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Alavi Tabatabaei G, Mohammadifard N, Rafiee H, Nouri F, Maghami Mehr A, Najafian J, Sadeghi M, Boshtam M, Roohafza H, Haghighatdoost F, Taheri M, Sarrafzadegan N. Association of the triglyceride glucose index with all-cause and cardiovascular mortality in a general population of Iranian adults. Cardiovasc Diabetol 2024; 23:66. [PMID: 38347581 PMCID: PMC10863153 DOI: 10.1186/s12933-024-02148-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 01/29/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND The triglyceride glucose (TyG) index is a new and low-cost marker to determine insulin resistant which may be a predictor of cardiovascular disease (CVD). Although available evidence showed that its association with CVD mortality (CVM) and all-cause mortality (ACM) may differ in different populations, scarce data are available in this regard specially in low and middle-income countries. PURPOSE To examine the association between TyG index and risk of CVM and ACM in Iranians. METHODS This prospective cohort study included 5432 adults (age ≥ 35 years) with no history of CVD events. Fasting glucose and triglyceride were measured at baseline in all participants and TyG index was calculated. Cox frailty model was used to calculate hazard ratios (HRs) for CVM and ACM across the tertiles of TyG index. RESULTS After a median follow-up of 11.25 years, a total number of 191 cardiovascular deaths, and 487 all-cause mortality was recorded. The risk of both CVM and ACM increased across the tertiles of TyG index. In the adjusted model for lifestyle and metabolic variables, the risks of ACM and CVM increased by 41% (95% CI 1.11, 1.81; P for trend = 0.005) and 64% (95% CI 1.07, 2.50; P for trend = 0.024), respectively. However, adjustment for diabetes mellitus disappeared the significance for both ACM and CVM. These associations may vary by sex. TyG was not related to the risk of non-CVD mortality. CONCLUSION The predicting value of TyG index for ACM and CVM might be mediated by diabetes status. Further studies are required to confirm these findings.
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Affiliation(s)
- Ghazaal Alavi Tabatabaei
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, P. O. Box: 81745-15, Isfahan, Iran
| | - Noushin Mohammadifard
- Interventional Cardiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hamed Rafiee
- Pediatric Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fatemeh Nouri
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, P. O. Box: 81745-15, Isfahan, Iran
| | | | - Jamshid Najafian
- Hypertension Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Masoumeh Sadeghi
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Maryam Boshtam
- Heart Failure Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hamidreza Roohafza
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, P. O. Box: 81745-15, Isfahan, Iran
| | - Fahimeh Haghighatdoost
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, P. O. Box: 81745-15, Isfahan, Iran.
| | - Marzieh Taheri
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, P. O. Box: 81745-15, Isfahan, Iran
| | - Nizal Sarrafzadegan
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, P. O. Box: 81745-15, Isfahan, Iran
- Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, Canada
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Sedaghat Z, Khodakarim S, Nejadghaderi SA, Sabour S. Association between metabolic syndrome and myocardial infarction among patients with excess body weight: a systematic review and meta-analysis. BMC Public Health 2024; 24:444. [PMID: 38347488 PMCID: PMC10863149 DOI: 10.1186/s12889-024-17707-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 01/09/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Cardiovascular diseases (CVDs) are a major cause of morbidity and mortality worldwide. Controversial views exist over the effects of metabolically unhealthy obesity phenotypes on CVDs. This study aimed to perform a meta-analysis to assess the association between metabolic syndrome and myocardial infarction (MI) among individuals with excess body weight (EBW). METHODS We searched PubMed/Medline, Scopus, and Web of Science databases as of December 9, 2023. Cohort studies involving patients with overweight or obesity that reported the relevant effect measures for the association between metabolic syndrome and MI were included. We excluded studies with incomplete or unavailable original data, reanalysis of previously published data, and those that did not report the adjusted effect sizes. We used the Newcastle Ottawa Scale for quality assessment. Random-effect model meta-analysis was performed. Publication bias was assessed by Begg's test. RESULTS Overall, nine studies comprising a total of 61,104 participants were included. There was a significant positive association between metabolic syndrome and MI among those with obesity (hazard ratio (HR): 1.68; 95% confidence interval (CI): 1.27, 2.22). Subgroup analysis showed higher HRs for obesity (1.72; 1.03, 2.88) than overweight (1.58; 1.-13-2.21). Meta-regression revealed no significant association between nationality and risk of MI (p = 0.75). All studies had high qualities. There was no significant publication bias (p = 0.42). CONCLUSIONS Metabolic syndrome increased the risk of MI in those with EBW. Further studies are recommended to investigate other risk factors of CVDs in EBW, in order to implement preventive programs to reduce the burden of CVD in obesity.
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Affiliation(s)
- Zahra Sedaghat
- Student Research Center, Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soheila Khodakarim
- Department of Biostatistics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyed Aria Nejadghaderi
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Systematic Review and Meta-analysis Expert Group (SRMEG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Siamak Sabour
- Department of Clinical Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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Saeedi F, Baqeri E, Bidokhti A, Moodi M, Sharifi F, Riahi SM. Clinical utility of lipid ratios as potential predictors of metabolic syndrome among the elderly population: Birjand Longitudinal Aging Study (BLAS). BMC Geriatr 2023; 23:403. [PMID: 37400781 DOI: 10.1186/s12877-023-04040-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 05/15/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Elderly adults are at higher risk of developing metabolic syndrome (MetS). The present study aims to investigate the relationship between lipid ratios and MetS in the elderly population. METHODS This study was conducted on elderly population of Birjand during 2018-2019. The data of this study was driven from Birjand Longitudinal Aging Study (BLAS). The participants were selected based on multistage stratified cluster sampling. Patients were categorized into quartiles according to the lipid ratios (TG/HDL-C, LDL-C/HDL-C, non-HDL/HDL-C), and the relationship between lipid ratio quartiles and MetS was determined by Logistic Regression using Odds Ratio. Finally, the optimal cut-off for each lipid ratio in MetS diagnosis was calculated according to the Area Under the Curve (AUC). RESULTS This study included 1356 individuals, of whom 655 were men and 701 were women. In our study, the crude prevalence of MetS was 792 (58%), including 543 (77.5%) women and 249 (38%) men. Increasing trends were observed in quartiles of all lipid ratios for TC, LDL-C, TG, and DBP. TG/HDL was also the best lipid ratio to diagnose the MetS, based on NCEP ATP III criteria. One unit increased in level of TG/HDL resulted in 3.94 (OR: 3.94; 95%CI: 2.48-6.6) and 11.56 (OR: 11.56; 95%CI: 6.93-19.29) increasing risk of having MetS in quartile 3 and 4 compared to quartile 1, respectively. In men and women, the cutoff for TG/HDL was 3.5 and 3.0, respectively. CONCLUSIONS Our results showed that the TG/HDL-C is superior to the LDL-C/HDL-C and the non-HDL /HDL-C to predict MetS among the elderly adults.
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Affiliation(s)
- Farhad Saeedi
- Student Research Committee, Birjand University of Medical Sciences, Birjand, Iran
- Cardiovascular Diseases Research Center, Birjand University of Medical Sciences, Birjand, Iran
| | - Elnaz Baqeri
- Student Research Committee, Birjand University of Medical Sciences, Birjand, Iran
| | - Ali Bidokhti
- Cardiovascular Diseases Research Center, Birjand University of Medical Sciences, Birjand, Iran
| | - Mitra Moodi
- Social Determinants of Health Research Center, Birjand University of Medical Sciences, Birjand, Iran
| | - Farshad Sharifi
- Elderly Health Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Mohammad Riahi
- Cardiovascular Diseases Research Center, Department of Epidemiology and Biostatistics, School of Medicine, Birjand University of Medical Sciences, Birjand, Iran.
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Olatunbosun PP, El Hunjul GN, Patel A, Abbas RH, Mody S, Masalha A, Mehta S, Rizwan S, Pareek A, Jain S, Parambat SBC. Heart failure in patients with metabolic syndrome X. Discoveries (Craiova) 2023; 11:e162. [PMID: 37496710 PMCID: PMC10368463 DOI: 10.15190/d.2023.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/22/2022] [Accepted: 12/31/2022] [Indexed: 07/28/2023] Open
Abstract
Metabolic syndrome X has been known to be a risk factor for the development of cardiovascular dysfunction. Insulin resistance, diabetes mellitus and serum lipid abnormalities, which are all seen in metabolic syndrome X, have been found to negatively impact heart function, leading to heart failure in particular. Heart failure is a condition resulting when the heart is unable to perform its function of providing sufficient blood flow to meet the body's requirements. The treatment of heart failure in metabolic syndrome X varies based on the various components of metabolic syndrome X, which include obesity, hyperglycemia, hypertension and dyslipidemia. Obesity is regarded as one of the derangements seen in patients with metabolic syndrome X. It is a significant risk factor in the development of cardiovascular disease, which may eventually lead to heart failure. However, the obesity paradox suggests that obesity provides a higher chance of survival in patients with metabolic syndrome and heart failure. This review article focuses on the pathophysiology of heart failure in patients who already have metabolic syndrome X, as well as the therapeutic management complexity of the two conditions taking into consideration the protective role provided by obesity.
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Affiliation(s)
| | | | | | | | - Shefali Mody
- Lokmanya Tilak Municipal Medical College, Mumbai, India
| | - Ahmad Masalha
- Ross University School of Medicine, Two Mile Hill, St. Michael, Barbados
| | | | | | | | - Suhani Jain
- Grant Government Medical College and Sir JJ Group of Hospitals, Mumbai, India
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Huang DQ, Downes M, Evans RM, Witztum JL, Glass CK, Loomba R. Shared Mechanisms between Cardiovascular Disease and NAFLD. Semin Liver Dis 2022; 42:455-464. [PMID: 36008083 PMCID: PMC9828940 DOI: 10.1055/a-1930-6658] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The burden of nonalcoholic fatty liver disease (NAFLD) is rising globally. Cardiovascular disease is the leading cause of death in patients with NAFLD. Nearly half of individuals with NAFLD have coronary heart disease, and more than a third have carotid artery atherosclerosis. Individuals with NAFLD are at a substantially higher risk of fatal and nonfatal cardiovascular events. NAFLD and cardiovascular disease share multiple common disease mechanisms, such as systemic inflammation, insulin resistance, genetic risk variants, and gut microbial dysbiosis. In this review, we discuss the epidemiology of cardiovascular disease in NAFLD, and highlight common risk factors. In addition, we examine recent advances evaluating the shared disease mechanisms between NAFLD and cardiovascular disease. In conclusion, multidisciplinary collaborations are required to further our understanding of the complex relationship between NAFLD and cardiovascular disease and potentially identify therapeutic targets.
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Affiliation(s)
- Daniel Q. Huang
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, San Diego, California,Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore,Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Michael Downes
- Gene Expression Laboratory, Salk Institute for Biological Studies, San Diego, California
| | - Ronald M. Evans
- Gene Expression Laboratory, Salk Institute for Biological Studies, San Diego, California
| | - Joseph L. Witztum
- Division of Endocrinology and Metabolism, Department of Medicine, University California San Diego, San Diego, California
| | - Christopher K. Glass
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, California,Department of Medicine, University of California San Diego, San Diego, California
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, San Diego, California,Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, San Diego, California
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Pouragha H, Amiri M, Saraei M, Pouryaghoub G, Mehrdad R. Body impedance analyzer and anthropometric indicators; predictors of metabolic syndrome. J Diabetes Metab Disord 2021; 20:1169-1178. [PMID: 34277496 PMCID: PMC8275900 DOI: 10.1007/s40200-021-00836-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 06/16/2021] [Indexed: 12/16/2022]
Abstract
Aim Metabolic syndrome is one of the outcomes of a sedentary lifestyle in the modern world. In this study, we want to introduce the predictors of metabolic syndrome using anthropometric indices and Bio-Electrical Impedance Analysis (BIA) test values. Method This cross-sectional study was performed on 2284 employees of Tehran University of Medical Sciences in different job categories. Metabolic syndrome was determined according to IDF criteria. Anthropometric dimensions, para-clinical tests, basic information were collected from the participants. Also, the body analysis of the participants was performed using a BIA method. Result The prevalence of metabolic syndrome in this study was 23.2% based on IDF criteria, which was 21% and 26.6% in men and women, respectively. The most important factor among the components of IDF criteria was HDL deficiency. In this study, neck circumference, fat mass, visceral fat, muscle mass percentage and waist to height ratio were observed as predictors of metabolic syndrome. Conclusion This study realized that there is association between fat mass, fat-free mass, visceral fat and muscle mass which all are some elements of body composition analysis and metabolic syndrome as a major health issue.
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Affiliation(s)
- Hamidreza Pouragha
- Center for Research on Occupational Diseases, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehdi Amiri
- Occupational Medicine Department, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Saraei
- Department of Occupational Medicine, School of Medicine Baharlou Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Gholamreza Pouryaghoub
- Center for Research on Occupational Diseases, Tehran University of Medical Sciences, Tehran, Iran
| | - Ramin Mehrdad
- Center for Research on Occupational Diseases, Tehran University of Medical Sciences, Tehran, Iran
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Hassani Zadeh S, Salehi‐Abargouei A, Mirzaei M, Nadjarzadeh A, Hosseinzadeh M. The association between dietary approaches to stop hypertension diet and mediterranean diet with metabolic syndrome in a large sample of Iranian adults: YaHS and TAMYZ Studies. Food Sci Nutr 2021; 9:3932-3941. [PMID: 34262749 PMCID: PMC8269560 DOI: 10.1002/fsn3.2387] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 05/11/2021] [Accepted: 05/16/2021] [Indexed: 01/01/2023] Open
Abstract
Dietary patterns are considered as a modifiable risk factor for metabolic syndrome (MetS). Therefore, the present study aimed to evaluate the association between the Dietary Approaches to Stop Hypertension (DASH) and Mediterranean (MED) dietary patterns and MetS. This cross-sectional study was conducted on the data from recruitment phase of prospective studies on Iranian adults known as Yazd Health Study (YaHS) and Yazd Nutrition Study (TAMYZ). MetS was diagnosed among 2,221 adults based on the Adult Treatment Panel III criteria. The participants' dietary intake was assessed by a validated food frequency questionnaire. According to the predefined methods, DASH and MED scores were calculated. Multivariate logistic regression was used to evaluate the relationship of DASH and MED dietary patterns with MetS. The prevalence of MetS was 28.8% in the present study. Women who were in the highest quintile of DASH in comparison with those who were in the first quintile tended to decrease the odds of MetS after adjusting for the potential confounders (OR: 0.50, CI: 0.27-0.95). There was a significant decreasing trend in the odds of MetS across increasing quintiles of the DASH in women (p-trend = .006). Also, the highest adherence to DASH reduced the odds of abdominal obesity (OR: 0.34, CI: 0.15-0.77) in women. Although adherence to MED dietary pattern had no significant relationship with MetS, moderate adherence to this dietary pattern could decrease the odds of fasting blood glucose levels (OR: 0.57, CI: 0.33-0.97) and abdominal obesity (OR: 0.42, CI: 0.20-0.87) in women. We found evidence indicating a significant protective association between DASH and METs and its component in women. Hence, more prospective studies are needed to confirm our findings in other populations.
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Affiliation(s)
- Shirin Hassani Zadeh
- Nutrition and Food Security Research CenterShahid Sadoughi University of Medical SciencesYazdIran
- Department of NutritionSchool of Public HealthShahid Sadoughi University of Medical SciencesYazdIran
| | - Amin Salehi‐Abargouei
- Nutrition and Food Security Research CenterShahid Sadoughi University of Medical SciencesYazdIran
- Department of NutritionSchool of Public HealthShahid Sadoughi University of Medical SciencesYazdIran
| | - Masoud Mirzaei
- Yazd Cardiovascular Research CentreShahid Sadoughi University of Medical SciencesYazdIran
| | - Azadeh Nadjarzadeh
- Nutrition and Food Security Research CenterShahid Sadoughi University of Medical SciencesYazdIran
- Department of NutritionSchool of Public HealthShahid Sadoughi University of Medical SciencesYazdIran
| | - Mahdieh Hosseinzadeh
- Nutrition and Food Security Research CenterShahid Sadoughi University of Medical SciencesYazdIran
- Department of NutritionSchool of Public HealthShahid Sadoughi University of Medical SciencesYazdIran
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