asthma and Its Comprehensive Pharmacological Mechanism. Int J Mol Sci 2019; 20:ijms20174216. [PMID: 31466312 PMCID: PMC6747379 DOI: 10.3390/ijms20174216] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 08/17/2019] [Accepted: 08/26/2019] [Indexed: 12/14/2022] Open
Abstract
The heterogeneity of asthma involves complex pathogenesis leading to confusion regarding the choice of therapeutic strategy. In the clinic, asthma is commonly classified as having either eosinophilic asthma (EA) or non-eosinophilic asthma (NEA) phenotypes. Microbiota colonizing in airways has been demonstrated to induce distinct phenotypes of asthma and the resistance to steroids. Rhodiola wallichiana var. cholaensis (RWC) has the potential to alleviate asthmatic inflammation according to recent studies, but its pharmacological mechanisms remain unclarified. In our study, murine asthmatic phenotypes were established and treated with RWC and/or dexamethasone (DEX). Combined treatment with RWC and DEX could improve spirometry and airway hyperresponsiveness (AHR) in asthmatic phenotypes, alleviate steroid resistance in NEA, and reduce the inflammatory infiltration of the both phenotypes. The combined treatment increased Th1, regulated the imbalance of Th2/Th1, and decreased the related cytokines in EA. As for NEA, the combined treatment reduced Th17 and promoted the accumulation of regulatory T cells (Tregs) in lung. A microbiome study based on 16S rDNA sequencing technique revealed the significantly changed structure of the lower airway microbiota after combined treatment in NEA, with 4 distinct genera and 2 species identified. OPLS-DA models of metabolomics analysis based on UPLC-Q/TOF-MS technique identified 34 differentiated metabolites and 8 perturbed metabolic pathways. A joint multiomics study predicted that the colonized microbiota in airways might be associated with susceptibility of asthma and steroid resistance, which involved systematic and pulmonary metabolic perturbation. In summary, the pharmacological network of RWC included the complicated interaction mechanisms of immune regulation, microbiota change, and metabolic perturbation.
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22
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Ran S, Sun F, Song Y, Wang X, Hong Y, Han Y. The Study of Dried Ginger and Linggan Wuwei Jiangxin Decoction Treatment of Cold Asthma Rats Using GC-MS Based Metabolomics. Front Pharmacol 2019; 10:284. [PMID: 31031619 PMCID: PMC6470627 DOI: 10.3389/fphar.2019.00284] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 03/07/2019] [Indexed: 01/13/2023] Open
Abstract
Dried ginger is the monarch drug in Linggan Wuwei Jiangxin (LGWWJX) decoction, which is used to treat cold asthma. The purpose of this study was to investigate and compare the effects of dried ginger and LGWWJX decoction for treatment of cold asthma rats at the metabolomics level using gas chromatography–mass spectrometry (GC–MS). OVA and ice water-induced cold asthma were induced in SD rats. The effects of dried ginger and LGWWJX decoction were evaluated by general morphological observation, hematoxylin and eosin staining, inflammatory cell count, IgE, IL-4, IFN-γ quantitation, and visceral index. GC-MS-based metabolomics was performed and analyzed using multivariate statistical analysis. Biomarker identification, pathway analysis, correlations between identified biomarker, and efficacy indices were performed. The results showed that dried ginger and LGWWJX decoction had obvious effects on cold asthma rats. Thirty-seven metabolites (15 in serum and 22 in urine) associated with cold asthma were identified. These metabolites were mainly carbohydrates, fatty acids and their products, organic acids, and others. Seven pathways were identified by MetaboAnalyst 4.0 metabolic pathway analysis. After intervention with dried ginger and LGWWJX decoction, the majority of altered metabolites and metabolic pathways returned to control levels. LGWWJX decoction regulated more metabolites of carbohydrates and fatty acids, which contribute to energy metabolism and oxidative stress in cold asthma, than dried ginger. We concluded that dried ginger and LGWWJX decoction both were effective for treatment of cold asthma. LGWWJX decoction was more effective than dried ginger for treatment of cold asthma. This study evaluated the effects of dried ginger and LGWWJX decoction on cold asthma at the metabolomics level. It provides a reference for the research on the compatibility of Chinese Medicine.
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Affiliation(s)
- Shan Ran
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Grade 3 Laboratory of TCM Preparation, State Administration of Anhui University of Chinese Medicine, Hefei, China
| | - Fangfang Sun
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Grade 3 Laboratory of TCM Preparation, State Administration of Anhui University of Chinese Medicine, Hefei, China
| | - Yan Song
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Grade 3 Laboratory of TCM Preparation, State Administration of Anhui University of Chinese Medicine, Hefei, China
| | - Xiaoli Wang
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Grade 3 Laboratory of TCM Preparation, State Administration of Anhui University of Chinese Medicine, Hefei, China
| | - Yan Hong
- Clinical College of Integrated Chinese and Western Medicine, Anhui University of Chinese Medicine, Hefei, China
| | - Yanquan Han
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Grade 3 Laboratory of TCM Preparation, State Administration of Anhui University of Chinese Medicine, Hefei, China
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23
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Tao JL, Chen YZ, Dai QG, Tian M, Wang SC, Shan JJ, Ji JJ, Lin LL, Li WW, Yuan B. Urine metabolic profiles in paediatric asthma. Respirology 2019; 24:572-581. [PMID: 30763984 DOI: 10.1111/resp.13479] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 12/19/2018] [Accepted: 12/25/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND OBJECTIVE Asthma is a global problem and complex disease suited for metabolomic profiling. This study explored the candidate biomarkers specific to paediatric asthma and provided insights into asthmatic pathophysiology. METHODS Children (aged 6-11 years) meeting the criteria for healthy control (n = 29), uncontrolled asthma (n = 37) or controlled asthma (n = 43) were enrolled. Gas chromatography-mass spectrometry was performed on urine samples of the patients to explore the different types of metabolite profile in paediatric asthma. Additionally, we employed a comprehensive strategy to elucidate the relationship between significant metabolites and asthma-related genes. RESULTS We identified 51 differential metabolites mainly related to dysfunctional amino acid, carbohydrate and purine metabolism. A combination of eight candidate metabolites, including uric acid, stearic acid, threitol, acetylgalactosamine, heptadecanoic acid, aspartic acid, xanthosine and hypoxanthine (adjusted P < 0.05 and fold-change >1.5 or <0.67), showed excellent discriminatory performance for the presence of asthma and the differentiation of poor-controlled or well-controlled asthma, and area under the curve values were >0.97 across groups. Enrichment analysis based on these targets revealed that the Fc receptor, intracellular steroid hormone receptor signalling pathway, DNA damage and fibroblast proliferation were involved in inflammation, immunity and stress-related biological progression of paediatric asthma. CONCLUSION Metabolomic analysis of patient urine combined with network-biology approaches allowed discrimination of asthma profiles and subtypes according to the metabolic patterns. The results provided insight into the potential mechanism of paediatric asthma.
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Affiliation(s)
- Jia-Lei Tao
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yan-Zhen Chen
- Oncology Department, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Qi-Gang Dai
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
| | - Man Tian
- Respiratory Department, Nanjing Children's Hospital affiliated to Nanjing Medical University, Nanjing, China
| | - Shou-Chuan Wang
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jin-Jun Shan
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jian-Jian Ji
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
| | - Li-Li Lin
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
| | - Wei-Wei Li
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
| | - Bin Yuan
- Department of Paediatrics, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Key Laboratory of Paediatric Respiratory Disease, Institute of Paediatrics, Nanjing University of Chinese Medicine, Nanjing, China
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24
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Roszkowska A, Miękus N, Bączek T. Application of solid-phase microextraction in current biomedical research. J Sep Sci 2018; 42:285-302. [DOI: 10.1002/jssc.201800785] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 10/02/2018] [Accepted: 10/02/2018] [Indexed: 12/19/2022]
Affiliation(s)
- Anna Roszkowska
- Department of Pharmaceutical Chemistry; Faculty of Pharmacy; Medical University of Gdańsk; Gdańsk Poland
| | - Natalia Miękus
- Department of Pharmaceutical Chemistry; Faculty of Pharmacy; Medical University of Gdańsk; Gdańsk Poland
- Department of Animal and Human Physiology; Faculty of Biology; University of Gdańsk; Gdańsk Poland
| | - Tomasz Bączek
- Department of Pharmaceutical Chemistry; Faculty of Pharmacy; Medical University of Gdańsk; Gdańsk Poland
- Department of Nursing; Faculty of Health Sciences; Pomeranian University of Słupsk; Słupsk Poland
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25
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Khamis MM, Adamko DJ, Purves RW, El-Aneed A. Quantitative determination of potential urine biomarkers of respiratory illnesses using new targeted metabolomic approach. Anal Chim Acta 2018; 1047:81-92. [PMID: 30567667 DOI: 10.1016/j.aca.2018.09.035] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 09/12/2018] [Accepted: 09/16/2018] [Indexed: 11/16/2022]
Abstract
The diagnosis of asthma and chronic obstructive pulmonary disease (COPD) can be challenging due to the overlap in their clinical presentations in some patients. There is a need for a more objective clinical test that can be routinely used in primary care settings. Through an untargeted 1H NMR urine metabolomic approach, we identified a set of endogenous metabolites as potential biomarkers for the differentiation of asthma and COPD. A subset of these potential biomarkers contains 7 highly polar metabolites of diverse physicochemical properties. To the best of our knowledge, there is no liquid chromatography-tandem mass spectrometry (LC-MS/MS) method that evaluated more than two of the target metabolites in a single analytical run. The target metabolites belong to the families of monosaccharides, organic acids, amino acids, quaternary ammonium compounds and nucleic acids, rendering hydrophilic interaction liquid chromatography (HILIC) an ideal technology for their quantification. Since a clinical decision is to be made from patients data, a fully validated analytical method is required for biomarker validation. Method validation for endogenous metabolites is a daunting task since current guidelines were designed for exogenous compounds. As such, innovative approaches were adopted to meet the validation requirements. Herein, we describe a sensitive HILIC-MS/MS method for the quantification of the 7 endogenous urinary metabolites. Detection was achieved in the multiple reaction monitoring (MRM) mode with polarity switching, using quadrupole-linear ion trap instrument (QTRAP 6500) as well as single ion monitoring in the negative-ion mode. The method was fully validated according to the regulatory guidelines. Linearity was established between 6 and 21000 ng/mL and quality control samples demonstrated acceptable intra- and inter-day accuracy (85.7%-112%), intra- and inter-day precision (CV% <11.5%) as well as stability under various storage and sample processing conditions. To illustrate the method's applicability, the validated method was applied to the analysis of a small set of urine samples collected from asthma and COPD patients. Preliminary modelling of separation was generated using partial least square discriminant analysis (R2 0.752 and Q2 0.57). The adequate separation between patient samples confirms the diagnostic potential of these target metabolites as a proof-of-concept for the differentiation between asthma and COPD. However, more patient urine samples are needed in order to increase the statistical power of the analytical model.
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Affiliation(s)
- Mona M Khamis
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada
| | - Darryl J Adamko
- Department of Pediatrics, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Randy W Purves
- Canadian Food Inspection Agency (CFIA), Saskatoon, SK, Canada
| | - Anas El-Aneed
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada.
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26
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Pang Z, Wang G, Wang C, Zhang W, Liu J, Wang F. Serum Metabolomics Analysis of Asthma in Different Inflammatory Phenotypes: A Cross-Sectional Study in Northeast China. BIOMED RESEARCH INTERNATIONAL 2018; 2018:2860521. [PMID: 30345296 PMCID: PMC6174811 DOI: 10.1155/2018/2860521] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 08/11/2018] [Accepted: 09/03/2018] [Indexed: 01/21/2023]
Abstract
BACKGROUND AND OBJECTIVE Asthma as a chronic heterogeneous disease seriously affects the quality of life. Incorrect identification for its clinical phenotypes lead to a huge waste of medical resources. Metabolomic technique as a novel approach to explore the pathogenesis of diseases have not been used to study asthma based on their clear defined inflammatory phenotypes. This study is aimed to distinguish the divergent metabolic profile in different asthma phenotypes and clarify the pathogenesis of them. METHODS Participants including eosinophilic asthmatics (EA, n=13), noneosinophilic asthmatics (NEA, n=16), and healthy controls (HC, n=15) were enrolled. A global profile of untargeted serum metabolomics was identified with Ultra Performance Liquid Chromatography-Mass Spectrometry technique. RESULTS Multivariate analysis was performed and showed a clear distinction between EA, NEA, and HC. A total of 18 different metabolites were recognized between the three groups based on OPLS-DA model and involved in 10 perturbed metabolic pathways. Glycerophospholipid metabolism, retinol metabolism, and sphingolipid metabolism were identified as the most significant changed three pathways (impact > 0.1 and -log(P) > 4) between the phenotypes. CONCLUSIONS We showed that the different inflammatory phenotypes of asthma involve the immune regulation, energy, and nutrients metabolism. The clarified metabolic profile contributes to understanding the pathophysiology of asthma phenotypes and optimizing the therapeutic strategy against asthma heterogeneity.
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Affiliation(s)
- Zhiqiang Pang
- Department of Pathogen Biology, College of Basic Medical Sciences, Jilin University, Changchun, China
| | - Guoqiang Wang
- Department of Pathogen Biology, College of Basic Medical Sciences, Jilin University, Changchun, China
| | - Cuizhu Wang
- School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Weijie Zhang
- Third Department of Respiratory Disease, Jilin Provincial People's Hospital, Changchun, China
| | - Jinping Liu
- School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Fang Wang
- Department of Pathogen Biology, College of Basic Medical Sciences, Jilin University, Changchun, China
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27
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Belinato JR, Dias FFG, Caliman JD, Augusto F, Hantao LW. Opportunities for green microextractions in comprehensive two-dimensional gas chromatography / mass spectrometry-based metabolomics - A review. Anal Chim Acta 2018; 1040:1-18. [PMID: 30327098 DOI: 10.1016/j.aca.2018.08.034] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 08/15/2018] [Accepted: 08/17/2018] [Indexed: 10/28/2022]
Abstract
Microextractions have become an attractive class of techniques for metabolomics. The most popular technique is solid-phase microextraction that revolutionized the field of modern sample preparation in the early nineties. Ever since this milestone, microextractions have taken on many principles and formats comprising droplets, fibers, membranes, needles, and blades. Sampling devices may be customized to impart exhaustive or equilibrium-based characteristics to the extraction method. Equilibrium-based approaches may rely on additional methods for calibration, such as diffusion-based or on-fiber kinetic calibration to improve bioanalysis. In addition, microextraction-based methods may enable minimally invasive sampling protocols and measure the average free concentration of analytes in heterogeneous multiphasic biological systems. On-fiber derivatization has evidenced new opportunities for targeted and untargeted analysis in metabolomics. All these advantages have highlighted the potential of microextraction techniques for in vivo and on-site sampling and sample preparation, while many opportunities are still available for laboratory protocols. In this review, we outline and discuss some of the most recent applications using microextractions techniques for comprehensive two-dimensional gas chromatography-based metabolomics, including potential research opportunities.
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Affiliation(s)
- João R Belinato
- Institute of Chemistry, University of Campinas, Campinas, SP, 13083-970, Brazil; National Institute of Science and Technology in Bioanalysis (INCTBio), Campinas, SP, 13083-970, Brazil
| | - Fernanda F G Dias
- Institute of Chemistry, University of Campinas, Campinas, SP, 13083-970, Brazil; National Institute of Science and Technology in Bioanalysis (INCTBio), Campinas, SP, 13083-970, Brazil
| | - Jaqueline D Caliman
- Institute of Chemistry, University of Campinas, Campinas, SP, 13083-970, Brazil; National Institute of Science and Technology in Bioanalysis (INCTBio), Campinas, SP, 13083-970, Brazil
| | - Fabio Augusto
- Institute of Chemistry, University of Campinas, Campinas, SP, 13083-970, Brazil; National Institute of Science and Technology in Bioanalysis (INCTBio), Campinas, SP, 13083-970, Brazil
| | - Leandro W Hantao
- Institute of Chemistry, University of Campinas, Campinas, SP, 13083-970, Brazil.
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28
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Pité H, Morais-Almeida M, Rocha SM. Metabolomics in asthma: where do we stand? Curr Opin Pulm Med 2018; 24:94-103. [PMID: 29059088 DOI: 10.1097/mcp.0000000000000437] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE OF REVIEW Metabolomics has been used to uncover the metabolic signatures of asthma, both for biomarker identification and pathophysiologic mechanisms research. We aimed to review recent advances in this field, published since 2016, and discuss these findings implications to future research and application into clinical practice. RECENT FINDINGS Experimental asthma models and clinical studies in both children and adults supported independent metabolic signatures of asthma. Common reported pathways included purine, glycerophospholipid, glutathione, fatty acids, and arginine and proline metabolism. Metabolomics-based studies identified candidate biomarkers related to asthma severity and corticosteroid resistance, and supported the definition of the obesity-related phenotype at the molecular level. A systematic review with meta-analysis and recent prospective studies favored exhaled volatile organic compounds as one of the most promising biomarkers in asthma diagnosis and monitoring. SUMMARY Metabolomics has provided unique and novel insights into asthma profiling at the molecular level. Current challenges include procedures standardization and control of potentially confounding variables for external validation. Point-of-care technology developments bring metabolomics closer to clinical practice. In addition to biomarkers identification, relating metabolites to their biologic role will serve as critical foundations for understanding the biology underpinning asthma heterogeneity and for specific-targeted therapies. VIDEO ABSTRACT.
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Affiliation(s)
- Helena Pité
- Allergy Center, CUF Descobertas Hospital and CUF Infante Santo Hospital.,CEDOC, Chronic Diseases Research Center, NOVA Medical School/Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Lisbon
| | | | - Sílvia M Rocha
- Department of Chemistry & QOPNA, University of Aveiro, Aveiro, Portugal
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29
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Kočová Vlčková H, Pilařová V, Svobodová P, Plíšek J, Švec F, Nováková L. Current state of bioanalytical chromatography in clinical analysis. Analyst 2018; 143:1305-1325. [DOI: 10.1039/c7an01807j] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Chromatographic methods have become popular in clinical analysis in both routine and research laboratories.
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Affiliation(s)
- H. Kočová Vlčková
- Deparment of Analytical Chemistry
- Faculty of Pharmacy in Hradec Králové
- Charles University
- Hradec Králové
- Czech Republic
| | - V. Pilařová
- Deparment of Analytical Chemistry
- Faculty of Pharmacy in Hradec Králové
- Charles University
- Hradec Králové
- Czech Republic
| | - P. Svobodová
- Deparment of Analytical Chemistry
- Faculty of Pharmacy in Hradec Králové
- Charles University
- Hradec Králové
- Czech Republic
| | - J. Plíšek
- Deparment of Analytical Chemistry
- Faculty of Pharmacy in Hradec Králové
- Charles University
- Hradec Králové
- Czech Republic
| | - F. Švec
- Deparment of Analytical Chemistry
- Faculty of Pharmacy in Hradec Králové
- Charles University
- Hradec Králové
- Czech Republic
| | - L. Nováková
- Deparment of Analytical Chemistry
- Faculty of Pharmacy in Hradec Králové
- Charles University
- Hradec Králové
- Czech Republic
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30
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Villaseñor A, Rosace D, Obeso D, Pérez-Gordo M, Chivato T, Barbas C, Barber D, Escribese MM. Allergic asthma: an overview of metabolomic strategies leading to the identification of biomarkers in the field. Clin Exp Allergy 2017; 47:442-456. [PMID: 28160515 DOI: 10.1111/cea.12902] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Allergic asthma is a prominent disease especially during childhood. Indoor allergens, in general, and particularly house dust mites (HDM) are the most prevalent sensitizers associated with allergic asthma. Available data show that 65-130 million people are mite-sensitized world-wide and as many as 50% of these are asthmatic. In fact, sensitization to HDM in the first years of life can produce devastating effects on pulmonary function leading to asthmatic syndromes that can be fatal. To date, there has been considerable research into the pathological pathways and structural changes associated with allergic asthma. However, limitations related to the disease heterogeneity and a lack of knowledge into its pathophysiology have impeded the generation of valuable data needed to appropriately phenotype patients and, subsequently, treat this disease. Here, we report a systematic and integral analysis of the disease, from airway remodelling to the immune response taking place throughout the disease stages. We present an overview of metabolomics, the management of complex multifactorial diseases through the analysis of all possible metabolites in a biological sample, obtaining a global interpretation of biological systems. Special interest is placed on the challenges to obtain biological samples and the methodological aspects to acquire relevant information, focusing on the identification of novel biomarkers associated with specific phenotypes of allergic asthma. We also present an overview of the metabolites cited in the literature, which have been related to inflammation and immune response in asthma and other allergy-related diseases.
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Affiliation(s)
- A Villaseñor
- Faculty of Medicine, Institute of Applied Molecular Medicine (IMMA), CEU San Pablo University, Boadilla del Monte, Madrid, Spain
| | - D Rosace
- Faculty of Medicine, Institute of Applied Molecular Medicine (IMMA), CEU San Pablo University, Boadilla del Monte, Madrid, Spain
| | - D Obeso
- Faculty of Medicine, Institute of Applied Molecular Medicine (IMMA), CEU San Pablo University, Boadilla del Monte, Madrid, Spain.,Faculty of Pharmacy, Centre for Metabolomics and Bioanalysis (CEMBIO), CEU San Pablo University, Boadilla del Monte, Madrid, Spain
| | - M Pérez-Gordo
- Faculty of Pharmacy, Centre for Metabolomics and Bioanalysis (CEMBIO), CEU San Pablo University, Boadilla del Monte, Madrid, Spain.,Basic Medical Sciences Department, Faculty of Medicine, CEU San Pablo University, Boadilla del Monte, Madrid, Spain
| | - T Chivato
- Basic Medical Sciences Department, Faculty of Medicine, CEU San Pablo University, Boadilla del Monte, Madrid, Spain
| | - C Barbas
- Faculty of Pharmacy, Centre for Metabolomics and Bioanalysis (CEMBIO), CEU San Pablo University, Boadilla del Monte, Madrid, Spain
| | - D Barber
- Faculty of Medicine, Institute of Applied Molecular Medicine (IMMA), CEU San Pablo University, Boadilla del Monte, Madrid, Spain
| | - M M Escribese
- Faculty of Medicine, Institute of Applied Molecular Medicine (IMMA), CEU San Pablo University, Boadilla del Monte, Madrid, Spain.,Basic Medical Sciences Department, Faculty of Medicine, CEU San Pablo University, Boadilla del Monte, Madrid, Spain
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31
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Khamis MM, Adamko DJ, El-Aneed A. Development of a validated LC- MS/MS method for the quantification of 19 endogenous asthma/COPD potential urinary biomarkers. Anal Chim Acta 2017; 989:45-58. [PMID: 28915942 DOI: 10.1016/j.aca.2017.08.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 06/19/2017] [Accepted: 08/03/2017] [Indexed: 11/27/2022]
Abstract
Obstructive airways inflammatory diseases sometimes show overlapping symptoms that hinder their early and correct diagnosis. Current clinical tests are tedious and are of inadequate specificity in special population such as the elderly and children. Therefore, we are developing tandem mass spectrometric (MS/MS) methods for targeted analysis of urine biomarkers. Recently, proton-nuclear magnetic resonance (1H-NMR) analysis proposed 50 urinary metabolites as potential diagnostic biomarkers among asthma and chronic obstructive pulmonary disease (COPD) patients. Metabolites are divided into 3 groups based on chemical nature. For group 1 (amines and phenols, 19 urinary metabolites), we developed and validated a high performance liquid chromatographic (HPLC)-MS/MS method using differential isotope labeling (DIL) with dansyl chloride. Method development included the optimization of the derivatization reaction, the MS/MS conditions, and the chromatographic separation. Linearity varied from 2 to 4800 ng/mL and the use of 13C2-labeled derivatives allowed for the correction of matrix effects as well as the unambiguous confirmation of the identity of each metabolite in the presence of interfering isomers in urine. Despite the challenges associated with method validation, the method was fully validated as per the food and drug administration (FDA) and the European medicines agency (EMA) recommendations. Validation criteria included linearity, precision, accuracy, dilution integrity, selectivity, carryover, and stability. Challenges in selectivity experiments included the isotopic contributions of the analyte towards its internal standard (IS), that was addressed via the optimization of the IS concentration. In addition, incurred sample analysis was performed to ensure that results from patient samples are accurate and reliable. The method was robust and reproducible and is currently being applied in a cohort of asthma and COPD patient urine samples for biomarker discovery purposes.
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Affiliation(s)
- Mona M Khamis
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada
| | - Darryl J Adamko
- Department of Pediatrics, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Anas El-Aneed
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, SK, Canada.
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32
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Kelly RS, Dahlin A, McGeachie MJ, Qiu W, Sordillo J, Wan ES, Wu AC, Lasky-Su J. Asthma Metabolomics and the Potential for Integrative Omics in Research and the Clinic. Chest 2016; 151:262-277. [PMID: 27776981 DOI: 10.1016/j.chest.2016.10.008] [Citation(s) in RCA: 130] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Revised: 09/26/2016] [Accepted: 10/07/2016] [Indexed: 12/11/2022] Open
Abstract
Asthma is a complex disease well-suited to metabolomic profiling, both for the development of novel biomarkers and for the improved understanding of pathophysiology. In this review, we summarize the 21 existing metabolomic studies of asthma in humans, all of which reported significant findings and concluded that individual metabolites and metabolomic profiles measured in exhaled breath condensate, urine, plasma, and serum could identify people with asthma and asthma phenotypes with high discriminatory ability. There was considerable consistency across the studies in terms of the reported biomarkers, regardless of biospecimen, profiling technology, and population age. In particular, acetate, adenosine, alanine, hippurate, succinate, threonine, and trans-aconitate, and pathways relating to hypoxia response, oxidative stress, immunity, inflammation, lipid metabolism and the tricarboxylic acid cycle were all identified as significant in at least two studies. There were also a number of nonreplicated results; however, the literature is not yet sufficiently developed to determine whether these represent spurious findings or reflect the substantial heterogeneity and limited statistical power in the studies and their methods to date. This review highlights the need for additional asthma metabolomic studies to explore these issues, and, further, the need for standardized methods in the way these studies are conducted. We conclude by discussing the potential of translation of these metabolomic findings into clinically useful biomarkers and the crucial role that integrated omics is likely to play in this endeavor.
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Affiliation(s)
- Rachel S Kelly
- Channing Division of Network Medicine, Brigham Women's Hospital and Harvard Medical School, Boston, MA
| | - Amber Dahlin
- Channing Division of Network Medicine, Brigham Women's Hospital and Harvard Medical School, Boston, MA
| | - Michael J McGeachie
- Channing Division of Network Medicine, Brigham Women's Hospital and Harvard Medical School, Boston, MA
| | - Weiliang Qiu
- Channing Division of Network Medicine, Brigham Women's Hospital and Harvard Medical School, Boston, MA
| | - Joanne Sordillo
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care, Boston, MA
| | - Emily S Wan
- Channing Division of Network Medicine, Brigham Women's Hospital and Harvard Medical School, Boston, MA; VA Boston Healthcare System, Department of Veterans Affairs, Boston, MA
| | - Ann Chen Wu
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care, Boston, MA
| | - Jessica Lasky-Su
- Channing Division of Network Medicine, Brigham Women's Hospital and Harvard Medical School, Boston, MA.
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