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Vilela AFL, Patrício MR, Nobre-Azevedo P, de Carvalho JCS, Defelippo-Felippe TV, Pontes NNH, Rodrigues DL, Oliveira BTM, da Silva-Neto PV, Nardini V, Fernandes APM, Almeida F, Faccioli LH, Sorgi CA. Enhanced lipidomics workflows for plasma and extracellular vesicles through advanced liquid chromatography-tandem mass spectrometry integrated. Talanta 2025; 291:127847. [PMID: 40056647 DOI: 10.1016/j.talanta.2025.127847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 02/18/2025] [Accepted: 02/26/2025] [Indexed: 03/10/2025]
Abstract
Lipidomics, a subfield of metabolomics, provides comprehensive analysis of lipids in biological systems and is essential for biomedical research, driven by advances in analytical technologies. Lipids are crucial biomolecules in cellular functions and have been increasingly recognized for their role in physiological and pathological processes. This study focuses on advanced strategies for the development, validation, and implementation of untargeted lipidomics methods in human plasma and extracellular vesicles (EVs) using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Method validation demonstrated excellent accuracy (precision and trueness) (81-120 % of nominal value), precision with inter-day repeatability below 20 %, limits of quantification ranging from 0.25 to 25 μM, and recovery rates exceeding 80 % for most lipid classes, as well as matrix effects. Plasma samples were used as a proof-of-concept study, and the method was ultimately applied to human macrophage-derived EVs. Lipid extraction utilized four liquid-liquid extraction methods to ensure broad lipid class coverage, high recovery, and repeatability. Additionally, we demonstrated that a sonication-assisted homogenization step effectively facilitates lipid extraction from EVs. Through untargeted lipidomics, our study identifies and quantifies a diverse range of lipid species in human plasma (225 lipids analytes) and macrophage-derived EVs (124 lipids analytes) within different classes. Overall, we present sophisticated approaches that combine pre-analytical lipid extraction techniques with high-resolution LC-MS/MS to enhance lipidomics research. This approach enhances the characterization of lipid profiles and their biological implications, paving the way for applications in personalized medicine and the discovery of novel lipid biomarkers associated with EVs biogenesis.
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Affiliation(s)
- Adriana F L Vilela
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil; Departamento de Enfermagem Geral e Especializada, Escola de Enfermagem de Ribeirão Preto-EERP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-902, SP, Brazil
| | - Miguel R Patrício
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil; Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto-FMRP, Universidade de São Paulo-USP, Ribeirão Preto, 14049-900, SP, Brazil
| | - Pedro Nobre-Azevedo
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil; Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto-FMRP, Universidade de São Paulo-USP, Ribeirão Preto, 14049-900, SP, Brazil
| | - Jonatan C S de Carvalho
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil; Departamento de Análises Clínicas, Toxicológicas e Bromatológicas, Faculdade de Ciências Farmacêuticas de Ribeirão Preto-FCFRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-903, SP, Brazil
| | - Thiago V Defelippo-Felippe
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil
| | - Nathan N H Pontes
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil
| | - Daniel L Rodrigues
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil
| | - Bianca T M Oliveira
- Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto-FMRP, Universidade de São Paulo-USP, Ribeirão Preto, 14049-900, SP, Brazil
| | - Pedro V da Silva-Neto
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil
| | - Viviani Nardini
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil; Departamento de Análises Clínicas, Toxicológicas e Bromatológicas, Faculdade de Ciências Farmacêuticas de Ribeirão Preto-FCFRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-903, SP, Brazil; Centro de Excelência em Quantificação e Identificação de Lipídios-CEQIL, Faculdade de Ciências Farmacêuticas de Ribeirão Preto-FCFRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-903, SP, Brazil
| | - Ana P M Fernandes
- Departamento de Enfermagem Geral e Especializada, Escola de Enfermagem de Ribeirão Preto-EERP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-902, SP, Brazil
| | - Fausto Almeida
- Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto-FMRP, Universidade de São Paulo-USP, Ribeirão Preto, 14049-900, SP, Brazil
| | - Lucia H Faccioli
- Departamento de Análises Clínicas, Toxicológicas e Bromatológicas, Faculdade de Ciências Farmacêuticas de Ribeirão Preto-FCFRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-903, SP, Brazil; Centro de Excelência em Quantificação e Identificação de Lipídios-CEQIL, Faculdade de Ciências Farmacêuticas de Ribeirão Preto-FCFRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-903, SP, Brazil
| | - Carlos A Sorgi
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto-FFCLRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-901, SP, Brazil; Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto-FMRP, Universidade de São Paulo-USP, Ribeirão Preto, 14049-900, SP, Brazil; Centro de Excelência em Quantificação e Identificação de Lipídios-CEQIL, Faculdade de Ciências Farmacêuticas de Ribeirão Preto-FCFRP, Universidade de São Paulo-USP, Ribeirão Preto, 14040-903, SP, Brazil.
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Sutter CH, Azim S, Wang A, Bhuju J, Simpson AS, Uberoi A, Grice EA, Sutter TR. Ligand Activation of the Aryl Hydrocarbon Receptor Upregulates Epidermal Uridine Diphosphate Glucose Ceramide Glucosyltransferase and Glucosylceramides. J Invest Dermatol 2023; 143:1964-1972.e4. [PMID: 37004877 PMCID: PMC10529782 DOI: 10.1016/j.jid.2023.03.1662] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 03/08/2023] [Accepted: 03/14/2023] [Indexed: 04/03/2023]
Abstract
Ligand activation of the aryl hydrocarbon receptor (AHR) accelerates keratinocyte differentiation and the formation of the epidermal permeability barrier. Several classes of lipids, including ceramides, are critical to the epidermal permeability barrier. In normal human epidermal keratinocytes, the AHR ligand, 2,3,7,8-tetrachlorodibenzo-p-dioxin, increased RNA levels of ceramide metabolism and transport genes: uridine diphosphate glucose ceramide glucosyltransferase (UGCG), ABCA12, GBA1, and SMPD1. Levels of abundant skin ceramides were also increased by 2,3,7,8-tetrachlorodibenzo-p-dioxin. These included the metabolites synthesized by UGCG, glucosylceramides, and acyl glucosylceramides. Chromatin immunoprecipitation-sequence analysis and luciferase reporter assays identified UGCG as a direct AHR target. The AHR antagonist, GNF351, inhibited the 2,3,7,8-tetrachlorodibenzo-p-dioxin-mediated RNA and transcriptional increases. Tapinarof, an AHR ligand approved for the treatment of psoriasis, increased UGCG RNA, protein, and its lipid metabolites hexosylceramides as well as increased the RNA expression of ABCA12, GBA1, and SMPD1. In Ahr-null mice, Ugcg RNA and hexosylceramides were lower than those in the wild type. These results indicate that the AHR regulates the expression of UGCG, a ceramide-metabolizing enzyme required for ceramide trafficking, keratinocyte differentiation, and epidermal permeability barrier formation.
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Affiliation(s)
- Carrie Hayes Sutter
- Department of Biological Sciences, The University of Memphis, Memphis, Tennessee, USA
| | - Shafquat Azim
- Department of Biological Sciences, The University of Memphis, Memphis, Tennessee, USA; Department of Surgery, School of Medicine, University of Maryland, Baltimore, Maryland, USA
| | - Anyou Wang
- Department of Biological Sciences, The University of Memphis, Memphis, Tennessee, USA
| | - Jyoti Bhuju
- Department of Biological Sciences, The University of Memphis, Memphis, Tennessee, USA; Sanegene Bio USA, Cambridge, Massachusetts, USA
| | - Amelia S Simpson
- Department of Biological Sciences, The University of Memphis, Memphis, Tennessee, USA
| | - Aayushi Uberoi
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Elizabeth A Grice
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Thomas R Sutter
- Department of Biological Sciences, The University of Memphis, Memphis, Tennessee, USA; Department of Chemistry, The University of Memphis, Memphis, Tennessee, USA.
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Hernández-Mesa M, Narduzzi L, Ouzia S, Soetart N, Jaillardon L, Guitton Y, Le Bizec B, Dervilly G. Metabolomics and lipidomics to identify biomarkers of effect related to exposure to non-dioxin-like polychlorinated biphenyls in pigs. CHEMOSPHERE 2022; 296:133957. [PMID: 35157878 DOI: 10.1016/j.chemosphere.2022.133957] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 02/09/2022] [Accepted: 02/10/2022] [Indexed: 06/14/2023]
Abstract
Recent epidemiological studies show that current levels of exposure to polychlorinated biphenyls (PCBs) remain of great concern, as there is still a link between such exposures and the development of chronic environmental diseases. In this sense, most studies have focused on the health effects caused by exposure to dioxin-like PCBs (DL-PCBs), although chemical exposure to non-dioxin-like PCB (NDL-PCB) congeners is more significant. In addition, adverse effects of PCBs have been documented in humans after accidental and massive exposure, but little is known about the effect of chronic exposure to low-dose PCB mixtures. In this work, exposure to Aroclor 1260 (i.e. a commercially available mixture of PCBs consisting primarily of NDL-PCB congeners) in pigs is investigated as new evidence in the risk assessment of NDL-PCBs. This animal model has been selected due to the similarities with human metabolism and to support previous toxicological studies carried out with more frequently used animal models. Dietary exposure doses in the order of few ng/kg body weight (b.w.) per day were applied. As expected, exposure to Aroclor 1260 led to the bioaccumulation of NDL-PCBs in perirenal fat of pigs. Metabolomics and lipidomics have been applied to reveal biomarkers of effect related to Aroclor 1260 exposure, and by extension to NDL-PCB exposure, for 21 days. In the metabolomics analysis, 33 metabolites have been identified (level 1 and 2) as significantly altered by the Aroclor 1260 administration, while in the lipidomics analysis, 39 metabolites were putatively annotated (level 3) and associated with NDL-PCB exposure. These biomarkers are mainly related to the alteration of fatty acid metabolism, glycerophospholipid metabolism and tryptophan-kynurenine pathway.
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Affiliation(s)
| | | | - Sadia Ouzia
- Oniris, INRAE, LABERCA, 44300, Nantes, France
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Chen H, Peng L, Zhao C, Cai Z, Zhou X. Protective Mechanism of Polygonum perfoliatum L. Extract on Chronic Alcoholic Liver Injury Based on UHPLC-QExactive Plus Mass Spectrometry Lipidomics and MALDI-TOF/TOF Mass Spectrometry Imaging. Foods 2022; 11:foods11111583. [PMID: 35681333 PMCID: PMC9179971 DOI: 10.3390/foods11111583] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 05/13/2022] [Accepted: 05/24/2022] [Indexed: 02/07/2023] Open
Abstract
Polygonum perfoliatum L. has a long history of medicinal and edible applications. Studies have shown that it can significantly protect liver injury, but the mechanism is unclear. The purpose of this study was to explore the protective mechanism of P. perfoliatum on chronic alcoholic liver injury from the perspective of lipid metabolism. After 8 weeks of alcohol exposure in male Wister mice, the levels of aspartate aminotransferase (AST), alanine aminotransferase (ALT) and alkaline phosphatase (ALP) in serum were significantly increased, and the activities of alcohol dehydrogenase (ADH) and acetaldehyde dehydrogenase (ALDH) in liver were significantly decreased. Meanwhile, pathological changes of liver tissue in mice were observed by histopathology. Then, Ultra-High Performance Liquid Chromatography (UHPLC) QExactive Plus Mass Spectrometer lipidomics and matrix-assisted laser desorption/ionization time-of-flight/time -of-flight (MALDI-TOF/TOF) mass spectrometry imaging methods were established to analyze lipid metabolism in mice. Ten different lipids were identified by statistical analysis, including Fatty Acyls, Glycerophospholipids, Prenol lipids and Sphingomyelins. After intervention with P. perfoliatum extracts at different doses (25 to 100 mg/kg), levels of AST, ALT, ALP in serum, and activities of ADH and ALDH in liver were significantly corrected. The hepatic cord structure was clear, and the liver cells were closely arranged without other obvious abnormalities. Non-target lipidomics analysis showed that P. perfoliatum extract could regulate the metabolic disorders of the 10 different lipids caused by continuous alcohol exposure. Pathway analysis suggested that the mechanism of P. perfoliatum extract on chronic alcoholic liver injury may be related to the regulation of linoleic acid and α-linolenic acid.
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Affiliation(s)
- Huaguo Chen
- Key Laboratory for Information System of Mountainous Areas and Protection of Ecological Environment, Guizhou Normal University, Guiyang 550001, China; (H.C.); (L.P.); (C.Z.)
- Guizhou Engineering Laboratory for Quality Control & Evaluation Technology of Medicine, Guizhou Normal University, 116 Baoshan North Rd., Guiyang 550001, China
| | - Lei Peng
- Key Laboratory for Information System of Mountainous Areas and Protection of Ecological Environment, Guizhou Normal University, Guiyang 550001, China; (H.C.); (L.P.); (C.Z.)
- Guizhou Engineering Laboratory for Quality Control & Evaluation Technology of Medicine, Guizhou Normal University, 116 Baoshan North Rd., Guiyang 550001, China
| | - Chao Zhao
- Key Laboratory for Information System of Mountainous Areas and Protection of Ecological Environment, Guizhou Normal University, Guiyang 550001, China; (H.C.); (L.P.); (C.Z.)
- Guizhou Engineering Laboratory for Quality Control & Evaluation Technology of Medicine, Guizhou Normal University, 116 Baoshan North Rd., Guiyang 550001, China
| | - Zongwei Cai
- State Key Laboratory of Environmental and Biological Analysis, Department of Chemistry, Hong Kong Baptist University, Hong Kong SAR 999077, China
- Correspondence: (Z.C.); (X.Z.); Tel./Fax: +86-851-8669-0018 (X.Z.)
| | - Xin Zhou
- Key Laboratory for Information System of Mountainous Areas and Protection of Ecological Environment, Guizhou Normal University, Guiyang 550001, China; (H.C.); (L.P.); (C.Z.)
- Guizhou Engineering Laboratory for Quality Control & Evaluation Technology of Medicine, Guizhou Normal University, 116 Baoshan North Rd., Guiyang 550001, China
- Correspondence: (Z.C.); (X.Z.); Tel./Fax: +86-851-8669-0018 (X.Z.)
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