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1.
Cardiovasc Diabetol ; 23(1): 246, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38987782

ABSTRACT

BACKGROUND: This study quantifies the longitudinal economic burden for a wide spectrum of incident complications, metabolic syndrome (MS)-related risk factors, and comorbidities in patients with MS. METHODS: This retrospective study utilized linked data from the 2013 National Health Interview Survey and the 2012-2021 National Health Insurance Research Database to identify MS individuals and their characteristics. The incidence rate of each complication was calculated as the number of complication events in the study period divided by the total person-years during follow-up. The healthcare costs of complications were analyzed using a generalized estimating equation model to determine the cost impact of complications after adjustment for patients' characteristics. Sensitivity analyses on variables with high missing rates (i.e., cause of death, body mass index) were performed. RESULTS: Among 837 identified MS individuals over 8.28 (± 1.35) years of follow-up, the most frequent complications were microvascular diseases (incidence rate for nephropathy/retinopathy/neuropathy: 6.49/2.64/2.08 events per 100 person-years), followed by cardiovascular diseases (2.47), peripheral vascular diseases (2.01), and cancers (1.53). Death was the costliest event (event-year cost per person: USD 16,429) and cancers were the most expensive complications (USD 9,127-11,083 for non-MS- and MS-related cancers). Developing non-MS/MS-related cancers, cardiovascular diseases, and obesity-related medical conditions increased annual costs by 273% (95% CI: 181-397%)/175% (105-269%), 159% (118-207%), and 140% (84-214%), respectively. Microvascular diseases had the lowest cost impact on annual costs (i.e., 27% [17-39%]/27% [11-46%]/24% [11-37%] increases for nephropathy/neuropathy/retinopathy, respectively). Having existing comorbidities increased annual costs by 20% (osteoarthritis) to 108% (depression). Having morbid obesity (i.e., body mass index ≥ 35 kg/m2) increased annual costs by 58% (30-91%). CONCLUSIONS: The economic burden from costly incident complications (i.e., cardiovascular diseases, peripheral vascular diseases, cancers), MS-related risk factors (i.e., morbid obesity), and comorbidities (i.e., depression) highlight the urgent need for early intervention to prevent MS and its progression. The comprehensive cost estimates reported in this study can facilitate the parameterization of economic analyses to identify cost-effective interventions for these patients.


Subject(s)
Comorbidity , Cost of Illness , Databases, Factual , Health Care Costs , Metabolic Syndrome , Humans , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Metabolic Syndrome/mortality , Incidence , Male , Female , Middle Aged , Retrospective Studies , Adult , Time Factors , Longitudinal Studies , Aged , United States/epidemiology , Risk Assessment , Cardiometabolic Risk Factors , Neoplasms/economics , Neoplasms/epidemiology , Neoplasms/mortality , Cardiovascular Diseases/economics , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/mortality , Cardiovascular Diseases/diagnosis
2.
J Diabetes Investig ; 12(10): 1784-1796, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33787069

ABSTRACT

AIMS/INTRODUCTION: Metabolic syndrome (MS) has been increasing worldwide. The secular change in MS components, however, remains unclear. This study aimed to examine the dynamic change in metabolic health status in Chinese adults. MATERIALS AND METHODS: Three population-based surveys using multistage stratified sampling were performed in Chinese aged 35-74 years in Shanghai in 2002-2003 (n = 12,302), 2009 (n = 7,400), and 2017 (n = 19,023). MS was defined according to the Adult Treatment Panel III criteria for Asian-Americans. Generalized Estimating Equations and Cochran-Armitage Trend Test was used to assess the prevalence trend over the years. RESULTS: The prevalence of MS doubled in Chinese adults over the period (P for trend < 0.001). The largest increase occurred in younger men. Among MS components, the prevalence of high waist-circumference (HWC), high blood glucose (HBG) and high blood pressure (HBP) increased in all subjects, whereas the prevalence of high triglycerides (HTG) and low high-density lipoprotein cholesterol (LHC) increased in men but decreased in women. The increase in HBP contributed most to elevated MS, followed by HBG and HWC, resulting in the HBP-HBG-HWC the most common cluster of MS components. Metabolically unhealthy overweight also grew over the period. CONCLUSIONS: Metabolic health status has been exacerbating in Chinese adults and may increase burden of non-communicable diseases.


Subject(s)
Metabolic Syndrome/epidemiology , Age Factors , Aged , Cardiovascular Diseases/economics , China/epidemiology , Cross-Sectional Studies , Female , Health Care Costs/trends , Humans , Male , Metabolic Syndrome/economics , Middle Aged , Prevalence , Sex Factors
3.
BMC Med ; 19(1): 57, 2021 03 11.
Article in English | MEDLINE | ID: mdl-33691699

ABSTRACT

BACKGROUND: Cardiometabolic diseases (CMD) are the major cause of death worldwide and are associated with a lower quality of life and high healthcare costs. To prevent a further rise in CMD and related healthcare costs, early detection and adequate management of individuals at risk could be an effective preventive strategy. The objective of this study was to determine long-term cost-effectiveness of stepwise CMD risk assessment followed by individualized treatment if indicated compared to care as usual. A computer-based simulation model was used to project long-term health benefits and cost-effectiveness, assuming the prevention program was implemented in Dutch primary care. METHODS: A randomized controlled trial in a primary care setting in which 1934 participants aged 45-70 years without recorded CMD or CMD risk factors participated. The intervention group was invited for stepwise CMD risk assessment through a risk score (step 1), additional risk assessment at the practice in case of increased risk (step 2) and individualized follow-up treatment if indicated (step 3). The control group was not invited for risk assessment, but completed a health questionnaire. Results of the effectiveness analysis on systolic blood pressure (- 2.26 mmHg; 95% CI - 4.01: - 0.51) and total cholesterol (- 0.15 mmol/l; 95% CI - 0.23: - 0.07) were used in this analysis. Outcome measures were the costs and benefits after 1-year follow-up and long-term (60 years) cost-effectiveness of stepwise CMD risk assessment compared to no assessment. A computer-based simulation model was used that included data on disability weights associated with age and disease outcomes related to CMD. Analyses were performed taking a healthcare perspective. RESULTS: After 1 year, the average costs in the intervention group were 260 Euro higher than in the control group and differences were mainly driven by healthcare costs. No meaningful change was found in EQ 5D-based quality of life between the intervention and control groups after 1-year follow-up (- 0.0154; 95% CI - 0.029: 0.004). After 60 years, cumulative costs of the intervention were 41.4 million Euro and 135 quality-adjusted life years (QALY) were gained. Despite improvements in blood pressure and cholesterol, the intervention was not cost-effective (ICER of 306,000 Euro/QALY after 60 years). Scenario analyses did not allow for a change in conclusions with regard to cost-effectiveness of the intervention. CONCLUSIONS: Implementation of this primary care-based CMD prevention program is not cost-effective in the long term. Implementation of this program in primary care cannot be recommended. TRIAL REGISTRATION: Dutch Trial Register NTR4277 , registered on 26 November 2013.


Subject(s)
Cost-Benefit Analysis/methods , Metabolic Syndrome/economics , Metabolic Syndrome/prevention & control , Aged , Female , Humans , Male , Middle Aged
4.
Nutrients ; 13(2)2021 Feb 16.
Article in English | MEDLINE | ID: mdl-33669163

ABSTRACT

Metabolic syndrome (MetS) is a clinical manifestation characterized by a plethora of comorbidities, including hyperglycemia, abdominal obesity, arterial hypertension, and dyslipidemia. All MetS comorbidities participate to induce a low-grade inflammation state and oxidative stress, typical of this syndrome. MetS is related to an increased risk of cardiovascular diseases and early death, with an important impact on health-care costs. For its clinic management a poly-pharmaceutical therapy is often required, but this can cause side effects and reduce the patient's compliance. For this reason, finding a valid and alternative therapeutic strategy, natural and free of side effects, could represent a useful tool in the fight the MetS. In this context, the use of functional foods, and the assumption of natural bioactive compounds (NBCs), could exert beneficial effects on body weight, blood pressure and glucose metabolism control, on endothelial damage, on the improvement of lipid profile, on the inflammatory state, and on oxidative stress. This review focuses on the possible beneficial role of NBCs in the prevention and in the clinical management of MetS and its comorbidities.


Subject(s)
Biological Products/therapeutic use , Metabolic Syndrome/drug therapy , Biological Products/economics , Health Care Costs , Humans , Metabolic Syndrome/economics , Quality of Life
5.
Nutr Metab Cardiovasc Dis ; 31(4): 1053-1062, 2021 04 09.
Article in English | MEDLINE | ID: mdl-33549444

ABSTRACT

BACKGROUND AND AIMS: The CASSIOPEA Study was designed to evaluate whether the economic downturn during the late 2000s was a contributing factor to the observed decrease in adherence to Mediterranean diet (MD). METHODS AND RESULTS: The study protocol consists of two steps: A) recall of 7406 men and women who, between 2005 and 2006, had been randomly recruited in the Moli-sani Study from the general population of Molise, to assess possible economic hardship (EH) related to the economic crisis initiated in 2007; B) re-examination, between 2017 and 2020, of available subjects identified in Step 1 as poorly or harder hit by EH to test the hypothesis that EH is associated with a decrease in MD adherence, possibly resulting in increased inflammation. The results of Step 1 are reported here. From the initial sample of individuals re-examined after 12.6 years (median; IQR = 12.1-13.0 y), 3646 were finally analysed. An Economic Hardship Score (EHS; range 0-14) was obtained by scoring three domains: 1) change in employment status; 2) financial hardship and 3) financial hardship for health expenditures. Overall, 37.8% of the sample reported high EHS (≥3), whilst 32% scored 0 (no EH). Those with high EHS were prevalently women and younger, with low socioeconomic status. CONCLUSIONS: High economic hardship was prevalently reported by weaker socioeconomic groups. Longitudinal analysis (step 2) will examine whether the economic crisis had an effect on adherence to Mediterranean diet with consequent potential impact on inflammation, one of the main biological pathways linking MD to health outcomes. CLINICALTRIALS. GOV IDENTIFIER: NCT03119142.


Subject(s)
Diet, Healthy/economics , Diet, Mediterranean/economics , Economic Recession , Inflammation/prevention & control , Metabolic Syndrome/prevention & control , Social Determinants of Health , Socioeconomic Factors , Adult , Aged , Biomarkers/blood , Employment/economics , Feeding Behavior , Female , Financial Stress/economics , Financial Stress/epidemiology , Health Expenditures , Humans , Income , Inflammation/blood , Inflammation/economics , Inflammation/epidemiology , Italy/epidemiology , Longitudinal Studies , Male , Metabolic Syndrome/blood , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Middle Aged , Prevalence , Protective Factors , Research Design , Risk Assessment , Risk Factors , Risk Reduction Behavior
6.
Article in English | MEDLINE | ID: mdl-32183278

ABSTRACT

The prevalence of obesity continues to grow, resulting in metabolic syndrome and increasing economic burden for health systems. The objectives were to measure the ability of the NIM-MetS test, previously used in the adults, for the early and sustainable detection of the Metabolic Syndrome (MetS) in children and adolescents. Moreover, to determine the economic burden of the children with MetS. Furthermore, finally, to use and implement the NIM-MetS test, via a self-created online software, as a new method to determine the risk of MetS in children. The method used was an observational study using different instruments (NIM-MetS test, International Diabetes Federation (IDF), or Cook) and measures (body mass index). Additionally, the economic burden was estimated via a research strategy in different databases, e.g., PubMed, to identify previous papers. The results (N = 265 children, age from 10-12) showed that 23.1% had obesity and 7.2% hypertension. The prevalence of MetS using the NIM-Mets was 5.7, and the cost of these children was approximate 618,253,99 euros. Finally, a model was obtained and later implemented in a web platform via simulation. The NIM-MetS obtained is a non-invasive method for the diagnosis of risk of MetS in children.


Subject(s)
Cost of Illness , Metabolic Syndrome , Adolescent , Body Mass Index , Child , Humans , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Pediatric Obesity , Prevalence , Risk Factors
7.
Can J Public Health ; 111(3): 417-425, 2020 06.
Article in English | MEDLINE | ID: mdl-32112310

ABSTRACT

OBJECTIVES: Sexual identity has been recognized as a social determinant of health; however, evidence is limited on sexual minority status as a possible contributor to inequalities in cardiometabolic outcomes and the related hospital burden. This study aimed to investigate the association between sexual identity and hospital costs for cardiometabolic diseases among a cohort of Canadians using linked survey and administrative data. METHODS: Data from the 2007-2011 Canadian Community Health Survey were linked to acute-care inpatient records from the 2005/2006-2012/2013 Discharge Abstract Database. Multiple linear regression was used to assess the association between self-reported sexual identity and inpatient resource use for cardiometabolic diseases. RESULTS: Among the population ages 18-59, 2.1% (95% CI 1.9-2.2) identified as lesbian, gay, or bisexual (LGB). LGB individuals more often reported having diabetes or heart disease compared with heterosexuals. The mean inflation-adjusted cost for cardiometabolic-related hospitalizations was found to be significantly higher among LGB patients (CAD$26,702; 95% CI 26,166-60,365) than among their heterosexual counterparts ($10,137; 95% CI 8,639-11,635), in part a reflection of longer hospital stays (13.6 days versus 5.1 days). Inpatient costs remained 54% (95% CI 8-119) higher among LGB patients after controlling for socio-demographics, health status, and health behaviours. CONCLUSION: This study revealed a disproportionate cost for potentially avoidable hospitalizations for cardiometabolic conditions among LGB patients, suggesting important unmet healthcare needs even in the Canadian context of universal coverage.


Subject(s)
Hospital Costs/statistics & numerical data , Metabolic Syndrome/economics , Sexual and Gender Minorities/statistics & numerical data , Adolescent , Adult , Canada , Cohort Studies , Female , Health Surveys , Humans , Male , Middle Aged , Semantic Web , Young Adult
8.
World Neurosurg ; 135: e500-e504, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31857269

ABSTRACT

OBJECTIVE: Investigate the differences in spine surgery cost for metabolic syndrome patients. METHODS: Included were patients ≥18 undergoing fusion. Patients were divided into cervical, thoracic, and lumbar groups based on their upper instrumented vertebrae (UIV). Metabolic syndrome patients (MetS) included those with body mass index >30, diabetes mellitus, dyslipidemia, and hypertension. Propensity score matching for invasiveness between non-MetS and MetS used to assess cost differences. Total surgery costs for MetS and non-MetS adult spinal deformity patients were compared. Quality-adjusted life years (QALYs) and cost per QALY for UIV groups were calculated. RESULTS: A total of 312 invasiveness matched surgeries met inclusion criteria. Baseline demographics and surgical details included age 57.7 ± 14.5, 54% female, body mass index 31.1 ± 6.6, 17% anterior approach, 70% posterior approach, 13% combined approach, and 3.8 ± 4.1 levels fused. The average costs of surgery between MetS and non-Mets patients was $60,579.30 versus $52,053.23 (P < 0.05). When costs were compared between UIV groups, MetS patients had higher cervical and thoracic surgery costs ($23,203.43 vs. $19,153.43, $75,230.05 vs. $65,746.16, all P < 0.05) and lower lumbar costs ($31,775.64 vs. $42,643.37, P < 0.05). However, the average cost per QALY at 1 year was $639,069.32 for MetS patients and $425,840.30 for non-Mets patients (P < 0.05). At life expectancy, the cost per QALY was $45,456.83 versus $26,026.84 (P < 0.05). CONCLUSIONS: When matched by invasiveness, MetS patients had an average 16.4% higher surgery costs, 50% higher costs per QALY at 1 year, and 75% higher cost per QALY at life expectancy. Further research is needed on the possible utility of reducing comorbidities in preoperative patients.


Subject(s)
Metabolic Syndrome/complications , Spinal Curvatures/surgery , Spinal Fusion/economics , Cervical Vertebrae/surgery , Cost-Benefit Analysis , Female , Humans , Lumbar Vertebrae/surgery , Male , Metabolic Syndrome/economics , Middle Aged , Quality-Adjusted Life Years , Retrospective Studies , Spinal Curvatures/economics , Thoracic Vertebrae/surgery
9.
J Phys Act Health ; 16(10): 830-835, 2019 10 01.
Article in English | MEDLINE | ID: mdl-31365903

ABSTRACT

BACKGROUND: Metabolic syndrome (MetS) is a combination of risk factors for cardiovascular disease and type 2 diabetes mellitus. The prevalence of MetS worldwide is increasing. There is no study investigating the economic burden of MetS, especially in developing countries, on medication-related expenditure. The aim of this study was to investigate the association of medication-related expenditures with MetS and to explore how physical activity (PA) may influence this association. METHODS: A total of 620 participants, 50 years or older, randomly selected in the city of Bauru, Brazil. Participants were followed from 2010 to 2014, and data on health care expenditure were collected annually. PA questionnaire was applied at baseline, 2 (2012), and 4 (2014) years later. RESULTS: Mean age was 64.7 (95% confidence interval, 64.1-65.3). MetS was associated with higher medication expenditure related to diseases of the circulatory (P <.01) and endocrine (P <.01) systems. MetS explained 17.2% of medication-related expenditures, whereas PA slightly attenuated this association, explaining 1.1% of all health care costs. CONCLUSION: This study demonstrates that MetS has a significant burden on health care expenditures among adults, whereas PA seems to affect this phenomenon significantly, but in low magnitude.


Subject(s)
Drug Costs/statistics & numerical data , Exercise , Health Care Costs/statistics & numerical data , Health Expenditures/statistics & numerical data , Metabolic Syndrome/drug therapy , Metabolic Syndrome/economics , Aged , Aged, 80 and over , Brazil/epidemiology , Cardiovascular Diseases/complications , Cardiovascular Diseases/economics , Cardiovascular Diseases/epidemiology , Cohort Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/epidemiology , Female , Humans , Longitudinal Studies , Male , Metabolic Syndrome/epidemiology , Middle Aged , Prevalence , Risk Factors , Sedentary Behavior , Surveys and Questionnaires
10.
Diabetes Metab Syndr ; 13(3): 1805-1812, 2019.
Article in English | MEDLINE | ID: mdl-31235098

ABSTRACT

OBJECTIVE: The metabolic syndrome (MetS) is responsible for an increased risk of type 2 diabetes, cardiovascular diseases and is associated with all-cause and cardiovascular mortality. Economic and social vulnerability is not an easy concept to grasp, but some studies investigate the association between MetS and socioeconomic and demographic factors, deprivation (more often correlations rather than causal one due to data). This work aims to assess the association between MetS and socio-economic gradient (SEG) in the literature by performing a meta-analysis. DESIGN: The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement for systematic reviews were followed. SETTING: The raw list of studies extracted from PubMed as regard to the inclusion/exclusion criteria was imported in Word. Studies were filed with regard to our three definitions of SEG and their title. PARTICIPANTS: Subgroup analysis were performed considering several definitions of Mets: NCEP-ATPIII and IDF2006. RESULTS: The overall multivariable-adjusted OR showed that the risk of MetS was significantly increased in association with SEG The results of the subgroup analysis showed an increased risk of MetS in association with SEG when IDF definition was considered. CONCLUSIONS: Targeted interventions must be implemented in a specific way as prevention campaigns aimed at the general population are generally not adapted to this particular vulnerable population.


Subject(s)
Metabolic Syndrome/economics , Metabolic Syndrome/etiology , Social Class , Humans , Prognosis , Risk Factors
11.
Appl Physiol Nutr Metab ; 44(8): 861-868, 2019 Aug.
Article in English | MEDLINE | ID: mdl-30640516

ABSTRACT

To document changes in prevalence of the metabolic syndrome (MetS) in the United States adult population between 1999 and 2014 and to explore how variations in the dietary intakes explain changes in MetS prevalence and its components over time. A total of 38 541 individuals (aged 20-85 years; National Health and Nutrition Examination Survey 1999-2014) were studied. Outcome variables were MetS, waist circumference (WC), plasma high-density lipoprotein cholesterol (HDL-c), triglycerides, fasting glucose (FG) levels, resting systolic and diastolic blood pressure, dietary intakes (total daily energy, carbohydrates, proteins, fats, sodium, and alcohol intakes), the poverty income ratio (PIR) and sociodemographic data (age, sex, ethnicity). Overall, the prevalence of the MetS significantly increased between 1999 and 2014 (27.9% to 31.5%). High plasma FG levels and high WC increased between 1999 and 2014, while the prevalence of the other components of MetS decreased or remained stable. Interestingly, a significant peak in MetS prevalence was observed in 2007-2008 compared with 1999-2006 (34.4% vs 27.6%), accompanied by a concomitant increase in WC and plasma FG levels, as well as a decrease in plasma HDL-c. Finally, significant decreases were observed for the PIR, total daily energy intake, sodium, and all macronutrient intakes in 2007-2008 compared with 1999-2006 (all P < 0.01). Results showed that the MetS prevalence significantly increased between 1999 and 2014 in the United States adult population, with a peak in 2007-2008. Interestingly, the 2007-2008 peak in MetS prevalence was accompanied by decreases in the PIR, total daily energy, and macronutrients intakes, suggesting potential impact of the 2007-2008 recession.


Subject(s)
Economic Recession , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Nutrition Surveys , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Prevalence , United States/epidemiology , Young Adult
12.
Microbiome ; 6(1): 172, 2018 09 24.
Article in English | MEDLINE | ID: mdl-30249275

ABSTRACT

BACKGROUND: The metabolic syndrome (MetS) epidemic is associated with economic development, lifestyle transition and dysbiosis of gut microbiota, but these associations are rarely studied at the population scale. Here, we utilised the Guangdong Gut Microbiome Project (GGMP), the largest Eastern population-based gut microbiome dataset covering individuals with different economic statuses, to investigate the relationships between the gut microbiome and host physiology, diet, geography, physical activity and socioeconomic status. RESULTS: At the population level, 529 OTUs were significantly associated with MetS. OTUs from Proteobacteria and Firmicutes (other than Ruminococcaceae) were mainly positively associated with MetS, whereas those from Bacteroidetes and Ruminococcaceae were negatively associated with MetS. Two hundred fourteen OTUs were significantly associated with host economic status (140 positive and 74 negative associations), and 157 of these OTUs were also MetS associated. A microbial MetS index was formulated to represent the overall gut dysbiosis of MetS. The values of this index were significantly higher in MetS subjects regardless of their economic status or geographical location. The index values did not increase with increasing personal economic status, although the prevalence of MetS was significantly higher in people of higher economic status. With increased economic status, the study population tended to consume more fruits and vegetables and fewer grains, whereas meat consumption was unchanged. Sedentary time was significantly and positively associated with higher economic status. The MetS index showed an additive effect with sedentary lifestyle, as the prevalence of MetS in individuals with high MetS index values and unhealthy lifestyles was significantly higher than that in the rest of the population. CONCLUSIONS: The gut microbiome is associated with MetS and economic status. A prolonged sedentary lifestyle, rather than Westernised dietary patterns, was the most notable lifestyle change in our Eastern population along with economic development. Moreover, gut dysbiosis and a Western lifestyle had an additive effect on increasing MetS prevalence.


Subject(s)
Bacteria/isolation & purification , Gastrointestinal Microbiome , Metabolic Syndrome/economics , Metabolic Syndrome/microbiology , Adult , Aged , Bacteria/classification , Bacteria/genetics , Economic Status , Feces/microbiology , Female , Humans , Male , Metabolic Syndrome/metabolism , Middle Aged , Phylogeny
13.
Medicine (Baltimore) ; 97(34): e12059, 2018 Aug.
Article in English | MEDLINE | ID: mdl-30142862

ABSTRACT

Although it is known that the prevalence rates of chronic diseases depend on income level, annual changes of the control rate have not been evaluated. In this cross-sectional study, we analyzed the variation in rate of well-controlled status of chronic diseases based on the annual income level using data from national nutrition surveys conducted between 2010 and 2015.Prevalence and controlled rate of hypertension, diabetes mellitus, and chronic kidney disease were analyzed in relation to annual income levels, using data from the Korea National Health and Nutrition Examination Survey (KNHANES), obtained from 2010 to 2015. We also analyzed the incidence of use of necessary medical care services and the reasons cited for not using these services.The data of 28,759 persons were analyzed. The average age increased, and sex ratio remained unchanged over the study period. Although the prevalence rates of diabetes increased, that of increased glycated hemoglobin gradually decreased. A significant change has been shown recently on the prevalence rates of hypertension patients. The prevalence rates of chronic kidney disease stayed unchanged during the course of the study period. The incidence of controlled chronic disease status increased with the income level, and over time during the study, in the case of diabetes and chronic kidney disease. However, while controlled hypertension status rate increased from year to year, there was no trend of increase with increased income level. The incidence of participants not using hospital services declined with increasing income level, but the rate of economic causes being cited as reasons for not using hospital services increased over time and showed no change among income levels. Results of regression analysis of prevalence rates of chronic diseases by income level showed that lower income groups tended to have higher odds ratios for chronic diseases.Our results suggest that the incidence rate of well-controlled chronic disease status remains low in lower income groups. These results imply that financial status may play an important role in the management of chronic diseases.


Subject(s)
Chronic Disease/epidemiology , Health Status , Income/statistics & numerical data , Adult , Aged , Cross-Sectional Studies , Diabetes Mellitus/economics , Diabetes Mellitus/epidemiology , Female , Humans , Hypertension/economics , Hypertension/epidemiology , Male , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Middle Aged , Nutrition Surveys , Odds Ratio , Prevalence , Renal Insufficiency, Chronic/economics , Renal Insufficiency, Chronic/epidemiology , Republic of Korea/epidemiology
14.
Int J Cardiol ; 272: 333-340, 2018 Dec 01.
Article in English | MEDLINE | ID: mdl-30017513

ABSTRACT

OBJECTIVE: Socioeconomic disadvantages during childhood are hypothesised to have negative implications for health. We aimed to investigate the association between socioeconomic disadvantages and children's total metabolic syndrome (MetS) score at baseline and follow-up and the extent to which socioeconomic disadvantages over time and the accumulation of these socioeconomic disadvantages can affect children's MetS risk. METHODS: The two-year longitudinal IDEFICS study included 2401 European children (aged 2.0-9.9) with complete information of the 16,229 participating at baseline. Sociodemographic variables, psychosocial factors and lifestyle were proxy-reported via questionnaires. Socioeconomically disadvantaged groups included children from families with low income, low education, migrant origin, unemployed parents, parents who lacked a social network, and from non-traditional families. MetS risk score was calculated as the sum of z-scores of waist circumference, blood pressure, lipids and insulin resistance. Linear mixed-effects models were used to study the association between social disadvantages and MetS risk. Models were adjusted for sex, age, well-being and lifestyle (fruit and vegetables consumption, physical activity, screen time). RESULTS: At both time points, children from low-income families (0.20 [0.03-0.37]); (ß estimate and 99% confidence interval), children from non-traditional families (0.14 [0.02-0.26]), children whose parents were unemployed (0.31 [0.05-0.57]) and children who accumulated >3 disadvantages (0.21 [0.04-0.37]) showed a higher MetS score compared to non-socioeconomically disadvantaged groups. CONCLUSION: Children from socioeconomically disadvantaged families are at high metabolic risk independently of diet, physical activity, sedentary behaviours and well-being. Interventions focusing on these socioeconomically disadvantaged groups should be developed to tackle health disparities.


Subject(s)
Exercise/physiology , Life Style , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Socioeconomic Factors , Vulnerable Populations , Child , Child, Preschool , Cohort Studies , Europe/epidemiology , Female , Follow-Up Studies , Humans , Longitudinal Studies , Male , Metabolic Syndrome/diagnosis , Prospective Studies , Risk Factors , Sedentary Behavior , Unemployment/trends
15.
J Obes ; 2018: 2185942, 2018.
Article in English | MEDLINE | ID: mdl-30652030

ABSTRACT

Background: Noncommunicable diseases (NCDs) are considered as a global health problem and considered as a public health priority with the more considerable increasing trend of obesity and cardiometabolic disorders rates in the Middle Eastern countries. This systematic review aims at assessing the prevalence, incidence rates, and trends, as well as the cost of obesity and related cardiometabolic disorders in the United Arab Emirates (UAE). Methods: A highly sensitive strategy was used to retrieve original observational studies, addressing the epidemiology and cost of obesity and related cardiometabolic disorders in the UAE, irrespective of nationality (nationals and expatriates). The search was conducted on April 4, 2017, within numerous electronic databases and the grey literature. Standardized and validated methods were used for data extraction and analysis as well as quality assessment. Results: 6789 records were retrieved, of which 36 were deemed eligible. High prevalence rates were reported for obesity, diabetes, hypertension, and metabolic syndrome in all studies. However, the definitions and methods employed by the studies were highly variable. The risk of bias in the epidemiological studies ranged between low and medium. Only one study reported the cost of illness for diabetes. In this study, the estimated cost per patient was $2,015 (adjusted to the year 2015), and it became twofold and sixfold higher in patients with microvascular and macrovascular complications, respectively. Conclusions: Obesity and related cardiometabolic disorders are highly prevalent in the UAE, but quoting a precise prevalence for them is difficult given the methodological heterogeneity of the epidemiological studies addressing them. Nonetheless, we detected a 2-3-fold increase in the prevalence of overweight and obesity in the UAE between 1989 and 2017. It is hopeful that this systematic review will provide an insight into direct future studies, especially longitudinal studies exploring obesity and cardiometabolic risks and their costs.


Subject(s)
Cardiovascular Diseases/epidemiology , Metabolic Syndrome/epidemiology , Obesity/epidemiology , Public Health , Cardiovascular Diseases/economics , Cardiovascular Diseases/etiology , Cost of Illness , Humans , Metabolic Syndrome/economics , Metabolic Syndrome/etiology , Obesity/complications , Obesity/economics , Prevalence , Qualitative Research , Risk Factors , United Arab Emirates/epidemiology
16.
Rev Diabet Stud ; 14(2-3): 279-294, 2017.
Article in English | MEDLINE | ID: mdl-29145538

ABSTRACT

BACKGROUND: Metabolic syndrome and different socioeconomic characteristics including education and occupational status have been found to be associated in previous research. Nonetheless, theoretical models defining core variables and causal processes accounting for these associations are lacking. OBJECTIVES: The main objectives of the present investigation are (1) to present a theoretical model integrating physiological, biochemical, and psychosocial factors determining metabolic syndrome prevalence and (2) to corroborate the hypothesis that socioeconomic determinants are (partially) mediated by health-related behaviors, health risks, and dietary habits. METHODS: The research hypothesis is tested with cross-sectional data from the German Health Interview and Examination Survey for Adults (DEGS1) conducted from 2008 to 2011 (n = 7,987) by means of multivariate regression models which appropriately take into account the stochastic dependence of metabolic syndrome components. RESULTS: The results suggest that the metabolic syndrome is less frequent among individuals with a higher educational level and those who have a partner. These associations may point to protective effects of social support, self-efficacy, and other socio-psychological constructs in relation to metabolic syndrome incidence. Furthermore, frequent consumption of wine, muesli, fruits, and raw vegetables are associated with lower prevalence rates of metabolic syndrome components. The associations of occupational status, income, and employment are partially mediated by health-related behavior, physiological and psychosocial factors, and dietary habits. Sensitivity analyses have suggested that even small changes in the distribution of potential risk and protective factors may reduce the prevalence of metabolic syndrome components. CONCLUSIONS: Healthrelated behavior (smoking, physical activity) and physiological and psychosocial factors mediate the association between socioeconomic characteristics and metabolic syndrome prevalence. However, metabolic syndrome components were much less frequent among individuals with a higher educational level, higher income and occupational status, and those having a life partner.


Subject(s)
Metabolic Syndrome/epidemiology , Socioeconomic Factors , Adult , Cross-Sectional Studies , Humans , Metabolic Syndrome/economics , Prevalence , Surveys and Questionnaires
17.
Medicine (Baltimore) ; 96(17): e6585, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28445256

ABSTRACT

BACKGROUND: Nonalcoholic fatty liver disease (NAFLD) can be diagnosed early by noninvasive ultrasonography; however, the cost-effectiveness of ultrasonography screening with intensive weight reduction program in metabolic syndrome patients is not clear. This study aims to estimate economic and clinical outcomes of ultrasonography in Thailand. METHODS: Cost-effectiveness analysis used decision tree and Markov models to estimate lifetime costs and health benefits from societal perspective, based on a cohort of 509 metabolic syndrome patients in Thailand. Data were obtained from published literatures and Thai database. Results were reported as incremental cost-effectiveness ratios (ICERs) in 2014 US dollars (USD) per quality-adjusted life year (QALY) gained with discount rate of 3%. Sensitivity analyses were performed to assess the influence of parameter uncertainty on the results. RESULTS: The ICER of ultrasonography screening of 50-year-old metabolic syndrome patients with intensive weight reduction program was 958 USD/QALY gained when compared with no screening. The probability of being cost-effective was 67% using willingness-to-pay threshold in Thailand (4848 USD/QALY gained). Screening before 45 years was cost saving while screening at 45 to 64 years was cost-effective. CONCLUSIONS: For patients with metabolic syndromes, ultrasonography screening for NAFLD with intensive weight reduction program is a cost-effective program in Thailand. Study can be used as part of evidence-informed decision making. TRANSLATIONAL IMPACTS: Findings could contribute to changes of NAFLD diagnosis practice in settings where economic evidence is used as part of decision-making process. Furthermore, study design, model structure, and input parameters could also be used for future research addressing similar questions.


Subject(s)
Cost-Benefit Analysis , Metabolic Syndrome/diagnostic imaging , Metabolic Syndrome/economics , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/economics , Ultrasonography/economics , Cohort Studies , Decision Trees , Humans , Markov Chains , Metabolic Syndrome/complications , Metabolic Syndrome/therapy , Middle Aged , Models, Economic , Multivariate Analysis , Non-alcoholic Fatty Liver Disease/diagnostic imaging , Non-alcoholic Fatty Liver Disease/therapy , Oxadiazoles , Quality-Adjusted Life Years , Sensitivity and Specificity , Thailand , Treatment Outcome , Weight Reduction Programs/economics
18.
Am J Prev Med ; 52(2S2): S127-S137, 2017 Feb.
Article in English | MEDLINE | ID: mdl-28109414

ABSTRACT

INTRODUCTION: Previous research suggests participation in the Supplemental Nutrition Assistance Program (SNAP) is associated with poorer adult cardiometabolic health; the extent to which these associations extend to adolescents is unknown. Differences in diet quality, obesity, and cardiometabolic risk factors were examined among SNAP participants, income-eligible nonparticipants, and higher-income adolescents. METHODS: The study population comprised 4,450 adolescents ≤300% federal poverty level from the 2003-2010 National Health and Nutrition Examination Survey. Generalized linear models were used to examine associations between SNAP participation and the Alternate Healthy Eating Index-2010. Linear and logistic regression models were used to examine associations between SNAP participation, obesity, and risk factors comprising the metabolic syndrome. Data were analyzed in 2015. RESULTS: All surveyed adolescents consumed inadequate amounts of vegetables, fruits, whole grains, and long-chain fatty acids, while exceeding limits for sugary beverages, processed meats, and sodium. Although there were few dietary differences, SNAP participants had 5% lower Alternate Healthy Eating Index-2010 scores versus income-eligible nonparticipants (95% CI=-9%, -1%). SNAP participants also had higher BMI-for-age Z scores (ß=0.21, 95% CI=0.01, 0.41), waist circumference Z scores (ß=0.21, 95% CI=0.03, 0.39), and waist-to-height ratios (ß=0.02, 95% CI=0.00, 0.03) than higher-income nonparticipants. SNAP participation was not associated with most cardiometabolic risk factors; however, SNAP participants did have higher overall cardiometabolic risk Z scores than higher-income nonparticipants (ß=0.75, 95% CI=0.02, 1.49) and income-eligible nonparticipants (ß=0.55, 95% CI=0.03, 1.08). CONCLUSIONS: Adolescent SNAP participants have higher levels of obesity, and some poorer markers of cardiometabolic health compared with their low-income and higher-income counterparts.


Subject(s)
Cardiovascular Diseases/epidemiology , Diet/standards , Food Assistance , Metabolic Syndrome/epidemiology , Adolescent , Cardiovascular Diseases/economics , Cardiovascular Diseases/etiology , Diet/economics , Feeding Behavior , Female , Humans , Income , Male , Metabolic Syndrome/economics , Metabolic Syndrome/etiology , Nutrition Surveys , Nutritive Value , Pediatric Obesity/economics , Pediatric Obesity/epidemiology , Poverty , Risk Factors
19.
Clin Exp Hypertens ; 39(1): 8-16, 2017.
Article in English | MEDLINE | ID: mdl-28071980

ABSTRACT

Metabolic syndrome (MetS) is a common and complex disorder combining hypertension, obesity, dyslipidemia, and insulin resistance. MetS represents a risk factor for changes in cognitive functions in older age, and several studies have suggested that MetS may be linked to dementia. This article reviews the main evidences about the relationship between MetS and neurodegenerative disease. Starting from an epidemiological point of view, the article analyzes medico-social aspects related to MetS, considering the reduction of work capacity and the condition of disability that it involves. Some authors affirm that on the basis of current Italian legislation, it is possible to consider the syndrome as a disability. This is because all the diseases that make up MetS are high-risk clinical pathological conditions. For these reasons, a joint action is required to contain the incidence of MetS, the high social costs, and the loss of productivity related to the syndrome. In conclusion, healthcare initiatives could be adopted in order to increase the understanding of the pathogenic contributions of each element on MetS and how they can be modified. These actions will be useful to reduce healthcare costs and can lead to more effective prevention of metabolic disease, thus promoting good health. ABBREVIATIONS: MetS: Metabolic syndrome; WHO: World Health Organization; CVD: cerebrovascular diseases; AD: Alzheimer's Disease; VaD: Vascular Dementia; IDF: International Diabetes Federation; T2DM: type 2 diabetes mellitus; CAD: coronary artery disease; MCI: mild cognitive impairment; NCDs: Non Communicable Diseases; BMI: Body Mass Index; ICIDH: International classification of impairments, disabilities and handicaps.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Hypertension/epidemiology , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Obesity/epidemiology , Cognitive Dysfunction/epidemiology , Dementia/epidemiology , Humans , Incidence , Insulin Resistance , Italy/epidemiology , Metabolic Syndrome/prevention & control , Risk Factors
20.
Ann Hepatol ; 15(5): 662-72, 2016.
Article in English | MEDLINE | ID: mdl-27493104

ABSTRACT

 Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer and the third leading cause of cancer related death worldwide. In recent years, the prevalence of HCC has increased in both developing and developed countries. Most HCC cases develop in the presence of advanced chronic liver disease related to viral hepatitis. In particular hepatitis B virus and hepatitis C virus infections are considered as major HCC risk factors worldwide. However, current studies provide strong evidence for increasing numbers of HCC in nonalcoholic fatty liver disease (NAFLD). NAFLD represents the hepatic manifestation of metabolic syndrome which is based on obesity and insulin resistance. Epidemiologic data clearly demonstrates that NAFLD and obesity-related disorders are significant risk factors for tumor development in general and HCC in particular. As a consequence of life style changes towards higher calorie intake and less exercise, obesity and metabolic syndrome are spreading all over the world. Due to this increase in obesity and metabolic syndrome NAFLD-related HCC will become a major health care problem in the future. In conclusion, better understanding of the impact of NAFLD and obesity in the development of HCC will improve our treatment strategies of HCC and allow preventive measures.


Subject(s)
Carcinoma, Hepatocellular/epidemiology , Developing Countries/economics , Economic Development , Liver Neoplasms/epidemiology , Obesity/epidemiology , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/economics , Diet/adverse effects , Diet/economics , Energy Intake , Humans , Insulin Resistance , Liver Neoplasms/diagnosis , Liver Neoplasms/economics , Metabolic Syndrome/economics , Metabolic Syndrome/epidemiology , Non-alcoholic Fatty Liver Disease/economics , Non-alcoholic Fatty Liver Disease/epidemiology , Obesity/diagnosis , Obesity/economics , Prevalence , Prognosis , Risk Assessment , Risk Factors , Sedentary Behavior , Time Factors
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