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Bowo-Ngandji A, Kenmoe S, Ebogo-Belobo JT, Kenfack-Momo R, Takuissu GR, Kengne-Ndé C, Mbaga DS, Tchatchouang S, Kenfack-Zanguim J, Lontuo Fogang R, Zeuko'o Menkem E, Ndzie Ondigui JL, Kame-Ngasse GI, Magoudjou-Pekam JN, Wandji Nguedjo M, Assam Assam JP, Enyegue Mandob D, Ngondi JL. Prevalence of the metabolic syndrome in African populations: A systematic review and meta-analysis. PLoS One 2023; 18:e0289155. [PMID: 37498832 PMCID: PMC10374159 DOI: 10.1371/journal.pone.0289155] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 07/12/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND The metabolic syndrome (MS) is a leading cause of death worldwide. Several studies have found MS to be prevalent in various African regions. However, no specific estimates of MS prevalence in African populations exist. The aim of this study was to estimate the overall prevalence of MS in the African populations. METHODS A systematic review was conducted in PubMed, Web of Science, Africa Index Medicus, and African Journal Online Scopus to find studies published up to the 15th of August 2022. Pooled prevalence was calculated based on six diagnostic methods. The pooled prevalence of MS was estimated using a random-effects model. Our risk of bias analysis was based on the Hoy et al. tool. A Heterogeneity (I2) assessment was performed, as well as an Egger test for publication bias. PROSPERO number CRD42021275176 was assigned to this study. RESULTS In total, 297 studies corresponding to 345 prevalence data from 29 African countries and involving 156 464 participants were included. The overall prevalence of MS in Africa was 32.4% (95% CI: 30.2-34.7) with significant heterogeneity (I2 = 98.9%; P<0.001). We obtained prevalence rates of 44.8% (95% CI: 24.8-65.7), 39.7% (95% CI: 31.7-48.1), 33.1% (95% CI: 28.5-37.8), 31.6% (95% CI: 27.8-35.6) and 29.3% (95% CI: 25.7-33) using the WHO, revised NCEP-ATP III, JIS, NCEP/ATP III and IDF definition criteria, respectively. The prevalence of MS was significantly higher in adults >18 years with 33.1% (95%CI: 30.8-35.5) compared to children <18 years with 13.3% (95%CI: 7.3-20.6) (P<0.001). MS prevalence was significantly higher in females with 36.9% (95%CI: 33.2-40.7) compared to males with 26.7% (95%CI: 23.1-30.5) (P<0.001). The prevalence of MS was highest among Type 2 diabetes patients with 66.9% (95%CI: 60.3-73.1), followed by patients with coronary artery disease with 55.2% (95%CI: 50.8-59.6) and cardiovascular diseases with 48.3% (95%CI: 33.5-63.3) (P<0.001). With 33.6% (95% CI: 28.3-39.1), the southern African region was the most affected, followed by upper-middle income economies with 35% (95% CI: 29.5-40.6). CONCLUSION This study, regardless of the definition used, reveals a high prevalence of MS in Africa, confirming the ongoing epidemiological transition in African countries. Early prevention and treatment strategies are urgently needed to reverse this trend.
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Affiliation(s)
- Arnol Bowo-Ngandji
- Department of Microbiology, The University of Yaounde I, Yaounde, Cameroon
| | - Sebastien Kenmoe
- Department of Microbiology and Parasitology, University of Buea, Buea, Cameroon
| | - Jean Thierry Ebogo-Belobo
- Institute of Medical Research and Medicinal Plants Studies, Medical Research Centre, Yaounde, Cameroon
| | - Raoul Kenfack-Momo
- Department of Biochemistry, The University of Yaounde I, Yaounde, Cameroon
| | - Guy Roussel Takuissu
- Centre for Food, Food Security and Nutrition Research, Institute of Medical Research and Medicinal Plants Studies, Yaounde, Cameroon
| | - Cyprien Kengne-Ndé
- Epidemiological Surveillance, Evaluation and Research Unit, National AIDS Control Committee, Douala, Cameroon
| | | | | | | | | | | | | | - Ginette Irma Kame-Ngasse
- Institute of Medical Research and Medicinal Plants Studies, Medical Research Centre, Yaounde, Cameroon
| | | | - Maxwell Wandji Nguedjo
- Centre for Food, Food Security and Nutrition Research, Institute of Medical Research and Medicinal Plants Studies, Yaounde, Cameroon
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Benmohammed K, Valensi P, Omri N, Al Masry Z, Zerhouni N. Metabolic syndrome screening in adolescents: New scores AI_METS based on artificial intelligence techniques. Nutr Metab Cardiovasc Dis 2022; 32:2890-2899. [PMID: 36182336 DOI: 10.1016/j.numecd.2022.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 08/03/2022] [Accepted: 08/04/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND AIMS Metabolic syndrome (MetS) definitions in adolescents based on the percentiles of its components are rather complicated to use in clinical practice. The aim of this study was to test the validity of artificial intelligence (AI)-based scores (AI_METS) that do not use these percentiles for MetS screening for adolescents. METHODS AND RESULTS This study included 1086 adolescents aged 12 to 18. The cohort underwent anthropometric measurements and blood tests. Mean blood pressure (MBP), and triglyceride glucose index (TyG) were calculated. Explainable AI methods are used to extract the learned function. Gini importance techniques were tested and used to build new scores for the screening of MetS. IDF, Cook, De Ferranti, Viner, and Weiss definitions of MetS were used to test the validity of these scores. MetS prevalence was 0.4%-4.7% according to these definitions. AI_METS used age, waist circumference, MBP, and TyG index. They offer area under the curves (AUCs) 0.91, 0.93, 0.89, 0.93, and 0.98; specificity 81%, 75%, 72%, 80%, and 97%; and sensitivity 90%, 100%, 90%, 100%, and 100%, respectively, for the detection of MetS according to these definitions. Considering only MBP offers a better specificity and sensitivity to detect MetS than considering only TyG index. MBP offers slightly lower performance than AI_METS. CONCLUSION AI techniques have proven their ability to extract knowledge from data. They allowed us to generate new scores for MetS detection in adolescents without using specific percentiles for each component. Although these scores are less intuitive than the percentile-based definition, their accuracy is rather effective for the detection of MetS.
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Affiliation(s)
- Karima Benmohammed
- Department of Endocrinology, Diabetology and Nutrition, Faculty of Medicine, University of Constantine 3, Algeria; Preventive Medicine of Chronic Diseases Research Laboratory, University of Constantine 3, Algeria.
| | - Paul Valensi
- Unit of Endocrinology-Diabetology-Nutrition, Jean Verdier Hospital, APHP, Paris 13 University, Sorbonne Paris Cité, CINFO, CRNH-IdF, Bondy, France
| | - Nabil Omri
- FEMTO-ST Institute, Univ. Bourgogne Franche-Comté, CNRS, ENSMM, France
| | - Zeina Al Masry
- FEMTO-ST Institute, Univ. Bourgogne Franche-Comté, CNRS, ENSMM, France
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Anthropometric Cut-Off Values for Detecting the Presence of Metabolic Syndrome and Its Multiple Components among Adults in Vietnam: The Role of Novel Indices. Nutrients 2022; 14:nu14194024. [PMID: 36235677 PMCID: PMC9571833 DOI: 10.3390/nu14194024] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 09/19/2022] [Accepted: 09/23/2022] [Indexed: 11/18/2022] Open
Abstract
Recent studies have shown that using international guidelines to diagnose metabolic syndrome (MetS) may underestimate its prevalence in different Asian populations. This study aims to determine the validity of anthropometric indicators and appropriate cut-off values to predict MetS for Vietnamese adults. We analyzed data on 4701 adults across four regions of Vietnam. Four conventional and five novel anthropometric indexes were calculated. The area under a receiver operating characteristic (ROC) curve (AUC) and Youden’s J statistic were applied to evaluate the diagnostic ability and optimal cut-off values. Regardless of diagnostic criteria and gender, Abdominal volume index (AVI), Body roundness index (BRI), and Waist-height ratio (WHtR) had the highest AUC values, followed by Body mass index (BMI) and Waist-hip ratio (WHR). However, it was seen that differences among the AUC values of most indices were minor. In men, using International Diabetes Federation (IDF) criteria, the threshold of indices was 3.86 for BRI, 16.20 for AVI, 0.53 for WHtR, 22.40 for BMI, and 0.90 for WHR. In women, the threshold for these figures were 3.60, 12.80, 0.51, 23.58, and 0.85, respectively. It is recommended that health personnel in Vietnam should apply appropriate thresholds of anthropometry, which are lower than current international guidelines, for MetS screening to avoid under-diagnosis.
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Zhang F, Han Y, Wang H, Li Y, Yan Z. Diagnostic test accuracy of waist-to-height ratio as a screening tool for cardiovascular risk in children and adolescents: a meta-analysis. Ann Hum Biol 2022; 49:217-227. [PMID: 36121693 DOI: 10.1080/03014460.2022.2126523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
CONTEXT Waist-to-height ratio (WHtR) is a controversial evaluation index of cardiovascular risk factors (CVRFs) in children and adolescents. OBJECTIVE To assess the accuracy of WHtR as a measure to screen for clusters of at least one CVRF (CVRF1), two CVRFs (CVRF2), and three CVRFs (CVRF3) in different ages, sexes, regions and cut-offs. METHODS The PubMed, Web of Science, EBSCOhost, Springer, Taylor & Francis Online, Wiley Online Library, Wanfang, and CNKI databases were searched for eligible publications up to June 2021. The QUADAS-2 checklist was used to assess the methodology of the included studies. RESULTS Twenty-two studies that evaluated 85281 children and adolescents aged 5-19 years were included in the meta-analysis. The AUSROC values were 0.56 (95% CI: 0.54-0.57), 0.82 (95% CI: 0.81-0.83), and 0.89 (95% CI: 0.89-0.90) for CVRF1, CVRF2, and CVRF3, respectively. Higher AUSROC values were found for adolescents (12-19 years), that is, 0.91 (95% CI: 0.88-0.93), 0.90 (95% CI: 0.87-0.92) for males, and 0.91 (95% CI: 0.90-0.91) for a cut-off of ≥ 0.51 in the identification of CVRF3. CONCLUSION WHtR can be used as an accurate screening tool for CVRF3 and CVRF2 in children and adolescents, and it is recommended to select different cut-offs according to different ages, sexes, and regions.
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Affiliation(s)
- Fusheng Zhang
- College of Physical Education and Health, Guangxi Normal University, Guilin, China.,School of Physical Education, Zhaotong University, Zhaotong, China
| | - Yanbai Han
- College of Physical Education and Health, Guangxi Normal University, Guilin, China
| | - Hongli Wang
- College of Physical Education and Health, Guangxi Normal University, Guilin, China
| | - Yong Li
- College of Physical Education and Health, Guangxi Normal University, Guilin, China
| | - Zhiwei Yan
- Department of Sports Rehabilitation, College of Human Kinesiology, Shenyang Sport University, Shenyang, China
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Ezzatvar Y, Izquierdo M, Ramírez-Vélez R, Del Pozo Cruz B, García-Hermoso A. Accuracy of different cutoffs of the waist-to-height ratio as a screening tool for cardiometabolic risk in children and adolescents: A systematic review and meta-analysis of diagnostic test accuracy studies. Obes Rev 2022; 23:e13375. [PMID: 34751482 DOI: 10.1111/obr.13375] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 09/24/2021] [Indexed: 12/11/2022]
Abstract
The present systematic review with meta-analysis sought to estimate the accuracy of different waist-to-height ratio (WHtR) cutoff ranges as risk indicators for cardiometabolic health in different populations of children and adolescents. Systematic searches were undertaken to identify studies in apparently healthy participants aged 3-18 years that conducted receiver operating characteristic curve analysis and reported area under the receiver operating characteristic curves for WHtR with any cardiometabolic biomarker. Forty-one cross-sectional studies were included in the meta-analysis, including 138,561 young individuals (50% girls). Higher area under summary receiver operating characteristic (AUSROC) values were observed in cutoffs between 0.46 and 0.50 (AUSROC = 0.83, 95%CI: 0.80-0.86) and ≥0.51 (AUSROC = 0.87, 95%CI: 0.84-0.90) (p < 0.001 in comparison with cutoffs 0.41 to 0.45), with similar results in both sexes. The AUSROC value increased in the East and Southeast Asian regions using a WHtR cutoff of ≥0.46 (AUSROC = 0.90, 95%CI: 0.87 to 0.92). A cutoff of ≥0.54 was optimal for the Latin American region (AUSROC = 0.96, 95%CI: 0.94-0.97). Our meta-analysis identified optimal cutoff values of WHtR for use in children and adolescents from different regions. Despite the widely accepted WHtR cutoff of 0.50, the present study indicated that a single cutoff value of WHtR may be inappropriate.
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Affiliation(s)
- Yasmin Ezzatvar
- Department of Nursing, Universitat de València, Valencia, Spain
| | - Mikel Izquierdo
- Navarrabiomed, Navarra Hospital Complex (CHN), Public University of Navarra (UPNA), Pamplona, Spain
| | - Robinson Ramírez-Vélez
- Navarrabiomed, Navarra Hospital Complex (CHN), Public University of Navarra (UPNA), Pamplona, Spain
| | - Borja Del Pozo Cruz
- Centre for Active and Healthy Ageing, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Antonio García-Hermoso
- Navarrabiomed, Navarra Hospital Complex (CHN), Public University of Navarra (UPNA), Pamplona, Spain.,Sciences of Physical Activity, Sports and Health School, University of Santiago of Chile (USACH), Santiago, Chile
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Siwarom S, Pirojsakul K, Aekplakorn W, Paksi W, Kessomboon P, Neelapaichit N, Chariyalertsak S, Assanangkornchai S, Taneepanichskul S. Waist-to-Height Ratio Is a Good Predictor of Metabolic Syndrome in Adolescents: A Report From the Thai National Health Examination Survey V, 2014. Asia Pac J Public Health 2021; 34:36-43. [PMID: 34590882 DOI: 10.1177/10105395211046474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study aimed to assess the performance of waist-to-height ratio (WHtR) in the prediction of metabolic syndrome and to determine the appropriate cutoff value in Thai adolescents. Demographic data, blood pressure, fasting blood glucose, and lipid profile were obtained from the Thai National Health Examination Survey V database. The performances of WHtR, waist circumference, body mass index (BMI), and BMI z-score were analyzed by the receiver operating characteristics. Among 2644 adolescents, metabolic syndrome was identified in 4.27%. The areas under the receiver operating characteristic curves of WHtR, waist circumference, BMI, and BMI z-score were comparable (0.924-0.960). Performance of WHtR was more constant across age groups compared with other parameters. Using the cutoff value of WHtR at 0.5 resulted in the sensitivity and specificity of 98.5%/83.4% and 88.9%/86.0% in males and females, respectively. In conclusion, the cutoff value of WHtR at 0.5 provided good sensitivity and specificity for identifying metabolic syndrome in both genders. However, the other clinical risk factors or more definite scores should be considered when further assessment.
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Affiliation(s)
| | | | | | - Witchuri Paksi
- Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Jiang Y, Dou Y, Chen H, Zhang Y, Chen X, Wang Y, Rodrigues M, Yan W. Performance of waist-to-height ratio as a screening tool for identifying cardiometabolic risk in children: a meta-analysis. Diabetol Metab Syndr 2021; 13:66. [PMID: 34127061 PMCID: PMC8201900 DOI: 10.1186/s13098-021-00688-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 06/08/2021] [Indexed: 01/18/2023] Open
Abstract
OBJECTIVE To provide the latest evidence of performance and robustness of waist-to-height ratio (WHtR) in discriminating clusters of cardiometabolic risk factors (CMRs) and promote WHtR in routine primary health care practice in children, a meta-analysis was used. METHODS Searches was performed in eight databases from inception to July 03, 2020. Inclusion criteria were: (1) observational study, (2) children and adolescents, (3) provided WHtR measurements, (4) had CMRs as outcomes, and (5) diagnostic studies. Exclusion criteria were: (1) non-original articles, (2) unable to extract 2 × 2 contingency tables, (3) not in English or Chinese language, (4) populations comprising clinical patients, or (5) duplicate articles. WHtR cutoff points, 2 × 2 contingency tables were extracted from published reports. Outcomes included: CMR clusters of at least three CMRs (CMR3), two (CMR2), one (CMR1), and CMR components. Bivariate mixed-effects models were performed to estimate the summarised area under the curves (AUSROC) with 95% CIs and related indexes. We conducted subgroup analyses by sex and East Asian ethnicity. RESULTS Fifty-three observational studies were included. The AUSROC reached 0.91 (95% CI: 0.88-0.93), 0.85 (95% CI: 0.81, 0.88) and 0.75 (95% CI: 0.71, 0.79) for CMR3, CMR2, and CMR1, respectively. The pooled sensitivity and specificity for CMR3 reached 0.84 and exceeded 0.75 for CMR2. For CMR1, the sensitivity achieved 0.55 with 0.84 for specificity. We had similar findings for our subgroup and sensitivity analyses. CONCLUSIONS WHtR shows good and robust performance in identifying CMRs clustering across racial populations, suggesting its promising utility in public health practice globally.
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Affiliation(s)
- Yuan Jiang
- Department of Clinical Epidemiology and Clinical Trial Unit, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, 201102, People's Republic of China
- Research Unit of Early Intervention of Genetically Related Childhood Cardiovascular Diseases (2018RU002), Chinese Academy of Medical Sciences, Shanghai, China
| | - Yalan Dou
- Department of Clinical Epidemiology and Clinical Trial Unit, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, 201102, People's Republic of China
| | - Hongyan Chen
- Department of Clinical Epidemiology and Clinical Trial Unit, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, 201102, People's Republic of China
| | - Yi Zhang
- Department of Clinical Epidemiology and Clinical Trial Unit, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, 201102, People's Republic of China
- Research Unit of Early Intervention of Genetically Related Childhood Cardiovascular Diseases (2018RU002), Chinese Academy of Medical Sciences, Shanghai, China
| | - Xiaotian Chen
- Department of Clinical Epidemiology and Clinical Trial Unit, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, 201102, People's Republic of China
- Research Unit of Early Intervention of Genetically Related Childhood Cardiovascular Diseases (2018RU002), Chinese Academy of Medical Sciences, Shanghai, China
| | - Yin Wang
- Department of Clinical Epidemiology and Clinical Trial Unit, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, 201102, People's Republic of China
- Research Unit of Early Intervention of Genetically Related Childhood Cardiovascular Diseases (2018RU002), Chinese Academy of Medical Sciences, Shanghai, China
| | - Myanca Rodrigues
- Health Research Methodology Graduate Program, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Weili Yan
- Department of Clinical Epidemiology and Clinical Trial Unit, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, 201102, People's Republic of China.
- Research Unit of Early Intervention of Genetically Related Childhood Cardiovascular Diseases (2018RU002), Chinese Academy of Medical Sciences, Shanghai, China.
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The prevalence of pediatric metabolic syndrome-a critical look on the discrepancies between definitions and its clinical importance. Int J Obes (Lond) 2020; 45:12-24. [PMID: 33208861 PMCID: PMC7752760 DOI: 10.1038/s41366-020-00713-1] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 10/16/2020] [Accepted: 11/02/2020] [Indexed: 02/06/2023]
Abstract
Introduction The Metabolic Syndrome (MetS) describes the clustering of cardio-metabolic risk factors—including abdominal obesity, insulin resistance, elevated blood pressure, high levels of triglycerides, and low levels of high-density lipoproteins—that increase the risk for developing cardiovascular diseases and type 2 diabetes mellitus. However, a generally accepted definition of MetS in pediatric patients is still lacking. Objectives The aim was to summarize current prevalence data of childhood MetS as well as to discuss the continuing disagreement between different pediatric definitions and the clinical importance of such diagnosis. Methodology A systematic literature search on the prevalence of pediatric MetS was conducted. Articles that were published during the past 5 years (2014–2019), using at least one of four predetermined classifications (International Diabetes Federation, Cook et al., Ford et al., and de Ferranti et al.), were included. Results The search resulted in 1167 articles, of which 31 publications met all inclusion criteria. Discussion The prevalence of MetS ranged between 0.3 and 26.4%, whereby the rising number of children and adolescents with MetS partly depended on the definition used. The IDF definition generally provided the lowest prevalences (0.3–9.5%), whereas the classification of de Ferranti et al. yielded the highest (4.0–26.4%). In order to develop a more valid definition, further research on long-term consequences of childhood risk factors such as abdominal obesity, insulin resistance, hypertension, and dyslipidemia is needed. There is also a temptation to suggest one valid, globally accepted definition of metabolic syndrome for pediatric populations but we believe that it is more appropriate to suggest definitions of MetS that are specific to males vs. females, as well as being specific to race/ethnicity or geographic region. Finally, while this notion of definitions of MetS specific to certain subgroups is important, it still needs to be tested in future research.
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Dou Y, Jiang Y, Yan Y, Chen H, Zhang Y, Chen X, Wang Y, Cheng H, Zhao X, Hou D, Mi J, Yan W. Waist-to-height ratio as a screening tool for cardiometabolic risk in children and adolescents: a nationwide cross-sectional study in China. BMJ Open 2020; 10:e037040. [PMID: 32565476 PMCID: PMC7311015 DOI: 10.1136/bmjopen-2020-037040] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES To demonstrate the accuracy and flexibility of using waist-to-height ratio (WHtR) as a screening tool for identifying children and adolescents with cardiometabolic risk (CMR) across a wide range of prevalence levels among general paediatric populations. DESIGN A nationwide population-based cross-sectional study with all data collected at school settings in six cities of China. PARTICIPANTS A total of 8130 children and adolescents aged 7-18 years with complete anthropometric and CMR measurements based on blood tests were recruited. OUTCOME MEASURES Elevated blood pressure, dyslipidaemia, elevated fasting blood glucose and central obesity were measured. The primary outcome, CMRs, was defined as meeting three or more of the above risk factors. The accuracy of WHtR for identifying CMRs was evaluated using areas under the curves (AUCs) with 95% CI of the receiver operating characteristic curve. The predictability of WHtR at given CMRs prevalence levels was estimated by positive predictive value (PPV) and negative predictive value. RESULTS Overall, 6.1% of study participants were presented with CMRs. WHtR had high AUCs ranging from 0.84 (95% CI 0.81 to 0.88) to 0.88 (95% CI 0.86 to 0.90) in the total population and age-subgroup and gender-subgroup. The overall optimal WHtR cut-off value was 0.467, with boys having a higher cut-off than girls (0.481 vs 0.456). WHtR achieved an overall sensitivity of 0.89 and PPV of 18.8% at a specificity of 0.75. The screening performance of WHtR remained satisfactory across a wide range of given CMRs prevalence levels (5%, 10% and 20%). CONCLUSION WHtR as a screening tool could accurately and flexibly identify children affected with the clusters of three or more of CMR factors from the general paediatric population with various CMR prevalence levels. Our findings provide support for policy-making on early CMR identification and management in the high-risk group of children.
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Affiliation(s)
- Yalan Dou
- Department of Clinical Epidemiology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Yuan Jiang
- Department of Clinical Epidemiology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Yinkun Yan
- Department of Non-Communicable Disease Management, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Hongyan Chen
- Department of Clinical Epidemiology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Yi Zhang
- Department of Clinical Epidemiology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Xiaotian Chen
- Department of Clinical Epidemiology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Yin Wang
- Department of Clinical Epidemiology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Hong Cheng
- Department of Epidemiology, Capital Institute of Pediatrics, Beijing, China
| | - Xiaoyuan Zhao
- Department of Epidemiology, Capital Institute of Pediatrics, Beijing, China
| | - Dongqing Hou
- Department of Epidemiology, Capital Institute of Pediatrics, Beijing, China
| | - Jie Mi
- Department of Non-Communicable Disease Management, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
- Department of Epidemiology, Capital Institute of Pediatrics, Beijing, China
| | - Weili Yan
- Department of Clinical Epidemiology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
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Contribution of genetic, biochemical and environmental factors on insulin resistance and obesity in Mexican young adults. Obes Res Clin Pract 2019; 13:533-540. [PMID: 31796261 DOI: 10.1016/j.orcp.2019.10.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 09/29/2019] [Accepted: 10/31/2019] [Indexed: 12/11/2022]
Abstract
Overweight/obesity, dyslipidemias, hypertension and hyperglycemia are strongly related to non-communicable diseases (NCD) in which genetic and environmental factors interact with each other. The Mexican population exhibit a genetic disposition to metabolic syndrome, type 2 diabetes, as well as many forms of dyslipidemia. This study aimed to determine the association between biochemical, genetic and environmental factors in the development of metabolic syndrome (MS), obesity and insulin resistance (IR) in Mexican young adults. Young women and men (n=6750 between 19.3±2.3 years old) participated in a health promotion program from the Autonomous University of Querétaro, México (SU-Salud program). A sub-sample of 665 participants was taken for the determination of single nucleotide polymorphisms (SNP) rs964184 (APOAV), rs9282541 (ABCA1) and rs1260326 (GCKR), using QuantStudio 12K Flex Real-Time PCR System. For the multivariate analysis, a multiple logistic regression was performed. A prevalence of 22% of overweight and 7% of obesity was determined. The main metabolic risk factors were low levels of HDL-C (30%), IR (19%), and a high level of triglycerides (15%). The main factors associated with IR were body fat percentage and triglycerides; SNP for the ABCA1 gene was related to MS, obesity and low HDL-C; SNP for GCKR gene was related to high fasting glycemia, while APOAV SNP was related with MS, hypertriglyceridemia and low HDL-C. Our findings show that the Mexican genetic predisposition to NCD affects young adults, who can suffer MS, obesity and IR. Public health strategies must focus on prevention actions from an early age.
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Mastroeni SSDBS, Mastroeni MF, Ekwaru JP, Setayeshgar S, Veugelers PJ, Gonçalves MDC, Rondó PHDC. Anthropometric measurements as a potential non-invasive alternative for the diagnosis of metabolic syndrome in adolescents. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2019; 63:30-39. [PMID: 30864629 PMCID: PMC10118845 DOI: 10.20945/2359-3997000000100] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 11/14/2018] [Indexed: 11/23/2022]
Abstract
OBJECTIVE To identify which anthropometric measurement would be the best predictor of metabolic syndrome (MetS) in Brazilian adolescents. SUBJECTS AND METHODS Cross-sectional study conducted on 222 adolescents (15-17 years) from a city in southern Brazil. Anthropometric, physical activity, blood pressure and biochemical parameters were investigated. MetS criteria were transformed into a continuous variable (MetS score). Linear regression analyses were performed to assess the associations of BMI, hip circumference, neck circumference (NC), triceps skinfold, subscapular skinfold and body fat percentage with MetS score. ROC curves were constructed to determine the cutoff for each anthropometric measurement. RESULTS The prevalence of MetS was 7.2%. Each anthropometric measurement was significantly (p < 0.001) associated with MetS score. After adjusting for potential confounding variables (age, sex, physical activity, and maternal education), the standardized coefficients of NC and body fat percentage appeared to have the strongest association (beta = 0.69 standard deviation) with MetS score. The regression of BMI provided the best model fit (adjusted R2 = 0.31). BMI predicted MetS with high sensitivity (100.0%) and specificity (86.4%). CONCLUSIONS Our results suggest that BMI and NC are effective screening tools for MetS in adolescents. The early diagnosis of MetS combined with targeted lifestyle interventions in adolescence may help reduce the burden of cardiovascular diseases and diabetes in adulthood.
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Affiliation(s)
- Silmara Salete de Barros Silva Mastroeni
- Departamento de Educação Física, Universidade da Região de Joinville (Univille), Joinville, SC, Brasil.,Population Health Intervention Research Unit, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Marco Fabio Mastroeni
- Population Health Intervention Research Unit, School of Public Health, University of Alberta, Edmonton, Alberta, Canada.,Programa de Pós-Graduação em Saúde e Meio Ambiente, Universidade da Região de Joinville (Univille), Joinville, SC, Brasil
| | - John Paul Ekwaru
- Population Health Intervention Research Unit, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Solmaz Setayeshgar
- Population Health Intervention Research Unit, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Paul J Veugelers
- Population Health Intervention Research Unit, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
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12
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Reuter CP, Burgos MS, Barbian CD, Renner JDP, Franke SIR, de Mello ED. Comparison between different criteria for metabolic syndrome in schoolchildren from southern Brazil. Eur J Pediatr 2018; 177:1471-1477. [PMID: 29974212 DOI: 10.1007/s00431-018-3202-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 06/27/2018] [Accepted: 06/27/2018] [Indexed: 01/19/2023]
Abstract
UNLABELLED The metabolic syndrome (MetS), although more frequent in adults, is already evident in the infant-juvenile population. On the other hand, there are different criteria for the diagnosis, without a consensus of which is the best to be used in this population. The aim of this study was to evaluate the agreement between different criteria for diagnosis of MetS in adolescents from southern Brazil. A cross-sectional study consisting of a sample of 1200 subjects, 679 females, aged between 12 and 17 years. MetS was assessed by three different criteria: Cook (2003), Ferranti (2004), and International Diabetes Federation - IDF (2007). The agreement between the criteria was evaluated by the Kappa index. Low prevalence of MetS was found among schoolchildren (1.9% for Cook, 5.0% for Ferranti, and 2.1% for IDF). Regular (Ferranti - IDF: Kappa 0.382; p < 0.001) and moderate (Cook - Ferranti: Kappa 0.542; p < 0.001; Cook - IDF: Kappa 0.532; p < 0.001) agreement was demonstrated between the criteria. Elevated blood pressure was the most frequent condition in all the criteria, and the least frequent condition was in the glycemia (Cook and Ferranti) and high-density lipoprotein cholesterol levels. CONCLUSION The low prevalence of MetS and the low agreement among the existing criteria suggest the elaboration of new criteria for the diagnosis of MetS in the child and adolescent population. What is Known: • There are different criteria for the diagnosis of the metabolic syndrome (MetS), without a consensus of which is the best to be used in the infant-juvenile population. What is New: • Low prevalence of MetS identified among schoolchildren and the low agreement among the existing criteria suggest the elaboration of new criteria for the diagnosis of MetS in the child and adolescent population.
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Affiliation(s)
- Cézane Priscila Reuter
- Departamento de Educação Física e Saúde, Universidade de Santa Cruz do Sul (UNISC), Avenida Independência, 2293 - Bloco 42, sala 4201, Santa Cruz do Sul, RS, Brazil.
- Programa de Pós-graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil.
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (UNISC), Santa Cruz do Sul, RS, Brazil.
| | - Miria Suzana Burgos
- Departamento de Educação Física e Saúde, Universidade de Santa Cruz do Sul (UNISC), Avenida Independência, 2293 - Bloco 42, sala 4201, Santa Cruz do Sul, RS, Brazil
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (UNISC), Santa Cruz do Sul, RS, Brazil
| | - Cláudia Daniela Barbian
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (UNISC), Santa Cruz do Sul, RS, Brazil
| | - Jane Dagmar Pollo Renner
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (UNISC), Santa Cruz do Sul, RS, Brazil
- Departamento de Biologia e Farmácia, Universidade de Santa Cruz do Sul (UNISC), Santa Cruz do Sul, RS, Brazil
| | - Silvia Isabel Rech Franke
- Departamento de Educação Física e Saúde, Universidade de Santa Cruz do Sul (UNISC), Avenida Independência, 2293 - Bloco 42, sala 4201, Santa Cruz do Sul, RS, Brazil
- Programa de Pós-graduação em Promoção da Saúde, Universidade de Santa Cruz do Sul (UNISC), Santa Cruz do Sul, RS, Brazil
| | - Elza Daniel de Mello
- Programa de Pós-graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
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13
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Ochoa Sangrador C, Ochoa-Brezmes J. Waist-to-height ratio as a risk marker for metabolic syndrome in childhood. A meta-analysis. Pediatr Obes 2018; 13:421-432. [PMID: 29700992 DOI: 10.1111/ijpo.12285] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 02/14/2018] [Accepted: 02/21/2018] [Indexed: 12/23/2022]
Abstract
BACKGROUND Individuals with abdominal obesity have a higher cardiovascular risk, regardless of the degree of global overweight. OBJECTIVE To estimate the accuracy of the Waist/height ratio (WtHR) as a risk marker for metabolic syndrome (MS) in children or adolescents. METHODS Published cohort or cross-sectional studies (Pubmed, Embase-SCOPUS and CINAHL) were searched, with no limits of time. Studies providing Waist/height ratio and clustered criteria of metabolic syndrome were included. RESULTS Thirty-one studies (66,912 subjects) were selected. Overall, a high WtHR (≥0.5) was associated with a four-fold increased risk of clustered criteria of MS (odds ratio [OR] 4.15, 95% confidence interval [95% CI]: 2.69 to 6.42) and two-fold increased risk when adjusted by general obesity (adjusted OR 2.26, 95% CI: 1.29 to 3.98). The WtHR, as a quantitative measure, showed a pooled area under the curve of 0.76 (95% CI: 0.71 to 0.80) and, as a dichotomous measure, with a cut-off point close to 0.5, a sensitivity of 60% (95% CI: 50% to 68.8%) and a specificity of 79% (95% CI: 71.6% to 83.9%). CONCLUSIONS Measuring WtHR may be considered in regular health checks of children and adolescents, as it can measure cardiovascular risk regardless of the degree of general obesity.
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Affiliation(s)
| | - J Ochoa-Brezmes
- School of Medicine, University of Valladolid, Valladolid, Spain
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14
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Bouhenni H, Daoudi H, Djemai H, Rouabah A, Vitiello D, Rouabah L. Metabolic syndrome, leptin-insulin resistance and uric acid: a trinomial foe for Algerian city-dweller adolescents' health. Int J Adolesc Med Health 2018; 31:/j/ijamh.ahead-of-print/ijamh-2017-0076/ijamh-2017-0076.xml. [PMID: 29590081 DOI: 10.1515/ijamh-2017-0076] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 06/20/2017] [Indexed: 12/19/2022]
Abstract
Background Adolescence is one of the critical periods where increased risk for long-term obesity-related complications is an important health concern. This highlights the need to perform early diagnostics based on precise biomarkers to decrease the risk of complications in adolescents with obesity. Objective To determine the relationships between serum levels of uric acid (UA), leptin and insulin with metabolic syndrome (MS) components in Algerian adolescents. Subjects Nondiabetic adolescents (n = 204). Methods Blood pressure (BP) and anthropometric measurements were performed using standardized techniques. Blood samples were taken for determination of glycemia, triglyceridemia, uricemia, cholesterolemia, leptinemia and insulinemia. Results The rate of MS among an excess weight group was 17.4% [95% confidence interval (CI)]. Serum levels of UA, leptin and insulin were significantly higher in the excess weight group compared to a normal weight group (279.4 ± 86.05 vs. 204.9 ± 50.34 μmol/L and 25.65 ± 14.01 vs. 4.09 ± 2.60 μg/L, p < 0.001; 24.58 ± 13.85 vs. 13.34 ± 6.41 μIU/L, p < 0.05). Serum levels of UA, leptin and insulin were significantly higher in adolescents with MS compared to those without MS (304.86 ± 111.41 vs. 224.72 ± 77.81 μmol/L, 30.26 ± 12.46 vs. 16.93 ± 14.97 μg/L and 30.91 ± 17.30 vs. 18.71 ± 10.14 μIU/L, p < 0.05, respectively). Significant correlations were found between UA and leptin with waist circumference (r = 0.50 and 0.76), diastolic blood pressure (r = 0.58 and 0.43), triglycerides (r = 0.42 and 0.35) and high-density lipoprotein-cholesterol (r = -0.36 and -0.35). Conclusion Serum levels of UA and leptin may be useful biomarkers for early diagnosis of the risk of MS in our Algerian adolescent population.
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Affiliation(s)
- Hamida Bouhenni
- Laboratory of Molecular and Cellular Biology, Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, Constantine, Algeria
| | - Hadjer Daoudi
- Laboratory of Molecular and Cellular Biology, Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, Constantine, Algeria
| | - Haidar Djemai
- IRMES - Institute for Research in bioMedicine and Epidemiology of Sport, Paris, France.,EA 7329, Paris Descartes University, Sorbonne Paris Cité, Paris, France.,National Institute of Sport, Expertise and Performance - INSEP, Paris, France
| | - Abdelkader Rouabah
- Laboratory of Molecular and Cellular Biology, Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, Constantine, Algeria
| | - Damien Vitiello
- IRMES - Institute for Research in bioMedicine and Epidemiology of Sport, Paris, France.,EA 7329, Paris Descartes University, Sorbonne Paris Cité, Paris, France.,National Institute of Sport, Expertise and Performance - INSEP, Paris, France.,School of Sport Sciences, Paris Descartes University, Paris, France
| | - Leila Rouabah
- Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, Constantine, 1 Ain El Bey Street, 25000, Constantine, Algeria, Tel: +213777065109
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15
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Oliveira RGD, Guedes DP. Performance of anthropometric indicators as predictors of metabolic syndrome in Brazilian adolescents. BMC Pediatr 2018; 18:33. [PMID: 29415673 PMCID: PMC5804068 DOI: 10.1186/s12887-018-1030-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 01/29/2018] [Indexed: 02/06/2023] Open
Abstract
Background It is not clear which is the best anthropometric indicator to predict metabolic syndrome (MetS) in adolescents. Our objective was to identify the predictive power, with respective cut-off points, of anthropometric indicators associated with the quantity and distribution of body fat for the presence of MetS and to determine the strength of the association between the proposed cut-off points and MetS in adolescents. Methods The sample consisted of 1035 adolescents (565 girls and 470 boys) aged between 12 and 20 years. Four anthropometric indicators were considered: waist circumference (WC), body mass index (BMI), waist-height ratio (WHtR), and conicity index (C-Index). MetS was defined according to the criteria of the International Diabetes Federation. Predictive performance was described through analysis of Receiver Operating Characteristic (ROC) curves with a 95% confidence interval. The most accurate cut-off points were identified through sensitivity, specificity and Area Under the Curve (AUC) values. Results The four anthropometric indicators presented significant AUCs close to 0.70. At younger ages (12-15 years) the girls presented a statistically greater capacity to discriminate MetS; however, at more advanced ages (16-20 years) both sexes presented similar AUCs. Among the anthropometric indicators investigated, regardless of sex and age, the WHtR showed the highest discriminant value for MetS, while the C-Index demonstrated a significantly lower capacity to predict MetS. The AUCs equivalent to WC and BMI did not differ statistically. The proposed cut-off points for WHtR (12-15 years = 0.46, 16-20 years = 0.48) presented the highest values of sensitivity and specificity, between 60% and 70%, respectively. Conclusion Considering that the best AUC was found for WHtR, we suggest the use of this anthropometric indicator, with the cut-off points presented herein, for the prediction of MetS in adolescents with characteristics similar to the study sample.
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Affiliation(s)
- Raphael Gonçalves de Oliveira
- Universidade Estadual do Norte do Paraná (UENP), Centro de Ciências da Saúde. Alameda Padre Magno, 841, Nova Alcântara, Jacarezinho, PR, CEP: 86.400-000, Brazil.
| | - Dartagnan Pinto Guedes
- Universidade Norte do Paraná (UNOPAR), Centro de Pesquisa em Ciências da Saúde. Rua Marselha, 591, Bairro Piza, CEP: 86.041-140, Londrina, PR, Brasil
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16
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Bouhenni H, Daoudi H, Djemai H, Noirez P, Rouabah A, Vitiello D, Rouabah L. Relationships between metabolic profile, hypertension and uric acid with cardiometabolic risk in adolescents with abdominal obesity: impact of geodemographic factors on the prevalence of abdominal obesity. Int J Adolesc Med Health 2017; 32:/j/ijamh.ahead-of-print/ijamh-2017-0107/ijamh-2017-0107.xml. [PMID: 29168965 DOI: 10.1515/ijamh-2017-0107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Accepted: 08/25/2017] [Indexed: 12/18/2022]
Abstract
Background Association of hyperuricemia, dyslipidemia and high blood pressure (BP) among adolescents with high waist-to-height ratio (WHtR) remains not fully addressed and could represent a new way to diagnose adolescents early with cardiometabolic risk. Objective We aimed to determine abdominal obesity (AO) prevalence and investigate relations between AO, uric acid (UA), lipid profiles, BP and geographical patterns in adolescents. Subjects 577 and 204 Algerian students aged between 10 and 19 years were included in our epidemiological and biochemical studies, respectively. Methods Height, weight, waist circumference (Wc) and hip circumferences, body mass index (BMI) and BP were measured. Fasting blood sampling was performed to measure glycemia, lipid profile, uricemia, insulinemia and leptinemia. The WHtR ≥0.50 was applied for the diagnosis of AO and geodemographics was evaluated. Results The prevalence of AO was 12.13% among all students, 19.17% and 16.39% among students living in urban and plain areas, respectively. The risk of AO may be reduced in rural and mountainous areas. Lipid parameters, UA, insulin and leptin serum concentrations were significantly increased in adolescents with WHtR ≥0.50 compared to those with WHtR <0.50. Cardiometabolic risk was increased with WHtR ≥0.50 and BMI >26. Means of BMI, Wc, BP, and lipid parameters were significantly increased in the fourth quartiles compared to the first quartile of UA. Conclusion Urban areas and plains represent factors contributing to AO and WHtR ≥0.50 may be used as a cut-off point to define risks of high BP, lipid abnormalities and UA serum level in Algerian adolescents.
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Affiliation(s)
- Hamida Bouhenni
- Laboratory of Molecular and Cellular Biology, Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, Constantine, Algeria
| | - Hadjer Daoudi
- Laboratory of Molecular and Cellular Biology, Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, Constantine, Algeria
| | - Haidar Djemai
- IRMES - Institute for Research in Biomedecine and Epidemiology of Sport, Paris, France.,EA 7329, Paris Descartes University, Sorbonne Paris Cité, Paris, France.,National Institute of Sport, Expertise and Performance - INSEP, Paris, France
| | - Philippe Noirez
- IRMES - Institute for Research in Biomedecine and Epidemiology of Sport, Paris, France.,EA 7329, Paris Descartes University, Sorbonne Paris Cité, Paris, France.,National Institute of Sport, Expertise and Performance - INSEP, Paris, France
| | - Abdelkader Rouabah
- Laboratory of Molecular and Cellular Biology, Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, Constantine, Algeria
| | - Damien Vitiello
- IRMES - Institute for Research in Biomedecine and Epidemiology of Sport, Paris, France.,National Institute of Sport, Expertise and Performance - INSEP, Paris, France.,EA 7329, Paris Descartes University, School of Sport Sciences, 1 Lacretelle street, 75015, Paris, France, Phone: +331176533402
| | - Leila Rouabah
- Laboratory of Molecular and Cellular Biology, Faculty of Natural Sciences and Life Sciences, Mentouri Brothers University, 1 Ain El bey street, 25000, Constantine, Algeria, Phone: +213777065109
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17
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Quadros TMBD, Gordia AP, Silva LR. ANTHROPOMETRY AND CLUSTERED CARDIOMETABOLIC RISK FACTORS IN YOUNG PEOPLE: A SYSTEMATIC REVIEW. ACTA ACUST UNITED AC 2017; 35:340-350. [PMID: 28977298 PMCID: PMC5606181 DOI: 10.1590/1984-0462/;2017;35;3;00013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 01/26/2017] [Indexed: 01/19/2023]
Abstract
OBJECTIVE To conduct a systematic review of the literature on the ability of anthropometric indicators to predict clustered cardiometabolic risk factors (CMRF) in children and adolescents. DATA SOURCE Studies published from June 1st, 2011 to May 31st, 2016 in the PubMed, SciELO and LILACS databases were analyzed. The research was based on keywords derived from the terms "anthropometric indicators" AND "cardiometabolic risk factors". Observational studies on the ability of anthropometric indicators as predictors of clustered CMRF in children and adolescents in Portuguese, English and Spanish languages were included. Studies with a specific group of obese patients or with other diseases were not included. DATA SYNTHESIS Of the 2,755 articles retrieved, 31 were selected for systematic review. Twenty-eight studies analyzed body mass index (BMI) as a predictor of clustered CMRF. Only 3 of the 25 cross-sectional studies found no association between anthropometric indicators and clustered CMRF. The results of six studies that compared the predictive ability of different anthropometric measures for clustered CMRF were divergent, and it was not possible to define a single indicator as the best predictor of clustered CMRF. Only six articles were cohort studies, and the findings suggested that changes in adiposity during childhood predict alterations in the clustered CMRF in adolescence. CONCLUSIONS BMI, waist circumference and waist-to-height ratio were predictors of clustered CMRF in childhood and adolescence and exhibited a similar predictive ability for these outcomes. These findings suggest anthropometric indicators as an interesting screening tool of clustered CMRF at early ages.
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Farrag NS, Cheskin LJ, Farag MK. A systematic review of childhood obesity in the Middle East and North Africa (MENA) region: Prevalence and risk factors meta-analysis. ADVANCES IN PEDIATRIC RESEARCH 2017; 4:8. [PMID: 29354689 PMCID: PMC5773115 DOI: 10.12715/apr.2017.4.8] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Obesity rates are rising globally, but there is evidence that young people in the Middle East and North Africa (MENA) region are at particularly high risk. We systematically searched the literature to map the MENA region for prevalence of childhood overweight and obesity, and examine the underlying risk factors and adverse effects associated with obesity in this region. Inclusion criteria were: English-language, non-basic-science focused articles that used any of the standard obesity definitions and were conducted in the MENA countries within the last five years. We searched PubMed using combinations of key terms ((childhood) OR adolescence) AND obesity) AND (MENA or each country) AND ("last five years" [PDat]). Studies demonstrated an increasing prevalence of obesity among many countries in the MENA region, especially in the Gulf area. Notably, in Kuwait, prevalence rates of overweight and obesity were 25.6% and 34.8% among young males and 20.8% and 20.5% among females. A meta-analysis revealed that physical inactivity, increased screen time, and higher social status were risk factors for childhood obesity. Childhood and adolescent obesity is a major challenge facing countries of the MENA region. Further research is needed to fully investigate the role of nutrition and other specific risk factors and evaluate various interventions to manage this pervasive and growing health problem.
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Affiliation(s)
- Nesrine S. Farrag
- Department of Public Health and Community Medicine, Mansoura University Faculty of Medicine, Mansoura, Egypt
| | - Lawrence J. Cheskin
- Department of Health, Behavior & Society, and Global Obesity Prevention Center, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Mohamed K. Farag
- Epidemiology Department, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Farrag NS, Cheskin LJ, Farag MK. A systematic review of childhood obesity in the Middle East and North Africa (MENA) region: Health impact and management. ADVANCES IN PEDIATRIC RESEARCH 2017; 4:6. [PMID: 29104941 PMCID: PMC5667657 DOI: 10.12715/apr.2017.4.6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Childhood obesity has serious consequences both immediately and in adulthood. The rates of obesity in children and adolescents are rising rapidly in the Middle East and North Africa (MENA) region. We systematically searched the literature to explore adverse effects associated with childhood obesity in this region and the management efforts for dealing with it. Inclusion criteria were: English-language, non-basic-science focused articles that used any of the standard obesity definitions and were conducted in the MENA countries within the last five years. We searched PubMed using combinations of key terms ((childhood) OR adolescence) AND obesity) AND (MENA or each country) AND ("last five years" [PDat]). Studies that examined adverse effects of childhood obesity gave fairly consistent results, revealing associations with higher blood pressure, pre-diabetes, metabolic abnormalities, and cardiovascular risk. Little or no overall effect on rates of childhood obesity has yet been demonstrated by interventions used to manage the problem. Obesity has a considerable impact on the health of children and adolescents, and the countries of the MENA region should endorse strategies and programs to prevent and manage this problem in an effective way.
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Affiliation(s)
- Nesrine S. Farrag
- Department of Public Health and Community Medicine, Mansoura University Faculty of Medicine, Mansoura, Egypt
| | - Lawrence J. Cheskin
- Department of Health, Behavior & Society, and Global Obesity Prevention Center, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Mohamed K. Farag
- Epidemiology Department, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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20
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Benmohammed K, Valensi P, Balkau B, Lezzar A. Metabolic syndrome in adolescents: definition based on regression of IDF adult cut-off points. Public Health 2016; 141:88-94. [DOI: 10.1016/j.puhe.2016.09.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 09/01/2016] [Indexed: 01/28/2023]
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21
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Lo K, Wong M, Khalechelvam P, Tam W. Waist-to-height ratio, body mass index and waist circumference for screening paediatric cardio-metabolic risk factors: a meta-analysis. Obes Rev 2016; 17:1258-1275. [PMID: 27452904 DOI: 10.1111/obr.12456] [Citation(s) in RCA: 163] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 06/17/2016] [Accepted: 06/29/2016] [Indexed: 02/01/2023]
Abstract
Waist-to-height ratio (WHtR) is superior to body mass index and waist circumference for measuring adult cardio-metabolic risk factors. However, there is no meta-analysis to evaluate its discriminatory power in children and adolescents. A meta-analysis was conducted using multiple databases, including Embase and Medline. Studies were included that utilized receiver-operating characteristics curve analysis and published area under the receiver-operating characteristics curves (AUC) for adiposity indicators with hyperglycaemia, elevated blood pressure, dyslipidemia, metabolic syndrome and other cardio-metabolic outcomes. Thirty-four studies met the inclusion criteria. AUC values were extracted and pooled using a random-effects model and were weighted using the inverse variance method. The mean AUC values for each index were greater than 0.6 for most outcomes including hypertension. The values were the highest when screening for metabolic syndrome (AUC > 0.8). WHtR did not have significantly better screening power than other two indexes in most outcomes, except for elevated triglycerides when compared with body mass index and high metabolic risk score when compared with waist circumference. Although not being superior in discriminatory power, WHtR is convenient in terms of measurement and interpretation, which is advantageous in practice and allows for the quick identification of children with cardio-metabolic risk factors at an early age.
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Affiliation(s)
- K Lo
- School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong
| | - M Wong
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong
| | - P Khalechelvam
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - W Tam
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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