A semiparametric analysis of the relationship of body mass index to mortality

OBJECTIVES: I used a semi-parametric analysis of the relationship between body mass index (BMI) and mortality to assess the adequacy of conventional BMI categories for planning public health programs to reduce mortality. METHODS: I linked supplements from the 1987 and 1989 versions of the National Health Interview Survey to the 1995 Multiple Cause of Death File to obtain mortality information. I constructed nonlinear estimates of the association between BMI and mortality using a semiparametric regression technique. RESULTS: The mortality risk among "normal" weight men (i.e., those in the BMI range of 20 to 25 kg/m(2)) was as high as that among men in the mild obesity category (BMIs of 30-35 kg/m(2)), with a minimum risk observed at a BMI of approximately 26 kg/m(2). Among women, the mortality risk was smallest at approximately 23 to 24 kg/m(2), with the risk increasing steadily with BMIs above 27 kg/m(2). In each specification, the slope of the line was small and volatile through the BMI range of 20 to 35 kg/m(2), suggesting negligible risk differences with minor differences in weight for much of the population. CONCLUSIONS: Traditional BMI categories do not conform well to the complexities of the BMI-mortality relationship. In concurrence with conclusions from previous literature, I found that the current definitions of obesity and overweight are imprecise predictors of mortality risk.     

Age and race impact the association between BMI and CVD mortality in women

OBJECTIVES: In previous studies, we have shown that obesity is associated with increased cardiovascular disease (CVD) mortality in white women but not in black women. Earlier research suggests that body mass index (BMI) has a greater effect on CVD mortality in younger white females than older white females, whereas this relationship in black women is not as clear. This study examines the effect of age on the association of BMI to CVD in black and white women. METHODS: The Black Pooling Project includes data on 2,843 black women with 50,464 person-years of follow-up, and 12,739 white women with 214,606 person-years of follow-up. A Cox proportional hazards model was used to examine the association between BMI and CVD mortality for specific age/race groups. The younger group was < 60 years of age and the older group was > 60 years of age. RESULTS: In younger white women, the relative risk (95% confidence interval [CI]) for CVD mortality was significant in obese women (BMI > 30 kg/m2) vs. women of normal weight (BMI 18.5-24.9 kg/m2) (1.59 [CI 1.20, 2.09]). Similarly, in older white women, the relative risk for CVD mortality in obese women vs. women of normal weight was significant (1.21 [CI 1.04, 1.41]). There were no such associations for black women. Overweight (BMI 25-29.9 kg/m2) was not associated with increased risk in black or white women. CONCLUSION: These findings indicate that obesity is associated with a significantly greater risk of CVD mortality among white women, with the strongest association among white women < 60 years of age.     

Impact of obesity on influenza compared to pneumonia hospitalization outcomes

ObjectivesPrevious literature has suggested that obesity impacts mortality risk differently in bacterial versus viral infections. This study sought to further elucidate this association in pneumonia versus influenza.DesignRetrospective cohort study.Setting and participantsData were collected from the US Nationwide Readmission Database from 2013 to 2014.MethodsPatients were categorized into three weight groups: normal weight (BMI 18.5–25.0 kg/m²), obese (BMI 30–40.0 kg/m²), and morbidly obese (BMI ≥ 40 kg/m²). To minimize confounding, we excluded patients with a history of smoking, alcoholism, or chronic wasting conditions, as suggested by the Global BMI Mortality Collaboration. To further isolate obesity from baseline differences across cohorts, we performed a three-way propensity matching analysis. The association between body weight and in-hospital all-cause 30-day mortality was assessed using Cox proportional hazard regression analysis.Results132,965 influenza and 34,177 pneumonia hospitalizations were identified. For patients with influenza, obesity (hazard ratio [HR]: 1.51; 95% CI: 1.01–2.26) and morbid obesity (HR: 1.64; 95% CI: 1.10–2.44) were associated with higher in-hospital 30-day mortality compared to normal weight. For pneumonia, obesity (HR, 0.41; 95% CI, 0.20–0.84) and morbid obesity (HR, 0.49; 95% CI, 0.25–0.96) were associated with reduced 30-day mortality compared to normal weight.Conclusions and implicationsObesity may increase 30-day mortality risk during influenza hospitalization but provide mortality benefit in pneumonia, a divergent effect not adequately explained by lower admission threshold.     

Body-Mass Index and Mortality in Incident Dementia: A Cohort Study on 11,398 Patients From SveDem,the Swedish Dementia Registry

BackgroundBody mass index (BMI) is used worldwide as an indirect measure of nutritional status and has been shown to be associated with mortality. Controversy exists over the cut points associated with lowest mortality, particularly in older populations. In patients suffering from dementia, information on BMI and mortality could improve decisions about patient care.ObjectivesThe objective was to explore the association between BMI and mortality risk in an incident dementia cohort.DesignCohort study based on SveDem, the Swedish Quality Dementia Registry; 2008–2011.SettingSpecialist memory clinics, Sweden.ParticipantsA total of 11,398 patients with incident dementia with data on BMI (28,190 person-years at risk for death).Main outcome measuresHazard ratios and 95% confidence intervals for mortality associated with BMI were calculated, controlling for age, sex, dementia type, results from Mini-Mental State Examination, and number of medications. BMI categories and linear splines were used.ResultsHigher BMI was associated with decreased mortality risk, with all higher BMI categories showing reduced risk relative to patients with BMI of 18.5 to 22.9 kg/m², whereas underweight patients (BMI <18.5 kg/m²) displayed excess risk. When explored as splines, increasing BMI was associated with decreased mortality risk up to BMI of 30.0 kg/m². Each point increase in BMI resulted in an 11% mortality risk reduction in patients with BMI less than 22.0 kg/m², 5% reduction when BMI was 22.0 to 24.9 kg/m², and 3% risk reduction among overweight patients. Results were not significant in the obese weight range. Separate examination by sex revealed a reduction in mortality with increased BMI up to BMI 29.9 kg/m² for men and 24.9 kg/m² for women.ConclusionHigher BMI at the time of dementia diagnosis was associated with a reduction in mortality risk up to and including the overweight category for the whole cohort and for men, and up to the normal weight category for women.     

Elevated body mass index increases the risk of cardiovascular events in hypertensive patients accompanied with obstructive sleep apnea: A cohort study

BackgroundEffects of body mass index (BMI) on cardiovascular events are inconsistent. We aimed to investigate the association of BMI with cardiovascular events in hypertensives with obstructive sleep apnea (OSA).MethodsHypertensives with OSA diagnosed with polysomnography between 2011 and 2013 in UROSAH cohort were followed up till Jan 2021. Outcomes were non-fatal cardiovascular events and cardiac death. Cox regression was used to estimate the relationship of continuous and categorical BMI with total and specific outcomes. Sensitivity analyses were performed by excluding those on OSA treatment or underweight patients. Stratified analyses were conducted by parameters including sex and age.Results2239 hypertensives with OSA were included with 405 normal weight (BMI<25 kg/m²), 1164 overweight (25–29.9 kg/m²) and 670 obesity (≥30 kg/m²). 206 non-fatal cardiovascular events and 18 cardiac death were recorded during 6.6 years follow-up. Compared with normal weight group, overweight (HR=1.53, 95%CI: 1.01–2.32, P = 0.047) and obesity groups (1.85, 1.19–2.86, P = 0.006) showed increased risk for cardiovascular events, significant in obesity group and marginal in overweight group in fully-adjusted model. In specific events, obesity showed significantly elevated HR for non-fatal cardiovascular events (1.64, 1.04–2.60, P = 0.035). Continuous BMI showed significantly increased HR for total and specific events in all models. Sensitivity analysis yielded consistent results. In stratification analysis, stronger association between obesity and cardiovascular events was observed in the young (HR=5.97, P interaction=0.030).ConclusionsBMI is in positive association with cardiovascular events in hypertensives with OSA, emphasizing importance of maintaining healthy BMI for prevention of adverse events in this population, on the basis of guideline-recommended treatment.     

2型糖尿病患者体重指数与死亡风险的前瞻性研究

  目的  探讨体重指数（body mass index,BMI）与2型糖尿病患者全死因死亡风险的关联。  方法  研究对象为江苏省苏南、苏北地区纳入国家基本公共卫生服务管理的17 638名2型糖尿病患者,应用Cox比例风险回归模型计算基线时不同BMI组人群在随访期间的全死因死亡风险（hazard ratio,HR）值及95%置信区间（confidence interval,CI）。  结果  研究对象累计随访77 451人年,平均随访4.39年,随访期间共死亡1 274人,低体重组BMI < 18.5 kg/m2、正常体重组（18.5 kg/m2 ≤ BMI < 24.0 kg/m2）、超重组（24.0 kg/m2 ≤ BMI < 28.0 kg/m2）、肥胖组（BMI ≥ 28.0 kg/m2）死亡人数分别为39人、575人、484人和176人,相应的死亡率分别为15.6%、9.5%、6.2%、5.1%。调整混杂因素后,以正常体重组为参照,低体重组、超重组、肥胖组死亡风险的HR值（95%CI）分别为1.66（95%CI:1.20~2.30）,0.68（95%CI:0.61~0.77）,0.58（95%CI:0.48~0.68）。  结论  在2型糖尿病患者中,与正常体重人群相比,低体重人群的全死因死亡风险最高,超重和肥胖人群的死亡风险较低,超重和肥胖可以降低2型糖尿病患者死亡风险。     

Body mass index and mortality: results of a cohort of 184,697 adults in Austria

There is still a debate about the role of body mass index (BMI) as a risk factor for all-cause mortality. Most investigations with large sample sizes focused on populations from the United States, studies from Central-European cohorts are not available. We investigated the association between BMI and all-cause mortality and cause-specific mortality within a cohort in Austria. Design of this article is “Cohort study”. The Subjects used were 184,697 men and women (mean age 41.7 ± 15.4 years). Weight and height were measured. Cox proportional hazards models were used to estimate hazard ratios (HR). During a median follow-up of 15.1 years 15,557 deaths (6,077 from cardiovascular disease, 4,443 from cancer and 606 from respiratory disease) were seen. A U-shaped association between BMI and all-cause mortality was observed in men and women. Compared with the reference category (BMI 22.5–24.9 kg/m2) high risks were found both in the highest category of BMI (≥35 kg/m²) with HR of 2.13 (95% CI, 1.82–2.48) in men and 1.60 (95% CI, 1.42–1.81) in women and in the lowest category (<18.5 kg/m2) with HR of 2.57 (95% CI, 2.17–3.05) in men and 1.40 (95% CI, 1.21–1.62) in women. Similar patterns were seen among ever-smokers and non-smokers. Increased mortality with increasing BMI was driven by cardiovascular diseases and to a lesser extent by cancers. Respiratory diseases contributed to mortality in the lowest BMI category independently from smoking status. Underweight and obesity were both associated with higher all-cause mortality in men and women. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Impact of overweight and obesity on medical care costs, all-cause mortality, and the risk of cancer in Japan

We conducted three prospective cohort studies that examined the association between body mass index (BMI) and health outcomes in Japan. Our studies found statistically significant relationships between excess body weight and increased medical costs, all-cause mortality, and risk of cancer incidence. There was a U-shaped association between BMI and mean total costs. The estimated excess costs attributable to overweight and obesity was 3.2% of the total costs. This 3.2% is within the range reported in studies in Western countries (0.7%-6.8%). We observed statistically significant elevations in mortality risk in obese (BMI> or = 30.0 kg/m(2)) women and lean (BMI<18.5 kg/m(2)) men and women. Our prospective cohort study found statistically significant relationships between excess weight and increased risk in women of all cancers. The population attributable fraction (PAF) of all incident cancers in this population that were attributable to overweight and obesity were 4.5% in women, which were within the range reported from Western populations, from 3.2% for US women to 8.8% for Spanish women. Our data suggests that excess body weight is a problem not only in Western countries but also in Japan.     

Initial BMI and Weight Loss over Time Predict Mortality in Parkinson Disease

ObjectivesAlthough weight loss is a frequent symptom in Parkinson disease (PD), there have been few studies on the association between body mass index (BMI) and mortality. The objective of this study was to investigate the association between BMI and change in BMI at diagnosis in patients with PD and all-cause mortality.DesignCohort study using Korean National Health Insurance Service–Elderly Cohort data.Setting and ParticipantsPatients with new-onset PD were selected using the International Classification of Diseases 10th edition code (G20). Then, patients who were diagnosed more than 3 times with PD and had been prescribed anti-parkinsonian medication for ≥30 days were included. Those with a combined diagnosis of atypical parkinsonism and secondary parkinsonism were excluded.MethodsThe primary outcome was all-cause mortality. Anthropometric data, including height and weight, were obtained from the health screening data to calculate BMI. The Cox proportional hazards model was used to assess mortality risk by BMI.ResultsAmong the 2703 patients with PD, 492 (18.20%) died during the 11-year follow-up period. There was a significant inverse dose-response relationship between baseline BMI and mortality [<18.5 kg/m²: hazard ratio (HR), 1.872, 95% CI, 1.338–2.494; 23–25 kg/m²: HR, 0.695, 95% CI, 0.546–0.886; 25–30 kg/m²: HR, 0.644, 95% CI, 0.476–0.869; ≥30 kg/m²: HR, 0.396, 95% CI, 0.165–0.950]. Change in BMI of 10% revealed a significant association with mortality. Subgroup analyses by sex showed a significant inverse dose-response relationship between BMI and all-cause mortality only in women.Conclusions and ImplicationsWe demonstrated an inverse dose-response association between BMI at diagnosis and mortality in patients with PD, especially in women. Early detection of PD before weight loss progression and proper management might improve mortality. The small number of obese PD participants in our study should be considered when interpreting and generalizing results.     

Body Mass Index and Mortality in a Prospectively Studied Cohort of Scandinavian Women: The Women’s Lifestyle and Health Cohort Study

Overweight and obesity increase the risk of numerous chronic diseases, including several forms of cancer. However, the association between excess body weight and all-cause mortality among young and middle-aged women is incompletely known, and the impact of menopausal status on the association has hardly been investigated. We studied prospectively a cohort comprising a population sample of 102,446 women from Norway and Sweden aged 30–50 years when they answered an extensive questionnaire in 1991/1992. During follow-up through year 2000, 1187 women in the cohort died. We used Cox proportional hazard models to estimate multivariate Hazard rate ratios (HRR) with 95% confidence intervals (CI) of death in relation to body mass index (BMI, weight (kg)/height (m²)) at start of follow-up. Both in age-adjusted models and in models adjusting for several variables (including smoking and physical activity) mortality increased with increasing BMI among premenopausal women, whereas a U-shaped relationship was seen among the postmenopausal women. Among premenopausal women obesity (BMI 30.0) doubled the mortality (HRR = 2.2, 95% CI: 1.7–3.0) when compared to women of normal weight (BMI 18.5–24.9), whilst the association was modest after menopause. Although we had limited power to analyze women who were underweight (BMI<18.5), an excess mortality of about 50% was seen among postmenopausal women. No excess risk was found for underweight premenopausal women. The data indicate that the rapidly growing prevalence of obesity in many Western countries will substantially increase premature deaths among young women.     

Body mass index and mortality in middle-aged Korean women

PURPOSE: We sought to evaluate the association between body mass index (BMI) and mortality in Korean women and to determine whether the association differs depending on menopausal status. METHODS: A total of 338,320 Korean women ages 40 to 64 years categorized into seven groups by BMI level were prospectively followed for mortality from approximately 1994 to 2004. RESULTS: Multivariable-adjusted analysis using Cox proportional hazards model showed a U-shaped association between BMI and all-cause deaths, with the lowest risk at BMI between approximately 25 and 26.9 kg/m2, even after excluding earlier deaths, which did not change when we did a stratified analysis according to menopausal status. A U-shaped association was observed between BMI and cancer death, and the risk associated with low BMI decreased significantly after excluding earlier cancer deaths. There was a J-shaped association between BMI and coronary heart disease (CHD) with a significantly increased risk at greater BMI (>26 kg/m2). Additional adjustment for possible biological effects of obesity (i.e., serum total cholesterol, glucose, and systolic blood pressure) changed the U-shaped association between BMI and all-causes mortality into an inverse shape and substantially reduced the size of risk for CHD death associated with high BMI level. In stratified analysis, the association between BMI and CHD was positive linear in women at premenopausal status, whereas it was U-shaped in women at postmenopausal status. CONCLUSIONS: Obesity was associated with an increased risk of mortality in both premenopausal and postmenopausal Korean women, indicating that preventive strategies to control obesity are important even in population with a relatively low mean BMI level.     

Body Mass Index and Disability in Chinese Nonagenarians and Centenarians

ObjectivesTo examine the potential association between body mass index (BMI) and activities of daily living (ADLs) and instrumental activities of daily living (IADLs) disabilities in a population-based sample of Chinese nonagenarians and centenarians.MethodsThis study analyzed data obtained from a survey conducted in 870 elderly Chinese adults aged 90 years or older in Dujiangyan. The participants were divided into 4 groups according to the World Health Organization (WHO) Asia criteria of underweight, normal weight, overweight, and obesity in BMI (<18.5, 18.5–23.0, 23.0–25.0, ≥25.0 kg/m², respectively) and to BMI quartile (<16.8, 16.8–18.9, 18.9–21.1, ≥21.1 kg/m², respectively). The ADL and IADL disabilities were measured using the physical self-maintenance scale (PSMS) and IADL scale developed by Lawton and Brody, respectively.ResultsThe participants included in the current statistical analyses were 233 men and 505 women. The mean age was 93.5 ± 3.2 years (ranging from 90 to 108 years). Using the WHO Asia criteria, the prevalence of underweight and obesity were 43.9% and 6.6%, respectively. In long-lived women, the prevalence of ADL and IADL disabilities was significantly higher in either the underweight group (39.4% and 72.9%, respectively) or the obesity group (38.1% and 77.7%, respectively) compared with the normal weight group (31.4% and 60.8%, respectively). After adjusting for relevant covariates, the underweight group and obesity group showed significantly increased odds ratios (ORs) for either ADL (1.5 and 1.8, respectively) or IADL disability (1.9 and 1.4, respectively). Similar results were found when using the BMI quartile. However, in long-lived men, no significant difference was found with respect to the prevalence of ADL or IADL disability and adjusted ORs among the different BMI groups.ConclusionsAmong Chinese long-lived adults, the risk of ADL and IADL disability was higher for women with both extremely low and high BMIs, but this pattern was not found in men.     

Cause-specific mortality in old age in relation to body mass index in middle age and in old age: follow-up of the Whitehall cohort of male civil servants

BACKGROUND: The relevance of body mass index (BMI) to cause-specific mortality in old age is uncertain. OBJECTIVES: To examine cause-specific 5 year mortality in old age by BMI in old age and middle age (40-69 years). METHODS: Cox proportional hazards for mortality rates among 4862 former male civil servants in relation to quartiles of BMI measured when screened in 1968-70 and when resurveyed in 1997-98 (median age 76 years). RESULTS: The association between all-cause mortality after resurvey and BMI in old age was U-shaped with hazard ratios (HRs) of 1.3 (95% CI 1.1-1.5) for the lightest and heaviest categories relative to the middle two. Among 'healthy' men the lightest (<22.7 kg/m2) had greatest all-cause mortality. The heaviest men (>26.6 kg/m2) had increased risk of cardiovascular disease (CVD) mortality in the first two years or for the whole period if never-smokers. Respiratory mortality was inversely associated with BMI in old age [adjusted HR for trend per BMI category increase 0.6 (0.5-0.7)] but cancer mortality lacked a clear pattern. Net gain or loss of 10 kg or more between middle and old age was a strong predictor of all-cause and CVD mortality. CONCLUSIONS: The shape of the association between BMI in old age and mortality differs by cause of death. Major weight change over time is a warning signal for higher CVD mortality. Having BMI<22.7 kg/m2 in old age is associated with above-average mortality rates even if apparently healthy.     

Association of obesity with illness severity in hospitalized patients with COVID-19: A retrospective cohort study

BackgroundAlthough recent studies have shown an association between obesity and adverse coronavirus disease 2019 (COVID-19) patient outcomes, there is a paucity in large studies focusing on hospitalized patients. We aimed to analyze outcomes associated with obesity in a large cohort of hospitalized COVID-19 patients.MethodsWe performed a retrospective study at a tertiary care health system of adult patients with COVID-19 who were admitted between March 1 and April 30, 2020. Patients were stratified by body mass index (BMI) into obese (BMI ≥ 30 kg/m 2) and non-obese (BMI < 30 kg/m 2) cohorts. Primary outcomes were mortality, intensive care unit (ICU) admission, intubation, and 30-day readmission.ResultsA total of 1983 patients were included of whom 1031 (51.9%) had obesity and 952 (48.9%) did not have obesity. Patients with obesity were younger (P < 0.001), more likely to be female (P < 0.001) and African American (P < 0.001) compared to patients without obesity. Multivariable logistic models adjusting for differences in age, sex, race, medical comorbidities, and treatment modalities revealed no difference in 60-day mortality and 30-day readmission between obese and non-obese groups. In these models, patients with obesity had increased odds of ICU admission (adjusted OR, 1.37; 95% CI, 1.07?1.76; P = 0.012) and intubation (adjusted OR, 1.37; 95% CI, 1.04?1.80; P = 0.026).ConclusionsObesity in patients with COVID-19 is independently associated with increased risk for ICU admission and intubation. Recognizing that obesity impacts morbidity in this manner is crucial for appropriate management of COVID-19 patients.     

Maternal obesity and the risk of infant death in the United States

BACKGROUND: Maternal obesity (defined as prepregnancy body mass index [BMI] >or=30 kg/m) is associated with increased risk of neonatal death. Its association with infant death, postneonatal death, and cause-specific infant death is less well-characterized. METHODS: We studied the association between maternal obesity and the risk of infant death by using 1988 US National Maternal and Infant Health Survey data. A case-control analysis of 4265 infant deaths and 7293 controls was conducted using SUDAAN software. Self-reported prepregnancy BMI and weight gain were used in the primary analysis, whereas weight variables in medical records were used in a subset of 4308 women. RESULTS: Compared with normal weight women (prepregnancy BMI = 18.5-24.9 kg/m) who gained 0.30 to 0.44 kg/wk during pregnancy, obese women had increased risk of neonatal death and overall infant death. For obese women who had weight gain during pregnancy of <0.15, 0.15 to 0.29, 0.30 to 0.44, and >or=0.45 kg/wk, the adjusted odds ratios of infant death were 1.75 (95% confidence interval = 1.28-2.39), 1.42 (1.07-1.89), 1.59 (1.00-2.51), and 2.87 (1.98-4.16), respectively. Nonobese women with very low weight gain during pregnancy also had a higher risk of infant death. The subset with weight information from medical records had similar results for recorded prepregnancy BMI and weight gain. Maternal obesity was associated with neonatal death from pregnancy complications or disorders relating to short gestation and unspecified low birth weight. CONCLUSIONS: Maternal obesity is associated with increased overall risk of infant death, mainly neonatal death.     

Joint association of body mass index and central obesity with cardiovascular events and all-cause mortality in prediabetic population: A prospective cohort study

ObjectiveTo assess the joint association of body mass index (BMI) and central obesity with cardiovascular events and all-cause mortality in prediabetic population.MethodsAltogether 18,703 participants with prediabetes completed follow-up between June 2006 and December 2015 were included in the analyses. Prediabetes was defined as fasting plasma glucose level 5.6–6.9 mmol/L, and without history of diabetes or currently use of hypoglycemic agents. Participants were classified according to the baseline status of BMI as well as the absence/presence of central obesity. We examined these associations in men and women separately.ResultsThe mean age was 51.5 ± 11.1 years, and 85.6% (N = 16,002) were male. During a median follow up of 9.0 (interquartile range 8.7–9.2) years, 848 and 88 major CV events occurred in men and women, respectively. Besides, 1111 men and 89 women died. Compared with men of BMI 22–23.9 kg/m² and without central obesity, the risk of CV events was increased among men with higher BMI and central obesity (HR 1.32 (95% CI: 1.05–1.67) for BMI 24–27.9 kg/m² and 1.31 (1.03–1.66) for BMI ≥ 28 kg/m², respectively); and the risk of all-cause mortality was the lowest among men of BMI 24–27.9 kg/m² but without central obesity (0.75, 0.61–0.92). We found no such association in women.ConclusionAmong men with prediabetes, both BMI and waist circumference should be included when evaluating the risks of major CV events and mortality. Measurement of adiposity constitutes a simple and cost-effective strategy to identify those at high-risk population in prediabetes.     

School performance as a predictor of adulthood obesity: a 21-year follow-up study

We examined the impact of school performance measured in terms of grade point averages (GPAs) in early and middle adolescence (ages 9, 12, and 15), and the impact of school performance throughout the different school stages on adult obesity. The participants were 732 healthy women and men derived from a population-based Cardiovascular Risk in Young Finns Study. GPAs were measured at the ages of 9, 12, and 15. The body mass index (BMI; kg/m2), and the waist circumference (WC) were conducted participants being aged 27 or 30. Birth weight, childhood BMI, adulthood physical activity, maternal and paternal BMI, and maternal education were controlled for. The results showed that low GPAs in each measurement and low GPAs throughout the comprehensive school were a risk factor of adulthood obesity, but only among women. The association remained when controlling for potential confounding variables (p-values in the fully adjusted models 0.026, 0.007, and 0.004 at the ages of 9, 12, and 15, respectively). The results were similar when the BMI was used as a dichotomous variable (BMI ≥ 30 and BMI < 30). Low school performance has previously been associated with higher rates of smoking and alcohol consumption later in life. Our result underscores that low school performance is a health risk factor that should be taken seriously in preventive health education.     

Obesity among people with and without mental retardation across adulthood

OBJECTIVE: This study was designed to explore obesity during adulthood and the likelihood of moving out of obesity among 1809 adults without disability and 680 adults with mental retardation who received care at the same primary care practices during the period of 1990 to 2003. Research Method and Procedures: A retrospective observational design using medical records first identified patients with mental retardation (MR) and age-matched controls without disabilities. Data on BMI collected during each primary care visit allowed exploration of obesity at three levels. Moving out of obesity was defined as having a BMI <25 kg/m(2). We also abstracted data on age, sex, race, and other medical conditions. RESULTS: For adults 20 to 29 years of age, 33.1% of patients without disability and 21% of patients with MR had a BMI >30 kg/m(2). Between the ages of 50 and 59 years, 40.5% of the patients without disability and 35.2% of the patients with MR had a BMI >30 kg/m(2). Patients with mild MR had similar prevalence rates of obesity and patients with severe MR had significantly lower prevalence of obesity compared with the patients without disability through 50 years of age. Throughout the period from 20 to 60 years of age, between 15% and 40% of individuals with and without MR, who were previously obese, were not currently obese. DISCUSSION: Throughout the adult years, an increasing proportion of individuals with and without MR are obese. However, obesity is not a chronic state; many people transition back to a normal body weight.     

Role of disability in the association between obesity and unintentional injuries

BackgroundWe assessed the mediating role of disability in the association between obesity and elevated injury risk among U.S. white and African American adults.MethodsData from the 2001-2002 National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) were analyzed. Respondents were categorized into 6 groups: underweight (<18.5 kg/m²), normal weight (18.5-24.9 kg/m²), overweight (25.0-29.9 kg/m²), obese class I (30.0-34.9 kg/m²), obese class II (35.0-39.9 kg/m²), and obese class III (≥40 kg/m²). Responses to the 12 items in SF-12v2 were used to transform raw scales to the norm-based Physical Component Summary measure (PCS). Disability was defined as having a PCS score below 30 (mean, −2.00 SD). Self-reported unintentional injuries in the past 12 months were compared between respondents with and without disability within each body mass index (BMI) category. Odds ratios (ORs) and 95% confidence intervals (95% CIs) were examined for men and women separately using 3 logistic regression models that considered age, race, education level, poverty status, chronic medical conditions, major injury risk behaviors, obesity, and disability status.ResultsA total of 31,276 non-Hispanic white and African American respondents reported an injury incidence of 18.6%. Disability correlated with significantly higher injury incidence (p < .01). Controlling for major sociodemographics, chronic medical conditions, and major injury risk behaviors, we observed a statistically significant association between obesity and injuries (OR = 1.27, 95% CI = 1.06-1.54, for BMI ≥ 40; OR = 1.11, 95% CI = 1.01-1.23, for BMI of 30.0 to <40) among women; however, this association became nonsignificant after status of disability was considered in the final regression model. This finding was not seen for men.ConclusionThe elevated injury risk among white and African American women with extreme obesity was mediated substantially by disability. No such finding was found, however, for men.     

Cardiovascular Risk Factors and Physical Activity Behavior Among Elementary School Personnel: Baseline Results from the ACTION! Worksite Wellness Program(*)

BACKGROUND: Although the prevalence of obesity is increasing during adulthood, there have been few assessments of obesity, cardiovascular risk factors, and levels of physical activity among adult elementary school staff. METHODS: Data were collected from 745 African-American and White female school personnel in a suburban school district in southeastern Louisiana as part of the baseline assessment before implementation of a program to improve eating and physical activity behaviors. Anthropometry, blood pressure, serum lipids and lipoproteins, and glucose were measured using established protocols. Physical activity was assessed by accelerometry. RESULTS: For both White and Black females, 30% were overweight (body mass index [BMI]) ≥25 kg/m(2) but <30 kg/m(2) ). Whereas 37% of White females were obese (BMI ≥ 30 kg/m(2) ), 61% of the Black females were obese. There was a positive association between BMI and other cardiovascular risk factors except for high-density lipoprotein cholesterol, where the association was negative. The mean number of minutes of daily moderate-to-vigorous physical activity was <1 minute per day and was lower for overweight and obese women than for normal weight women. CONCLUSIONS: School personnel in the study have adverse cardiovascular risk factors, including high rates of obesity and very low levels of physical activity. Because these individuals are often called upon to promote health for children, they are an important target population for wellness interventions.