Age-related patterns of the clustering of cardiovascular risk variables of syndrome X from childhood to young adulthood in a population made up of black and white subjects: the Bogalusa Heart Study

Parental and offspring associations of the metabolic syndrome in the Fels Longitudinal Study

BACKGROUND

Evidence shows that some causes of the metabolic syndrome (MS) begin in childhood, which could indicate a familial association, through either genetic inheritance or cohabitation.

OBJECTIVE

This study examined associations between parents and adult offspring diagnoses of the MS and its risk factors.

DESIGN

Measurements were obtained from adult participants and their adult offspring enrolled in the Fels Longitudinal Study, with simultaneous waist circumference, systolic blood pressure (SBP), diastolic blood pressure (DBP), triglycerides, HDL, and glucose observations used for diagnosis. On the basis of repeated measurements (in some cases), adult participants were classified as having the MS at least once or as never having the MS. Chi-square tests, ORs, and mixed-effects models were used to study familial associations.

RESULTS

Maternal (OR: 2.5; 95% CI: 1.1, 5.5) and paternal (OR: 4.1; 95% CI: 1.4, 12.1) MS classifications were significantly associated with MS classification in sons. MS classification in mothers and daughters (OR: 2.7; 95% CI: 0.9, 8.7; P = 0.08) was similar to that in sons but was not significant, whereas fathers and daughters were not associated (OR: 1.1; 95% CI: 0.4, 3.5). Maternal MS diagnoses were significantly and positively associated with triglycerides in male offspring and were significantly associated with SBP, DBP, and triglycerides in females. Paternal diagnoses were significantly associated only with DBP and HDL in male offspring.

CONCLUSIONS

Parental MS diagnosis is significantly associated with MS diagnosis in adult male offspring, and adverse levels of certain risk factors are associated between offspring and parents, although these associations vary across risk factors and child sex.

Novel modeling of reference values of cardiovascular risk factors in children aged 7 to 20 years

BACKGROUND AND OBJECTIVE

Most of the cardiovascular risk factors strongly associated with obesity and overweight vary with age and gender. However, few reference values are available for healthy European children. Our objective was to establish pediatric reference ranges for waist circumference, systolic and diastolic blood pressures, fasting lipid levels (total cholesterol, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglycerides), glucose, and insulin.

METHODS

A representative sample of 1976 healthy French individuals (1004 female participants and 972 male participants) aged 7 to 20 years was used to obtain age- and gender-specific normal ranges for each of the above-listed cardiovascular risk factors, based on the Royston and Wright method.

RESULTS

Mean waist circumference increased with age in both genders and was slightly higher in males than in females. Whereas systolic blood pressure increased gradually with age, with the increase being steeper in males than in females, no gender effect was found for diastolic blood pressure, which was therefore modeled after pooling males and females. Total cholesterol, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglyceride values varied little with age and gender. Glucose and insulin levels revealed pubertal peaks, which were sharper in females than in males, reflecting the normal insulin resistance during puberty.

CONCLUSIONS

These ranges can be used as references for European children to monitor cardiovascular risk factors and to plan interventions and education programs.

Trends and clustering of cardiometabolic risk factors in American adolescents from 1999 to 2008

AIM

To characterize trends and clustering of cardiometabolic risk factors in 12-17-year-old non-Hispanic white, non-Hispanic black (NHB), Mexican-American (MA), and multiracial American (MRA) adolescents.

METHODS

Data from the 1999-2000 to 2007-2008 U.S. National Health and Nutrition Examination Surveys were used for this investigation. Clustering of cardiometabolic risk factors was determined using cardiometabolic risk factor clustering score (cMetS) computed by aggregating z scores of mean arterial blood pressure, triglycerides, fasting blood glucose, waist circumference, and high-density lipoprotein cholesterol.

RESULTS

There were significant increases in waist circumference and high-density lipoprotein cholesterol, and decreases in low density lipoprotein cholesterol, triglycerides, and mean arterial blood pressure in the 10-year period between 1999-2000 and 2007-2008. There were gender and racial/ethnic differences in cMetS, with NHB having a more favorable cMetS for each studied time point. Overall, cMetS decreased by 93% in the 10-year period between 1999-2000 and 2007-2008. cMetS decreased by 98% and 77.3% for male and female adolescents, respectively, in the period between 1999-2000 and 2007-2008. With the exception of Mexican-American and multiracial American female adolescents, all racial/ethnic groups had improved cMetS values on comparing mean cMetS values of 1999-2000 with mean values of 2007-2008. Compared with other racial/ethnic groups, NHB male and female adolescents had the most improved cMetS.

CONCLUSION

Because clustering of cardiometabolic risk factors is predictive of adult health status, early lifestyle intervention in adolescence may help slow down the progress and delay or prevent the onset of cardiovascular diseases in adulthood.

Health consequences of obesity

Epidemiologic studies have established that cardiovascular (CV) risk factors including obesity are identifiable in childhood. Childhood risk factors are predictive of adult cardiac risk and even premature death [Franks et al. (2010) N Engl J Med 362:485-493]. In the United States, CV diseases remains the leading causes of death. In fact, heart disease has become the major cause of death worldwide, surpassing undernutrition and infectious diseases, largely related to obesity in childhood [Wang and Lobstein (2006) Int J Pediatr Obes 1:11-25]. The concept that adult heart diseases begin in childhood is an outgrowth of extensive long-term epidemiologic studies in youth, that is, the Bogalusa Heart Study [Berenson et al. (1986) Causation of cardiovascular risk factors in children: Perspectives on cardiovascular risk in early life, Raven Press Books Ltd].

A comparison of the metabolic response to abdominal obesity in two Canadian Inuit and First Nations population

Inuit and Cree populations are known for high obesity rates despite markedly different rates of type 2 diabetes (T2DM). To document this apparent discrepancy we evaluated the impact of body size parameters and fasting insulin (FI) on several T2DM risk factors among Inuit and Cree populations (Québec, Canada). A total of 1,104 adults (≥18 years) Inuit and Cree individuals participated in a cross-sectional investigation. Interestingly, across both genders, across all levels of waist circumference (WC), Inuit showed lower levels of FI (age-adjusted, P < 0.0001) and fasting glucose (P < 0.0001) than Cree individuals. In both groups, a comparison of multi-sample structural equation models confirmed the predominant influence of WC on other traditional risk factors, compared to BMI. A preponderant direct impact of WC was observed on blood pressure (BP) parameters (P < 0.0001), high-density lipoprotein cholesterol (HDL-C) (P < 0.0001), and FI (P < 0.0001). Fasting glucose level appear to be influenced by WC via FI in both ethnic groups (P < 0.0001), while triacylglycerol (TAG) level was predominantly impacted by WC via FI, but only in Cree individuals (P < 0.0001). The main ethnic difference found was the strength of the impact of WC on FI, which was considerably higher among the Cree (λ = 2.4, P < 0.0001) than the Inuit (λ = 1.8, P < 0.0001). These results confirm the predominant role of abdominal adiposity in the complex and tenuous links of different traditional T2DM determinants. However, the ethnic difference in the impact of abdominal obesity on insulin levels across all WCs needs to be explored further.

Prevalence of metabolic syndrome in obese children and adolescents using three different criteria and evaluation of risk factors

OBJECTIVE

To compare the prevalence of the metabolic syndrome (MS) in Turkish obese children and adolescents by using three different definitions and to assess the risk factors through a retrospective evaluation of anthropometric and laboratory parameters.

METHODS

Sixty hundred and fourteen obese patients (307 male, 307 female; mean age: 11.3±2.5 years) were included in the study. Medical history, physical examination, anthropometric measurements, results of biochemical and hormonal assays were obtained from the hospital records. MS was diagnosed according to the modified World Health Organization (WHO), Cook and the International Diabetes Federation (IDF) consensus criteria.

RESULTS

The prevalence of MS was found to be 39%, 34% and 33% according to the modified WHO, Cook and the IDF consensus criteria, respectively. MS prevalence in patients aged 12-18 years was significantly higher than that in patients between 7 and 11 years of age (p<0.05). Pubertal patients had a significantly higher MS prevalence than the non-pubertal cases (p<0.05). MS prevalence was also significantly higher in children who had a family history of heart disease, diabetes, obesity and hypertension as well as in those who had not been breast-fed (p<0.05).

CONCLUSION

The use of the modified WHO criteria was found to result in a slightly higher prevalence rate for MS as compared to the other criteria. The prevalence of MS in our study population was higher than that reported in most previous studies in Turkey. A positive family history, puberty and not being breastfed in infancy were shown to be significant risk factors for MS in childhood.

Presence of metabolic syndrome and cardiovascular risk factors in adolescents and University students in Crete (Greece), according to different levels of snack consumption

The aim of this study was to investigate the presence of cardiovascular and metabolic syndrome (MetSyn) risk factors in adolescents and University students in Crete (Greece), according to different levels of snack consumption. 237 adolescents (14.2-16.3 years) and 196 University students (19.5-31.5 years) participated during 2002/3 and 2004/5. Dietary intake (24-h dietary recalls), cardiorespiratory fitness, smoking habits, time spent watching television, anthropometric, blood pressure and biochemical measurements were assessed in all subjects. Adolescents consumed snacks more often than University students (62% vs. 49.5%, P < 0.05) and had significantly higher total energy intake (8629 vs. 7641 kJ, P < 0.05) and energy intake from snacks (2537 vs. 1767 kJ, P < 0.001). Snack consumers had higher energy intake than non-consumers in both groups. No relationship was found between snack consumption and MetSyn risk factors, cardiorespiratory fitness and smoking. However, University students who consumed snacks had 15.36 times higher risk of having ≥ 2 MetSyn risk factors than adolescent snack consumers, had considerably higher LDL-cholesterol levels, total: HDL-cholesterol ratio and watched more television than non-consumers. These findings emphasize the need for developing effective nutrition interventions to promote healthier snack choices in adolescents and young adults with characteristics similar to our sample, in order to prevent cardiovascular risk later in adulthood.

Metabolic syndrome: definitions and controversies

Metabolic syndrome (MetS) is a complex disorder defined by a cluster of interconnected factors that increase the risk of cardiovascular atherosclerotic diseases and diabetes mellitus type 2. Currently, several different definitions of MetS exist, causing substantial confusion as to whether they identify the same individuals or represent a surrogate of risk factors. Recently, a number of other factors besides those traditionally used to define MetS that are also linked to the syndrome have been identified. In this review, we critically consider existing definitions and evolving information, and conclude that there is still a need to develop uniform criteria to define MetS, so as to enable comparisons between different studies and to better identify patients at risk. As the application of the MetS model has not been fully validated in children and adolescents as yet, and because of its alarmingly increasing prevalence in this population, we suggest that diagnosis, prevention and treatment in this age group should better focus on established risk factors rather than the diagnosis of MetS.

Serum alanine aminotransferase and its association with metabolic syndrome in children: the bogalusa heart study

BACKGROUND

The aim of this study was to examine the distribution of alanine aminotrasferase (ALT) and its association with metabolic syndrome variables and their clustering in apparently healthy children.

METHODS

A cross-sectional study of 1,524 preadolescents (age, 4-11 years, 62% white, 51% male) and 1,060 adolescents (age, 12-18 years, 58% white, 51% male) enrolled in the Bogalusa Heart Study was performed.

RESULTS

ALT levels showed a significant race (whites > blacks) difference in preadolescents and a gender (males > females) difference in adolescents. Both preadolescents and adolescents in the age, race, and gender-specific top versus bottom quartiles of ALT had significant increases in the prevalence of adverse levels (>75th percentile specific for age, race, and gender) of body mass index (BMI), systolic blood pressure, total cholesterol to high-density lipoprotein cholesterol (HDL-C) ratio (adolescents only), insulin resistance index (HOMA-IR), and clustering of all four of these metabolic syndrome variables. In multivariate analyses, BMI was the major independent predictor of ALT in both preadolescents and adolescents; other independent predictors were total cholesterol to HDL-C ratio, HOMA-IR, white race in preadolescents and male gender in adolescents. With respect to the ability of ALT to identify children with clustering of the metabolic syndrome variables, area under the receiver operating characteristic curve analysis (c-statistics) adjusted for age, race, and gender yielded a value of 0.67 for preadolescents and 0.82 for adolescents.

CONCLUSION

An elevation in serum ALT within the reference range relate adversely to all of the major components of metabolic syndrome and their clustering in children and, thus, may be useful as a biomarker of the presence of metabolic syndrome and related risk in pediatric population, especially adolescents.

Subcutaneous adipose tissue in relation to subclinical atherosclerosis and cardiometabolic risk factors in midlife women

BACKGROUND

Limited data suggest that the effects of abdominal subcutaneous adipose tissue (SAT) on cardiovascular disease risk may depend on accompanying amounts of abdominal visceral adipose tissue (VAT).

OBJECTIVE

The objective was to examine whether abdominal VAT area modifies the effects of abdominal SAT area on subclinical atherosclerosis and cardiometabolic risk factors in both whites and African Americans.

DESIGN

Computed tomographic measures of abdominal SAT and VAT were examined in relation to carotid intima-media thickness (cIMT) and cardiometabolic risk factor levels in 500 African American and white women in midlife. A VAT × SAT interaction term was evaluated.

RESULTS

The mean (±SD) age of the sample was 51.0 ± 2.9 y, and 37% were African American. Higher amounts of SAT and VAT were associated with higher cIMT, blood pressure, homeostasis model assessment insulin resistance index (HOMA-IR), and concentrations of glucose, triglycerides, and insulin and with lower concentrations of HDL cholesterol. However, in African Americans, but not in whites, higher amounts of VAT significantly attenuated associations between higher amounts of SAT and higher insulin concentrations (P for interaction = 0.032) and HOMA-IR (P for interaction = 0.011) and reversed associations with cIMT (P for interaction = 0.005) and glucose (P for interaction = 0.044).

CONCLUSIONS

These results suggest that in midlife African American but not white women, adverse associations between abdominal SAT and cardiometabolic risk factors are attenuated and, in the case of subclinical atherosclerosis, are reversed as VAT amounts increase. Given that African American women suffer disproportionately from obesity and cardiovascular disease, further research into the role of this effect modification on obesity-associated vascular disease in African American women is warranted.

Glycemic status, metabolic syndrome, and cardiovascular risk in children

The metabolic syndrome and adult manifestation of prediabetes and diabetes are major public health problems that begin in childhood. Prevention must be considered as a serious public health issue. Health education and health promotion of school children needs incorporation as a community effort.

Black-white divergence in the relation of white blood cell count to metabolic syndrome in preadolescents, adolescents, and young adults: the Bogalusa Heart Study

OBJECTIVE

To examine the association between white blood cell (WBC) count and metabolic syndrome (MetS) by growth periods in black versus white individuals in the general population.

RESEARCH DESIGN AND METHODS

The study cohort consisted of 4,184 black and white preadolescents, adolescents, and adults. In this cohort, 743 adults were followed for 8.1-20.8 years longitudinally.

RESULTS

White versus black subjects had a significantly higher WBC count in all age-groups. WBC count was associated with more MetS components in whites than in blacks. Mean values of WBC increased significantly with increasing number of MetS components with adverse levels in adolescents and adults, with a stronger trend in whites. WBC count was longitudinally associated with MetS in whites only (P<0.001).

CONCLUSIONS

The findings on the association between higher WBC count and MetS beginning in childhood, particularly in whites, underscore a potentially mechanistic link between systemic inflammation, MetS, and cardiovascular risk.

Awareness of heart disease among female college students

OBJECTIVE

Awareness of heart disease as the leading cause of death in women has increased over the past 10 years, but little is known about the awareness level of college students. This study evaluated the level of awareness and knowledge of heart disease in women among college students.

METHODS AND RESULTS

Using a cross-sectional design, a sample of 320 women from a private university was queried. A 13-item survey assessed demographic information and awareness of cardiovascular disease (CVD). The mean age was 23 years; the majority were single and of Hispanic ethnicity. Almost one third believed breast cancer was the greatest problem facing women. One half recognized CVD as the leading cause of death among women. Students aged 18-24 years were significantly less likely to identify heart disease/heart attack as the leading cause of death in women compared with students aged 25-34 years. Significant ethnic differences in perceptions of risk were found. Family history and obesity were seen as major contributors to CVD; less than a fourth ever discussed CVD with their healthcare provider. Information was gained primarily from television, magazines, and the Internet. Exercise and maintenance of healthy blood pressure were viewed as priorities in prevention of CVD.

CONCLUSIONS

Results add to the body of research on CVD risk and the need for intervention to increase awareness and knowledge of heart disease risk among younger and ethnically diverse young women and raises questions about the role of colleges and universities in promotion of student health. Colleges and universities may provide the last opportunity to reach youth as a group to affect lifestyle changes.

Medical consequences of childhood obesity: a Hong Kong perspective

Childhood obesity is a global epidemic and is associated with medical consequences. These consequences of childhood obesity include its association with cardiovascular risk factors, notably impaired glucose tolerance, hypertension, atherogenic dyslipidemia, micro inflammation, and comorbidities including nonalcoholic fatty liver disease (NAFLD), sleep apnoea, and early atherosclerosis. This article aims to demonstrate and review the local clinical evidences in Hong Kong Chinese children and adolescents in exploring the epidemiology and medical consequences associated with obesity in the youth population and highlighting the research direction in searching the etiology of these associations.

Obesity indicators and cardiometabolic status in 4-y-old children

BACKGROUND

In adults and adolescents, obesity is positively associated with cardiovascular disease risk factors; however, evidence in preschool children is scarce.

OBJECTIVE

The objective was to assess the relations between obesity indicators and cardiometabolic risk factors in 324 Chilean children 4 y of age.

DESIGN

We collected anthropometric measurements and calculated general indicators of obesity [weight, body mass index (BMI), sum of 4 skinfold thicknesses, percentage fat, and body fat index] and central obesity (waist circumference, waist-to-hip ratio, waist-to-height ratio, and truncal fatness based on skinfold thickness). We measured blood sample concentrations of C-reactive protein, interleukin-6, homeostasis model assessment of insulin resistance, triglycerides, and total, LDL, and HDL cholesterol. We used correlation and multiple linear regression analyses.

RESULTS

The prevalence of obesity (BMI-for-age z score >2, World Health Organization 2006), central obesity (> or = 90th percentile, third National Health and Nutrition Examination Survey), and lipid disorders was high (13%, 11%, and > or = 20%, respectively), and 70% of the children had at least one cardiometabolic risk factor. Most correlations between obesity and central obesity indicators were moderate to strong (0.40 < r < 0.96). Obesity was positively but weakly associated with C-reactive protein in both sexes and with homeostasis model assessment of insulin resistance only in girls (all r < 0.3, P < 0.05). Obesity indicators were unrelated to interleukin-6 and lipid concentrations (P > 0.05). Overall, obesity indicators explained, at most, 8% of the variability in cardiometabolic risk factors.

CONCLUSIONS

Obesity and central obesity were common, and most of the children had at least one cardiometabolic risk factor, particularly lipid disorders. Obesity and central obesity indicators were highly intercorrelated and, overall, were weakly related to cardiometabolic status. At this age, body mass index and waist circumference were poor predictors of cardiometabolic status.

End-stage renal disease in young black males in a black-white population: longitudinal analysis of the Bogalusa Heart Study

Background

Risk factors in childhood create a life-long burden important in the development of cardiovascular (CV) disease in adulthood. Many risk factors for CV disease (e.g., hypertension) also increase the risk of renal disease. However, the importance of childhood risk factors on the development of chronic kidney disease and end-stage renal disease (ESRD) is not well characterized.

Methods

The current observations include data from Bogalusa Heart Study participants who were examined multiple times as children between 1973 and 1988.

Results

Through 2006, fifteen study participants subsequently developed ESRD in adulthood; seven with no known overt cause. Although the Bogalusa Heart Study population is 63% white and 37% black and 51% male and 49% female, all seven ESRD cases with no known overt cause were black males (p < 0.001). Mean age-adjusted systolic and diastolic blood pressure in childhood was higher among the ESRD cases (114.5 mmHg and 70.1 mmHg, respectively) compared to black (103.0 mmHg and 62.3 mmHg, respectively) and white (mean = 103.3 mmHg and 62.3 mmHg, respectively) boys who didn't develop ESRD. The mean age-adjusted body mass index in childhood was 23.5 kg/m² among ESRD cases and 18.6 kg/m² and 18.9 kg/m² among black and white boys who didn't develop ESRD, respectively. Plasma glucose in childhood was not significantly associated with ESRD.

Conclusion

These data suggest black males have an increased risk of ESRD in young adulthood. Elevated body mass index and blood pressure in childhood may increase the risk for developing ESRD as young adults.

Prevalence of components of the metabolic syndrome in schoolchildren with newly diagnosed type 2 diabetes mellitus

OBJECTIVE

To examine the prevalence of components of the metabolic syndrome (MS) other than hyperglycemia at diagnosis in schoolchildren with type 2 diabetes mellitus (T2DM).

DESIGN

The study involved 112 Japanese schoolchildren, 45 males and 67 females aged 12.9 +/- 1.5 yr, who were diagnosed as having T2DM. The body weight, blood pressure and fasting serum triglyceride (TG), and high-density lipoprotein cholesterol cholesterol (HDL-C) levels were also measured at diagnosis. The criteria adopted for the diagnosis of MS were as follows; i.e., TG > or =150 mg/dL, HDL-C <40 mg/dL, systolic blood pressure > or =130 mmHg, and/or diastolic blood pressure > or =85 mmHg. Obesity was defined as percent overweight > or =20.0%.

RESULTS

As much as 83.0% of the patients had obesity. The prevalence of increased TG was 33.0% and that of decreased HDL-C was 21.4% among the patients. Elevated blood pressure was identified in 11.6% of the patients. Of the total, 15.2% of the patients had no other components of MS besides hyperglycemia; 49.1% had only one other component, which was obesity in the majority; 17.0% had two other components of MS besides hyperglycemia, which were obesity and elevated TG in the majority; 18.8% of the patients had three or more components of MS besides hyperglycemia.

CONCLUSIONS

We found a high prevalence of other components of MS besides hyperglycemia in the patients even at the time of diagnosis. Early detection of other components of MS would appear to be of importance for preventing the development of cardiovascular disease in children with T2DM.

Prevalence of metabolic syndrome in an adult urban population of the west of Iran

Objectives. We determine the prevalence of the metabolic syndrome in an urban population of Zanjan, a province located to the west of Tehran. Methods. Randomly selected adults >20 years were studied using stratified sampling. Target study sample was 2941 (1396 males and 1545 females). Metabolic syndrome was diagnosed using Adult Treatment Panel-III (ATP-III) guidelines when any three of the following were present: central obesity, raised triglycerides ≥150 mg/dl, low high-density lipoprotein (HDL) cholesterol, blood pressure ≥ 130/ ≥ 85 mm Hg, and diabetes or fasting plasma glucose (FPG) ≥ 100 mg/dl. Results. Metabolic syndrome was present in 697 (23.7%) subjects (CI 95%:22%–25%, P = .001), prevalence was 23.1% in men and 24.4% in women (P : .4). The prevalence increased from 7.5% in the population younger than 30 y to 45.6% in ages more than 50 years. Low HDL was the most common metabolic abnormality in both sexes. Most of those with metabolic syndrome had three components of the syndrome (75.6%), 170 subjects (24.4%) had four and none had five components simultaneously. The prevalence of obesity (BMI ≥ 30 kg/m²), hypercholesterolemia (≥200 mg/dl) and high LDL cholesterol (≥130 mg/dl) was greater in the metabolic syndrome group than normal subjects (P = .00). Conclusions. There is a high prevalence of metabolic syndrome in this urban population of the northern west of Iran. Focus of cardiovascular prevention should be undertaken in this area.

Prevalence and trends of metabolic syndrome among Korean adolescents: from the Korean NHANES survey, 1998-2005

OBJECTIVES

To evaluate the prevalence and trend of metabolic syndrome (MetS) among Korean adolescents.

STUDY DESIGN

Data from 1998, 2001, and 2005 Korean National Health and Nutrition Examination Surveys were analyzed (N = 4164; age, 10 to 19 years) for MetS prevalence using the modified International Diabetes Federation criteria.

RESULTS

The combined prevalence of MetS in Korean adolescents was 2.2% in 1998, 3.6% in 2001, and 1.8% in 2005. MetS in Korean boys increased from 1.4% in 1998 to 5.3% in 2001 but decreased to 2.0% in 2005. The prevalence of MetS in girls decreased over the study periods (3.0% in 1998, 1.9% in 2001, and 1.6% in 2005). MetS prevalence declined from 1998 to 2005 despite an increase in overweight or obese individuals among both sexes (1998: boys, 15.1%; girls, 17.8%; 2005: boys, 26.8%; girls, 21.7%). Among individual MetS components, hyperglycemia decreased dramatically in 2005 in both sexes and accounted for the majority of the decline in the prevalence of the MetS in Korean adolescents.

CONCLUSIONS

The prevalence of MetS has declined despite an increase in obesity in Korean youth. Recent changes in physical activity in addition to national health care initiatives in Korea may have had a positive impact on the prevalence of MetS.

Ethnic differences in triglyceride levels and high-density lipoprotein lead to underdiagnosis of the metabolic syndrome in black children and adults

The metabolic syndrome was designed to identify individuals at high risk for the development of type 2 diabetes and cardiovascular disease. Compared with whites, blacks have higher rates of diabetes and cardiovascular disease. Paradoxically, blacks have a lower prevalence of the metabolic syndrome. According to the criteria set by National Cholesterol Education Treatment Program-Adult Treatment Panel III, to diagnose the metabolic syndrome, 3 of 5 characteristics must be present. These characteristics are low high-density lipoprotein levels, increased triglyceride levels, central obesity, hypertension, and fasting hyperglycemia. Examining each of these factors individually, blacks are more likely than whites to have obesity, hypertension, and diabetes. In contrast, blacks are less likely than whites to have either elevated triglyceride or low high-density lipoprotein levels. Ethnic differences in lipid levels may largely explain why blacks have a lower than expected prevalence of the metabolic syndrome. In this review we will describe in children and adults ethnic differences in the epidemiologic study of conditions associated with the metabolic syndrome, as well as focus on each of the parameters of the metabolic syndrome. Overall, we conclude that an ethnic-specific formulation of the lipid criteria in the metabolic syndrome may lead to better identification of blacks at high risk for development of diabetes and cardiovascular disease.

Prevalence of metabolic syndrome in schoolchildren and adolescents in Turkey: a population-based study

AIM

To determine prevalence of the metabolic syndrome (MS) in the pediatric population.

METHODS

We studied 2,491 schoolchildren randomly selected aged 10-19 years using a multistage, stratified sampling design. Obese and overweight participants were called for further investigation (n = 456). Of these, 310 participants underwent OGTT. MS was defined according to IDF, NCEP and modified WHO guidelines.

RESULTS

The prevalence of obesity and overweight were 6.8% and 11.5%, respectively. While MS was found in 2.3% of the total population according to IDF guidelines, its prevalence was increased among overweight and obese individuals. MS prevalence was similar by both IDF and NCEP definitions but higher according to WHO definition. Individuals with MS were consistent by both IDF and NCEP definitions (sensitivity = 100%, specificity = 99%, positive predictive value = 95.2%). IDF and WHO defined different individuals as having MS (sensitivity = 67.5%, specificity = 90%, positive predictive value = 67.5%).

CONCLUSIONS

Although not as high as in developed countries, MS prevalence determined in schoolchildren and adolescents in Turkey warrants preventive measures. MS diagnosis in one of every three obese children shows that MS is an important public health problem in Turkey as well.

Cardiovascular disease risk factors in a population-based sample of Norwegian children and adolescents

OBJECTIVE

The objective of the study was to describe the distribution of cardiovascular disease (CVD) risk factors, and to evaluate the extent of clustering of CVD risk factors in Norwegian children and adolescents.

MATERIAL AND METHODS

A randomly selected cohort of 9-year-olds and 15-year-olds from all regions of the country was sampled. Of 2,818 subjects invited to participate, 2,299 accepted, giving an overall participation rate of 82%.

RESULTS

Mean (SD) values for the main risk factors for 9-year-old and 15-year-old girls and boys were: total cholesterol (TC) (mmol/L) 4.49 (0.73), 4.37 (0.68), 4.19 (0.76) and 3.80 (0.69), respectively; triglycerides (TG) (mmol/L) 0.72 (0.33), 0.63 (0.32), 0.79 (0.32) and 0.82 (0.47), respectively; high density lipoprotein cholesterol (HDL-c) (mmol/L) 1.70 (0.35), 1.79 (0.40), 1.61 (0.34) and 1.42 (0.30), respectively; systolic blood pressure (mmHg) 102.6 (7.7), 103.3 (7.7), 109.0 (8.8) and 115.3 (9.0), respectively; and homeostasis model assessment score (HOMA) 1.29 (0.83), 1.19 (0.78), 2.10 (1.37) and 2.14 (1.49), respectively. At least five risk factors were found in 11.1 (95% confidence interval (CI) 8.76 to 13.44) times as many participants as expected. A significant degree of clustering of CVD risk factors was found in 11.4% (95% CI, 9.8 to 13.0) of the study population, and these had mean Z scores of 1.24 (0.06) and 1.04 (0.08) for the 9-year-olds and 15-year-olds, respectively.

CONCLUSION

This study presents national reference data on selected CVD risk factors in children and adolescents.

BMI and lipid levels in Mexican American children diagnosed with type 2 diabetes

PURPOSE

The purpose of this study was to determine potential associations between obesity as measured by body mass index (BMI) and lipid values in Mexican American (MA) children diagnosed with type 2 diabetes.

BACKGROUND

Obesity in children is considered to be an emerging epidemic that is accompanied by an increase in prevalence of type 2 diabetes. Literature shows that there is a direct and strong relationship between abnormal lipid levels and obesity in Caucasian and African American children without type 2 diabetes. However, it was unknown whether Mexican American children diagnosed with type 2 diabetes have abnormal lipid levels.

METHOD

A retrospective medical-record review was conducted on paediatric patients who received medical care from a military medical centre in the Southwest region of the United States. A convenience sample of records was used to study the relationship between obesity as measured by BMI and lipid levels in 49 Mexican American children diagnosed with type 2 diabetes. Total cholesterol, high-density lipoprotein (HDL), low-density lipoprotein (LDL), triglycerides (TG), and BMI were reviewed. Data were analysed using descriptive and logistic regression statistics.

FINDINGS

Ninety percent of the sample was obese and 75% had two or more abnormal lipid values. Abnormal levels of total cholesterol, HDL, and triglycerides were found to be statistically significant.

CONCLUSIONS

The main findings indicate that MA children diagnosed with type 2 diabetes had significant associations between obesity as measured by BMI and abnormal total cholesterol, HDL, and triglyceride levels. As the BMI increased, the probability of abnormal total cholesterol and triglyceride levels increased. Similarly, as the BMI increased, the probability of abnormal HDL values increased. Mexican American children in this study had obesity levels similar to those in a study by the National Center for Health Statistics. In this study a step has been taken toward understanding a physiologic marker for cardiovascular disease in children.

Depressive symptoms and the metabolic syndrome in childhood and adulthood: a prospective cohort study

OBJECTIVE

To examine the reciprocal associations between depressive symptoms and clinical definitions of the metabolic syndrome in childhood and adulthood.

DESIGN

Population-based prospective cohort study of 921 participants (538 women and 383 men) in Finland. The components of the metabolic syndrome were measured in childhood (mean age 12 years) and again in adulthood (mean age 33 years). A revised version of the Beck Depression Inventory was used to assess depressive symptoms at the mean ages of 24 and 33.

MAIN OUTCOME MEASURES

Metabolic syndrome defined by the National Cholesterol Education Program Adult Treatment Panel III (NCEP), the European Group for the Study of Insulin Resistance, and the International Diabetes Federation criteria.

RESULTS

In women, depressive symptoms were associated with increased risk of the metabolic syndrome in adulthood (odds ratio for NCEP metabolic syndrome per 1 SD increase in depressive symptoms 1.40, 95% confidence interval 1.05-1.85). The metabolic syndrome in childhood, in turn, predicted higher levels of depressive symptoms in adulthood (p = .03). In men, no associations were found between depressive symptoms and the clinical definitions of the metabolic syndrome.

CONCLUSION

The process linking depressive symptoms with the metabolic syndrome may go into both directions and may begin early in life.

Metabolic risk-factor clustering estimation in obese children

The purpose of this study was to apply the new approach for Metabolic Individual Risk-factor And Clustering Estimation (MIRACLE) score in a group of Spanish obese children and adolescents and to describe its relationship with other metabolic risk factors. 153 children with simple obesity were studied: 79 males and 74 females, mean age 11.2 +/- 2.2. Obesity was defined when BMI was higher than the age and sex specific equivalent to 30 kg/m2 in adults. MIRACLE score included: family history (early cardiovascular disease, type 2 diabetes, and hypertension), individual history (small for gestational age and ethnic origin), clinical features (BMI, waist circumference > 90th percentile and blood pressure > 95th percentile) and metabolic abnormalities (glucose intolerance or type 2 diabetes). It was assigned a value of 1 to "presence" and 0 to" absence" in every patient. The children were considered as having metabolic risk when at least 5 items were present. Triglycerides, HDL-cholesterol, apolipoprotein B, apolipoprotein A1, glucose and HOMA index, were measured too. The most frequent clinical features of MIRACLE score were: excess waist circumference (95.4%) and hypertension (41.8%). Family history criteria were frequent (55.3% for type 2 diabetes, 39.1% for hypertension and 31.3% for early cardiovascular disease). Individual risk factors were not frequent. Glucose intolerance was detected in 22.2% of the obese patients. A MIRACLE score > or = 5 was found in 37.4% of the children studied, being associated with a significant risk of dyslipidemia (triglycerides, p = 0.040; HDL-cholesterol, p = 0.006; LDL-cholesterol p = 0.038; apolipoprotein B, p = 0.008) only in females. In conclusion, the MIRACLE score is useful in order to detect metabolic risk in obese children but it seems necessary to improve the score, by including other features of the metabolic syndrome like lipid profile or indirect indicators of insulin resistance.

Association of arterial stiffness and endothelial dysfunction with metabolic syndrome in obese children

OBJECTIVE

We investigated whether metabolic syndrome, defined in 3 different ways (2 commonly used and 1 novel) is associated with arterial alterations in obese children.

STUDY DESIGN

The study group comprised 384 obese children age 2.5 to 18 years. Blood pressure, fasting blood glucose, blood insulin, plasma lipids, and body composition were measured. Noninvasive ultrasound measurements were obtained in 161 patients to investigate arterial mechanical properties and endothelial function.

RESULTS

The prevalence of metabolic syndrome was 10.4%. Intima-media thickness correlated positively with low-density lipoprotein cholesterol (r = .21; P < .01) and negatively with high-density lipoprotein cholesterol (r = -.17; P < .05). In adolescents (11 to 18 years), cross-sectional vascular compliance correlated negatively with abdominal fat (r = -.22; P = .02). The only synergistic effects among individual metabolic syndrome components was an effect of insulinemia and systolic blood pressure on cross-sectional compliance (4.05; P < .05). No significant difference in vascular variables was found between the patients with and without metabolic syndrome using any of the 3 definitions.

CONCLUSION

Metabolic syndrome in obese children is not related to arterial variables, whereas several of its individual components are associated with vascular alterations. These data suggest that the value of the metabolic syndrome as a predictor of future cardiovascular events in children remains to be prospectively evaluated. In the meantime, individual cardiovascular risk factors should be evaluated and controlled.

Impact of childhood metabolic syndrome components on the risk of elevated uric acid in adulthood: the Bogalusa Heart Study

BACKGROUND

Cross-sectional studies indicate metabolic syndrome is a risk factor for elevated serum uric acid. However, longitudinal data on this association are limited.

METHODS

Bogalusa Heart Study participants (n = 517) were examined as children, aged 5 to 17 years, and as adults 13 to 21 years later. Childhood metabolic syndrome components included the highest quartile (specific for year of age, race, sex, and study year) of body mass index, insulin resistance, blood pressure, and triglycerides and lowest quartile of HDL cholesterol. Metabolic syndrome was defined as the presence of 3 or more of these components and elevated serum uric acid, in adulthood, as values at or above the 90 percentile (specific for race and sex).

RESULTS

For males, after multivariate adjustment, the odds ratios (95% confidence interval) of elevated serum uric acid associated with high blood pressure, low HDL-cholesterol, high triglycerides, insulin resistance, and high body mass index were 2.61 (1.13, 6.03), 1.47 (0.57, 3.80), 1.30 (0.55, 3.08), 2.87 (1.23, 6.71), and 3.25 (1.36, 7.74), respectively. The analogous odds ratios for females were 2.12 (0.99, 4.54), 0.38 (0.14, 1.04), 1.16 (0.54, 2.46), 1.78 (0.83, 3.79), and 3.55 (1.73, 7.31), respectively. Males and females with the metabolic syndrome in childhood were 2.60 (1.08, 6.27) and 3.01 (1.34, 6.75) times more likely to have elevated serum uric acid as adults, respectively.

CONCLUSIONS

Metabolic syndrome and high body mass index in childhood were predictors of elevated uric acid in adulthood.

Metabolic syndrome rates in United States adolescents, from the National Health and Nutrition Examination Survey, 1999-2002

OBJECTIVE

To report the prevalence rates of the metabolic syndrome in a nationally representative sample of adolescents in the United States using 4 previously reported definitions of the syndrome.

STUDY DESIGN

Data from 12- to 19-year-old adolescents included in the National Health and Nutrition Examination Survey from 1999 to 2002 (NHANES 99-02) were analyzed by cross-sectional methods, by using 4 definitions of the metabolic syndrome previously applied to adolescents.

RESULTS

In NHANES 99-02, the prevalence of the metabolic syndrome in all teens varied from 2.0% to 9.4% of teens in the United States, depending on the definition used. In obese teens, these prevalence rates varied from 12.4% to 44.2%. In the group of obese teens, application of the definition by Cruz produced a metabolic syndrome prevalence rate of 12.4%; that of Caprio produced a rate of 14.1%. However, none of the normal weight or overweight teens met either definition. Application of the definition by Cook produced a prevalence rate of 7.8% in overweight teens and 44% in obese teens. The adult definition of metabolic syndrome produced a prevalence rate of 16% in overweight teens and 26% in obese teens.

CONCLUSIONS

In the period between 1999 and 2002, the prevalence rate of metabolic syndrome varied from just >9% to as low as 2% of adolescents overall. Different definitions of metabolic syndrome generated prevalence rates in obese adolescents that varied widely from 12% to 44%. For this syndrome to be a useful construct, a more standardized set of criteria may be needed.

Childhood predictors of the metabolic syndrome in adulthood. The Cardiovascular Risk in Young Finns Study

BACKGROUND

Obese youths may be susceptible to develop the metabolic syndrome (MS) later in life.

AIM

To study childhood predictors of MS in adulthood.

METHOD

Prospective cohort study including 2,195 subjects, aged 3-18 years at base-line in 1980, who were re-examined in 1983, 1986, and 2001.

RESULTS

In adults (aged 24-39 years) in 2001, the prevalence of MS (using the International Diabetes Federation criteria) was 19% in men and 12% in women. Multivariable logistic regression model selected obesity, male sex, high triglycerides, high insulin, high C-reactive protein (CRP), and family history of hypertension and type 2 diabetes, as independent predictors of adult MS. Youth obesity (body mass index (BMI)>80th age- and sex-specific percentile) was the strongest risk factor for MS. During the 21-year follow-up, there was an increasing trend in BMI, insulin, systolic blood pressure, and triglycerides, and a decreasing trend in high-density lipoprotein cholesterol in obese subjects who developed MS in adulthood compared to those obese subjects who did not develop MS.

CONCLUSIONS

Youth determinants of adult MS included obesity, high triglycerides, high insulin, high CRP, and family history of hypertension and type 2 diabetes. Identifying these risk factors at an early stage could help identifying children and adolescence at greater risk of developing MS later in life.

Metabolic syndrome in youths

The metabolic syndrome (MetS), characterized by a clustering of cardiovascular disease and type 2 diabetes (T2DM) risk factors, has become prevalent in children and adolescents in recent years. However, the reported prevalence data on the MetS in youths has varied markedly, in large part, because of the disagreement among the variously proposed definitions of the MetS. Obesity is defined by using body mass index, waist circumference, or percent overweight, pointing to the need for standardized use of anthropometric variables to define obesity with a well-defined reference year for each ethnic population. In addition, slightly different cutoff values are used for triglycerides, high-density lipoprotein cholesterol, blood pressure, and fasting plasma glucose. Therefore, International Diabetes Federation recently proposed unified, easy-to-use criteria for diagnosing the MetS in youths. To provide insight into the mechanisms underlying the MetS in youths, the degree of insulin sensitivity/resistance and its correlation with the serum lipid and blood pressure levels have been evaluated. In addition, the serum levels of adipocytokines, such as adiponectin, leptin, tumor necrosis factor-alpha, resistin, interleukin-6, plasminogen activator inhibitor-1, and their correlation with childhood obesity have been extensively investigated. Recommendations for future research include exploring ways to assess visceral adiposity, to identify better biochemical markers for prediction of T2DM and disease progression, and to effectively intervene to prevent the MetS in youths.

Childhood predictors of young-onset type 2 diabetes

OBJECTIVE

Optimal prevention of young-onset type 2 diabetes requires identification of the early-life modifiable risk factors. We aimed to do this using longitudinal data in 1,604 5- to 19-year-old initially nondiabetic American Indians.

RESEARCH DESIGN AND METHODS

For type 2 diabetes prediction, we derived an optimally weighted, continuously distributed, standardized multivariate score (zMS) comprising commonly measured metabolic, anthropometric, and vascular traits (i.e., fasting and 2-h glucose, A1C, BMI, waist circumference, fasting insulin, HDL cholesterol, triglycerides, and blood pressures) and compared the predictive power for each feature against zMS.

RESULTS

In separate Cox proportional hazard models, adjusted for age, sex, and ethnicity, zMS and each of its component risk factors were associated with incident type 2 diabetes. Stepwise proportional hazards models selected fasting glucose, 2-h glucose, HDL cholesterol, and BMI as independent diabetes predictors; individually, these were weaker predictors than zMS (P < 0.01). However, a parsimonious summary score combining only these variables had predictive power similar to that of zMS (P = 0.33). Although intrauterine diabetes exposure or parental history of young-onset diabetes increased a child's absolute risk of developing diabetes, the magnitude of the diabetes-risk relationships for zMS and the parsimonious score were similar irrespective of familial risk factors.

CONCLUSIONS

We have determined the relative value of the features of the metabolic syndrome in childhood for the prediction of subsequent type 2 diabetes. Our findings suggest that strategies targeting obesity, dysregulated glucose homeostasis, and low HDL cholesterol during childhood and adolescence may have the most success in preventing diabetes.

Metabolic risk-factor clustering estimation in children: to draw a line across pediatric metabolic syndrome

BACKGROUND

The diagnostic criteria of the metabolic syndrome (MS) have been applied in studies of obese adults to estimate the metabolic risk-associated with obesity, even though no general consensus exists concerning its definition and clinical value. We reviewed the current literature on the MS, focusing on those studies that used the MS diagnostic criteria to analyze children, and we observed extreme heterogeneity for the sets of variables and cutoff values chosen.

OBJECTIVES

To discuss concerns regarding the use of the existing definition of the MS (as defined in adults) in children and adolescents, analyzing the scientific evidence needed to detect a clustering of cardiovascular risk-factors. Finally, we propose a new methodological approach for estimating metabolic risk-factor clustering in children and adolescents.

RESULTS

Major concerns were the lack of information on the background derived from a child's family and personal history; the lack of consensus on insulin levels, lipid parameters, markers of inflammation or steato-hepatitis; the lack of an additive relevant effect of the MS definition to obesity per se. We propose the adoption of 10 evidence-based items from which to quantify metabolic risk-factor clustering, collected in a multilevel Metabolic Individual Risk-factor And CLustering Estimation (MIRACLE) approach, and thus avoiding the use of the current MS term in children.

CONCLUSION

Pediatricians should consider a novel and specific approach to assessing children/adolescents and should not simply derive or adapt definitions from adults. Evaluation of insulin and lipid levels should be included only when specific references for the relation of age, gender, pubertal status and ethnic origin to health risk become available. This new approach could be useful for improving the overall quality of patient evaluation and for optimizing the use of the limited resources available facing to the obesity epidemic.

[Metabolic syndrome in childhood]

The World Health Organization has described obesity as the world epidemic of the twentieth century, ranking as the main problem in public health. In Spain, the enKid study, undertaken in a population aged between 2 and 24 years, shows prevalences of 13.9 % for obesity and 12.4 % for overweight. Longitudinal studies suggest that childhood obesity after the age of 3 years correlates with a greater risk of obesity in adulthood, with an increase in morbility and mortality due to the persistence of associated metabolic disorders. Among these disorders is the metabolic syndrome, defined as the association of several risk factors that herald arteriosclerotic cardiovascular disease and type 2 diabetes in adulthood, with insulin resistance playing a major role in its pathophysiology. Despite its importance, there is still no universally accepted pediatric definition of this syndrome, hampering exact knowledge of its scope, although the prevalence observed in numerous studies performed in obese pediatric patients ranges from 20-30 %.

Weight loss in obese African American and Caucasian adolescents: secondary analysis of a randomized clinical trial of behavioral therapy plus sibutramine

BACKGROUND

Obesity, a major risk factor for cardiovascular disease, is more prevalent in African American adolescents than in their Caucasian counterparts. Effective weight loss treatment options are required to aid in the reduction of this health disparity. The purpose of this study, a secondary analysis of data collected as part of a double-blind, randomized clinical trial of behavioral and pharmacologic weight loss, was to examine and compare changes in weight loss and cardiometabolic risk factors in African American and Caucasian adolescents.

METHODS

Analysis included 34 African American and 45 Caucasian obese boys and postmenarcheal girls. The participants were randomized to family-based behavioral therapy plus placebo or family-based behavioral therapy plus sibutramine. Changes in weight, body mass index, % body mass index, fasting glucose, insulin, homeostatically assessed insulin resistance, and lipid levels were measured at baseline and month 6.

RESULTS

Mean age was 14.1 years (range 13-17 years). Average body mass index was 37.8 kg/m (32-44). Retention was 88.2% for African American adolescents and 91% for Caucasian adolescents. At baseline, African American adolescents had lower waist circumferences, triglycerides, serum glucose, and higher high-density lipoprotein cholesterol levels. At month 6, percent change in body mass index and weight loss was significantly greater in the Caucasian drug group than in placebo, whereas the weight loss for African Americans in the drug group versus those in the placebo group was not significant but had a medium effect size (Cohen d = 0.64). Irrespective of treatment group, those losing >5% of initial BMI had significant reductions in waist circumference. Caucasians had significant reductions in triglycerides, high-density lipoprotein cholesterol, glucose, insulin, and homeostatically assessed insulin resistance levels; African American responders had significant reductions in triglycerides, insulin, and homeostatically assessed insulin resistance.

CONCLUSION

Sibutramine impacted reductions in weight loss in both African American and Caucasian teens. Weight loss, whether by behavioral therapy alone or in combination with pharmacotherapy, produced beneficial changes in cardiometabolic risk factors in adolescents from both racial groups. Limitations included a small sample size. Longer-term obesity intervention studies addressing retention, acceptability, safety, and treatment effect on cardiometabolic risk are critical to reducing health disparities.

Instability in the diagnosis of metabolic syndrome in adolescents

BACKGROUND

Factor analyses suggest that the structure underlying metabolic syndrome is similar in adolescents and adults. However, adolescence is a period of intense physiological change, and therefore stability of the underlying metabolic structure and clinical categorization based on metabolic risk is uncertain.

METHODS AND RESULTS

We analyzed data from 1098 participants in the Princeton School District Study, a school-based study begun in 2001-2002, who were followed up for 3 years. We performed factor analyses of 8 metabolic risks at baseline and follow-up to assess stability of factor patterns and clinical categorization of metabolic syndrome. Metabolic syndrome was defined using the current American Heart Association/National Heart, Lung, and Blood Institute definition for adults (AHA), a modified AHA definition used in prior pediatric metabolic syndrome studies (pediatric AHA), and the International Diabetes Federation (IDF) guidelines. We found that factor structures were essentially identical at both time points. However, clinical categorization was not stable. Approximately half of adolescents with baseline metabolic syndrome lost the diagnosis at follow-up regardless of the definitions used: pediatric AHA=56% (95% confidence interval [CI], 42% to 69%), AHA=49% (95% CI, 32% to 66%), IDF=53% (95% CI, 38% to 68%). In addition to loss of the diagnosis, new cases were identified. Cumulative incidence rates were as follows: pediatric AHA=3.8% (95% CI, 2.8% to 5.2%); AHA=4.4% (95% CI, 3.3% to 5.9%); IDF=5.2% (95% CI, 4.0% to 6.8%).

CONCLUSIONS

During adolescence, metabolic risk factor clustering is consistent. However, marked instability exists in the categorical diagnosis of metabolic syndrome. This instability, which includes both gain and loss of the diagnosis, suggests that the syndrome has reduced clinical utility in adolescence and that metabolic syndrome-specific pharmacotherapy for youth may be premature.

Mining Three-Dimensional Anthropometric Body Surface Scanning Data for Hypertension Detection

Hypertension is a major disease, being one of the top ten causes of death in Taiwan. The exploration of three-dimensional (3-D) anthropometry scanning data along with other existing subject medical profiles using data mining techniques becomes an important research issue for medical decision support. This research attempts to construct a prediction model for hypertension using anthropometric body surface scanning data. This research adopts classification trees to reveal the relationship between a subject's 3-D scanning data and hypertension disease using the hybrid of the association rule algorithm (ARA) and genetic algorithms (GAs) approach. The ARA is adopted to obtain useful clues based on which the GA is able to proceed its searching tasks in a more efficient way. The proposed approach was experimented and compared with a regular genetic algorithm in predicting a subject's hypertension disease. Better computational efficiency and more accurate prediction results from the proposed approach are demonstrated.

Psychological underpinnings of metabolic syndrome

Metabolic syndrome (MS) is more common among socio-economically disadvantaged individuals and is associated with certain risky lifestyle practices. MS also appears to be triggered by adverse social circumstances and chronic stress. The present paper reviews accumulating evidence to imply that individuals who have certain personality and behaviour traits are particularly predisposed to develop MS, and brings together theories that relate to possible psychological mechanisms underlying MS. It considers how such factors might interact causally to encourage the development of MS. As part of the EU-funded LIPGENE Integrated Project, multi-level modelling will be undertaken to explore potential pathways to MS, taking into consideration the interplay between a range of psycho-social, demographic, cultural and lifestyle factors thought to contribute to the development of MS. Data will be gathered for this purpose from a representative sample of >50-year-olds living in Britain (n 1000) and Portugal (n 500). It is anticipated that this information will assist in the development and targetting of future intervention to prevent and treat MS in the normal population.

Metabolic syndrome in a multiethnic sample of school children: implications for the pediatric nurse

There is lack of translational work that may assist the pediatric nurse in identifying the child who is at risk for metabolic syndrome. Early identification of the syndrome could assist pediatric health care providers in intervening and in lowering child health risks. Fasting serum insulin, metabolic syndrome criteria, and dietary intake were examined in a multiethnic sample of children aged 9-15 years. Forty-seven percent had two or more risk factors for metabolic syndrome, and 28% had three or more risk factors. Insulin levels were negatively correlated with the recommended dietary allowance. A regression model, including gender, age, race, body mass index, serum glucose, high-density lipoprotein cholesterol, triglycerides, and blood pressure, explained 48% of insulin variance.