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Linna-Kuosmanen S, Vuori M, Kiviniemi T, Palmu J, Niiranen T. Genetics, transcriptomics, metagenomics, and metabolomics in the pathogenesis and prediction of atrial fibrillation. Eur Heart J Suppl 2024; 26:iv33-iv40. [PMID: 39099578 PMCID: PMC11292413 DOI: 10.1093/eurheartjsupp/suae072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
The primary cellular substrates of atrial fibrillation (AF) and the mechanisms underlying AF onset remain poorly characterized and therefore, its risk assessment lacks precision. While the use of omics may enable discovery of novel AF risk factors and narrow down the cellular pathways involved in AF pathogenesis, the work is far from complete. Large-scale genome-wide association studies and transcriptomic analyses that allow an unbiased, non-candidate-gene-based delineation of molecular changes associated with AF in humans have identified at least 150 genetic loci associated with AF. However, only few of these loci have been thoroughly mechanistically dissected, indicating that much remains to be discovered for targeted diagnostics and therapeutics. Metabolomics and metagenomics, on the other hand, add to the understanding of AF downstream of the primary substrate and integrate the signalling of environmental and host factors, respectively. These two rapidly developing fields have already provided several correlates of prevalent and incident AF that require additional validation in external cohorts and experimental studies. In this review, we take a look at the recent developments in genetics, transcriptomics, metagenomics, and metabolomics and how they may aid in improving the discovery of AF risk factors and shed light into the molecular mechanisms leading to AF onset.
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Affiliation(s)
- Suvi Linna-Kuosmanen
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Neulaniementie 2, 70211 Kuopio, Finland
| | - Matti Vuori
- Division of Medicine, Turku University Hospital, Turku, Finland
- Department of Internal Medicine, University of Turku, Turku, Finland
| | - Tuomas Kiviniemi
- Department of Internal Medicine, University of Turku, Turku, Finland
- Heart Center, Turku University Hospital, Turku, Finland
| | - Joonatan Palmu
- Department of Internal Medicine, University of Turku, Turku, Finland
| | - Teemu Niiranen
- Division of Medicine, Turku University Hospital, Turku, Finland
- Department of Internal Medicine, University of Turku, Turku, Finland
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Turku, Finland
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Mascarenhas L, Downey M, Schwartz G, Adabag S. Antiarrhythmic effects of metformin. Heart Rhythm O2 2024; 5:310-320. [PMID: 38840768 PMCID: PMC11148504 DOI: 10.1016/j.hroo.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024] Open
Abstract
Atrial fibrillation/flutter (AF) is a major public health problem and is associated with stroke, heart failure, dementia, and death. It is estimated that 20%-30% of Americans will develop AF at some point in their life. Current medications to prevent AF have limited efficacy and significant adverse effects. Newer and safer therapies to prevent AF are needed. Ventricular arrhythmias are less prevalent than AF but may have significant consequences including sudden cardiac death. Metformin is the most prescribed, first-line medication for treatment of diabetes mellitus (DM). It decreases hepatic glucose production but also reduces inflammation and oxidative stress. Experimental studies have shown that metformin improves metabolic, electrical, and histologic risk factors associated with AF and ventricular arrhythmias. Furthermore, in large clinical observational studies, metformin has been associated with a reduced risk of AF in people with DM. These data suggest that metformin may have antiarrhythmic properties and may be a candidate to be repurposed as a medication to prevent cardiac arrhythmias. In this article, we review the clinical observational and experimental evidence for the association between metformin and cardiac arrhythmias. We also discuss the potential antiarrhythmic mechanisms underlying this association. Repurposing a well-tolerated, safe, and inexpensive medication to prevent cardiac arrhythmias has significant positive public health implications.
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Affiliation(s)
- Lorraine Mascarenhas
- Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota
| | - Michael Downey
- Department of Cardiology, Hennepin County Medical Center, Minneapolis, Minnesota
| | - Gregory Schwartz
- Cardiology Section, Rocky Mountain Regional VA Medical Center and University of Colorado School of Medicine, Aurora, Colorado
| | - Selcuk Adabag
- Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota
- Department of Cardiology, Minneapolis Veterans Affairs Medical Center and University of Minnesota, Minneapolis, Minnesota
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3
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Sha R, Baines O, Hayes A, Tompkins K, Kalla M, Holmes AP, O'Shea C, Pavlovic D. Impact of Obesity on Atrial Fibrillation Pathogenesis and Treatment Options. J Am Heart Assoc 2024; 13:e032277. [PMID: 38156451 PMCID: PMC10863823 DOI: 10.1161/jaha.123.032277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2023]
Abstract
Atrial fibrillation (AF) is the most common cardiac arrhythmia. AF increases the risk of stroke, heart failure, dementia, and hospitalization. Obesity significantly increases AF risk, both directly and indirectly, through related conditions, like hypertension, diabetes, and heart failure. Obesity-driven structural and electrical remodeling contribute to AF via several reported mechanisms, including adiposity, inflammation, fibrosis, oxidative stress, ion channel alterations, and autonomic dysfunction. In particular, expanding epicardial adipose tissue during obesity has been suggested as a key driver of AF via paracrine signaling and direct infiltration. Weight loss has been shown to reverse these changes and reduce AF risk and recurrence after ablation. However, studies on how obesity affects pharmacologic or interventional AF treatments are limited. In this review, we discuss mechanisms by which obesity mediates AF and treatment outcomes, aiming to provide insight into obesity-drug interactions and guide personalized treatment for this patient subgroup.
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Affiliation(s)
- Rina Sha
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Olivia Baines
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Abbie Hayes
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Katie Tompkins
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Manish Kalla
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Andrew P. Holmes
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Christopher O'Shea
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Davor Pavlovic
- Institute of Cardiovascular Sciences, University of BirminghamBirminghamUnited Kingdom
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Kim KE, Shin HJ, Ju Y, Jung Y, An HS, Lee SJ, Jeong EA, Lee J, Hwang GS, Roh GS. Intermittent Fasting Attenuates Metabolic-Dysfunction-Associated Steatohepatitis by Enhancing the Hepatic Autophagy-Lysosome Pathway. Nutrients 2023; 15:4574. [PMID: 37960230 PMCID: PMC10649202 DOI: 10.3390/nu15214574] [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: 10/13/2023] [Revised: 10/25/2023] [Accepted: 10/26/2023] [Indexed: 11/15/2023] Open
Abstract
An intermittent fasting (IF) regimen has been shown to protect against metabolic dysfunction-associated steatohepatitis (MASH). However, the precise mechanism remains unclear. Here, we explored how IF reduced hepatic lipid accumulation, inflammation, and fibrosis in mice with MASH. The mice were fed a high-fat diet (HFD) for 30 weeks and either continued on the HFD or were subjected to IF for the final 22 weeks. IF reduced body weight, insulin resistance, and hepatic lipid accumulation in HFD-fed mice. Lipidome analysis revealed that IF modified HFD-induced hepatic lipid composition. In particular, HFD-induced impaired autophagic flux was reversed by IF. The decreased hepatic lysosome-associated membrane protein 1 level in HFD-fed mice was upregulated in HFD+IF-fed mice. However, increased hepatic lysosomal acid lipase protein levels in HFD-fed mice were reduced by IF. IF attenuated HFD-induced hepatic inflammation and galectin-3-positive Kupffer cells. In addition to the increases in hepatic hydroxyproline and lumican levels, lipocalin-2-mediated signaling was reversed in HFD-fed mice by IF. Taken together, our findings indicate that the enhancement of the autophagy-lysosomal pathway may be a critical mechanism of MASH reduction by IF.
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Affiliation(s)
- Kyung Eun Kim
- Department of Anatomy and Convergence Medical Science, College of Medicine, Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea; (K.E.K.); (H.J.S.); (H.S.A.); (S.J.L.); (E.A.J.); (J.L.)
| | - Hyun Joo Shin
- Department of Anatomy and Convergence Medical Science, College of Medicine, Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea; (K.E.K.); (H.J.S.); (H.S.A.); (S.J.L.); (E.A.J.); (J.L.)
| | - Yeajin Ju
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea; (Y.J.); (Y.J.)
| | - Youngae Jung
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea; (Y.J.); (Y.J.)
| | - Hyeong Seok An
- Department of Anatomy and Convergence Medical Science, College of Medicine, Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea; (K.E.K.); (H.J.S.); (H.S.A.); (S.J.L.); (E.A.J.); (J.L.)
| | - So Jeong Lee
- Department of Anatomy and Convergence Medical Science, College of Medicine, Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea; (K.E.K.); (H.J.S.); (H.S.A.); (S.J.L.); (E.A.J.); (J.L.)
| | - Eun Ae Jeong
- Department of Anatomy and Convergence Medical Science, College of Medicine, Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea; (K.E.K.); (H.J.S.); (H.S.A.); (S.J.L.); (E.A.J.); (J.L.)
| | - Jaewoong Lee
- Department of Anatomy and Convergence Medical Science, College of Medicine, Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea; (K.E.K.); (H.J.S.); (H.S.A.); (S.J.L.); (E.A.J.); (J.L.)
| | - Geum-Sook Hwang
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea; (Y.J.); (Y.J.)
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea
| | - Gu Seob Roh
- Department of Anatomy and Convergence Medical Science, College of Medicine, Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea; (K.E.K.); (H.J.S.); (H.S.A.); (S.J.L.); (E.A.J.); (J.L.)
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Li Y, Gray A, Xue L, Farb MG, Ayalon N, Andersson C, Ko D, Benjamin EJ, Levy D, Vasan RS, Larson MG, Rong J, Xanthakis V, Liu C, Fetterman JL, Gopal DM. Metabolomic Profiles, Ideal Cardiovascular Health, and Risk of Heart Failure and Atrial Fibrillation: Insights From the Framingham Heart Study. J Am Heart Assoc 2023; 12:e028022. [PMID: 37301766 PMCID: PMC10356055 DOI: 10.1161/jaha.122.028022] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 04/13/2023] [Indexed: 06/12/2023]
Abstract
Background The American Heart Association's framework "ideal cardiovascular health" (CVH) focuses on modifiable risk factors to reduce cardiovascular disease (CVD). Metabolomics provides important pathobiological insights into risk factors and CVD development. We hypothesized that metabolomic signatures associate with CVH status, and that metabolites, at least partially, mediate the association of CVH score with atrial fibrillation (AF) and heart failure (HF). Methods and Results We studied 3056 adults in the FHS (Framingham Heart Study) cohort to evaluate CVH score and incident outcomes of AF and HF. Metabolomics data were available in 2059 participants; mediation analysis was performed to evaluate the mediation of metabolites in the association of CVH score and incident AF and HF. In the smaller cohort (mean age, 54 years; 53% women), CVH score was associated with 144 metabolites, with 64 metabolites shared across key cardiometabolic components (body mass index, blood pressure, and fasting blood glucose) of the CVH score. In mediation analyses, 3 metabolites (glycerol, cholesterol ester 16:1, and phosphatidylcholine 32:1) mediated the association of CVH score with incident AF. Seven metabolites (glycerol, isocitrate, asparagine, glutamine, indole-3-proprionate, phosphatidylcholine C36:4, and lysophosphatidylcholine 18:2), partly mediated the association between CVH score and incident HF in multivariable-adjusted models. Conclusions Most metabolites that associated with CVH score were shared the most among 3 cardiometabolic components. Three main pathways: (1) alanine, glutamine, and glutamate metabolism; (2) citric acid cycle metabolism; and (3) glycerolipid metabolism mediated CVH score with HF. Metabolomics provides insights into how ideal CVH status contributes to the development of AF and HF.
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Affiliation(s)
- Yi Li
- Department of Biostatistics, School of Public HealthBoston UniversityBostonMAUSA
| | | | - Liying Xue
- Evans Department of Medicine and Whitaker Cardiovascular InstituteBoston University Chobanian & Avedisian School of MedicineBostonMAUSA
| | - Melissa G. Farb
- Evans Department of Medicine and Whitaker Cardiovascular InstituteBoston University Chobanian & Avedisian School of MedicineBostonMAUSA
| | - Nir Ayalon
- Section of Cardiovascular Medicine, Department of MedicineBoston University Chobanian & Avedisian School of Medicine/Boston Medical CenterBostonMAUSA
| | - Charlotte Andersson
- Section of Cardiovascular Medicine, Department of MedicineBoston University Chobanian & Avedisian School of Medicine/Boston Medical CenterBostonMAUSA
| | - Darae Ko
- Section of Cardiovascular Medicine, Department of MedicineBoston University Chobanian & Avedisian School of Medicine/Boston Medical CenterBostonMAUSA
| | - Emelia J. Benjamin
- Section of Cardiovascular Medicine, Department of MedicineBoston University Chobanian & Avedisian School of Medicine/Boston Medical CenterBostonMAUSA
- Evans Department of Medicine, Section of Cardiovascular Medicine and Department of EpidemiologyBoston UniversityBostonMAUSA
- Framingham Heart StudyFraminghamMAUSA
| | - Daniel Levy
- Population Sciences Branch, Division of Intramural ResearchNational Heart, Lung, and Blood Institute, National Institutes of HealthBethesdaMDUSA
- Framingham Heart StudyFraminghamMAUSA
| | - Ramachandran S. Vasan
- Section of Cardiovascular Medicine, Department of MedicineBoston University Chobanian & Avedisian School of Medicine/Boston Medical CenterBostonMAUSA
- Evans Department of Medicine, Section of Cardiovascular Medicine and Department of EpidemiologyBoston UniversityBostonMAUSA
- Section of Preventive Medicine and Epidemiology, Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMAUSA
- Framingham Heart StudyFraminghamMAUSA
| | - Martin G. Larson
- Department of BiostatisticsBoston University School of Public HealthBostonMAUSA
- Framingham Heart StudyFraminghamMAUSA
| | - Jian Rong
- Department of BiostatisticsBoston University School of Public HealthBostonMAUSA
| | - Vanessa Xanthakis
- Section of Preventive Medicine and Epidemiology, Department of MedicineBoston University Chobanian & Avedisian School of MedicineBostonMAUSA
- Department of BiostatisticsBoston University School of Public HealthBostonMAUSA
- Framingham Heart StudyFraminghamMAUSA
| | - Chunyu Liu
- Department of BiostatisticsBoston University School of Public HealthBostonMAUSA
- Framingham Heart StudyFraminghamMAUSA
| | - Jessica L. Fetterman
- Evans Department of Medicine and Whitaker Cardiovascular InstituteBoston University Chobanian & Avedisian School of MedicineBostonMAUSA
| | - Deepa M. Gopal
- Evans Department of Medicine and Whitaker Cardiovascular InstituteBoston University Chobanian & Avedisian School of MedicineBostonMAUSA
- Section of Cardiovascular Medicine, Department of MedicineBoston University Chobanian & Avedisian School of Medicine/Boston Medical CenterBostonMAUSA
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6
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Toledo E, Wittenbecher C, Razquin C, Ruiz-Canela M, Clish CB, Liang L, Alonso A, Hernández-Alonso P, Becerra-Tomás N, Arós-Borau F, Corella D, Ros E, Estruch R, García-Rodríguez A, Fitó M, Lapetra J, Fiol M, Alonso-Gomez ÁM, Serra-Majem L, Deik A, Salas-Salvadó J, Hu FB, Martínez-González MA. Plasma lipidome and risk of atrial fibrillation: results from the PREDIMED trial. J Physiol Biochem 2023; 79:355-364. [PMID: 37004634 PMCID: PMC10300169 DOI: 10.1007/s13105-023-00958-0] [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: 11/18/2021] [Accepted: 03/16/2023] [Indexed: 04/04/2023]
Abstract
The potential role of the lipidome in atrial fibrillation (AF) development is still widely unknown. We aimed to assess the association between lipidome profiles of the Prevención con Dieta Mediterránea (PREDIMED) trial participants and incidence of AF. We conducted a nested case-control study (512 incident centrally adjudicated AF cases and 735 controls matched by age, sex, and center). Baseline plasma lipids were profiled using a Nexera X2 U-HPLC system coupled to an Exactive Plus orbitrap mass spectrometer. We estimated the association between 216 individual lipids and AF using multivariable conditional logistic regression and adjusted the p values for multiple testing. We also examined the joint association of lipid clusters with AF incidence. Hitherto, we estimated the lipidomics network, used machine learning to select important network-clusters and AF-predictive lipid patterns, and summarized the joint association of these lipid patterns weighted scores. Finally, we addressed the possible interaction by the randomized dietary intervention.Forty-one individual lipids were associated with AF at the nominal level (p < 0.05), but no longer after adjustment for multiple-testing. However, the network-based score identified with a robust data-driven lipid network showed a multivariable-adjusted ORper+1SD of 1.32 (95% confidence interval: 1.16-1.51; p < 0.001). The score included PC plasmalogens and PE plasmalogens, palmitoyl-EA, cholesterol, CE 16:0, PC 36:4;O, and TG 53:3. No interaction with the dietary intervention was found. A multilipid score, primarily made up of plasmalogens, was associated with an increased risk of AF. Future studies are needed to get further insights into the lipidome role on AF.Current Controlled Trials number, ISRCTN35739639.
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Affiliation(s)
- Estefania Toledo
- Department of Preventive Medicine and Public Health, Edificio de Investigación, University of Navarra, Planta 2, Calle Irunlarrea 1, 31008, Pamplona, Spain.
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain.
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
| | - Clemens Wittenbecher
- SciLifeLab & Division of Food and Nutrition Science, Department of Life Sciences, Chalmers University of Technology, Gothenburg, Sweden
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Cristina Razquin
- Department of Preventive Medicine and Public Health, Edificio de Investigación, University of Navarra, Planta 2, Calle Irunlarrea 1, 31008, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Miguel Ruiz-Canela
- Department of Preventive Medicine and Public Health, Edificio de Investigación, University of Navarra, Planta 2, Calle Irunlarrea 1, 31008, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Clary B Clish
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Liming Liang
- Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Pablo Hernández-Alonso
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Departament de Bioquímica I Biotecnologia, Universitat Rovira I Virgili, Unitat de Nutrició Humana, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
- Unidad de Gestión Clínica de Endocrinología Y Nutrición del Hospital Virgen de La Victoria, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain
| | - Nerea Becerra-Tomás
- Departament de Bioquímica I Biotecnologia, Universitat Rovira I Virgili, Unitat de Nutrició Humana, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, Valencia, Spain
| | - Fernando Arós-Borau
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute Osakidetza Basque Health Service, Araba University Hospital University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Dolores Corella
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, Valencia, Spain
| | - Emilio Ros
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Endocrinology & Nutrition, Hospital Clinic, Barcelona, Spain
| | - Ramón Estruch
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Internal Medicine, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | | | - Montserrat Fitó
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Cardiovascular Risk and Nutrition Group, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - José Lapetra
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Family Medicine, Research Unit, Distrito Sanitario Atención Primaria Sevilla, 41013, Seville, Spain
| | - Miquel Fiol
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- IdISBa. Health Research Institute of the Balearis Islands, Palma, Spain
| | - Ángel M Alonso-Gomez
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Bioaraba Health Research Institute Osakidetza Basque Health Service, Araba University Hospital University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Luis Serra-Majem
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Research Institute of Biomedical and Health Sciences, University of Las Palmas de Gran Canaria, & Centro Hospitalario Universitario Insular Materno Infantil (CHUIMI) del Servicio Canario de Salud, Gobierno de Canarias, Las Palmas de Gran Canaria, Spain
| | - Amy Deik
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jordi Salas-Salvadó
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Departament de Bioquímica I Biotecnologia, Universitat Rovira I Virgili, Unitat de Nutrició Humana, Reus, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari San Joan de Reus, Reus, Spain
| | - Frank B Hu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Channing Division for Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Miguel A Martínez-González
- Department of Preventive Medicine and Public Health, Edificio de Investigación, University of Navarra, Planta 2, Calle Irunlarrea 1, 31008, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- CIBER Fisiopatología de La Obesidad Y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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7
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Lee HC, Cheng WC, Ma WL, Lin YH, Shin SJ, Lin YH. Association of lipid composition and unsaturated fatty acids of VLDL with atrial remodeling in metabolic syndrome. Sci Rep 2023; 13:6575. [PMID: 37085694 PMCID: PMC10121655 DOI: 10.1038/s41598-023-33757-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 04/18/2023] [Indexed: 04/23/2023] Open
Abstract
Subjects with metabolic syndrome (MetS) commonly have atrial remodeling, which indicates a risk for atrial fibrillation. This study determined MetS-related changes in lipid components in very-low-density lipoprotein (VLDL), which has been shown to cause atrial remodeling, the effect of statins on these changes, and the correlation between atrial remodeling and VLDL lipid compositions. Blood samples were collected from 12 non-MetS and 27 sex- and age-matched MetS subjects. Fourteen patients with MetS (MetS-off statin) discontinued statin therapy 14 days before the study, while the remaining 13 remained on it (MetS-on statin). The VLDLs were isolated and processed for mass-based lipid profiling. Lipidomic analyses were performed and associated with atrial remodeling markers measured using standard echocardiography and electrocardiography. Compared with the VLDL components of the non-MetS group, glucosyl/galactosyl ceramide, lyso-phosphatidylcholine, lyso-phosphatidylethanolamine, and triglycerides were enriched in the MetS-off statin group. Statin therapy attenuated all abnormally abundant lipid classes in MetS, except for triglycerides. In addition, lyso-phosphatidylcholine, lyso-phosphatidylethanolamine, and triglycerides were significantly correlated with atrial dilatation, and the latter two were also correlated with the PR interval. Enrichment of double bonds, which indicate unsaturated fatty acids, was also significantly correlated with atrial remodeling and P-wave duration. This study suggests that the pathological lipid payload of MetS-VLDL may contribute to atrial remodeling in patients.
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Affiliation(s)
- Hsiang-Chun Lee
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Tzyou 1st Rd, Kaohsiung, 807, Taiwan.
- Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Lipid Science and Aging Research Center, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Institute/Center of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung, Taiwan.
- Graduate Institute of Animal Vaccine Technology, National Pingtung University of Science and Technology, Pingtung, Taiwan.
| | - Wei-Chung Cheng
- PhD Program for Cancer Molecular Biology and Drug Discovery, China Medical University and Academia Sinica, Taichung, Taiwan
- Research Center for Cancer Biology, China Medical University, Taichung, Taiwan
| | - Wen-Lung Ma
- Graduate Institute of Biomedical Sciences, and Graduate Institution of Cancer Biology, School of Medicine, China Medical University, Taichung, Taiwan
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan
- Department of Nursing, Asia University, Taichung, Taiwan
| | - Yu-Hsun Lin
- Lipid Science and Aging Research Center, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | | | - Yi-Hsiung Lin
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Tzyou 1st Rd, Kaohsiung, 807, Taiwan
- Lipid Science and Aging Research Center, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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8
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Gomez SE, Parizo J, Ermakov S, Larson J, Wallace R, Assimes T, Hlatky M, Stefanick M, Perez MV. Evaluation of the association between circulating IL-1β and other inflammatory cytokines and incident atrial fibrillation in a cohort of postmenopausal women. Am Heart J 2023; 258:157-167. [PMID: 36646198 PMCID: PMC10023332 DOI: 10.1016/j.ahj.2023.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 05/11/2023]
Abstract
BACKGROUND Inflammatory cytokines play a role in atrial fibrillation (AF). Interleukin (IL)-1β, which is targeted in the treatment of ischemic heart disease, has not been well-studied in relation to AF. METHODS Postmenopausal women from the Women's Health Initiative were included. Cox proportional hazards regression models were used to evaluate the association between log-transformed baseline cytokine levels and future AF incidence. Models were adjusted for body mass index, age, race, education, hypertension, diabetes, hyperlipidemia, current smoking, and history of coronary heart disease, congestive heart failure, or peripheral artery disease. RESULTS Of 16,729 women, 3,943 developed AF over an average of 8.5 years. Racial and ethnic groups included White (77.4%), Black/African-American (16.1%), Asian (2.7%), American Indian/Alaska Native (1.0%), and Hispanic (5.5%). Baseline IL-1β log continuous levels were not significantly associated with incident AF (HR 0.86 per 1 log [pg/mL] increase, P= .24), similar to those of other inflammatory cytokines, IL-7, IL-8, IL-10, IGF-1, and TNF-α. There were significant associations between C-reactive protein (CRP) and IL-6 with incident AF. CONCLUSIONS In this large cohort of postmenopausal women, there was no significant association between IL-1β and incident AF, although downstream effectors, CRP and IL-6, were associated with incident AF.
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Affiliation(s)
- Sofia E Gomez
- Department of Medicine, Stanford, University School of Medicine, Stanford, CA
| | - Justin Parizo
- Division of Cardiovascular Medicine, Department of Medicine, Stanford, University School of Medicine, Stanford, CA
| | - Simon Ermakov
- Division of Cardiovascular Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA
| | | | - Robert Wallace
- College of Public Health, University of Iowa, Iowa City, IA
| | - Themistocles Assimes
- Division of Cardiovascular Medicine, Department of Medicine, Stanford, University School of Medicine, Stanford, CA
| | - Mark Hlatky
- Division of Cardiovascular Medicine, Department of Medicine, Stanford, University School of Medicine, Stanford, CA; Department of Health Research and Policy, Stanford University, Stanford, CA
| | - Marcia Stefanick
- Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, CA
| | - Marco V Perez
- Division of Cardiovascular Medicine, Department of Medicine, Stanford, University School of Medicine, Stanford, CA.
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9
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Jang E, Jung S, Sohng W, Choi D, Hwang GS, Chung H. Screening of gall bladder cancer through infrared analysis of bile and examination of varied bile constituent composition by the disease. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2023; 286:122030. [PMID: 36323093 DOI: 10.1016/j.saa.2022.122030] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 10/10/2022] [Accepted: 10/18/2022] [Indexed: 06/16/2023]
Abstract
To demonstrate the infrared (IR)-based bile analysis as a reliable screening tool for gall bladder (GB) cancer, we analyzed a sample set of 37 diverse bile samples (five normal, 18 GB polyp, six hepatocellular carcinoma (HCC), and eight GB cancer subjects). Bile samples of normal subjects (control) and HCC patients were newly included to examine if IR-based bile analysis could be expanded to identify HCC. Concentrations of three bile acids and eight bile salts in the aqueous phase samples were determined in parallel and lipidomic analysis of nine lipid classes in the organic phase samples was performed using liquid chromatography-mass spectrometry. Concentrations of bile salts were lower and relative abundances of bile salts were dissimilar between GB cancer samples and remained group samples. Also, the levels of lipids such as phosphatidylcholines and phosphatidylethanolamines were again lower and their relative abundances in the organic phase of GB cancer samples were different from those of other samples. IR spectral features of the aqueous, organic, and amphiphilic aggregate phases were individually characteristic, while not descriptive enough for the thorough identification of GB cancer. Nonetheless, since they were mutually complementary to represent different metabolites in bile, the use of three phase-merged spectra was synergetic to yield the superior discrimination of GB cancer.
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Affiliation(s)
- Eunjin Jang
- Department of Chemistry and Research Institute for Convergence of Basic Science, Hanyang University, Seoul 04763, Republic of Korea
| | - Sunhee Jung
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea
| | - Woosuk Sohng
- Department of Chemistry and Research Institute for Convergence of Basic Science, Hanyang University, Seoul 04763, Republic of Korea
| | - Dongho Choi
- Department of Surgery, College of Medicine, Hanyang University, Seoul 04763, Republic of Korea
| | - Geum-Sook Hwang
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea.
| | - Hoeil Chung
- Department of Chemistry and Research Institute for Convergence of Basic Science, Hanyang University, Seoul 04763, Republic of Korea.
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10
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Zhang H, Wang L, Yin D, Zhou Q, Lv L, Dong Z, Shi Y. Integration of proteomic and metabolomic characterization in atrial fibrillation-induced heart failure. BMC Genomics 2022; 23:789. [PMID: 36456901 PMCID: PMC9714089 DOI: 10.1186/s12864-022-09044-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 11/24/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND The exact mechanism of atrial fibrillation (AF)-induced heart failure (HF) remains unclear. Proteomics and metabolomics were integrated to in this study, as to describe AF patients' dysregulated proteins and metabolites, comparing patients without HF to patients with HF. METHODS Plasma samples of 20 AF patients without HF and another 20 with HF were analyzed by multi-omics platforms. Proteomics was performed with data independent acquisition-based liquid chromatography-tandem mass spectrometry (LC-MS/MS), as metabolomics was performed with LC-MS/MS platform. Proteomic and metabolomic results were analyzed separately and integrated using univariate statistical methods, multivariate statistical methods or machine learning model. RESULTS We found 35 up-regulated and 15 down-regulated differentially expressed proteins (DEPs) in AF patients with HF compared to AF patients without HF. Moreover, 121 up-regulated and 14 down-regulated differentially expressed metabolites (DEMs) were discovered in HF patients compared to AF patients without HF. An integrated analysis of proteomics and metabolomics revealed several significantly enriched pathways, including Glycolysis or Gluconeogenesis, Tyrosine metabolism and Pentose phosphate pathway. A total of 10 DEPs and DEMs selected as potential biomarkers provided excellent predictive performance, with an AUC of 0.94. In addition, subgroup analysis of HF classification was performed based on metabolomics, which yielded 9 DEMs that can distinguish between AF and HF for HF classification. CONCLUSIONS This study provides novel insights to understanding the mechanisms of AF-induced HF progression and identifying novel biomarkers for prognosis of AF with HF by using metabolomics and proteomics analyses.
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Affiliation(s)
- Haiyu Zhang
- grid.410736.70000 0001 2204 9268Key Laboratory of Cardiovascular Disease Acousto-Optic Electromagnetic Diagnosis and Treatment in Heilongjiang Province, the First Affiliated Hospital, Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, 150001 China
| | - Lu Wang
- grid.410736.70000 0001 2204 9268Key Laboratory of Cardiovascular Disease Acousto-Optic Electromagnetic Diagnosis and Treatment in Heilongjiang Province, the First Affiliated Hospital, Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, 150001 China
| | - Dechun Yin
- grid.410736.70000 0001 2204 9268Department of Cardiology, the First Affiliated Hospital, Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, 150001 China
| | - Qi Zhou
- grid.410736.70000 0001 2204 9268Research Management Office, the First Affiliated Hospital, Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, 150001 China
| | - Lin Lv
- grid.410736.70000 0001 2204 9268Key Laboratory of Cardiovascular Disease Acousto-Optic Electromagnetic Diagnosis and Treatment in Heilongjiang Province, the First Affiliated Hospital, Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, 150001 China
| | - Zengxiang Dong
- grid.410736.70000 0001 2204 9268Key Laboratory of Cardiovascular Disease Acousto-Optic Electromagnetic Diagnosis and Treatment in Heilongjiang Province, the First Affiliated Hospital, Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, 150001 China
| | - Yuanqi Shi
- grid.410736.70000 0001 2204 9268Key Laboratory of Cardiovascular Disease Acousto-Optic Electromagnetic Diagnosis and Treatment in Heilongjiang Province, the First Affiliated Hospital, Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, 150001 China
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11
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Lee H, Jang SY, Jung Y, Kwon O, Hwang GS. Lipidomic profiling analysis of human plasma from subjects with hypercholesterolemia to evaluate the intake of yellow yeast rice fermented by Aspergillus terreus DSMK01. Food Funct 2022; 13:7629-7637. [PMID: 35734953 DOI: 10.1039/d1fo04010c] [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
Yellow yeast rice (YYR) is a Korean functional food fermented with Aspergillus terreus and contains monacolin K, a cholesterol-lowering ingredient. However, the effects of YYR on lipid metabolism alterations have not been reported until now. In this study, we performed a mass spectrometry-based lipidomic analysis of plasma samples from subjects (31 from the YYR group and 27 from the placebo group) with LDL-C higher than 130 mg dL-1 to investigate the effects of the intake of YYR. Lipidomic profiling showed that the levels of sphingomyelin (SM) were significantly decreased in the YYR intake group compared with the placebo group. The SM level in the YYR intake group showed a significant association with the ApoB/ApoA1 ratio (p = 0.004, r = 0.503), an indicator of the effect of lipid-lowering therapy. This study suggests that global lipidomic profiling could be used to identify changes in lipid metabolism induced by YYR intake and provide information that these lipid changes are associated with improved hypercholesterolemia.
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Affiliation(s)
- Heeyeon Lee
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea. .,Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Seo Young Jang
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea. .,Department of Chemistry and Nano Science, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Youngae Jung
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea.
| | - Oran Kwon
- Department of Nutritional Science and Food Management, Graduate Program in System Health Science and Engineering, Ewha Womans University, Seoul 03760, Republic of Korea.
| | - Geum-Sook Hwang
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul 03759, Republic of Korea. .,Department of Chemistry and Nano Science, Ewha Womans University, Seoul 03760, Republic of Korea
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12
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Hu B, Ge W, Wang Y, Zhang X, Li T, Cui H, Qian Y, Zhang Y, Li Z. Metabolomic and Proteomic Analyses of Persistent Valvular Atrial Fibrillation and Non-Valvular Atrial Fibrillation. Front Genet 2021; 12:789485. [PMID: 34917134 PMCID: PMC8669813 DOI: 10.3389/fgene.2021.789485] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 11/08/2021] [Indexed: 02/05/2023] Open
Abstract
Atrial fibrillation (AF) is an abnormal heart rhythm related to an increased risk of heart failure, dementia, and stroke. The distinction between valvular and non-valvular AF remains a debate. In this study, proteomics and metabolomics were integrated to describe the dysregulated metabolites and proteins of AF patients relative to sinus rhythm (SR) patients. Totally 47 up-regulated and 41 down-regulated proteins in valvular AF, and 59 up-regulated and 149 down-regulated proteins in non-valvular AF were recognized in comparison to SR patients. Moreover, 58 up-regulated and 49 significantly down-regulated metabolites in valvular AF, and 47 up-regulated and 122 down-regulated metabolites in persistent non-valvular AF patients were identified in comparison to SR patients. Based on analysis of differential levels of metabolites and proteins, 15 up-regulated and 22 down-regulated proteins, and 13 up-regulated and 122 down-regulated metabolites in persistent non-valvular AF were identified relative to valvular AF. KEGG pathway enrichment analysis showed the altered proteins and metabolites were significantly related to multiple metabolic pathways, such as Glycolysis/Gluconeogenesis. Interestingly, the enrichment pathways related to non-valvular AF were obviously different from those in valvular AF. For example, valvular AF was significantly related to Glycolysis/Gluconeogenesis, but non-valvular AF was more related to Citrate cycle (TCA cycle). Correlation analysis between the differentially expressed proteins and metabolites was also performed. Several hub proteins with metabolites were identified in valvular AF and non-valvular AF. For example, Taurine, D-Threitol, L-Rhamnose, and DL-lactate played crucial roles in valvular AF, while Glycerol-3-phosphate dehydrogenase, Inorganic pyrophosphatase 2, Hydroxymethylglutaryl-CoAlyase, and Deoxyuridine 5-triphosphate nucleotidohydrolase were crucial in non-valvular AF. Then two hub networks were recognized as potential biomarkers, which can effectively distinguish valvular AF and non-valvular persistent AF from SR samples, with areas under curve of 0.75 and 0.707, respectively. Hence, these metabolites and proteins can be used as potential clinical molecular markers to discriminate two types of AF from SR samples. In summary, this study provides novel insights to understanding the mechanisms of AF progression and identifying novel biomarkers for prognosis of non-valvular AF and valvular AF by using metabolomics and proteomics analyses.
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Affiliation(s)
- Bo Hu
- Department of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Wen Ge
- Department of Cardiothoracic Surgery, Shuguang Hospital, Affiliated to Shanghai University of TCM, Shanghai, China
| | - Yuliang Wang
- Department of Immunology, Nanjing Medical University, Nanjing, China
| | - Xiaobin Zhang
- Department of Cardiovascular Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Tao Li
- Department of Cardiovascular Surgery, National Clinical Research Center for Geriatric, West China Hospital, Sichuan University, Chengdu, China
| | - Hui Cui
- School of Life Science and Technology, Shanghai Tech University, Shanghai, China
| | - Yongjun Qian
- Department of Cardiovascular Surgery, National Clinical Research Center for Geriatric, West China Hospital, Sichuan University, Chengdu, China
| | - Yangyang Zhang
- Department of Cardiovascular Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Zhi Li
- Department of Cardiovascular Surgery, Jiangsu Province Hospital, the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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13
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Lara-Guzmán OJ, Álvarez R, Muñoz-Durango K. Changes in the plasma lipidome of healthy subjects after coffee consumption reveal potential cardiovascular benefits: A randomized controlled trial. Free Radic Biol Med 2021; 176:345-355. [PMID: 34648905 DOI: 10.1016/j.freeradbiomed.2021.10.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/07/2021] [Accepted: 10/10/2021] [Indexed: 01/21/2023]
Abstract
Lipid metabolism dysregulation is associated with cardiovascular disease (CVD) risk. Specific oxidized lipids are recognized CVD biomarkers involved in all stages of atherosclerosis, including foam cell formation. Moderate coffee intake is positively associated with cardiovascular health. A randomized, controlled (n = 25) clinical trial was conducted in healthy subjects to assess the changes in lipid species relevant to CVD (main inclusion criteria: coffee drinkers, nonsmokers, with no history and/or diagnosis of chronic disease and not consuming any medications). Volunteers consumed a coffee beverage (400 mL/day) containing either 787 mg (coffee A; n = 24) or 407 mg (coffee B; n = 25) of chlorogenic acids for eight weeks. We measured the total plasma levels of 46 lipids, including fatty acids, sterols, and oxysterols, at baseline and after eight weeks and assessed the effects of chlorogenic and phenolic acids, the major coffee antioxidants, in an in vitro foam cell model via targeted lipidomics. At baseline (n = 74), all participants presented oxysterols and free fatty acids (FFAs) (CVD risk markers), which are closely correlated to among them, but not with the classical clinical variables (lipid profile, waist circumference, and BMI). After eight weeks, the control group lipidome showed an increase in oxysterols (+7 ± 10%) and was strongly correlated with FFAs (e.g., arachidonic acid) and cholesteryl ester reduction (-13 ± 7%). Notably, the coffee group subjects (n = 49) had increased cholesteryl esters (+9 ± 11%), while oxysterols (-71 ± 30%) and FFAs (-29 ± 26%) decreased. No differences were found between the consumption of coffees A and B. Additionally, coffee antioxidants decreased oxysterols and regulated arachidonic acid in foam cells. Our results suggest that coffee consumption modulates the generation of oxidized and inflammatory lipids in healthy subjects, which are fundamental during CVD development. The clinical trial was registered on the International Clinical Trials Registry Platform, WHO primary registry (RPCEC00000168).
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Affiliation(s)
- Oscar J Lara-Guzmán
- Vidarium - Nutrition, Health and Wellness Research Center, Nutresa Business Group, Calle 8 Sur No. 50-67, Medellín, Colombia
| | - Rafael Álvarez
- Grupo de Investigación en Ciencias Farmacéuticas-ICIF-CES. Facultad de Ciencias y Biotecnología, Universidad CES, Calle 10A No. 22-04, Medellín, Colombia; Grupo de Investigación en Sustancias Bioactivas, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Calle 70 No. 52-21, Medellín, Colombia
| | - Katalina Muñoz-Durango
- Vidarium - Nutrition, Health and Wellness Research Center, Nutresa Business Group, Calle 8 Sur No. 50-67, Medellín, Colombia.
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14
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Emmert DB, Vukovic V, Dordevic N, Weichenberger CX, Losi C, D’Elia Y, Volpato C, Hernandes VV, Gögele M, Foco L, Pontali G, Mascalzoni D, Domingues FS, Paulmichl R, Pramstaller PP, Pattaro C, Rossini A, Rainer J, Fuchsberger C, De Bortoli M. Genetic and Metabolic Determinants of Atrial Fibrillation in a General Population Sample: The CHRIS Study. Biomolecules 2021; 11:1663. [PMID: 34827661 PMCID: PMC8615508 DOI: 10.3390/biom11111663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 10/29/2021] [Accepted: 11/01/2021] [Indexed: 11/24/2022] Open
Abstract
Atrial fibrillation (AF) is a supraventricular arrhythmia deriving from uncoordinated electrical activation with considerable associated morbidity and mortality. To expand the limited understanding of AF biological mechanisms, we performed two screenings, investigating the genetic and metabolic determinants of AF in the Cooperative Health Research in South Tyrol study. We found 110 AF cases out of 10,509 general population individuals. A genome-wide association scan (GWAS) identified two novel loci (p-value < 5 × 10-8) around SNPs rs745582874, next to gene PBX1, and rs768476991, within gene PCCA, with genotype calling confirmed by Sanger sequencing. Risk alleles at both SNPs were enriched in a family detected through familial aggregation analysis of the phenotype, and both rare alleles co-segregated with AF. The metabolic screening of 175 metabolites, in a subset of individuals, revealed a 41% lower concentration of lysophosphatidylcholine lysoPC a C20:3 in AF cases compared to controls (p-adj = 0.005). The genetic findings, combined with previous evidence, indicate that the two identified GWAS loci may be considered novel genetic rare determinants for AF. Considering additionally the association of lysoPC a C20:3 with AF by metabolic screening, our results demonstrate the valuable contribution of the combined genomic and metabolomic approach in studying AF in large-scale population studies.
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Affiliation(s)
- David B. Emmert
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Vladimir Vukovic
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
- Centre for Disease Control and Prevention, Institute of Public Health of Vojvodina, 21000 Novi Sad, Serbia
| | - Nikola Dordevic
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Christian X. Weichenberger
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Chiara Losi
- Department of Cardiology, Tappeiner F. Merano Hospital, 39012 Merano, Italy; (C.L.); (R.P.)
| | - Yuri D’Elia
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Claudia Volpato
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Vinicius V. Hernandes
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Martin Gögele
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Luisa Foco
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Giulia Pontali
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
- Department of Cellular, Computational and Integrative Biology—CIBIO, University of Trento, 38122 Trento, Italy
| | - Deborah Mascalzoni
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
- Centre for Research, Ethics and Bioethics Uppsala University, SE-751 05 Uppsala, Sweden
| | - Francisco S. Domingues
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Rupert Paulmichl
- Department of Cardiology, Tappeiner F. Merano Hospital, 39012 Merano, Italy; (C.L.); (R.P.)
| | - Peter P. Pramstaller
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Cristian Pattaro
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Alessandra Rossini
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Johannes Rainer
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Christian Fuchsberger
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
| | - Marzia De Bortoli
- Eurac Research, Institute for Biomedicine (Affiliated to the University of Lübeck), 39100 Bolzano, Italy; (D.B.E.); (V.V.); (N.D.); (C.X.W.); (Y.D.); (C.V.); (V.V.H.); (M.G.); (L.F.); (G.P.); (D.M.); (F.S.D.); (P.P.P.); (C.P.); (A.R.); (J.R.)
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15
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Pellegrini CN, Buzkova P, Lichtenstein AH, Matthan NR, Ix JH, Siscovick DS, Heckbert SR, Tracy RP, Mukamal KJ, Djoussé L, Kizer JR. Individual non-esterified fatty acids and incident atrial fibrillation late in life. Heart 2021; 107:1805-1812. [PMID: 33483356 PMCID: PMC8607526 DOI: 10.1136/heartjnl-2020-317929] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 12/23/2020] [Accepted: 01/03/2021] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE Obesity and dysmetabolism are major risk factors for atrial fibrillation (AF). Expansion of fat depots is associated with increased circulating total non-esterified fatty acids (NEFAs), elevated levels of which are associated with incident AF. We undertook comprehensive serum measurement of individual NEFA to identify specific associations with new-onset AF late in life. METHODS The present study focused on participants with available serum and free of AF selected from the Cardiovascular Health Study, a community-based longitudinal investigation of older US adults. Thirty-five individual NEFAs were measured by gas chromatography. Cox regression was used to evaluate the association of individual NEFAs with incident AF. RESULTS The study sample included 1872 participants (age 77.7±4.4). During median follow-up of 11.3 years, 715 cases of incident AF occurred. After concurrent adjustment of all NEFAs and full adjustment for potential confounders, higher serum concentration of nervonic acid (24:1 n-9), a long-chain monounsaturated fatty acid, was associated with higher risk of AF (HR per SD: 1.18, 95% CI 1.08 to 1.29; p<0.001). Conversely, higher serum concentration of gamma-linolenic acid (GLA) (18:3 n-6), a polyunsaturated n-6 fatty acid, was associated with lower risk of AF (HR per SD: 0.81, 95% CI 0.71 to 0.94; p=0.004). None of the remaining NEFAs was significantly associated with AF. CONCLUSIONS Among older adults, serum levels of non-esterified nervonic acid were positively associated, while serum levels of non-esterified GLA were inversely associated, with incident AF. If confirmed, these results could offer new strategies for AF prevention and early intervention in this segment of the population at highest risk.
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Affiliation(s)
- Cara N Pellegrini
- Medical Service, San Francisco VA Medical Center, San Francisco, California, USA
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Petra Buzkova
- Biostatics, University of Washington, Seattle, Washington, USA
| | - Alice H Lichtenstein
- Cardiovascular Nutrition Laboratory, Jean Mayer USDA Human Nutrition Research Center on Aging, Boston, Massachusetts, USA
| | - Nirupa R Matthan
- Cardiovascular Nutrition Laboratory, Jean Mayer USDA Human Nutrition Research Center on Aging, Boston, Massachusetts, USA
| | - Joachim H Ix
- Medicine, University of California San Diego, La Jolla, California, USA
| | - David S Siscovick
- Medicine and Epidemiology, New York Academy of Medicine, New York, New York, USA
| | - Susan R Heckbert
- Epidemiology, University of Washington, Seattle, Washington, USA
| | - Russell P Tracy
- Pathology and Biochemistry, University of Vermont, Burlington, Vermont, USA
| | - Kenneth J Mukamal
- Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Luc Djoussé
- Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Jorge R Kizer
- Medical Service, San Francisco VA Medical Center, San Francisco, California, USA
- Medicine, University of California San Francisco, San Francisco, California, USA
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16
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Zhang Y, Xie Y, Lv W, Hu C, Xu T, Liu X, Zhang R, Xu G, Xia Y, Zhao X. A high throughput lipidomics method and its application in atrial fibrillation based on 96-well plate pretreatment and liquid chromatography-mass spectrometry. J Chromatogr A 2021; 1651:462271. [PMID: 34102397 DOI: 10.1016/j.chroma.2021.462271] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 05/14/2021] [Accepted: 05/18/2021] [Indexed: 11/27/2022]
Abstract
Successful applications of lipidomics in clinic need study large-scale samples, and the bottlenecks are in throughput and robustness of the lipid analytical method. Here, we report an untargeted lipidomics method by combining high throughput pretreatment in the 96-well plate with ultra-high performance liquid chromatography coupled to quadrupole time-of-flight tandem mass spectrometry. The developed method was validated to have satisfactory analytical characteristics in terms of linearity, repeatability and extraction recovery. It can be used to handle 96 samples simultaneously in 25 min and detect 441 lipids in plasma sample. Storage stability investigation on lipid extracts provided an operable procedure for large-scale sample analysis and demonstrated most lipids were stable in autosampler at 10 °C within 36 h and at -80 °C within 72 h after the pretreatment. To prove the usefulness, the method was employed to investigate abnormal plasma lipidome related to atrial fibrillation. A biomarker panel with the area under the curve (AUC) values of 0.831 and 0.745 was achieved in the discovery and external validation sets, respectively. These results showed that the developed method is applicable for large-scale biological sample handling and lipid analysis of plasma.
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Affiliation(s)
- Yuqing Zhang
- Zhang Dayu School of Chemistry, Dalian University of Technology, Dalian 116024, P. R. China; CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, P. R. China
| | - Yunpeng Xie
- The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Wangjie Lv
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, P. R. China
| | - Chunxiu Hu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, P. R. China
| | - Tianrun Xu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, P. R. China
| | - Xinyu Liu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, P. R. China
| | - Rongfeng Zhang
- The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Guowang Xu
- Zhang Dayu School of Chemistry, Dalian University of Technology, Dalian 116024, P. R. China; CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, P. R. China
| | - Yunlong Xia
- The First Affiliated Hospital of Dalian Medical University, Dalian, China.
| | - Xinjie Zhao
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, P. R. China.
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17
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Ning Z, Li X, Zhu X, Luo J, Wu Y. Relationship between serum angiopoietin-like 4 levels and recurrence of atrial fibrillation. J Int Med Res 2021; 49:300060520988393. [PMID: 33641449 PMCID: PMC7917877 DOI: 10.1177/0300060520988393] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Objective To investigate the association between serum angiopoietin-like 4 (ANGPTL4) levels and recurrence of atrial fibrillation (AF) after catheter ablation. Methods This retrospective study recruited patients with AF undergoing catheter ablation and they were divided into two groups (new-onset AF group and recurrent AF group). Demographic, clinical, and laboratory parameters were collected. Results A total of 192 patients with AF were included, including 69 patients with recurrence of AF. Serum ANGPTL4 levels were lower in patients with recurrent AF than in those with new-onset AF. Serum ANGPTL4 levels were positively correlated with superoxide dismutase and peroxisome proliferator-activated receptor γ, and negatively correlated with the CHA2DS2-VASC score, left atrial diameter, and levels of brain natriuretic peptide, malondialdehyde, high-sensitivity C-reactive protein, and interleukin-6. The receiver operating characteristic curve showed that the best cut-off for recurrent AF was serum ANGPTL4 levels < 19.735 ng/mL, with a sensitivity and specificity of 63.9% and 74.5%, respectively. Serum ANGPTL4 levels were significantly associated with recurrence and new onset of AF (odds ratio, 2.241; 95% confidence interval, 1.081–4.648). Conclusions Serum ANGPTL4 levels are lower in patients with recurrent AF than in those with new-onset AF, and are associated with cardiac hypertrophy, oxidative stress, and inflammation.
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Affiliation(s)
- Zhongping Ning
- Department of Cardiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Xinming Li
- Department of Cardiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Xi Zhu
- Department of Cardiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Jun Luo
- Department of Cardiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Yingbiao Wu
- Department of Cardiology, Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
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18
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Tham YK, Jayawardana KS, Alshehry ZH, Giles C, Huynh K, Smith AAT, Ooi JYY, Zoungas S, Hillis GS, Chalmers J, Meikle PJ, McMullen JR. Novel Lipid Species for Detecting and Predicting Atrial Fibrillation in Patients With Type 2 Diabetes. Diabetes 2021; 70:255-261. [PMID: 33115826 DOI: 10.2337/db20-0653] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 10/15/2020] [Indexed: 11/13/2022]
Abstract
The incidence of atrial fibrillation (AF) is higher in patients with diabetes. The goal of this study was to assess if the addition of plasma lipids to traditional risk factors could improve the ability to detect and predict future AF in patients with type 2 diabetes. Logistic regression models were used to identify lipids associated with AF or future AF from plasma lipids (n = 316) measured from participants in the ADVANCE trial (n = 3,772). To gain mechanistic insight, follow-up lipid analysis was undertaken in a mouse model that has an insulin-resistant heart and is susceptible to AF. Sphingolipids, cholesteryl esters, and phospholipids were associated with AF prevalence, whereas two monosialodihexosylganglioside (GM3) ganglioside species were associated with future AF. For AF detection and prediction, addition of six and three lipids, respectively, to a base model (n = 12 conventional risk factors) increased the C-statistics (detection: from 0.661 to 0.725; prediction: from 0.674 to 0.715) and categorical net reclassification indices. The GM3(d18:1/24:1) level was lower in patients in whom AF developed, improved the C-statistic for the prediction of future AF, and was lower in the plasma of the mouse model susceptible to AF. This study demonstrates that plasma lipids have the potential to improve the detection and prediction of AF in patients with diabetes.
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Affiliation(s)
- Yow Keat Tham
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | | | - Zahir H Alshehry
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Department of Biochemistry and Molecular Biology, University of Melbourne, Parkville, Victoria, Australia
| | - Corey Giles
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | - Kevin Huynh
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | | | - Jenny Y Y Ooi
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Sophia Zoungas
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Graham S Hillis
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
- Royal Perth Hospital/University of Western Australia, Perth, Western Australia, Australia
| | - John Chalmers
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Peter J Meikle
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Department of Biochemistry and Molecular Biology, University of Melbourne, Parkville, Victoria, Australia
| | - Julie R McMullen
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Department of Physiology, Monash University, Clayton, Victoria, Australia
- Department of Physiology, Anatomy and Microbiology, La Trobe University, Bundoora, Victoria, Australia
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19
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Ciucanu CI, Vlad DC, Ciucanu I, Dumitraşcu V. Selective and fast methylation of free fatty acids directly in plasma for their individual analysis by gas chromatography- mass spectrometry. J Chromatogr A 2020; 1624:461259. [PMID: 32540084 DOI: 10.1016/j.chroma.2020.461259] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 05/14/2020] [Accepted: 05/17/2020] [Indexed: 12/19/2022]
Abstract
An analytical procedure for the rapid and selective derivatization of free fatty acids into methyl esters directly in plasma without transmethylation of lipid-bound fatty acids was developed for their analysis by gas chromatography-mass spectrometry. The methyl esters of free fatty acids were obtained by reaction with methyl iodide in the solution of dipolar aprotic solvents and in the presence of solid bases. The mechanism of the methylation reaction with these reagents was investigated. Optimal conditions for the selective methylation of free fatty acids were established using different dipolar aprotic solvents and different solid bases. The possible transmethylation of covalently bonded fatty acids from plasma lipids has been investigated under different experimental conditions in order to be avoided. Total methylation of free fatty acids was achieved in 1 min at room temperature using methyl iodide and anhydrous potassium carbonate or sodium carbonate in dimethyl sulfoxide. Under these conditions, transmethylation of lipid-bound fatty acids was avoided. The methyl esters can be injected directly from the reaction solvents. A plasma volume of 50 μL was used without special purification. The detection limits were around 0.1 ng/μL. The proposed method avoids the drawbacks of the previous methods used for the one-step analysis of individual free fatty acids in human plasma.
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Affiliation(s)
- Cristian I Ciucanu
- Pharmacology and Biochemistry Department, Faculty of Medicine, University of Medicine and Pharmacy Victor Babes Timisoara, Piaţa Eftimie Murgu 2, RO-300041, Timişoara, Romania.
| | - Daliborca C Vlad
- Pharmacology and Biochemistry Department, Faculty of Medicine, University of Medicine and Pharmacy Victor Babes Timisoara, Piaţa Eftimie Murgu 2, RO-300041, Timişoara, Romania
| | - Ionel Ciucanu
- Instrumental Analytical Chemistry, West University of Timişoara, Strada Pestalozzi 16, RO-300115, Timişoara, Romania
| | - Victor Dumitraşcu
- Pharmacology and Biochemistry Department, Faculty of Medicine, University of Medicine and Pharmacy Victor Babes Timisoara, Piaţa Eftimie Murgu 2, RO-300041, Timişoara, Romania
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20
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Liu Q, Zhang F, Yang M, Zhong J. Increasing Level of Interleukin-1β in Epicardial Adipose Tissue Is Associated with Persistent Atrial Fibrillation. J Interferon Cytokine Res 2019; 40:64-69. [PMID: 31584315 DOI: 10.1089/jir.2019.0098] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Epicardial adipose tissue (EAT) is associated with the pathogenesis of atrial fibrillation (AF). The role of local inflammation in persistent AF is unclear. The purpose of this study was to assess the relationship between regional interleukin-1β (IL-1β) and persistent AF. Thirty-seven persistent AF patients underwent coronary artery bypass grafting surgery were enrolled. Patients without a history of AF (n = 37), but received the same surgery matched by age, gender, and body mass index, were enrolled in the control group. EAT thickness was measured by echocardiography. We obtained blood and EAT samples at open-heart surgery. In each patient, serum and EAT levels of IL-1β and adiponectin were measured. The EAT thickness in patients with persistent AF was significantly greater than that in the control group (5.6 ± 1.1 versus 5.0 ± 1.3 mm, P = 0.02). The mRNA level of IL-1β was higher in persistent AF group than the control group (4.94 ± 1.69 versus 2.93 ± 0.91, P < 0.01). Adiponectin expression decreased in persistent AF patients (7.04 ± 2.21 versus 8.63 ± 2.95, P = 0.01). There were no significant differences in plasma levels of IL-1β and adiponectin between the 2 groups. Multiple logistic regression analysis showed that IL-1β was an independent risk factor of persistent AF. These findings suggested that regional IL-1β in EAT was an independent risk factor of persistent AF, which may promote the persistence of AF. [Figure: see text].
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Affiliation(s)
- Qiang Liu
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, and The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital of Shandong University, Jinan, Shandong, China.,Department of Cardiology, Jinan Fourth People's Hospital, Jinan, Shandong, China
| | - Feng Zhang
- Department of Cardiac Surgery, Jinan Fourth People's Hospital, Jinan, Shandong, China
| | - Min Yang
- Department of Cardiac Ultrasound, Jinan Fourth People's Hospital, Jinan, Shandong, China
| | - Jingquan Zhong
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, and The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital of Shandong University, Jinan, Shandong, China
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21
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Zhou J, Sun L, Chen L, Liu S, Zhong L, Cui M. Comprehensive metabolomic and proteomic analyses reveal candidate biomarkers and related metabolic networks in atrial fibrillation. Metabolomics 2019; 15:96. [PMID: 31227919 DOI: 10.1007/s11306-019-1557-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 06/15/2019] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Atrial fibrillation (AF) is an abnormal heart rhythm characterized by an irregular beating of the atria and is associated with an increased risk of heart failure, dementia, and stroke. Currently, the perturbation of plasma content due to AF disease onset is not well known. OBJECTIVES To investigate dysregulated molecules in blood plasma of untreated AF patients, with the goal of identifying biomarkers for disease screening and pathological studies. METHODS LC-MS based untargeted metabolomics, lipidomics and proteomics analyses were performed to find candidate biomarkers. A targeted quantification assay and an ELISA were performed to validate the results of the omics analyses. RESULTS We found that 24 metabolites, 16 lipids and 16 proteins were significantly dysregulated in AF patients. Pathway enrichment analysis showed that the purine metabolic pathway and fatty acid metabolism were perturbed by AF onset. FA 20:2 and FA 22:4 show great linear correlational relationship with the left atrial area and could be considered for AF disease stage monitoring or prognosis evaluation. CONCLUSION we used a comprehensive multiple-omics strategy to systematically investigate the dysregulated molecules in the plasma of AF patients, thereby revealing potential biomarkers for diagnosis and providing information for pathological studies.
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Affiliation(s)
- Juntuo Zhou
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing, 100083, China
| | - Lijie Sun
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Ministry of Health; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education; Beijing Key Laboratory of Cardiovascular Receptors Research, No. 49, Hua Yuan North Rd, Hai Dian District, Beijing, 100191, China
| | - Liwen Chen
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Ministry of Health; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education; Beijing Key Laboratory of Cardiovascular Receptors Research, No. 49, Hua Yuan North Rd, Hai Dian District, Beijing, 100191, China
| | - Shuwang Liu
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Ministry of Health; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education; Beijing Key Laboratory of Cardiovascular Receptors Research, No. 49, Hua Yuan North Rd, Hai Dian District, Beijing, 100191, China
| | - Lijun Zhong
- Center of Medical and Health Analysis, Peking University Health Science Center, Beijing, 100191, China.
| | - Ming Cui
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital; Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Ministry of Health; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education; Beijing Key Laboratory of Cardiovascular Receptors Research, No. 49, Hua Yuan North Rd, Hai Dian District, Beijing, 100191, China.
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22
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Targeting amino acids metabolic profile to identify novel metabolic characteristics in atrial fibrillation. Clin Sci (Lond) 2018; 132:2135-2146. [PMID: 30190284 PMCID: PMC6365628 DOI: 10.1042/cs20180247] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 08/31/2018] [Accepted: 09/05/2018] [Indexed: 01/06/2023]
Abstract
Background: Atrial fibrillation (AF) is the most common cardiac arrhythmia whose incidence is on the rise globally. However, the pathophysiologic mechanism of AF remains poorly understood and there has been a lack of circulatory markers to diagnose and predict prognosis of AF. In the present study, by measuring metabolic profile and analyzing plasma amino acid levels in AF patients, we sought to determine whether amino acid metabolism was correlated to the occurrence of AF. Methods: Consecutive patients admitted to hospital for AF were enrolled. Plasma samples were obtained after overnight fast and a profile of 61 amino acids was then measured using gas chromatography/mass spectrometry (GC/MS). Results: Twenty-three AF and thirty-seven control patients were enrolled in the study. A number of plasma amino acids were altered in AF, which showed significant prediction value for AF. Intriguingly, circulating 4-hydroxypyrrolidine-2-carboxylic was gradually lowered with the persistence of AF. Plasma amino acid levels were more strongly correlated with each other in AF as compared with control. Conclusion: By utilizing non-target metabolic profile surveys, we have found a number of altered amino acids, which exhibit diagnostic value for AF. Enhanced amino acids correlation network further identified AF as a metabolism disorder.
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