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Bogea EG, Martins MLB, França AKTDC, da Silva AAM. Dietary Patterns, Nutritional Status and Inflammatory Biomarkers in Adolescents from the RPS Birth Cohort Consortium. Nutrients 2023; 15:4640. [PMID: 37960293 PMCID: PMC10648275 DOI: 10.3390/nu15214640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Revised: 10/20/2023] [Accepted: 10/26/2023] [Indexed: 11/15/2023] Open
Abstract
This study aimed to identify the dietary patterns (DPs) of adolescents and assess indicators of subclinical inflammation. It was a cross-sectional study aligned with the RPS cohort with data from São Luís, Maranhão, Brazil. We evaluated 511 adolescents between 18-19 years old. DPs were identified with a factor analysis of the principal components. Nutritional status was assessed with body mass index and body fat percentages. Hierarchical modeling was performed using a linear regression to estimate the beta coefficient (β) of the independent variables with the dependent variables interleukin-6 and high-sensitivity C-reactive protein (hs-CRP). Five DPs were identified: energy-dense, sugar-sweetened beverages and breakfast cereals, prudent, traditional Brazilian and alcoholic and energy beverages. Greater adherence to the prudent DP was associated with a lower concentration of interleukin-6 (β = -0.11; p value = 0.040). Greater adherence to the DP "traditional Brazilian" and "alcoholic and energy beverages" were associated with increased IL-6, mediated by the nutritional status. A higher BMI (β = 0.36; p value = <0.001) and %BF (β = 0.02; p value = 0.014) were associated with higher hs-CRP concentrations. The nutritional status and "prudent" pattern were associated with inflammatory biomarkers. These findings show that a higher consumption of fresh and minimally processed foods and the adequacy of the nutritional status are protective factors for the inflammatory process.
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Affiliation(s)
- Eduarda Gomes Bogea
- Postgraduate Programme in Collective Health, Federal University of Maranhão, São Luís 65020-070, Brazil; (M.L.B.M.); (A.K.T.d.C.F.); (A.A.M.d.S.)
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Agostinis-Sobrinho C, Rosário R, Santos R, Norkiene S, Mota J, Rauckienė-Michaelsson A, González-Ruíz K, Izquierdo M, Garcia-Hermoso A, Ramírez-Vélez R. Higher Cardiorespiratory Fitness Levels May Attenuate the Detrimental Association between Weight Status, Metabolic Phenotype and C-Reactive Protein in Adolescents-A Multi-Cohort Study. Nutrients 2020; 12:E1461. [PMID: 32443557 PMCID: PMC7284377 DOI: 10.3390/nu12051461] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 05/12/2020] [Accepted: 05/13/2020] [Indexed: 12/31/2022] Open
Abstract
Results from several studies show that only obese, unfit subjects, but not obese, fit subjects, are at higher mortality risk than are normal-weight fit subjects. The aim of the study was two-fold: (1) to examine the differences in C-reactive protein levels across different metabolic phenotypes (healthy and unhealthy) of weight status and (2) ascertain whether high levels of cardiorespiratory fitness (CRF) attenuate the association of C-reactive protein and metabolic phenotypes of weight status. This was a pooled study, which included data from three cross-sectional projects (1706 youth (921 girls) aged 12-18 years). We used a Shuttle run test to assess CRF. Adolescents were classified into six metabolic phenotypes (healthy and unhealthy) of weight status (non-overweight, overweight and obese), based on age- and sex-specific cutoff points for triglycerides, systolic blood pressure, HDL-cholesterol, glucose and body mass index. High-sensitivity assays were used to obtain the C-reactive protein as inflammatory biomarker. After adjustment for potential confounders (age, sex, pubertal stage and country), the analysis of covariance (ANCOVA) shows that C-reactive protein is directly associated with metabolic phenotypes of weight status. Subjects with obesity, regardless of their metabolic profile, had higher levels of C-reactive protein Z-score. In addition, (after adjustments for potential confounders) a two-way ANCOVA showed that high levels of CRF attenuated the associations of C-reactive protein levels in metabolic healthy non-overweight and in adolescents with obesity. In conclusion, higher CRF levels may attenuate the detrimental association between obesity and C-reactive protein independently of metabolic phenotype. Findings from this study are important for prevention, clinical practice on issues associated with adiposity and metabolic disorders.
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Affiliation(s)
- Cesar Agostinis-Sobrinho
- Faculty of Health and Sciences, Klaipeda University, 92294 Klaipeda, Lithuania; (C.A.-S.); (S.N.); (A.R.-M.)
| | - Rafaela Rosário
- School of Nursing, University of Minho, 4710 Braga, Portugal;
- Health Sciences Research Unit: Nursing (UICISA: E), Nursing School of Coimbra (ESEnfC), 3000-232 Coimbra, Portugal
| | - Rute Santos
- Research Centre in Physical Activity, Health and Leisure (CIAFEL), Faculty of Sport, University of Porto, 4200-450 Porto, Portugal; (R.S.); (J.M.)
| | - Sigute Norkiene
- Faculty of Health and Sciences, Klaipeda University, 92294 Klaipeda, Lithuania; (C.A.-S.); (S.N.); (A.R.-M.)
| | - Jorge Mota
- Research Centre in Physical Activity, Health and Leisure (CIAFEL), Faculty of Sport, University of Porto, 4200-450 Porto, Portugal; (R.S.); (J.M.)
| | - Alona Rauckienė-Michaelsson
- Faculty of Health and Sciences, Klaipeda University, 92294 Klaipeda, Lithuania; (C.A.-S.); (S.N.); (A.R.-M.)
| | - Katherine González-Ruíz
- Grupo de Ejercicio Físico y Deportes, Vicerrectoría de Investigaciones, Universidad Manuela Beltrán, Bogotá 110231, Colombia;
| | - Mikel Izquierdo
- Department of Health Sciences, Public University of Navarra, Navarrabiomed-IdiSNA, Complejo Hospitalario de Navarra (CHN), 31008 Pamplona, Spain; (M.I.); (A.G.-H.)
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Antonio Garcia-Hermoso
- Department of Health Sciences, Public University of Navarra, Navarrabiomed-IdiSNA, Complejo Hospitalario de Navarra (CHN), 31008 Pamplona, Spain; (M.I.); (A.G.-H.)
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Laboratorio de Ciencias de la Actividad Física, el Deporte y la Salud, Facultad de Ciencias Médicas, Universidad de Santiago de Chile, USACH, Santiago 7500618, Chile
| | - Robinson Ramírez-Vélez
- Department of Health Sciences, Public University of Navarra, Navarrabiomed-IdiSNA, Complejo Hospitalario de Navarra (CHN), 31008 Pamplona, Spain; (M.I.); (A.G.-H.)
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, 28029 Madrid, Spain
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Agostinis-Sobrinho C, Dias AF, Brand C, Norkiene S, Abreu S, Gaya ACA, Gaya AR, Lopes L, Moreira C, Mota J, Santos R. Adherence to Southern European Atlantic Diet and physical fitness on the atherogenic index of plasma in adolescents. CAD SAUDE PUBLICA 2019; 35:e00200418. [PMID: 31800788 DOI: 10.1590/0102-311x00200418] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 06/03/2019] [Indexed: 12/22/2022] Open
Abstract
We sought (i) to evaluate the associations of cardiorespiratory fitness (CRF), muscular fitness (MF) and Southern European Atlantic Diet (SEADiet) with atherogenic index of plasma (AIP) and (ii) to investigate de combined association of MF, CRF and SEADiet on AIP in adolescents. A cross-sectional school-based study was conducted on 493 adolescents (285 girls and 208 boys) aged 15-18 years, from the Portuguese Azorean Archipelago. CRF was measured by shuttle run test and MF by curl up and push up tests. Adherence to SEADiet was assessed with a semi-quantitative food frequency questionnaire (FFQ). The AIP was estimated as log (TG/HDL-C). Measures of pubertal stage and socioeconomic status were assessed. Linear regression showed a significant inverse association between MF (standardized β = -0.165; p < 0.001), CRF (standardized β = -0.081; p < 0.030) and SEADiet (standardized β = -0.081; p < 0.045) with AIP, after adjustments for age, sex, pubertal stage and parental education. Furthermore, participants classified with an optimal as well as those with low adherence to a SEADiet but with LowMF/LowCRF had on average the highest AIP (F(7.482) = 3.270; p = 0.002). Moreover, optimal SEADiet with HighMF/HighCRF group showed the lowest AIP when compared with those with low adherence to a SEADiet with HighMF/HighCRF group (p = 0.03). AIP is inversely associated with MF, CRF and SEADiet. The low MF combined with a low CRF levels seems to overcome the potential healthy effect of having an optimal adherence to the SEADiet on AIP. However, an optimal adherence to SEADiet seems to improve the AIP in those adolescents with high fitness levels.
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Affiliation(s)
- César Agostinis-Sobrinho
- Programa de Pós-graduação em Ciências do Movimento Humano, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil.,Faculty of Health Sciences, Klaipeda University, Klaipeda, Lithuania.,Faculdade de Desporto, Universidade do Porto, Porto, Portugal
| | - Arieli Fernandes Dias
- Programa de Pós-graduação em Ciências do Movimento Humano, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Caroline Brand
- Programa de Pós-graduação em Ciências do Movimento Humano, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Sigute Norkiene
- Faculty of Health Sciences, Klaipeda University, Klaipeda, Lithuania
| | - Sandra Abreu
- Faculdade de Desporto, Universidade do Porto, Porto, Portugal
| | - Adroaldo Cezar Araujo Gaya
- Programa de Pós-graduação em Ciências do Movimento Humano, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Anelise Reis Gaya
- Programa de Pós-graduação em Ciências do Movimento Humano, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Luís Lopes
- Faculdade de Desporto, Universidade do Porto, Porto, Portugal
| | - Carla Moreira
- Faculdade de Desporto, Universidade do Porto, Porto, Portugal
| | - Jorge Mota
- Faculdade de Desporto, Universidade do Porto, Porto, Portugal
| | - Rute Santos
- Faculdade de Desporto, Universidade do Porto, Porto, Portugal.,School of Education, University of Wollongong, Wollongong, Australia
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Agostinis-Sobrinho C, Ramírez-Vélez R, García-Hermoso A, Rosário R, Moreira C, Lopes L, Martinkenas A, Mota J, Santos R. The combined association of adherence to Mediterranean diet, muscular and cardiorespiratory fitness on low-grade inflammation in adolescents: a pooled analysis. Eur J Nutr 2018; 58:2649-2656. [PMID: 30178141 DOI: 10.1007/s00394-018-1812-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 08/30/2018] [Indexed: 12/12/2022]
Abstract
PURPOSE Low-grade inflammation leads to several metabolic disorders, and adherence to a Mediterranean diet (MedDiet), cardiorespiratory fitness (CRF), and muscular fitness (MF) has been considered important markers of metabolic healthy in youth. We investigated the combined association of adherence to Mediterranean diet, and muscular and cardiorespiratory fitness on high-sensitivity C-reactive protein (hs-CRP) in adolescents. METHODS This is a cross-sectional analysis with 1462 adolescents (625 girls) aged 9-18 years from Colombia and Portugal. MedDiet was assessed by Kidmed questionnaire. Shuttle run test was used to assess CRF. MF was assessed by the standing long-jump and handgrip tests. High-sensitivity assays were used to obtain the hs-CRP level. RESULTS Logistic regression shows that subjects with a low adherence to MedDiet and LowMF/LowCRF had a similar odds (OR = 2.3; 95% CI 1.2-4.0) as those with an optimal adherence to MedDiet and LowMF/LowCRF (OR = 2.3; 95% CI 1.2-5.0) of expressing high inflammatory profile when compared to those with an optimal adherence to MedDiet and HighMF/HighCRF. In addition, ANCOVA showed that subjects classified as high adherence to MedDiet and HighMF/HighCRF had, on average, the lowest levels of hs-CRP (F(7,1454) = 2.051 p = 0.04). CONCLUSION The combination of optimal levels of CRF and MF and adherence to MedDiet is associated with lower hs-CRP. However, high MF and CRF seems to counteract the deleterious effect of having a low adherence to the MedDiet on hs-CRP levels.
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Affiliation(s)
- César Agostinis-Sobrinho
- Faculty of Sport, Research Centre in Physical Activity, Health and Leisure, University of Porto, Rua Dr. Plácido Costa, 91., 4200-450, Porto, Portugal. .,Faculty of Health Sciences, Klaipeda University, Klaipeda, Lithuania.
| | - Robinson Ramírez-Vélez
- Center of Studies in Physical Activity Measurements, School of Medicine and Health Sciences, University of Rosario, Bogotá, Colombia
| | - Antonio García-Hermoso
- Physical Activity, Sport and Health Sciences Laboratory, University of Santiago de Chile, Santiago de Chile, Chile
| | - Rafaela Rosário
- School of Nursing, Research Centre in Child Studies, University of Minho, Braga, Portugal
| | - Carla Moreira
- Faculty of Sport, Research Centre in Physical Activity, Health and Leisure, University of Porto, Rua Dr. Plácido Costa, 91., 4200-450, Porto, Portugal
| | - Luís Lopes
- Faculty of Sport, Research Centre in Physical Activity, Health and Leisure, University of Porto, Rua Dr. Plácido Costa, 91., 4200-450, Porto, Portugal
| | | | - Jorge Mota
- Faculty of Sport, Research Centre in Physical Activity, Health and Leisure, University of Porto, Rua Dr. Plácido Costa, 91., 4200-450, Porto, Portugal
| | - Rute Santos
- Faculty of Sport, Research Centre in Physical Activity, Health and Leisure, University of Porto, Rua Dr. Plácido Costa, 91., 4200-450, Porto, Portugal.,Early Start Research Institute, Faculty of Social Sciences, School of Education, University of Wollongong, Wollongong, Australia
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Aerobic Training Effect on Arterial Stiffness in Metabolic Syndrome. Am J Med 2018; 131:148-155. [PMID: 28864036 DOI: 10.1016/j.amjmed.2017.07.038] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2017] [Revised: 07/28/2017] [Accepted: 07/28/2017] [Indexed: 02/04/2023]
Abstract
BACKGROUND Metabolic syndrome, physical inactivity, and central obesity contribute to early vascular aging, which leads to increased risk of cardiovascular disease. This study aimed to assess the effect of heart rate (HR)-targeted aerobic exercise training on the indices of early vascular aging, in particular, arterial stiffness, and on anthropometric and clinical profile of metabolic syndrome subjects. METHODS There were 126 metabolic syndrome subjects randomly selected. Anthropometric parameters, blood pressure (BP), blood sample, and arterial wall functional and structural parameters were obtained prior to and after the 8-week (84 patients) supervised training program. The age- and sex-matched control group (42 patients) followed the same protocol, except for the HR-targeted training program. RESULTS In the study group, HR-targeted training was associated with decreased aortic pulse wave velocity (8.47 ± 1.40 vs 8.01 ± 1.06 m/s; P = .005), HR (P < .001), systolic (P < .015) and diastolic (P < .004) BP, waist circumference (P < .004), total and low-density-lipid cholesterol (respectively, 6.42 ± 1.41 vs 5.89 ± 1.32, P = .003 and 4.2 ± 1.18 vs 3.8 ± 1.21, P = .002), and an increase in aerobic capacity (P < .001). In the control group there were no statistically significant changes of arterial stiffness parameters. Multivariate analysis revealed that reduction of arterial stiffness was BP dependent. CONCLUSIONS In subjects with metabolic syndrome, HR-targeted exercise training is associated with BP-dependent decrease in aortic stiffness and improvement of metabolic and fitness parameters.
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Garcia-Hermoso A, Agostinis-Sobrinho C, Mota J, Santos RM, Correa-Bautista JE, Ramírez-Vélez R. Adiposity as a full mediator of the influence of cardiorespiratory fitness and inflammation in schoolchildren: The FUPRECOL Study. Nutr Metab Cardiovasc Dis 2017; 27:525-533. [PMID: 28511902 DOI: 10.1016/j.numecd.2017.04.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 04/14/2017] [Accepted: 04/18/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND AND AIMS Studies in the paediatric population have shown inconsistent associations between cardiorespiratory fitness and inflammation independently of adiposity. The purpose of this study was (i) to analyse the combined association of cardiorespiratory fitness and adiposity with high-sensitivity C-reactive protein (hs-CRP), and (ii) to determine whether adiposity acts as a mediator on the association between cardiorespiratory fitness and hs-CRP in children and adolescents. METHODS AND RESULTS This cross-sectional study included 935 (54.7% girls) healthy children and adolescents from Bogotá, Colombia. The 20 m shuttle run test was used to estimate cardiorespiratory fitness. We assessed the following adiposity parameters: body mass index, waist circumference, and fat mass index and the sum of subscapular and triceps skinfold thickness. High sensitivity assays were used to obtain hs-CRP. Linear regression models were fitted for mediation analyses examined whether the association between cardiorespiratory fitness and hs-CRP was mediated by each of adiposity parameters according to Baron and Kenny procedures. Lower levels of hs-CRP were associated with the best schoolchildren profiles (high cardiorespiratory fitness + low adiposity) (p for trend <0.001 in the four adiposity parameters), compared with unfit and overweight (low cardiorespiratory fitness + high adiposity) counterparts. Linear regression models suggest a full mediation of adiposity on the association between cardiorespiratory fitness and hs-CRP levels. CONCLUSIONS Our findings seem to emphasize the importance of obesity prevention in childhood, suggesting that having high levels of cardiorespiratory fitness may not counteract the negative consequences ascribed to adiposity on hs-CRP.
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Affiliation(s)
- A Garcia-Hermoso
- Laboratorio de Ciencias de la Actividad Física, el Deporte y la Salud, Facultad de Ciencias Médicas, Universidad de Santiago de Chile, USACH, Santiago, Chile.
| | - C Agostinis-Sobrinho
- Research Centre in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Portugal
| | - J Mota
- Research Centre in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Portugal
| | - R M Santos
- Research Centre in Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Portugal; Early Start Research Institute, Faculty of Social Sciences, School of Education, University of Wollongong, Australia
| | - J E Correa-Bautista
- Centro de Estudios en Medición de la Actividad Física (CEMA), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, D.C., Colombia
| | - R Ramírez-Vélez
- Centro de Estudios en Medición de la Actividad Física (CEMA), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, D.C., Colombia
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Ramírez-Vélez R, Daza F, González-Jiménez E, Schmidt-RioValle J, González-Ruíz K, Correa-Bautista JE. Cardiorespiratory Fitness, Adiposity, and Cardiometabolic Risk Factors in Schoolchildren: The FUPRECOL Study. West J Nurs Res 2016; 39:1311-1329. [PMID: 27550468 DOI: 10.1177/0193945916664900] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The aim of this study was to investigate the association between cardiorespiratory fitness (CRF) and cardiovascular risk factors (CVRF) in schoolchildren. A secondary aim was to evaluate the degree of association between overall and abdominal adiposity and CRF in a total of 1,875 children and adolescents attending public schools. We expressed CRF performance as the nearest stage (minute) completed and the estimated peak oxygen consumption. A CVRF ( Z score) was calculated and participants were divided into tertiles according to low and high levels of overall (sum of the skinfold thicknesses) and abdominal adiposity. Schoolchildren with a high-level of overall adiposity demonstrated significant differences in seven of the 10 variables analyzed (i.e., systolic and diastolic blood pressure, triglycerides, triglycerides/high density lipoproteins [HDL-c] ratio, total cholesterol, glucose, C-reactive protein [usCRP], HDL-c, low density lipoproteins [LDL-c], and cardiovascular risk score). Schoolchildren with high levels of both overall and abdominal adiposity and low CRF had the least favorable CVRF score.
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