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Marra A, Bondesan A, Caroli D, Grugni G, Sartorio A. The neutrophil to lymphocyte ratio (NLR) positively correlates with the presence and severity of metabolic syndrome in obese adults, but not in obese children/adolescents. BMC Endocr Disord 2023; 23:121. [PMID: 37237368 DOI: 10.1186/s12902-023-01369-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
Metabolic syndrome (MetS) associated with obesity is a pathological condition increasing worldwide. Recent studies have demonstrated that the neutrophil to lymphocyte ratio (NLR) can be successfully used to stage MetS in obese adults. The aim of the study was to evaluate NLR values in 552 children/adolescents (M 219, F 333; 14.8 [12.9-16.3] years) and 231 adults (M 88, F 143; 52.3 [36.4-63.3] years) with morbid obesity, subdivided into subgroups according with the presence or absence of MetS. Adult patients with obesity showed a higher prevalence of MetS compared to the pediatric population (71% vs 26%), associated with a greater number of subjects with 3 and 4-5 altered components for MetS. NLR was higher (P-value = 0.041) in adults with MetS compared with those without. NLR values also positively correlated with the severity grade of the syndrome (P-value = 0.032). By contrast, in pediatric subjects with obesity with MetS, NLR values were comparable with those recorded in subjects without MetS (P-value = 0.861), no correlation being found with MetS severity (P-value = 0.441). Our study confirms the importance of NLR as an inflammatory indicator associated with MetS in adult subjects with severe obesity, while it excludes a similar role in children/adolescents.
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Affiliation(s)
- Alice Marra
- Istituto Auxologico Italiano, IRCCS, Experimental Laboratory for Auxo-Endocrinological Research, Piancavallo-Verbania, Italy.
| | - Adele Bondesan
- Istituto Auxologico Italiano, IRCCS, Experimental Laboratory for Auxo-Endocrinological Research, Piancavallo-Verbania, Italy
| | - Diana Caroli
- Istituto Auxologico Italiano, IRCCS, Experimental Laboratory for Auxo-Endocrinological Research, Piancavallo-Verbania, Italy
| | - Graziano Grugni
- Istituto Auxologico Italiano, IRCCS, Experimental Laboratory for Auxo-Endocrinological Research, Piancavallo-Verbania, Italy
- Istituto Auxologico Italiano, IRCCS, Division of Auxology, Piancavallo-Verbania, Italy
| | - Alessandro Sartorio
- Istituto Auxologico Italiano, IRCCS, Experimental Laboratory for Auxo-Endocrinological Research, Piancavallo-Verbania, Italy
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Abd El–Wahab EW, Shatat HZ, Charl F. Adapting a Prediction Rule for Metabolic Syndrome Risk Assessment Suitable for Developing Countries. J Prim Care Community Health 2020; 10:2150132719882760. [PMID: 31662026 PMCID: PMC6822183 DOI: 10.1177/2150132719882760] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background: Metabolic syndrome (MetS) is a cluster of cardiometabolic disturbances that increases the risk of cardiovascular diseases (CVD) and type 2 diabetes mellitus (DM). The early identification of high-risk individuals is the key for halting these conditions. The world is facing a growing epidemic MetS although the magnitude in Egypt is unknown. Objectives: To describe MetS and its determinants among apparently healthy individuals residing in urban and rural communities in Egypt and to establish a model for MetS prediction. Methods: A cross-sectional study was conducted with 270 adults from rural and urban districts in Alexandria, Egypt. Participants were clinically evaluated and interviewed for sociodemographic and lifestyle factors and dietary habits. MetS was defined according to the harmonized criteria set by the AHA/NHLBI. The risk of ischemic heart diseases (IHDs), DM and fatty liver were assessed using validated risk prediction charts. A multiple risk model for predicting MetS was developed, and its performance was compared. Results: In total, 57.8% of the study population met the criteria for MetS and were at high risk for developing IHD, DM, and fatty liver. Silent CVD risk factors were identified in 20.4% of the participants. In our proposed multivariate logistic regression model, the predictors of MetS were obesity [OR (95% CI) = 16.3 (6.03-44.0)], morbid obesity [OR (95% CI) = 21.7 (5.3-88.0)], not working [OR (95% CI) = 2.05 (1.1-3.8)], and having a family history of chronic diseases [OR (95% CI) = 4.38 (2.23-8.61)]. Consumption of caffeine once per week protected against MetS by 27.8-fold. The derived prediction rule was accurate in predicting MetS, fatty liver, high risk of DM, and, to a lesser extent, a 10-year lifetime risk of IHD. Conclusion: Central obesity and sedentary lifestyles are accountable for the rising rates of MetS in our society. Interventions are needed to minimize the potential predisposition of the Egyptian population to cardiometabolic diseases.
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Affiliation(s)
- Ekram W. Abd El–Wahab
- Department of Tropical Health, High Institute of Public Health, Alexandria University, Egypt
- Ekram W. Abd El- Wahab, Tropical Health Department, High Institute of Public Health, Alexandria University, 165 El Horreya Road, Alexandria, 21561, Egypt.
| | - Hanan Z. Shatat
- Department of Tropical Health, High Institute of Public Health, Alexandria University, Egypt
| | - Fahmy Charl
- Department of Occupational Health and Air Pollution (Division of Occupational Health and Industrial Medicine), High Institute of Public Health, Alexandria University, Egypt
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Zupo R, Castellana F, Sardone R, Lampignano L, Paradiso S, Giagulli VA, Triggiani V, Di Lorenzo L, Giannelli G, De Pergola G. Higher Muscle Mass Implies Increased Free-Thyroxine to Free-Triiodothyronine Ratio in Subjects With Overweight and Obesity. Front Endocrinol (Lausanne) 2020; 11:565065. [PMID: 33117281 PMCID: PMC7553046 DOI: 10.3389/fendo.2020.565065] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Accepted: 09/10/2020] [Indexed: 12/12/2022] Open
Abstract
UNLABELLED Thyroid hormones control both metabolic pathways and body composition, whereas little knowledge is available about the possible influence of skeletal muscle mass (MM) on thyroid hormone metabolism and circulating levels. This was a cross-sectional study conducted at the Population Health Unit of the National Institute of Gastroenterology IRCCS "S. de Bellis" (Italy) and investigating the extent to which skeletal MM affects thyroid function in obesity. Two hundred twenty-seven consecutive healthy volunteers (155 women and 72 men) with overweight and obesity (BMI ≥ 25 kg/m2) and taking no medication or supplement were assessed for hormone, metabolic and routine laboratory parameters. Body composition parameters were collected by using bioelectrical impedance analysis (BIA). MM was directly related to the body mass index (BMI), waist circumference (WC), insulin, triglycerides, uric acid and free-triiodothyronine (FT3) serum levels, FT3 to the free-thyroxine (FT4) ratio, and insulin-resistance (HOMA-IR), and inversely related to age, total, and HDL-cholesterol serum levels. Multiple regression models confirmed the relationship between MM and the FT3 to FT4 ratio, independently of age, BMI, TSH, triglycerides, and insulin serum levels. The same analyses run by gender showed that this relationship maintained significance only in men. Increased skeletal MM in obesity results in improved thyroid activity mediated by increased T4 conversion to T3, and higher FT3 circulating levels, particularly in men. In conclusion, preserving a greater skeletal MM in obesity helps to enhance thyroid activity. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov, identifier NCT04327375.
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Affiliation(s)
- Roberta Zupo
- Population Health Unit – “Salus in Apulia Study”, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Bari, Italy
- *Correspondence: Roberta Zupo,
| | - Fabio Castellana
- Population Health Unit – “Salus in Apulia Study”, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Bari, Italy
| | - Rodolfo Sardone
- Population Health Unit – “Salus in Apulia Study”, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Bari, Italy
| | - Luisa Lampignano
- Population Health Unit – “Salus in Apulia Study”, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Bari, Italy
| | - Silvia Paradiso
- Clinical Nutrition Unit, Department of Biomedical Science and Human Oncology, University of Bari, School of Medicine, Policlinico, Bari, Italy
| | - Vito Angelo Giagulli
- Section of Internal Medicine, Geriatrics, Endocrinology and Rare Disease, Interdisciplinary Department of Medicine, School of Medicine, University of Bari, Bari, Italy
| | - Vincenzo Triggiani
- Section of Internal Medicine, Geriatrics, Endocrinology and Rare Disease, Interdisciplinary Department of Medicine, School of Medicine, University of Bari, Bari, Italy
| | - Luigi Di Lorenzo
- Dipartimento di Medicina Interna e Medicina Pubblica, Sezione di Medicina del Lavoro “E.C. Vigliani”, University of Bari, Policlinico, Bari, Italy
| | - Gianluigi Giannelli
- Scientific Direction, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Bari, Italy
| | - Giovanni De Pergola
- Population Health Unit – “Salus in Apulia Study”, National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Bari, Italy
- Clinical Nutrition Unit, Department of Biomedical Science and Human Oncology, University of Bari, School of Medicine, Policlinico, Bari, Italy
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Radetti G, Fanolla A, Grugni G, Lupi F, Sartorio A. Indexes of adiposity and body composition in the prediction of metabolic syndrome in obese children and adolescents: Which is the best? Nutr Metab Cardiovasc Dis 2019; 29:1189-1196. [PMID: 31378631 DOI: 10.1016/j.numecd.2019.06.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 06/13/2019] [Accepted: 06/13/2019] [Indexed: 01/08/2023]
Abstract
BACKGROUND AND AIM There is no agreement about which index of adiposity and/or body composition is the most accurate in identifying the metabolic syndrome (METS). The aim of our study was to compare the accuracy of the different indexes in order to recognize the most reliable. METHODS AND RESULTS We evaluated 1332 obese children and adolescents (778 females and 554 males), aged 14.4 ± 1.8 yrs, Body Mass Index (BMI) standard deviation scores (SDS) 2.99 ± 0.55, followed at the Istituto Auxologico Italiano, a tertiary center for childhood obesity. For each subject the following indexes were assessed: BMI, BMI SDS, Fat-Free Mass Index (FFMI), Fat Mass Index (FMI), Tri-Ponderal Mass Index (TMI), Waist-to-Height ratio (WtHR) and a new one, the Body Mass Fat Index (BMFI), which normalizes the BMI for percentage of body fat and the waist circumference. Thereafter we calculated for each index a threshold value for age and sex, in order to compare their accuracy, sensitivity and specificity in identifying the METS. There was a good correlation among indexes (p < 0.0001 for all). However, when the area under the curve (AUC) was compared, some of them, in particular the BMFI and the BMI, performed better than the other ones, although the differences were small. CONCLUSIONS BMI, which neither considers body composition nor fat distribution, performs as good as other indexes, and should therefore be the preferred one, also because of the easiness of its calculation.
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Affiliation(s)
| | - Antonio Fanolla
- Observatory for Health Provincial Government South Tyrol, Italy
| | - Graziano Grugni
- Istituto Auxologico Italiano, Experimental Laboratory for Auxo-endocrinological Research & Division of Auxology, Verbania, Italy
| | - Fiorenzo Lupi
- Department of Pediatrics, Regional Hospital of Bolzano, Italy
| | - Alessandro Sartorio
- Istituto Auxologico Italiano, Experimental Laboratory for Auxo-endocrinological Research & Division of Auxology, Verbania, Italy
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Ramires EKNM, Menezes RCED, Longo-Silva G, Santos TGD, Marinho PDM, Silveira JACD. Prevalence and Factors Associated with Metabolic Syndrome among Brazilian Adult Population: National Health Survey - 2013. Arq Bras Cardiol 2018; 110:455-466. [PMID: 29898045 PMCID: PMC5967140 DOI: 10.5935/abc.20180072] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 12/20/2017] [Indexed: 11/25/2022] Open
Abstract
Background In Brazil, population-based researches analyzing prevalence and factors
associated with metabolic syndrome (MS), a recognized predictor of
cardiovascular diseases (CVD), and an important cause of disability and
death in the country are scarce. Objective To evaluate prevalence of MS and its associated factors in Brazilian
population. Methods Secondary analysis of the 2013 National Health Survey, a cross-sectional
survey with national representativeness of Brazilian adult population (n =
59,402). MS was the outcome variable, defined from harmonization of
cardiology international consensus as load ≥ 3 of the following
components: self-reported diabetes and hypercholesterolemia, high blood
pressure and high waist circumference. Analysis were stratified by sex and
prevalence ratios, with their respective 99% confidence intervals (PR
[CI 99%]) calculated by simple and multiple Poisson regression
models. Results MS prevalence was 8.9%, being significantly higher among women compared to
men; in general, this pattern was maintained in relation to exposure
variables studied. Additionally, less than 25% of population did not present
any MS component. In final multiple models, sociodemographic, behavioral and
comorbidity variables were associated with MS, however, while low schooling
(1.46 [1.23-1.74], cerebrovascular accident (1.36
[1], 00] (1.28 [1.03-1.62]) were
associated among women, chronic renal failure (1.85
[2.23-2.76]) was associated exclusively among men. Conclusion We identified MS high prevalence in Brazilian population; on the other hand,
factors associated with this condition were different depending on sex.
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Guzmán-Guzmán IP, Zaragoza-García O, Vences-Velázquez A, Castro-Alarcón N, Muñoz-Valle JF, Parra-Rojas I. Concentraciones circulantes de MCP-1, VEGF-A, sICAM-1, sVCAM-1, sE-selectina y sVE-cadherina: su relación con componentes del síndrome metabólico en población joven. Med Clin (Barc) 2016; 147:427-434. [DOI: 10.1016/j.medcli.2016.06.028] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 06/15/2016] [Accepted: 06/30/2016] [Indexed: 12/22/2022]
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Eftekhari MH, Sohrabi Z, Parsa N, Zibaee Nezhad MJ. Role of Gender in the Prevalence of Metabolic Syndrome and Its Related Risk Factors in Shiraz Healthy Heart Center Population. Int Cardiovasc Res J 2015. [DOI: 10.17795/icrj-9(4)231] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Bernabé García J, Zafrilla Rentero P, Mulero Cánovas J, Gómez Jara P, Leal Hernández M, Abellán Alemán J. Biochemical and nutritional markers and antioxidant activity in metabolic syndrome. ACTA ACUST UNITED AC 2014; 61:302-8. [PMID: 24560484 DOI: 10.1016/j.endonu.2014.01.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2013] [Revised: 01/05/2014] [Accepted: 01/07/2014] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND OBJECTIVES 1) Nutritional assessment of the diet followed by patients with metabolic syndrome, and 2) biochemical analysis of the oxidation-reduction level in patients with metabolic syndrome. MATERIAL AND METHODS A cross-sectional study was conducted in patients with metabolic syndrome in Murcia. Fifty-three patients, 33 with and 20 without (control group) metabolic syndrome, were selected. The intervention consisted of completion of a recall survey and a test to nutritionally assess dietary intake. Anthropometric and laboratory variables, including those related to antioxidant activity, were also tested. RESULTS Antioxidant activity was within normal limits in both groups (1.7 ± 0.2 mmol/L in the control group and 1.8 ± 0.1 mmol/L in the metabolic syndrome group) (NS). Superoxide dismutase levels were not significantly different between the groups. Mean glutathione reductase levels (U/L) were higher in the control group as compared to patients with metabolic syndrome (P<.05). As regards oxidative stress biomarkers, mean isoprostane levels were higher in the control group (4.9 ± 6.2 ng/mL) than in metabolic syndrome patients (3.5 ± 3.9 ng/mL) (P<.05). Oxidized LDL values tended to be higher in metabolic syndrome patients (96 ± 23.2U/L) as compared to the control group (86.2 ± 17.3 U/L), but differences were not significant. CONCLUSIONS There is a trend to a poorer nutritional and biochemical profile in patients with metabolic syndrome, who also tend to have a greater degree of oxidative stress.
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Affiliation(s)
- Juana Bernabé García
- Cátedra de Riesgo Cardiovascular, Universidad Católica de Murcia, Guadalupe, Murcia, España
| | - Pilar Zafrilla Rentero
- Cátedra de Riesgo Cardiovascular, Universidad Católica de Murcia, Guadalupe, Murcia, España
| | - Juana Mulero Cánovas
- Cátedra de Riesgo Cardiovascular, Universidad Católica de Murcia, Guadalupe, Murcia, España
| | | | - Mariano Leal Hernández
- Cátedra de Riesgo Cardiovascular, Universidad Católica de Murcia, Guadalupe, Murcia, España
| | - José Abellán Alemán
- Cátedra de Riesgo Cardiovascular, Universidad Católica de Murcia, Guadalupe, Murcia, España.
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Xu S, Gao B, Xing Y, Ming J, Bao J, Zhang Q, Wan Y, Ji Q. Gender differences in the prevalence and development of metabolic syndrome in Chinese population with abdominal obesity. PLoS One 2013; 8:e78270. [PMID: 24194915 PMCID: PMC3806787 DOI: 10.1371/journal.pone.0078270] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Accepted: 09/10/2013] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Not all the people with metabolic syndrome (MS) have abdominal obesity (AO). The study aimed to investigate gender differences in the prevalence and development of MS in Chinese population with abdominal obesity, which has rarely been reported. METHODS Data were obtained from the 2007-08 China National Diabetes and Metabolic Disorders Study, and participants were divided into two samples for analysis. Sample 1 consisted of 19,046 people with abdominal obesity, while sample 2 included 2,124 people meeting pre-specified requirements. Survival analysis was used to analyze the development of MS. RESULTS The age-standardized prevalence of MS in Chinese population with AO was 49.5%. The prevalence in males (73.7%) was significantly higher than that in females (36.9%). Males had significantly higher proportions of combinations of three or four MS components than females (36.4% vs. 30.2% and 18.4% vs. 5%, respectively). MS developed quick at first and became slow down later. Half of the participants with AO developed to MS after 3.9 years (95% CI: 3.7-4.1) from the initial metabolic abnormal component, whereas 75% developed to MS after 7.7 years (95% CI: 7.5-7.9). CONCLUSION Compared with females, Chinese males with AO should receive more attention because of their higher prevalence of MS and its components, more complex and risky combinations of abnormal components, and faster development of MS.
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Affiliation(s)
- Shaoyong Xu
- Department of Endocrinology, the First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Bin Gao
- Department of Endocrinology, the First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Ying Xing
- Department of Endocrinology, the First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Jie Ming
- Department of Endocrinology, the First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Junxiang Bao
- Department of Aerospace Physiology, Fourth Military Medical University, Xi’an, China
| | - Qiang Zhang
- Department of Orthopedics, Chinese PLA general hospital, Beijing, China
| | - Yi Wan
- Department of Health Statistics, School of Public Health, Fourth Military Medical University, Xi’an, China
| | - Qiuhe Ji
- Department of Endocrinology, the First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
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Ivezić-Lalić D, Bergman Marković B, Kranjčević K, Kern J, Vrdoljak D, Vučak J. Diversity of metabolic syndrome criteria in association with cardiovascular diseases--a family medicine-based investigation. Med Sci Monit 2013; 19:571-8. [PMID: 23852333 PMCID: PMC3713877 DOI: 10.12659/msm.889343] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND This study compared the association between the 3 definitions of metabolic syndrome (MetS) suggested by the World Health Organization (WHO), National Cholesterol Education Programme (NCEP ATP III), and International Diabetes Federation (IDF), and the risk of cardiovascular diseases (CVD) and shows the prevalence and characteristics of persons with MetS in continental vs. coastal regions and rural vs. urban residence in Croatia. MATERIAL/METHODS A prospective multicenter study was conducted on 3245 participants≥40 years, who visited general practices from May to July 2008 for any reason. This was a cross-sectional study of the Cardiovascular Risk and Intervention Study in Croatia-family medicine project (ISRCTN31857696). RESULTS All analyzed MetS definitions showed an association with CVD, but the strongest was shown by NCEP ATP III; coronary disease OR 2.48 (95% CI 1.80-3.82), cerebrovascular disease OR 2.14 (1.19-3.86), and peripheral artery disease OR 1.55 (1.04-2.32), especially for age and male sex. According to the NCEP ATP III (IDF), the prevalence was 38.7% (45.9%) [15.9% (18.6%) in men, and 22.7% (27.3%) in women, and 28.4% (33.9%) in the continental region, 10.2% (10.9%) in the coastal region, 26.2% (31.5%) in urban areas, and 12.4% (14.4%) in rural areas. Older age, male sex, and residence in the continental area were positively associated with MetS diagnosis according to NCEP ATP III, and current smoking and Mediterranean diet adherence have protective effects. CONCLUSIONS The NCEP ATP III definition seems to provide the strongest association with CVD and should therefore be preferred for use in this population.
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Ying X, Qian Y, Jiang Y, Jiang Z, Song Z, Zhao C. Association of the apolipoprotein B/apolipoprotein A-I ratio and low-density lipoprotein cholesterol with insulin resistance in a Chinese population with abdominal obesity. Acta Diabetol 2012; 49:465-72. [PMID: 22965469 DOI: 10.1007/s00592-012-0419-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2012] [Accepted: 07/13/2012] [Indexed: 01/01/2023]
Abstract
The aim of this study is to assess the relationships among the apolipoprotein B/apolipoprotein A-I ratio (apoB/apoA-I ratio), low-density lipoprotein cholesterol (LDL-C) and insulin resistance (IR) in a Chinese population with abdominal obesity. This is a population-based, cross-sectional study of 3,945 men and 2,141 women with abdominal obesity. Individuals were referred to a primary health service and recruited for analysis. IR was measured using a homeostasis model assessment of insulin resistance (HOMA2-IR) with a HOMA2 calculator. Metabolic syndrome (MetS) was diagnosed using International Diabetes Federation (IDF) criteria. Comparing the apoB/apoA-I ratio and lipid indices using the HOMA2-IR showed that the ratio, LDL-C, total cholesterol level (TC) and triglyceride level (TG) were higher; and the high-density lipoprotein cholesterol level (HDL-C) was lower in the fourth than in the first quartile in both sexes (p ≤ 0.001). After adjustment for age, HOMA2-IR was positively correlated with the apoB/apoA-I ratio, LDL-C, TC and TG; and negatively correlated with HDL-C in men (all p < 0.0001). HOMA2-IR was also positively correlated with the apoB/apoA-I ratio, LDL-C, TC and TG; and negatively correlated with HDL-C in women (all p < 0.01). After adjustment for age and LDL-C, HOMA2-IR was found to be correlated with the apoB/apoA-I ratio in both men and women (r = 0.066 and 0.116, p < 0.0001). After adjustment for age and the apoB/apoA-I ratio, HOMA2-IR was correlated with LDL-C in men and women (r = 0.063 and 0.044, p < 0.0001 and p = 0.0431, respectively). Gender, age, LDL-C, BMI, HOMA2-IR and apoB/apoA-I were the covariates independently associated with presence of the MetS (Odds ratio, OR: 2.183, 1.034, 1.013, 1.157, 1.726 and 1.570, respectively; all p < 0.05). In conclusion, the study showed that the apoB/apoA-I ratio and LDL-C were positively correlated with IR. Excluding reciprocal interactions, the apoB/apoA-I ratio and LDL-C were still significantly correlated with IR, but the apoB/apoA-I ratio showed a greater correlation with IR than LDL-C in women with abdominal obesity, compared with men with abdominal obesity. Both LDL-C and apoB/apoA-I were independent risk factors of MetS, and the apoB/apoA-I ratio was stronger in this regard than LDL-C for this obese population.
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Affiliation(s)
- Xin Ying
- International Health Care Center, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou City, China
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