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Spasova N, Somleva D, Krastev B, Ilieva R, Borizanova A, Svinarov D, Kinova E, Goudev A. Association of the trimethylamine N-oxide with cardiovascular risk and vascular alterations in middle-aged patients with risk factors for cardiovascular diseases. Biosci Rep 2024; 44:BSR20232090. [PMID: 38669041 DOI: 10.1042/bsr20232090] [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: 12/20/2023] [Revised: 04/15/2024] [Accepted: 04/26/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Trimethylamine N-oxide (TMAO) is synthesized by the intestinal microbiota and is an independent predictor of cardiovascular disease (CVD). However, its underlying mechanisms remain unclear. We investigated TMAO levels across different CVD-risk patient groups, and evaluated associations between TMAO and vascular alterations (e.g., arterial stiffness, intima-media thickness [IMT], and the presence and grade of carotid artery plaques [CAPs]). METHODS We examined 95 patients (58.5 ± 7.3 years): 40 with clinical atherosclerotic cardiovascular disease (ASCVD), 40 with atherosclerosis risk factors (RF), and 15 controls. Arterial stiffness was measured by Carotid-Femoral Pulse Wave Velocity (C-F PWV). B-mode ultrasound was used to evaluate the presence and grade of CAPs and carotid IMT (CIMT). TMAO was measured by high performance liquid chromatography-tandem mass spectrometry (LC-MS/MS) and results were presented as the median (interquartile range). RESULTS TMAO levels were higher in patients with ASCVD (251.5 [164.5] µg/l) when compared with patients with RFs (194.0 [174] µg/l, P=0.04) and controls (122.0 (77) µg/l, P<0.001). A significant correlation was observed between TMAO and PWV (r = 0.31, P=0.003), which was not confirmed after adjustment for RFs. TMAO levels were significantly correlated with plaque score (r = 0.46, P<0.001) and plaque height (r=0.41, P=0.003), and were independent predictors for grade III plaques (odds ratio [OR] = 1.002, confidence interval (CI) 95%: 1.000047-1.003, P=0.044). CONCLUSIONS TMAO levels are increased with expanded CVD risk. Across different types of vascular damage, TMAO is associated with atherosclerotic changes.
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Affiliation(s)
- Natalia Spasova
- Department of Cardiology, University Hospital, UMHAT "Tsaritsa Yoanna - ISUL", Sofia, Bulgaria
| | - Desislava Somleva
- Department of Cardiology, University Hospital, UMHAT "Tsaritsa Yoanna - ISUL", Sofia, Bulgaria
| | - Bozhidar Krastev
- Department of Cardiology, University Hospital, UMHAT "Tsaritsa Yoanna - ISUL", Sofia, Bulgaria
| | - Radostina Ilieva
- Department of Cardiology, University Hospital, UMHAT "Tsaritsa Yoanna - ISUL", Sofia, Bulgaria
| | - Angelina Borizanova
- Department of Cardiology, University Hospital, UMHAT "Tsaritsa Yoanna - ISUL", Sofia, Bulgaria
| | - Dobrin Svinarov
- University Hospital Alexandrovska, Faculty of Medicine, Medical University, Sofia
| | - Elena Kinova
- Department of Cardiology, University Hospital, UMHAT "Tsaritsa Yoanna - ISUL", Sofia, Bulgaria
| | - Assen Goudev
- Department of Cardiology, University Hospital, UMHAT "Tsaritsa Yoanna - ISUL", Sofia, Bulgaria
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Fu Y, Hou X, Feng Z, Feng H, Li L. Research progress in the relationship between gut microbiota metabolite trimethylamine N-oxide and ischemic stroke. ZHONG NAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF CENTRAL SOUTH UNIVERSITY. MEDICAL SCIENCES 2024; 49:447-456. [PMID: 38970519 PMCID: PMC11208405 DOI: 10.11817/j.issn.1672-7347.2024.230427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Indexed: 07/08/2024]
Abstract
Ischemic stroke (IS) is a severe cerebrovascular disease that seriously endangers human health. Gut microbiota plays a key role as an intermediate mediator in bidirectional regulation between the brain and the intestine. In recent years, trimethylamine N-oxide (TMAO) as a gut microbiota metabolite has received widespread attention in cardiovascular diseases. Elevated levels of TMAO may increase the risk of IS by affecting IS risk factors such as atherosclerosis, atrial fibrillation, hypertension, and type 2 diabetes. TMAO exacerbates neurological damage in IS patients, increases the risk of IS recurrence, and is an independent predictor of post-stroke cognitive impairment (PSCI) in patients. Current research suggests that the mechanisms of TMAO action include endothelial dysfunction, promoting of foam cell formation, influence on cholesterol metabolism, and enhancement of platelet reactivity. Lowering plasma TMAO levels through the rational use of traditional Chinese medicine, dietary management, vitamins, and probiotics can prevent and treat IS.
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Affiliation(s)
- Yu Fu
- School of Rehabilitation Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355.
| | - Xiaoqian Hou
- Department of Rehabilitation Medicine, Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan 250001, China
| | - Ziyun Feng
- Department of Rehabilitation Medicine, Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan 250001, China
| | - Huiyue Feng
- School of Rehabilitation Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355
| | - Li Li
- Department of Rehabilitation Medicine, Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan 250001, China.
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Ge P, Duan H, Tao C, Niu S, Hu Y, Duan R, Shen A, Sun Y, Sun W. TMAO Promotes NLRP3 Inflammasome Activation of Microglia Aggravating Neurological Injury in Ischemic Stroke Through FTO/IGF2BP2. J Inflamm Res 2023; 16:3699-3714. [PMID: 37663757 PMCID: PMC10473438 DOI: 10.2147/jir.s399480] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 08/19/2023] [Indexed: 09/05/2023] Open
Abstract
Objective Stroke is a kind of cerebrovascular disease with high mortality. TMAO has been shown to aggravate stroke outcomes, but its mechanism remains unclear. Materials and Methods Mice were fed with 0.12% TMAO for 16 weeks. Then, mice were made into MCAO/R models. Neurological score, infarct volume, neuronal damage and markers associated with inflammation were assessed. Since microglia played a crucial role in ischemic stroke, microglia of MCAO/R mice were isolated for high-throughput sequencing to identify the most differentially expressed gene following TMAO treatment. Afterward, the downstream pathways of TMAO were investigated using primary microglia. Results TMAO promoted the release of inflammatory cytokines in the brain of MCAO/R mice and promoted the activation of OGD/R microglial inflammasome, thereby exacerbating ischemic stroke outcomes. FTO/IGF2BP2 inhibited NLRP3 inflammasome activation in OGD/R microglia by downregulating the m6A level of NLRP3. TMAO can inhibit the expression of FTO and IGF2BP2, thus promoting the activation of NLRP3 inflammasome in OGD/R microglia. In conclusion, these results demonstrated that TMAO promotes NLRP3 inflammasome activation of microglia aggravating neurological injury in ischemic stroke through FTO/IGF2BP2. Conclusion Our results demonstrated that TMAO promotes NLRP3 inflammasome activation of microglia aggravating neurological injury in ischemic stroke through FTO/IGF2BP2. These findings explained the molecular mechanism of TMAO aggravating ischemic stroke in detail and provided molecular mechanism for clinical treatment.
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Affiliation(s)
- Pengxin Ge
- Department of Pharmacy, Anhui Provincial Cancer Hospital, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230031, People’s Republic of China
| | - Huijie Duan
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, 210009, People’s Republic of China
| | - Chunrong Tao
- Stroke Center and Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, People’s Republic of China
| | - Sensen Niu
- Digestive System Department, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, People’s Republic of China
| | - Yiran Hu
- Department of Scientific Research, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, People’s Republic of China
| | - Rui Duan
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, People’s Republic of China
| | - Aizong Shen
- Department of Pharmacy, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, People’s Republic of China
| | - Yancai Sun
- Department of Pharmacy, Anhui Provincial Cancer Hospital, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230031, People’s Republic of China
| | - Wen Sun
- Stroke Center and Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, People’s Republic of China
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Liang H, Yu A, Wang Z, Zhang N, Wang Q, Gao H, Gao J, Wang X, Wang H. Atherosclerotic patients with diabetes mellitus may break through the threshold of healthy TMAO levels formed by long-term statins therapy. Heliyon 2023; 9:e13657. [PMID: 36879744 PMCID: PMC9984437 DOI: 10.1016/j.heliyon.2023.e13657] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 01/28/2023] [Accepted: 02/07/2023] [Indexed: 02/13/2023] Open
Abstract
Background Cardiovascular disease (CVD) is the leading course of disease-related death in both developed and developing countries. Atherosclerosis is main pathology of CVD, and its severity is thought to be related to trimethylamine N-oxide (TMAO) level in plasma. Therefore, it is necessary to deeply understand the synergistic patterns between TMAO and other contribution variables to atherosclerosis, allowing for effective and timely monitoring or intervention. Methods A total of 359 participants were recruited in our study, including 190 atherosclerosis patients, 82 MI or stroke patients, 68 non-atherosclerosis controls and 19 healthy controls. Information on their risk associated with atherosclerosis and plasma TMAO concentration were collected. LASSO regression, multivariate analysis and univariate analysis were then performed to confirm the correlation between TMAO level and risk factors of atherosclerosis. Results Compared to patients and non-atherosclerosis controls, healthy participants had a normal BMI range (lower than 24), lower triglyceride concentration, and healthy lifestyle habits (no smoking and low salt diet). However, under backgrounds of statins treatment and balanced dietary preferences, TMAO levels were not significantly different among patients, non-atherosclerosis controls and healthy controls. Using LASSO regression model, four indicators was identified to have contribution to TMAO levels, including diabetes, atherosclerosis, low-density lipoprotein and total cholesterol. Subsequent univariate analysis further confirmed that the presence or absence of diabetes had a decisive effect on patients' plasma TMAO levels, even though they had been taking statin lipid-lowering drugs for a long time. Conclusion Diabetics have abnormally high plasma TMAO levels even under continuous statins treatment, which may contribute to the development and progression of atherosclerosis. Therefore, it is necessary to focus on monitoring TMAO levels in diabetic patients to reduce adverse cardiovascular events in diabetic patients.
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Affiliation(s)
- Hao Liang
- Department of Cardiology, Affiliated Hospital of Chengde Medical University, Chengde 067000, China
| | - Anqi Yu
- Shanghai Biotecan Pharmaceuticals Co., Ltd, Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China
| | - Zheng Wang
- Shanghai Biotecan Pharmaceuticals Co., Ltd, Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China
| | - Na Zhang
- Department of Cardiology, Affiliated Hospital of Chengde Medical University, Chengde 067000, China
| | - Qingsong Wang
- Department of Cardiology, Affiliated Hospital of Chengde Medical University, Chengde 067000, China
| | - Haichao Gao
- Department of Cardiology, Affiliated Hospital of Chengde Medical University, Chengde 067000, China
| | - Junhui Gao
- Shanghai Biotecan Pharmaceuticals Co., Ltd, Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China
| | - Xinjun Wang
- Shanghai Biotecan Pharmaceuticals Co., Ltd, Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, China.,Translational Medical Center for Stem Cell Therapy and Institute for Regenerative Medicine, Shanghai East Hospital, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai 200092, China.,Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People's Hospital of Tongji University, Tongji University School of Medicine, Shanghai 200072, China
| | - Hong Wang
- Department of Cardiology, Affiliated Hospital of Chengde Medical University, Chengde 067000, China
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Liu Y, Qu J, Xu J, Gu A, Deng D, Jia X, Wang B. Trimethylamine-N-oxide: a potential biomarker and therapeutic target in ischemic stroke. Front Neurol 2023; 14:1156879. [PMID: 37153682 PMCID: PMC10160411 DOI: 10.3389/fneur.2023.1156879] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 04/05/2023] [Indexed: 05/10/2023] Open
Abstract
Ischemic stroke is by far the most common cerebrovascular disease and a major burden to the global economy and public health. Trimethylamine-N-oxide (TMAO), a small molecule compound produced by the metabolism of intestinal microorganisms, is reportedly associated with the risk of stroke, as well as the severity and prognosis of stroke; however, this conclusion remains contentious. This article reviews the production of TMAO, TMAO's relationship with different etiological types of ischemic stroke, and the possibility of reducing TMAO levels to improve the prognosis of ischemic stroke.
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Affiliation(s)
- Yuan Liu
- Jiaxing University Master Degree Cultivation Base, Zhejiang Chinese Medical University, Jiaxing, China
| | - Juan Qu
- Department of Neurology, Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, China
| | - Junjie Xu
- Department of Neurology, Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, China
| | - Aiming Gu
- Department of Neurology, Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, China
| | - Dezhi Deng
- Department of Neurology, Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, China
| | - Xiaodan Jia
- Department of Neurology, Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, China
| | - Baoxiang Wang
- Department of Neurology, Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, China
- *Correspondence: Baoxiang Wang,
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Mudimela S, Vishwanath NK, Pillai A, Morales R, Marrelli SP, Barichello T, Giridharan VV. Clinical significance and potential role of trimethylamine N-oxide in neurological and neuropsychiatric disorders. Drug Discov Today 2022; 27:103334. [PMID: 35998800 PMCID: PMC10392962 DOI: 10.1016/j.drudis.2022.08.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 04/18/2022] [Accepted: 08/09/2022] [Indexed: 11/23/2022]
Abstract
In the past three decades, research on the gut microbiome and its metabolites, such as trimethylamines (TMA), trimethylamine N-oxide (TMAO), short-chain fatty acids (SCFAs), branched-chain amino acids (BCAAs), bile acids, tryptophan and indole derivatives, has attracted the attention of many scientists and industrialists. Among these metabolites, TMAO is produced from dietary choline, phosphatidylcholine, carnitine,andbetaine. TMAO and other gut metabolites, such as TMA and SCFAs, reach the brain by crossing the blood-brain barrier (BBB) and are involved in brain development, neurogenesis, and behavior. Gut-microbiota composition is influenced by diet, lifestyle, antibiotics, and age. Several studies have confirmed that altered TMAO levels contribute to metabolic, vascular, psychiatric, and neurodegenerative disorders. This review focuses on how altered TMAO levels impact oxidative stress, microglial activation, and the apoptosis of neurons, and may lead to neuroinflammation, which can subsequently result in the development of psychiatric, cognitive, and behavioral disorders.
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Affiliation(s)
- Sowjanya Mudimela
- Faculty of Pharmaceutical Sciences, PES University, HN-Campus, Bengaluru, Karnataka, India
| | | | - Anilkumar Pillai
- Pathophysiology of Neuropsychiatric Disorders Program, Faillace Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Neuroscience Graduate Program, The University of Texas MD Anderson Cancer Center at Houston (UTHealth), Houston, TX, USA; Research and Development, Charlie Norwood VA Medical Center, Augusta, GA, USA; Department of Psychiatry and Health Behavior, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Rodrigo Morales
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Centro Integrativo de Biologia y Quimica Aplicada (CIBQA), Universidad Bernardo O'Higgins, Santiago, Chile
| | - Sean P Marrelli
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - Tatiana Barichello
- Neuroscience Graduate Program, The University of Texas MD Anderson Cancer Center at Houston (UTHealth), Houston, TX, USA; Faillace Department of Psychiatry and Behavioral Sciences, Translational Psychiatry Program, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Experimental Physiopathology Laboratory, Graduate Program in Health Sciences, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Vijayasree V Giridharan
- Faillace Department of Psychiatry and Behavioral Sciences, Translational Psychiatry Program, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA.
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Wagner-Skacel J, Haidacher F, Wiener M, Pahsini K, Marinschek S, Lahousen T, Wonisch W, Bengesser S, Butler MI, Lackner S, Meinitzer A, Enko D, Mörkl S. Oxidative Status in Adult Anorexia Nervosa Patients and Healthy Controls—Results from a Cross-Sectional Pilot Study. Antioxidants (Basel) 2022; 11:antiox11050842. [PMID: 35624706 PMCID: PMC9137881 DOI: 10.3390/antiox11050842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 04/21/2022] [Accepted: 04/22/2022] [Indexed: 11/17/2022] Open
Abstract
Oxidative stress describes an imbalance of reactive oxygen species (ROS) and antioxidative defence systems. Recently, the consequences of oxidative stress have become a central field of research and have been linked to the genesis of multiple psychiatric diseases. Some oxidative stress parameters have not been investigated before in anorexia nervosa (AN) patients, including the gut microbiota-derived metabolite trimethylamine N-oxide (TMAO) and polyphenols (PPm). In this cross-sectional pilot study, we evaluated these markers together with total peroxides (TOC), antioxidative capacity (TAC), endogenous peroxidase activity (EPA) and antibodies against oxidized LDL (oLAb) in serum samples of 20 patients with AN compared to 20 healthy controls. The antioxidative capacity was significantly decreased in AN patients, with a mean TAC of 1.57 mmol/L (SD: ±0.62); t (34) = −2.181, p = 0.036) compared to HC (mean = 1.91 mmol/L (SD: ±0.56), while the other investigated parameters were not significantly different between the two groups. In AN patients, TAC correlated with EPA (rsp = −0.630, p = 0.009). This study suggests that there is an antioxidative deficiency in AN patients. In this respect, there is a demand for interventional studies to determine whether antioxidants can be used as add-on therapy in the treatment of AN.
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Affiliation(s)
- Jolana Wagner-Skacel
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
- Department of Medical Psychology and Psychotherapy, Medical University of Graz, 8036 Graz, Austria
| | - Fiona Haidacher
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
| | - Markus Wiener
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
| | - Karoline Pahsini
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
| | - Sabine Marinschek
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
| | - Theresa Lahousen
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
| | - Willibald Wonisch
- Division of Physiological Chemistry, Medical University of Graz, 8036 Graz, Austria;
| | - Susanne Bengesser
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
| | - Mary I. Butler
- Department of Psychiatry and Neurobehavioral Science, University College Cork, T12 YT20 Cork, Ireland;
| | - Sonja Lackner
- Division of Immunology and Pathophysiology, Otto Loewi Research Center, Medical University of Graz, 8036 Graz, Austria;
| | - Andreas Meinitzer
- Division of Medical and Clinical Laboratory Diagnostics, Medical University Graz, 8036 Graz, Austria; (A.M.); (D.E.)
| | - Dietmar Enko
- Division of Medical and Clinical Laboratory Diagnostics, Medical University Graz, 8036 Graz, Austria; (A.M.); (D.E.)
| | - Sabrina Mörkl
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, 8036 Graz, Austria; (J.W.-S.); (F.H.); (M.W.); (K.P.); (S.M.); (T.L.); (S.B.)
- Department of Psychiatry and Neurobehavioral Science, University College Cork, T12 YT20 Cork, Ireland;
- Correspondence: ; Tel.: +43-316-385-81743
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A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox. Metabolites 2021; 11:metabo11080552. [PMID: 34436492 PMCID: PMC8401672 DOI: 10.3390/metabo11080552] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/13/2021] [Accepted: 08/17/2021] [Indexed: 12/14/2022] Open
Abstract
In Mexican Americans, metabolic conditions, such as obesity and type 2 diabetes (T2DM), are not necessarily associated with an increase in mortality; this is the so-called Hispanic paradox. In this cross-sectional analysis, we used a metabolomic analysis to look at the mechanisms behind the Hispanic paradox. To do this, we examined dietary intake and body mass index (BMI; kg/m2) in men and women and their effects on serum metabolomic fingerprints in 70 Mexican Americans (26 men, 44 women). Although having different BMI values, the participants had many similar anthropometric and biochemical parameters, such as systolic and diastolic blood pressure, total cholesterol, and LDL cholesterol, which supported the paradox in these subjects. Plasma metabolomic phenotypes were measured using liquid chromatography tandem mass spectrometry (LC-MS/MS). A two-way ANOVA assessing sex, BMI, and the metabolome revealed 23 significant metabolites, such as 2-pyrrolidinone (p = 0.007), TMAO (p = 0.014), 2-aminoadipic acid (p = 0.019), and kynurenine (p = 0.032). Pathway and enrichment analyses discovered several significant metabolic pathways between men and women, including lysine degradation, tyrosine metabolism, and branch-chained amino acid (BCAA) degradation and biosynthesis. A log-transformed OPLS-DA model was employed and demonstrated a difference due to BMI in the metabolomes of both sexes. When stratified for caloric intake (<2200 kcal/d vs. >2200 kcal/d), a separate OPLS-DA model showed clear separation in men, while females remained relatively unchanged. After accounting for caloric intake and BMI status, the female metabolome showed substantial resistance to alteration. Therefore, we provide a better understanding of the Mexican-American metabolome, which may help demonstrate how this population—particularly women—possesses a longer life expectancy despite several comorbidities, and reveal the underlying mechanisms of the Hispanic paradox.
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