ABSTRACT
OBJECTIVE: This work aimed to parse out the role of changing environments on body composition, total energy expenditure, and physical activity in the Mexican Pima, a population experiencing rapid industrialization. METHODS: Using doubly labeled water, we compared energy expenditure and physical activity in a longitudinal cohort of Mexican Pima (n = 26; female: 12) in 1995 and 2010. Body mass and composition were assessed by bioimpedance analysis. To determine the effects of environmental factors on body weight independent of age, we compared the 1995 longitudinal cohort with an age- and sex-matched cross-sectional cohort (n = 26) in 2010. RESULTS: Body mass, fat mass, and fat-free mass all significantly increased between 1995 and 2010. Despite a 13% average increase in body weight, weight-adjusted total daily energy expenditure decreased significantly. Measured physical activity levels also decreased between 1995 and 2010, after we adjusted for weight. CONCLUSIONS: Our results suggest that the recent industrialization of the Maycoba region in Sonora, Mexico, has contributed to a decrease in physical activity, in turn contributing to weight gain and metabolic disease among the Mexican Pima.
Subject(s)
Body Composition , Energy Metabolism , Humans , Energy Metabolism/physiology , Female , Male , Mexico , Cross-Sectional Studies , Adult , Longitudinal Studies , Body Mass Index , Middle Aged , Motor Activity/physiology , Body Weight , Exercise/physiology , Weight Gain/physiology , Young Adult , Environment , Obesity/epidemiologyABSTRACT
BACKGROUND: Malnutrition is a global problem that affects schoolchildren and can increase the risk of diseases in adulthood. Adult members of the Yaqui Indigenous group have been shown to have serious health problems, and Yaqui schoolchildren could therefore find themselves in a similar situation. OBJECTIVE: To evaluate the nutritional status, lipid profile and associated factors in a sample of Yaqui schoolchildren. MATERIAL AND METHODS: A total of 109 Yaqui schoolchildren who lived in their localities of origin were recruited. Anthropometric measurements were carried out, a venous blood sample was extracted in fasting conditions, and several questionnaires were applied. RESULTS: The prevalence of overweight/obesity was 38.5%, with no cases of chronic malnutrition being recorded; 38.6% of the children had dyslipidemia. Fiber consumption was a protective factor against overweight/obesity, while fat intake was a risk factor. The physical activity score was found to be a protective factor against dyslipidemia, and the risk factors were BMI-for-age Z-scores, waist circumference, family history of dyslipidemia, educational level, and permanent employment. CONCLUSIONS: Yaqui schoolchildren equally suffer from a high proportion of overweight/obesity and dyslipidemia. The associated factors may be useful for the design of contextualized interventions for this population.
ANTECEDENTES: La malnutrición es un problema mundial que afecta a niños escolares, capaz de incrementar el riesgo de enfermedades en la edad adulta. Adultos yaquis han presentado graves problemas de salud, por lo que los escolares podrían encontrarse en una situación similar. OBJETIVO: Evaluar el estado nutricional, el perfil lipídico y los factores asociados en una muestra de escolares yaquis. MATERIAL Y MÉTODOS: Se estudiaron 109 escolares habitantes de los pueblos originarios, en quienes se realizaron mediciones antropométricas, se extrajo una muestra de sangre venosa en condición de ayuno y se aplicaron cuestionarios. RESULTADOS: La prevalencia de sobrepeso/obesidad fue de 38.5 %, sin que se registraran casos de desnutrición crónica; 38.6 % de los escolares presentó dislipidemia. El consumo de fibra resultó ser un factor protector contra sobrepeso/obesidad y el consumo de grasa constituyó un factor de riesgo. La puntuación de actividad física resultó ser un factor protector contra dislipidemia y los factores de riesgo fueron puntuaciones Z del índice de masa corporal/edad, circunferencia de cintura, historia familiar de dislipidemias, nivel educativo y empleo permanente. CONCLUSIONES: Los escolares yaquis padecen por igual alta proporción de sobrepeso/obesidad y dislipidemia. Los factores asociados pueden resultar útiles para el diseño de intervenciones contextualizadas para esta población.
Subject(s)
Dyslipidemias , Nutritional Status , Overweight , Humans , Dyslipidemias/epidemiology , Male , Female , Child , Risk Factors , Adolescent , Prevalence , Overweight/epidemiology , Mexico/epidemiology , Cross-Sectional Studies , Pediatric Obesity/epidemiology , Surveys and Questionnaires , Malnutrition/epidemiology , Malnutrition/diagnosis , Body Mass IndexABSTRACT
The objective of this review is to study the relationship between food insecurity (FI) and malnutrition in schoolchildren from low-and middle-income countries (LMIC). The review was conducted using the databases PubMed, MEDLINE, CENTRAL, LILACS and SCiELO during the months of March to April 2022 without language or publication date restrictions. The search strategy consisted of combinations of text words and controlled vocabulary (MeSH terms and DeCS) related to "schoolchildren", "low- and middle-income countries" and "food insecurity". Fifteen studies were included in this review. Studies assessing FI and undernutrition in LMIC schoolchildren have indicated that FI is associated with lower height-for-age and higher prevalence of undernutrition overall. Only two studies identified a positive risk association between FI and overweight and obesity, the remaining studies suggested that schoolchildren with FI have a lower risk of overweight and obesity than those without FI. The review suggests a link between FI and undernutrition in schoolchildren from LMIC, with controversial results on overweight and obesity. Comprehensive public health policies should consider contextual and population-specific factors in addressing FI's impact on nutritional status.
ABSTRACT
Introduction: Currently, there is only scarce evidence of a causal association between risk of malnutrition (RM) by the mini-nutritional assessment (MNA) and the incidence of sarcopenia. This study was designed to assess such an association at 4.2 years of follow-up in community-dwelling subjects over 60 years old. Methods: The data used were from the FraDySMex cohort study. The exposition variables were RM diagnosed by the long forma of the MNA (MNA-LF) and short form (MNA-SF). The last one included the body mass index and calf circumference at baseline, while sarcopenia was diagnosed by the EWGSOP2 at follow-up and taken as the response variable. Several covariates involved in the association were also considered. A multiple logistic regression analysis was performed to test the association. Results: At baseline, 27.0 and 37.9% of subjects had RM by the MNA-LF and MNA-SF, respectively. The incidence of sarcopenia was 13.7%. The fat mass variable significantly modified the association, so it was tested in each stratum. Two independent models showed that subjects with RM by the MNA-LF in the normal fat mass stratum were at a higher risk for developing sarcopenia at follow-up than those without RM (OR 9.28; IC 95% 1.57-54.76) after adjusting for age, sex, and waist circumference. No association was found for the excess fat mass stratum subjects. Subjects with RM by the MNA-SF in the excess fat mass stratum were more likely to develop sarcopenia at follow-up than those without RM by the MNA-SF (OR 3.67; IC 95% 1.29-10.43). This association was not found in the subjects in the normal fat mass stratum. Conclusion: The association was dependent on the variable fat mass. The two forms of the MNA should not be applied indistinctly with older adults. Based on these results, it is clear that the risk of malnutrition precedes the onset of sarcopenia.
ABSTRACT
Resumen Antecedentes: La malnutrición es un problema mundial que afecta a niños escolares, capaz de incrementar el riesgo de enfermedades en la edad adulta. Adultos yaquis han presentado graves problemas de salud, por lo que los escolares podrían encontrarse en una situación similar. Objetivo: Evaluar el estado nutricional, el perfil lipídico y los factores asociados en una muestra de escolares yaquis. Material y métodos: Se estudiaron 109 escolares habitantes de los pueblos originarios, en quienes se realizaron mediciones antropométricas, se extrajo una muestra de sangre venosa en condición de ayuno y se aplicaron cuestionarios. Resultados: La prevalencia de sobrepeso/obesidad fue de 38.5 %, sin que se registraran casos de desnutrición crónica; 38.6 % de los escolares presentó dislipidemia. El consumo de fibra resultó ser un factor protector contra sobrepeso/obesidad y el consumo de grasa constituyó un factor de riesgo. La puntuación de actividad física resultó ser un factor protector contra dislipidemia y los factores de riesgo fueron puntuaciones Z del índice de masa corporal/edad, circunferencia de cintura, historia familiar de dislipidemias, nivel educativo y empleo permanente. Conclusiones: Los escolares yaquis padecen por igual alta proporción de sobrepeso/obesidad y dislipidemia. Los factores asociados pueden resultar útiles para el diseño de intervenciones contextualizadas para esta población.
Abstract Background: Malnutrition is a global problem that affects schoolchildren and can increase the risk of diseases in adulthood. Adult members of the Yaqui Indigenous group have been shown to have serious health problems, and Yaqui schoolchildren could therefore find themselves in a similar situation. Objective: To evaluate the nutritional status, lipid profile and associated factors in a sample of Yaqui schoolchildren. Material and methods: A total of 109 Yaqui schoolchildren who lived in their localities of origin were recruited. Anthropometric measurements were carried out, a venous blood sample was extracted in fasting conditions, and several questionnaires were applied. Results: The prevalence of overweight/obesity was 38.5%, with no cases of chronic malnutrition being recorded; 38.6% of the children had dyslipidemia. Fiber consumption was a protective factor against overweight/obesity, while fat intake was a risk factor. The physical activity score was found to be a protective factor against dyslipidemia, and the risk factors were BMI-for-age Z-scores, waist circumference, family history of dyslipidemia, educational level, and permanent employment. Conclusions: Yaqui schoolchildren equally suffer from a high proportion of overweight/obesity and dyslipidemia. The associated factors may be useful for the design of contextualized interventions for this population.
ABSTRACT
Introduction: the prevention of cardiometabolic diseases is currently a priority due to its relationship with COVID-19 complications. Unhealthy lifestyles, like inadequate diet and physical inactivity, are the cornerstone for obesity and cardiometabolic risk. Objective: to examine the association between diet and physical activity with body fat in Mexican adolescents. Methods: the study was cross-sectional. Data included socio-demographic variables, health history and smoking habit obtained through questionnaires; blood pressure and anthropometry measurements; food and nutrient intake through 24-hour recalls; and physical activities through the International Physical Activity Questionnaire (IPAQ). Univariate analyses were used and multiple models were built by stepwise forward selection (p ≤ 0.05 and biological plausibility). Results: participants were n = 230 students, 18.5 ± 0.4 years and 54.8 % men. Three models associated with body fat were obtained. In the first model, saturated fatty acids (β = 0.30, p = 0.028) were significant positive associated, while vigorous physical activity was significant negative associated as a protective factor (β = -0.007, p = 0.023). In the second model, total fat (β = 0.17, p = 0.005) was significant positive associated, and vigorous physical activity was significant negative associated (β = -0.007, p = 0.023). The third model included fruits and vegetables (β = -5.49, p = 0.092) and vigorous physical activity (β = -0.006, p = 0.058) as protective factors. Conclusions: dietary intake of total fat and saturated fatty acids, and vigorous physical activity, were significantly associated with body fat, while fruits and vegetables trended toward significance, in Mexican adolescents. Community-based programs that promote intake of protective foods and reduction of risky foods, and encourage vigorous physical activity, are needed in adolescents. (AU)
Introducción: la prevención de enfermedades cardiometabólicas es actualmente una prioridad por su relación con las complicaciones de la COVID-19. Los estilos de vida poco saludables son la piedra angular de la obesidad y el riesgo cardiometabólico. Objetivo: examinar la asociación entre dieta y actividad física con la grasa corporal en adolescentes mexicanos. Métodos: el estudio fue transversal. Los datos incluyeron variables sociodemográficas; mediciones de presión arterial y antropometría; ingesta de alimentos y nutrimentos con recordatorios de 24 horas; y actividades físicas con el cuestionario internacional de actividad física (IPAQ). Se utilizo análisis univariado y los modelos múltiples se construyeron mediante selección paso a paso hacia adelante (p ≤ 0.05 y plausibilidad biológica). Resultados: participaron n = 230 estudiantes, 18,5 ± 0,4 años y 54,8 % hombres. Se obtuvieron tres modelos asociados a la grasa corporal. En el primero, los ácidos grasos saturados (β = 0,30, p = 0,028) se asociaron significativamente de forma positiva, y la actividad física vigorosa significativamente de forma negativa como factor protector (β = -0,007, p = 0,023). En el segundo, la grasa total (β = 0,17, p = 0,005) se asoció positivamente y la actividad física vigorosa, negativamente (β = -0,007, p = 0,023). El tercer modelo incluyó frutas y verduras (β = -5,49, p = 0,092) y actividad física vigorosa (β = -0,006, p = 0,058) como factores protectores. Conclusiones: la ingesta dietética de grasas totales y saturadas y la actividad física vigorosa se asociaron significativamente con la grasa corporal, mientras que las frutas y verduras tendieron a ser significativas. Se necesitan programas comunitarios que promuevan la ingesta de alimentos protectores y la reducción de alimentos de riesgo, y fomenten la actividad física vigorosa en adolescentes. (AU)
Subject(s)
Humans , Male , Female , Adolescent , Exercise , Diet , Body Composition , Cross-Sectional Studies , Surveys and Questionnaires , Mexico , Life Style , EatingABSTRACT
BACKGROUND AND AIMS: Only one cohort study exists on the incidence of the risk of malnutrition (RM) in older adults, though numerous cross-sectional reports, identified several risk factors associated with the prevalence and incidence of this condition. However, alterations in body composition and impaired physical performance as exposition variables of RM have not been explored. This study assessed the incidence of RM and determined its association with excess fat mass, low total lean tissue, gait speed, and handgrip strength as exposition variables for RM in community-dwelling older adults. METHODS: This is a secondary analysis of older adults (≥60 years) derived from the study "Frailty, dynapenia, and sarcopenia in Mexican adults (FraDySMex)", a prospective cohort project conducted from 2014 to 2019 in Mexico City. At baseline, volunteers underwent body composition analysis and physical performance tests. Several covariates were identified through comprehensive geriatric assessment. At baseline and follow-up, RM was assessed using the long form of the mini nutritional assessment (MNA-LF) scale. Associations between the exposition variables and RM were assessed by multiple logistic regression. RESULTS: The cohort included 241 subjects. The average age was 75.6 ± 7.8 years, and 83.4% were women. The mean follow-up period was 4.1 years, during which 28.6% of subjects developed RM. This condition was less likely to occur in those with an excess fat mass, even after adjusting for several covariates. Regarding total lean tissue, the unadjusted model showed that RM was more likely to occur in men and women with a low TLT by the TLTI classification, compared to the normal group. However, after adjusting for several covariates (models 1 and 2), the association lost significance. Results on the association between gait speed and RM showed that this condition was also more likely to occur in subjects with low gait speed, according to both the unadjusted and adjusted models. Similar results were found for RM in relation to low handgrip strength; however, after adjusting for the associated covariates, models 1 and 2 no longer reached the level of significance. CONCLUSIONS: RM diagnosed by MNA-LF was significantly less likely to occur among subjects with excess fat mass, and a significant association emerged between low gait speed and RM after 4.1 years of follow-up in these community-dwelling older adults. These results confirm the association between some alterations of body composition and impaired physical performance with the risk of malnutrition and highlight that excess fat mass and low gait speed precede the risk of malnutrition, not vice versa.
Subject(s)
Malnutrition , Sarcopenia , Male , Humans , Female , Aged , Aged, 80 and over , Independent Living , Walking Speed , Cohort Studies , Hand Strength , Prospective Studies , Incidence , Cross-Sectional Studies , Malnutrition/complications , Malnutrition/epidemiology , Sarcopenia/epidemiology , Sarcopenia/diagnosis , Geriatric Assessment/methodsABSTRACT
Introduction: Introduction: the prevention of cardiometabolic diseases is currently a priority due to its relationship with COVID-19 complications. Unhealthy lifestyles, like inadequate diet and physical inactivity, are the cornerstone for obesity and cardiometabolic risk. Objective: to examine the association between diet and physical activity with body fat in Mexican adolescents. Methods: the study was cross-sectional. Data included socio-demographic variables, health history and smoking habit obtained through questionnaires; blood pressure and anthropometry measurements; food and nutrient intake through 24-hour recalls; and physical activities through the International Physical Activity Questionnaire (IPAQ). Univariate analyses were used and multiple models were built by stepwise forward selection (p ≤ 0.05 and biological plausibility). Results: participants were n = 230 students, 18.5 ± 0.4 years and 54.8 % men. Three models associated with body fat were obtained. In the first model, saturated fatty acids (ß = 0.30, p = 0.028) were significant positive associated, while vigorous physical activity was significant negative associated as a protective factor (ß = -0.007, p = 0.023). In the second model, total fat (ß = 0.17, p = 0.005) was significant positive associated, and vigorous physical activity was significant negative associated (ß = -0.007, p = 0.023). The third model included fruits and vegetables (ß = -5.49, p = 0.092) and vigorous physical activity (ß = -0.006, p = 0.058) as protective factors. Conclusions: dietary intake of total fat and saturated fatty acids, and vigorous physical activity, were significantly associated with body fat, while fruits and vegetables trended toward significance, in Mexican adolescents. Community-based programs that promote intake of protective foods and reduction of risky foods, and encourage vigorous physical activity, are needed in adolescents.
Introducción: Introducción: la prevención de enfermedades cardiometabólicas es actualmente una prioridad por su relación con las complicaciones de la COVID-19. Los estilos de vida poco saludables son la piedra angular de la obesidad y el riesgo cardiometabólico. Objetivo: examinar la asociación entre dieta y actividad física con la grasa corporal en adolescentes mexicanos. Métodos: el estudio fue transversal. Los datos incluyeron variables sociodemográficas; mediciones de presión arterial y antropometría; ingesta de alimentos y nutrimentos con recordatorios de 24 horas; y actividades físicas con el cuestionario internacional de actividad física (IPAQ). Se utilizo análisis univariado y los modelos múltiples se construyeron mediante selección paso a paso hacia adelante (p ≤ 0.05 y plausibilidad biológica). Resultados: participaron n = 230 estudiantes, 18,5 ± 0,4 años y 54,8 % hombres. Se obtuvieron tres modelos asociados a la grasa corporal. En el primero, los ácidos grasos saturados (ß = 0,30, p = 0,028) se asociaron significativamente de forma positiva, y la actividad física vigorosa significativamente de forma negativa como factor protector (ß = -0,007, p = 0,023). En el segundo, la grasa total (ß = 0,17, p = 0,005) se asoció positivamente y la actividad física vigorosa, negativamente (ß = -0,007, p = 0,023). El tercer modelo incluyó frutas y verduras (ß = -5,49, p = 0,092) y actividad física vigorosa (ß = -0,006, p = 0,058) como factores protectores. Conclusiones: la ingesta dietética de grasas totales y saturadas y la actividad física vigorosa se asociaron significativamente con la grasa corporal, mientras que las frutas y verduras tendieron a ser significativas. Se necesitan programas comunitarios que promuevan la ingesta de alimentos protectores y la reducción de alimentos de riesgo, y fomenten la actividad física vigorosa en adolescentes.
Subject(s)
Cardiovascular Diseases , Diet , Male , Humans , Adolescent , Female , Cross-Sectional Studies , Mexico/epidemiology , Eating , Exercise , Energy Intake , Adipose Tissue , Cardiovascular Diseases/etiology , Fatty AcidsABSTRACT
The aim of this study is to determine the concordance between the insulin resistance indicators, HOMA and TyG, because ofa moderate intensity aerobic exercise session in sedentary young women. Methods: A total of 22 sedentary women between 18 and 35 years of age participated in this research. HOMA and TyG indiceswere determined before and after a moderate intensity aerobic exercise (MIAE), based on Heart Rate reserve. Spearman andKendalls Tau-b were used to evaluate the association between those variables. Values were compared using the Bland &Altman graphs: Kappa Coefficient was used to estimate the proportion of concordance observed between both indicators. Significant differences were considered at a p≤0.01.Results: Spearman's Rho correlation and Kendall's Tau-b before MIAE were significant and direct (r=0.634, p<0.001 andr=0.480, p<0.01; respectively) with a Cohen's Kappa index of k=0.585. After MIAE, Spearman's Rho correlation and Kendall'sTau-b were also significant and direct r=0.650, p<0.001 and r=0.504, p<0.001, respectively, with a lower Cohen's Kappa index(k=0.390). Conclusions: TyG index is a good indicator to evaluate insulin resistance at baseline situations. However, this index doesntproperly determine insulin resistance after a MIAE.(AU)
Subject(s)
Humans , Female , Adult , Insulin Resistance , Insulin , Exercise , Sedentary Behavior , Research , Motor ActivityABSTRACT
To evaluate the effectiveness of the healthy lifestyle promotion program for Yaquis (PREVISY) on insulin resistance in the short- and medium-term periods in adults who are overweight/obese and have an increased risk for diabetes. Using a translational research design, an intervention program was implemented in a sample of 93 Yaqui adult subjects. The effectiveness of PREVISY was evaluated by comparing the levels of Homeostasis Model Assessment of Insulin Resistance (HOMA-IR) and the Triglycerides-Glucose Index (TyG index) at 6 and 12 months using a paired t-test. Results: In the subjects who completed the program, a decrease in the HOMA-IR index (∆ = -0.91 and ∆ = -1.29, p ≤ 0.05) and the TyG index (∆ = -0.24 y ∆ = -0.20, p ≤ 0.05) was observed in the short- and medium-term period, respectively. Subjects with body weight loss ≥ 10% showed decreased levels of HOMA-IR (∆ = -3.32 and ∆ = -4.89, p ≤ 0.05) and the TyG index (∆ = -0.80 and ∆ = -0.60, p ≤ 0.05) at 6 and 12 months, respectively. A stronger benefit of the program was found in subjects with obesity (vs. overweight) and with high and very high risk of diabetes (vs. moderate risk) in IR markers (p ≤ 0.05). The PREVISY program demonstrated its effectiveness in the improvement of some markers of insulin resistance in Yaqui adults at risk of diabetes.
Subject(s)
Diabetes Mellitus , Insulin Resistance , Adult , Humans , Overweight , Mexico , Blood Glucose , Obesity , Triglycerides , Glucose , Life StyleABSTRACT
Reducing ≥5% of body weight can decrease the risk of developing chronic diseases in adults with excess weight. Although Intensive Lifestyle Interventions (ILIs) that include cognitive-behavioral techniques to improve physical activity and eating habits are the best approach for losing weight, the failure to retain participants is a barrier to their successful implementation. We aimed to investigate the factors influencing adults to drop out of ILIs for weight loss at six months. We conducted retrospective multiple logistic regression analysis of 268 participants with excess weight (body mass index ≥ 25 kg/m2) from a multicenter study (n = 237, in-person ILI in five clinics, delivered by nutrition interns), and a randomized controlled trial (n = 31, one online ILI, delivered by a master's degree student). The same research team conducted both studies in Northern Mexico, using the same intervention components, and identical instruments and techniques to collect the data. We found that older participants (≥50 years) were less likely to drop out of the ILI for weight loss compared to participants <35 years old (OR = 0.34, 95% CI = 0.16-0.70). For each unit increase in the bodily pain scale of the SF-36 (less perceived pain), the risk of dropping out decreased by 2% (OR = 0.98, 95% CI = 0.97, 0.996), while a change in the interventionist during the 6-month intervention more than doubled the risk of dropping out (OR 2.25, 95% CI = 1.23-4.14). Retention in ILIs may be improved by ensuring that the same interventionist remains during the six-month intervention. In addition, ILIs may need further tailoring for younger ages and for participants with higher perceived pain.
Weight loss is hard. The best way to do it is to enroll in an intervention that includes frequent sessions with a health coach who uses cognitive-behavioral techniques to help participants improve their eating and physical activity habits. Retaining participants in these types of intervention is a challenge for health practitioners and researchers. Our objective was to identify the factors that increase the participants' risk of dropping out of the intervention. We analyzed the data of 268 Mexican adults who participated in studies that evaluated intensive lifestyle interventions for weight loss. We found that participants who are younger, experience more pain, and whose health coaches are replaced before the intervention is completed have a higher risk of dropping out of the intervention. By accounting for these factors when designing the intervention, we could increase the chances that participants stay in the intervention until the end. This way they are more likely to be successful in losing weight.
Subject(s)
Life Style , Weight Loss , Humans , Adult , Retrospective Studies , Body Mass Index , Exercise , Weight GainABSTRACT
BACKGROUND: Predictive equations are the best option for assessing fat mass in clinical practice due to their low cost and practicality. However, several factors, such as age, excess adiposity, and ethnicity can compromise the accuracy of the equations reported to date in the literature. OBJECTIVE: To develop and validate two predictive equations for estimating fat mass: one based exclusively on anthropometric variables, the other combining anthropometric and bioelectrical impedance variables using the 4C model as the reference method. SUBJECTS/METHODS: This is a cross-sectional study that included 386 Hispanic subjects aged ≥60 with excess adiposity. Fat mass and fat-free mass were measured by the 4C model as predictive variables. Age, sex, and certain anthropometric and bioelectrical impedance data were considered as potential predictor variables. To develop and to validate the equations, the multiple linear regression analysis, and cross-validation protocol were applied. RESULTS: Equation 1 included weight, sex, and BMI as predictor variables, while equation 2 considered sex, weight, height squared/resistance, and resistance as predictor variables. R2 and RMSE values were ≥0.79 and ≤3.45, respectively, in both equations. The differences in estimates of fat mass by equations 1 and 2 were 0.34 kg and -0.25 kg, respectively, compared to the 4C model. This bias was not significant (p < 0.05). CONCLUSIONS: The new predictive equations are reliable for estimating body composition and are interchangeable with the 4C model. Thus, they can be used in epidemiological and clinical studies, as well as in clinical practice, to estimate body composition in older Hispanic adults with excess adiposity.
Subject(s)
Adiposity , Obesity , Aged , Humans , Body Composition , Cross-Sectional Studies , Hispanic or Latino , Middle AgedABSTRACT
There are several equations based on bioelectrical impedance analysis (BIA) to estimate with high precision appendicular skeletal muscle mass (ASM). However, most of the external validation studies have reported that these equations are inaccurate or biased when applied to different populations. Furthermore, none of the published studies has derived correction factors (CFs) in samples of community-dwelling older adults, and none of the published studies have assessed the influence of the dual-energy X-ray absorptiometry (DXA) model on the validation process. This study assessed the agreement between six BIA equations and DXA to estimate ASM in non-Caucasian older adults considering the DXA model and proposed a CF for three of them. This analysis included 547 non-institutionalized subjects over 60 years old from the northwest of Mexico who were physically independent and without cognitive impairment: 192 subjects were measured using DXA Hologic, while 355 were measured by DXA Lunar. The agreement between each of the equations and DXA was tested considering the DXA model used as a reference method for the design of each equation, using the Bland and Altman procedure, a paired t test, and simple linear regression as objective tests. This process was supported by the differences reported in the literature and confirmed in a subsample of 70 subjects measured with both models. Only six published BIA equations were included. The results showed that four equations overestimated ASMDXA, and two underestimated it (p < 0.001, 95% CI for Kim's equation:-5.86--5.45, Toselli's:-0.51--0.15, Kyle's: 1.43-1.84, Rangel-Peniche's: 0.32-0.74, Sergi's: 0.83-1.23, and Yoshida's: 4.16-4.63 kg). However, Toselli's, Kyle's and Rangel-Peniche's equations were the only ones that complied with having a homogeneous bias. This finding allowed the derivation of CFs, which consisted of subtracting or adding the mean of the differences from the original equation. After estimating ASM applying the respective CF, the new ASM estimations showed no significant bias and its distribution remained homogeneously distributed. Therefore, agreement with DXA in the sample of non-Caucasian was achieved. Adding valid CFs to some BIA equations allowed to reduce the bias of some equations, making them valid to estimate the mean values of ASM at group level.
ABSTRACT
Vulnerable groups are those who, due to their age, sex, race/ethnicity, health status, income level, etc., are at higher risk of poor health. Vulnerable school populations are distinguished by having predisposing factors to overweight and obesity, which results in a greater risk of suffering from the disease and its ravages. Additionally, the effects of the COVID-19 contingency can worsen the situation. Previous reviews of prevention, treatment and control of the disease have focused on schoolchildren from high- and middle-income countries. The objective of this review was to gather the evidence from the studies that evaluate the effectiveness of multicomponent lifestyle intervention programs (MLIP) on adiposity indicators in vulnerable populations. Five electronic databases were searched: PubMed, MEDLINE, Cochrane Library, EMBASE, and Google Scholar. The eligibility criteria were schoolchildren (5 to 12 years old), inhabitants of rural area, with low socioeconomic level and/or belonging to an indigenous community. Randomized and quasi-experimental controlled trials were included. Interventions that included two or more of the following components were considered: physical activity, nutrition, psychology, school meals and/or family/community involvement. Of the 11 interventions included 73 % had significant improvements in at least one variable related to adiposity. The most successful interventions had components of nutrition, physical activity and family/community involvement, the majority (80 %) had a duration of ≥ 6 months and were provided, in 80 % of the cases, by previously trained teachers. In conclusion, there is evidence that MLIPs are effective in improving indicators of adiposity in vulnerable schoolchildren. (AU)
Los grupos vulnerables son aquellos que, debido a sus condiciones de edad, sexo, raza/etnia, estado de salud, ingresos, etc., tienen un riesgo mayor de presentar una salud deficiente. Las poblaciones escolares vulnerables se distinguen por tener factores predisponentes de sobrepeso y obesidad, lo que redunda en mayor riesgo de padecer la enfermedad y sus complicaciones. Adicionalmente, los efectos de la contingencia por COVID-19 podrían agravar la situación. Revisiones previas sobre la prevención, tratamiento y control de la enfermedad se han enfocado en escolares de países de altos y medianos ingresos. Esta revisión tuvo como objetivo reunir la evidencia que evalúa la efectividad de los programas multicomponentes de intervención de estilo de vida (PMIEV) sobre los indicadores de adiposidad en poblaciones vulnerables. Se exploraron cinco bases de datos electrónicas: PubMed, MEDLINE, Cochrane Library, EMBASE y Google Scholar. Los criterios de elegibilidad fueron escolares (5-12 años), habitantes rurales, con bajo nivel socioeconómico y/o pertenecientes a comunidades indígenas. Se incluyeron ensayos controlados aleatorizados y cuasi-experimentales. Se consideraron intervenciones con dos o más de los siguientes componentes: actividad física, nutrición, psicología, comidas escolares y/o participación familiar/comunitaria. De las 11 intervenciones incluidas, el 73 % obtuvieron mejoras en al menos una variable relacionada con la adiposidad. Las intervenciones más exitosas incluyeron componentes de nutrición, actividad física y participación familiar/comunitaria, la mayoría (80 %) tuvo una duración ≥ 6 meses y las llevaron a cabo en un 80 % de los casos profesores entrenados. En conclusión, la evidencia indica que los PMIEV son efectivos para mejorar los indicadores de adiposidad en los escolares vulnerables. (AU)
Subject(s)
Humans , Male , Female , Child, Preschool , Child , Pandemics , Coronavirus Infections/epidemiology , Coronavirus Infections/prevention & control , Adiposity , Life Style , Overweight/psychology , ObesityABSTRACT
Introduction: Vulnerable groups are those who, due to their age, sex, race/ethnicity, health status, income level, etc., are at higher risk of poor health. Vulnerable school populations are distinguished by having predisposing factors to overweight and obesity, which results in a greater risk of suffering from the disease and its ravages. Additionally, the effects of the COVID-19 contingency can worsen the situation. Previous reviews of prevention, treatment and control of the disease have focused on schoolchildren from high- and middle-income countries. The objective of this review was to gather the evidence from the studies that evaluate the effectiveness of multicomponent lifestyle intervention programs (MLIP) on adiposity indicators in vulnerable populations. Five electronic databases were searched: PubMed, MEDLINE, Cochrane Library, EMBASE, and Google Scholar. The eligibility criteria were schoolchildren (5 to 12 years old), inhabitants of rural area, with low socioeconomic level and/or belonging to an indigenous community. Randomized and quasi-experimental controlled trials were included. Interventions that included two or more of the following components were considered: physical activity, nutrition, psychology, school meals and/or family/community involvement. Of the 11 interventions included 73 % had significant improvements in at least one variable related to adiposity. The most successful interventions had components of nutrition, physical activity and family/community involvement, the majority (80 %) had a duration of ≥ 6 months and were provided, in 80 % of the cases, by previously trained teachers. In conclusion, there is evidence that MLIPs are effective in improving indicators of adiposity in vulnerable schoolchildren.
Introducción: Los grupos vulnerables son aquellos que, debido a sus condiciones de edad, sexo, raza/etnia, estado de salud, ingresos, etc., tienen un riesgo mayor de presentar una salud deficiente. Las poblaciones escolares vulnerables se distinguen por tener factores predisponentes de sobrepeso y obesidad, lo que redunda en mayor riesgo de padecer la enfermedad y sus complicaciones. Adicionalmente, los efectos de la contingencia por COVID-19 podrían agravar la situación. Revisiones previas sonre la prevención, tratamiento y control de la enfermedad se han enfocado en escolares de países de altos y medianos ingresos. Esta revisión tuvo como objetivo reunir la evidencia que evalúa la efectividad de los programas multicomponentes de intervención de estilo de vida (PMIEV) sobre los indicadores de adiposidad en poblaciones vulnerables. Se exploraron cinco bases de datos electrónicas: PubMed, MEDLINE, Cochrane Library, EMBASE y Google Scholar. Los criterios de elegibilidad fueron escolares (5-12 años), habitantes rurales, con bajo nivel socioeconómico y/o pertenecientes a comunidades indígenas. Se incluyeron ensayos controlados aleatorizados y cuasi-experimentales. Se consideraron intervenciones con dos o más de los siguientes componentes: actividad física, nutrición, psicología, comidas escolares y/o participación familiar/comunitaria. De las 11 intervenciones incluidas, el 73 % obtuvieron mejoras en al menos una variable relacionada con la adiposidad. Las intervenciones más exitosas incluyeron componentes de nutrición, actividad física y participación familiar/comunitaria, la mayoría (80 %) tuvo una duración ≥ 6 meses y las llevaron a cabo en un 80 % de los casos profesores entrenados. En conclusión, la evidencia indica que los PMIEV son efectivos para mejorar los indicadores de adiposidad en los escolares vulnerables.
Subject(s)
Adiposity , COVID-19 , COVID-19/prevention & control , Child , Child, Preschool , Humans , Life Style , Obesity , Overweight/psychologyABSTRACT
BACKGROUND: The Yaquis are an Indigenous group who inhabit in the state of Sonora in northwestern Mexico. This group has experienced changes in their lifestyle, moving from a traditional lifestyle to a more modern one, resulting in an increase of obesity and its comorbidities. However, few studies have been done in this group. The aim of this study was to determine the prevalence of overweight, obesity and central obesity and to identify the factors associated with body mass index (BMI) in a representative sample of Indigenous Yaqui people from Sonora, Mexico. METHODS: A cross-sectional survey with multistage sampling was conducted among adults (N = 351) with residence in Yaqui traditional villages (Vícam, Pótam, Loma de Guamúchil, Loma de Bácum, Tórim, Ráhum, Huiribis or Belem). Anthropometric measurements were taken to diagnose overweight, obesity and central obesity. Food frequency and physical activity (PA) questionnaires designed for the Yaqui population were applied, as well as sociodemographic and clinical history questionnaires. The factors associated with BMI were assessed using multiple linear regression considering the complex design of the sampling. RESULTS: The prevalence of overweight, obesity and central obesity in the population were 36.5%, 35.0% and 76.0%, respectively. Having higher values of the modernization index (ß = 0.20, p = 0.049) was associated with a higher BMI, while having a higher consumption of a "prudent" dietary pattern (traditional dishes, fruits, vegetables and low-fat dairy) (ß = -0.58, p = 0.009) and performing a greater number of hours per week of vigorous PA (ß = -0.14, p = 0.017) were associated with a lower BMI. CONCLUSIONS: The prevalence of the studied abnormalities is high. The evidence presented in this study suggests that interventions are needed and more research is required to determine the appropriate components of such interventions, in order to meet the needs of the Yaqui people.
Subject(s)
Obesity, Abdominal , Overweight , Adult , Body Mass Index , Cross-Sectional Studies , Humans , Obesity/epidemiology , Overweight/epidemiology , PrevalenceABSTRACT
The densitometry method estimates body composition based on cadaver reference values, mainly the fat-free mass density value of 1.100 g/cm3. However, several changes in fat-free mass components by aging, ethnicity, and excess adiposity could influence their density and affect body composition estimations. The present study aimed to compare the mean fat-free mass component values in older Hispanic adults to cadaver reference values. This cross-sectional study included a sample of 420 subjects aged ≥60 yr from northern Mexico. Fat-free mass was determined by the four-compartment model using air displacement plethysmography, the deuterium dilution technique, and dual-energy X-ray absorptiometry for body density, aqueous and mineral fractions of body weight, respectively. A 1-sample t test was used to compare the fat-free mass density and aqueous, mineral, and residue fractions of fat-free mass from subjects in the study to the assumed cadaver reference values. The mean fat-free mass density value for the total sample of older Hispanic adults (1.096 ± 0.011 g/cm3) was significantly (p < 0.001) lower than the assumed value of 1.100 g/cm3, except in obese older men. The mean aqueous fraction of fat-free mass (74.8 ± 3.3%) was higher than the assumed value of 73.8%, and the mean residue fraction of fat-free mass value was lower (18.3 ± 3.4%) than the reference value of 19.4%. Indeed, only the mean mineral fraction of fat-free mass value (6.8 ± 0.8%) was similar to the reference value. In the total sample, all characteristic mean fat-free mass values in these older Hispanic adults differed from cadaver reference values, except the mineral fraction of fat-free mass value.
Subject(s)
Body Composition , Obesity , Adult , Male , Humans , Aged , Cross-Sectional Studies , Absorptiometry, Photon , Hispanic or Latino , Cadaver , Bone Density , Adipose Tissue/diagnostic imagingABSTRACT
BACKGROUND: For community-living older people, the ability to estimate total daily energy expenditure (TDEE) with validated predictive equations based on anthropometry is limited. To our knowledge no studies exist for non-Caucasian populations OBJECTIVE: To design and validate an anthropometry-based equation to estimate TDEE using doubly-labelled water (DLW) as the criterion measure, and to assess the performance of three other published equations in community-living older people from rural and urban areas of Brazil, Chile, Guatemala, Senegal, Cuba, and Mexico METHODS: This cross-sectional study measured anthropometry and TDEE using DLW in 69 men and 43 women aged 60-89 years. TDEE was also estimated with an anthropometry-based equation derived from the sub-sample of Mexico (n = 38) and with three other published equations. Predictive accuracy of the equations was tested by an external validation procedure RESULTS: TDEE by DLW in the six country sample was 2411 ± 41 kcal/day (mean ± SE) in men and 1939 ± 51 kcal/day in women. The best new Mexican equation was TDEE, kcal/d = [223.4 + (27.9 × weight, kg) + (239.7 × sex)]; where sex: Man = 1 and Woman = 0; having high precision; R2 = 0.89, lowest RMSE = 149.2, and Cp value of 2.0. This new Mexican equation estimated TDEE accurately in the five country sample and at country level after correction for Guatemalan older men, while the published equations performed poorly CONCLUSIONS: The Mexican equation performed better that other published equations and is recommended to accurately estimate energy requirements for community-living older people in five Latin American and one African country.
Subject(s)
Developing Countries , Water , Aged , Aged, 80 and over , Anthropometry , Body Composition , Cross-Sectional Studies , Energy Metabolism , Female , Humans , Male , Middle AgedABSTRACT
BACKGROUND/OBJECTIVES: Densitometry (Siri's and Brozek's equations), hydrometry (by the deuterium dilution technique), and dual-energy X-ray absorptiometry (DXA) are three methods for estimating body composition. However, because they are all based on certain assumptions, they may not be applicable to aged and obese subjects due to changes in their body composition. Hence, the validity of these "laboratory methods" could be affected in obese older people. The main aim was to assess the agreement between densitometry, hydrometry, and DXA with the 4-compartment (4C) model to estimate fat mass (FM) in obese older Hispanic-American adults. As secondary goals, we explored whether the bias in densitometry and hydrometry results could be improved by modifying the assumptions regarding fat-free mass (FFM) density and hydration factor (HF) values, respectively. In the case of DXA, we explored the factors that contribute to bias. SUBJECTS/METHODS: This is a cross-sectional study based on a sample of 171 obese subjects aged ≥60 years from 3 regions of northern Mexico. Body composition was assessed by the 4C model as the reference method and by all three laboratory methods. Agreement of the latter with the 4C model was probed by Bland and Altman analysis, a paired sample t-test, and simple linear regression analyses. In addition, the mean FFM density estimated in this sample, and HF values (published previously) of 0.737 and 0.753 for obese older Hispanic-American men and women, respectively, were considered as ethnic- and gender-specific values. These values were used to modify the densitometric and hydrometric equations in order to improve their bias. Finally, we tested whether the hydration status and indirect markers of adiposity are contributing factors to the bias of DXA using multiple linear regression analysis. RESULTS: Siri's equation overestimated FM by 0.57 kg (p < 0.01), while Brozek's equation, hydrometry, and DXA underestimated it by 1.24 kg, 0.89 kg, and 0.79 kg (p < 0.01), respectively, compared to the 4C model. The bias in the densitometry and hydrometry results was eliminated by substituting the ethnic- and gender-specific values into the equations. Finally, we found that hip circumference contributes to the bias in DXA. CONCLUSION: The densitometry, hydrometry, and DXA methods are not interchangeable with the 4C model for assessing fat mass in obese, older Hispanic-American adults. The lack of agreement could indicate that the assumptions of each method do not apply to this population.