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Choy CC, Johnson W, Braun JM, Soti-Ulberg C, Reupena MS, Naseri T, Savusa K, Lupematasila VF, Arorae MS, Tafunaina F, Unasa F, Duckham RL, Wang D, McGarvey ST, Hawley NL. Associations of childhood BMI traits with blood pressure and glycated haemoglobin in 6-9-year-old Samoan children. Pediatr Obes 2024; 19:e13112. [PMID: 38439600 PMCID: PMC11081844 DOI: 10.1111/ijpo.13112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 01/17/2024] [Accepted: 02/19/2024] [Indexed: 03/06/2024]
Abstract
INTRODUCTION Prevalence and risk factors for elevated glycated haemoglobin (HbA1c) and blood pressure (BP) are poorly understood among Pacific children. We examined associations of HbA1c and BP in 6-9 year-olds with body mass index (BMI) at ages 2, 5, and BMI velocity between 2-9 years in Samoa. METHODS HbA1c (capillary blood) and BP were measured in n = 410 Samoan children who were part of an ongoing cohort study. Multilevel models predicted BMI trajectory characteristics. Generalized linear regressions assessed associations of childhood characteristics and BMI trajectories with HbA1c and BP treated as both continuous and categorical outcomes. Primary caregiver-reported childhood characteristics were used as covariates. RESULTS Overall, 12.90% (n = 53) of children had high HbA1c (≥5.7%) and 33.17% (n = 136) had elevated BP. BMI at 5-years and BMI velocity were positively associated with high HbA1c prevalence in males. A 1 kg/m2 per year higher velocity was associated with a 1.71 (95% CI: 1.07, 2.75) times higher prevalence of high HbA1c. In females, higher BMI at 5-years and greater BMI velocity were associated with higher BP at 6-9 years (95% CI: 1.12, 1.40, and 1.42, 2.74, respectively). CONCLUSION Monitoring childhood BMI trajectories may inform cardiometabolic disease screening and prevention efforts in this at-risk population.
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Affiliation(s)
- Courtney C. Choy
- Department of Chronic Disease Epidemiology, Yale School of Public Health, 60 College Street, New, Haven, CT 06520, USA
- Department of Epidemiology, International Health Institute, School of Public Health, Brown University, 121 South Main Street, Providence, RI 02906, USA
| | - William Johnson
- School of Sport, Exercise, and Health Sciences, Loughborough University, Epinal Way, Loughborough, LE11 3TU, UK
| | - Joseph M. Braun
- Department of Epidemiology, School of Public Health, Brown University, 121 South Main Street, Providence, RI 02906, USA
| | | | | | - Take Naseri
- Department of Epidemiology, International Health Institute, School of Public Health, Brown University, 121 South Main Street, Providence, RI 02906, USA
| | - Kima Savusa
- Samoa Obesity, Lifestyle, and Genetic Adaptations (OLaGA) Study Group
| | | | | | - Faatali Tafunaina
- Samoa Obesity, Lifestyle, and Genetic Adaptations (OLaGA) Study Group
| | - Folla Unasa
- Samoa Obesity, Lifestyle, and Genetic Adaptations (OLaGA) Study Group
| | - Rachel L. Duckham
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, 221 Burwood Highway, Burwood, VIC 3125, Australia
- Australian Institute for Musculoskeletal Science (AIMSS), The University of Melbourne and Western, Health, 176 Furlong Road, St. Albans, VIC 3021, Australia
| | - Dongqing Wang
- Department of Global and Community Health, College of Public Health, George Mason University, Fairfax, VA, USA
| | - Stephen T. McGarvey
- Department of Epidemiology, International Health Institute, School of Public Health, Brown University, 121 South Main Street, Providence, RI 02906, USA
- Department of Anthropology, Brown University, 128 Hope Street, Providence, RI 02912, USA
| | - Nicola L. Hawley
- Department of Chronic Disease Epidemiology, Yale School of Public Health, 60 College Street, New, Haven, CT 06520, USA
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Cruz-Ávila HA, Ramírez-Alatriste F, Martínez-García M, Hernández-Lemus E. Comorbidity patterns in cardiovascular diseases: the role of life-stage and socioeconomic status. Front Cardiovasc Med 2024; 11:1215458. [PMID: 38414921 PMCID: PMC10897012 DOI: 10.3389/fcvm.2024.1215458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 01/29/2024] [Indexed: 02/29/2024] Open
Abstract
Cardiovascular diseases stand as a prominent global cause of mortality, their intricate origins often entwined with comorbidities and multimorbid conditions. Acknowledging the pivotal roles of age, sex, and social determinants of health in shaping the onset and progression of these diseases, our study delves into the nuanced interplay between life-stage, socioeconomic status, and comorbidity patterns within cardiovascular diseases. Leveraging data from a cross-sectional survey encompassing Mexican adults, we unearth a robust association between these variables and the prevalence of comorbidities linked to cardiovascular conditions. To foster a comprehensive understanding of multimorbidity patterns across diverse life-stages, we scrutinize an extensive dataset comprising 47,377 cases diagnosed with cardiovascular ailments at Mexico's national reference hospital. Extracting sociodemographic details, primary diagnoses prompting hospitalization, and additional conditions identified through ICD-10 codes, we unveil subtle yet significant associations and discuss pertinent specific cases. Our results underscore a noteworthy trend: younger patients of lower socioeconomic status exhibit a heightened likelihood of cardiovascular comorbidities compared to their older counterparts with a higher socioeconomic status. By empowering clinicians to discern non-evident comorbidities, our study aims to refine therapeutic designs. These findings offer profound insights into the intricate interplay among life-stage, socioeconomic status, and comorbidity patterns within cardiovascular diseases. Armed with data-supported approaches that account for these factors, clinical practices stand to be enhanced, and public health policies informed, ultimately advancing the prevention and management of cardiovascular disease in Mexico.
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Affiliation(s)
- Héctor A Cruz-Ávila
- Graduate Program in Complexity Sciences, Autonomous University of México City, México City, Mexico
- Immunology Department, National Institute of Cardiology 'Ignacio Chávez', México City, Mexico
| | | | - Mireya Martínez-García
- Immunology Department, National Institute of Cardiology 'Ignacio Chávez', México City, Mexico
| | - Enrique Hernández-Lemus
- Computational Genomics Division, National Institute of Genomic Medicine, México City, Mexico
- Center for Complexity Sciences, Universidad Nacional Autónoma de México, México City, Mexico
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Bulczak G, Gugushvili A. Physical attractiveness and cardiometabolic risk. Am J Hum Biol 2023; 35:e23895. [PMID: 36932650 DOI: 10.1002/ajhb.23895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 01/03/2023] [Accepted: 03/01/2023] [Indexed: 03/19/2023] Open
Abstract
OBJECTIVES There is only limited evidence suggesting that physical attractiveness and individuals' actual health are causally linked. Past studies demonstrate that characteristics related to physical attractiveness are more likely to be present in healthy individuals, including those with better cardiovascular and metabolic health, yet many of these studies do not account for individuals' initial health and socioeconomic characteristics, which are related to both physical attractiveness and later life health. METHODS We use panel survey data from the National Longitudinal Study of Adolescent to Adult Health in the United States to examine the relationship between interviewer-rated in-person physical attractiveness and actual cardiometabolic risk (CMR) based on a set of relevant biomarkers: LDL cholesterol, glucose mg/dL, C-reactive protein, systolic and diastolic blood pressure, and resting heart rate. RESULTS We identify a robust relationship between individuals' physical attractiveness and 10-year follow up actual health measured by the levels of CMR. Individuals of above-average attractiveness appear to be noticeably healthier than those who are described as having average attractiveness. We find that individuals' gender and race/ethnicity do not have a major effect on the described relationship. The link between physical attractiveness and health is affected by interviewers' main demographic characteristics. We carefully address the possibility of confounders affecting our results including sociodemographic and socioeconomic characteristics, cognitive and personality traits, initial health problems and BMI. CONCLUSION Our findings are largely in line with the evolutionary perspective which assumes that physical attractiveness is linked to individuals' biological health. Being perceived as physically attractive might also imply, among other aspects, high levels of satisfaction with life, self-confidence and ease of finding intimate partners, all of which can positively affect individuals' health.
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Affiliation(s)
- Grzegorz Bulczak
- Faculty of Management, Gdynia Maritime University, Gdynia, Poland
- Institute of Philosophy and Sociology, Polish Academy of Sciences, Warsaw, Poland
| | - Alexi Gugushvili
- Institute of Philosophy and Sociology, Polish Academy of Sciences, Warsaw, Poland
- Department of Sociology and Human Geography, Harriet Holters hus, University of Oslo, Oslo, Norway
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Kisely S, Siskind D, Scott JG, Najman JM. Self-reported child maltreatment and cardiometabolic risk in 30-year-old adults. Intern Med J 2023; 53:1121-1130. [PMID: 35607779 PMCID: PMC10947207 DOI: 10.1111/imj.15824] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 05/17/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Childhood maltreatment (CM) is associated with both dietary fat intake and obesity in later life. There is less information on associations with metabolic risk factors and specific types of CM such as physical, sexual and emotional abuse, as well as neglect. AIMS To assess the association between five types of self-reported CM and a range of obesity and metabolic indicators in a subsample of a birth cohort. METHODS This was a study of 1689 adults born in a major metropolitan maternity hospital in Australia and followed up 30 years later. Body mass index, bioimpedance and fasting lipid levels/insulin resistance were measured. Details on self-reported CM were collected using the Child Trauma Questionnaire. We adjusted for birth weight, parental income and relationship at participants' birth, as well as maternal age and alcohol or tobacco use. We also adjusted for participants' smoking, depression, educational level, marital and employment status at follow up. RESULTS One-fifth reported maltreatment (n = 362), most commonly emotional neglect (n = 175), followed by emotional abuse (n = 128), physical neglect (n = 123), sexual (n = 121) and physical abuse (n = 116). On adjusted analyses, there were significant associations for CM, particularly neglect or emotional abuse, and one or more of the following outcomes: obesity, the total cholesterol/high-density lipoprotein cholesterol (TC/HDL-C) ratio and HDL levels. Results for other outcomes were more equivocal. CONCLUSIONS Of child maltreatment types, emotional abuse and neglect show the strongest associations with obesity and several cardiometabolic risk factors, therefore highlighting the public health importance of early intervention to reduce childhood adversity.
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Affiliation(s)
- Stephen Kisely
- Metro South Addiction and Mental Health ServiceBrisbaneQueenslandAustralia
- School of Clinical MedicineUniversity of QueenslandBrisbaneQueenslandAustralia
- Departments of Psychiatry, Community Health and EpidemiologyDalhousie UniversityHalifaxNova ScotiaCanada
| | - Dan Siskind
- Metro South Addiction and Mental Health ServiceBrisbaneQueenslandAustralia
- School of Clinical MedicineUniversity of QueenslandBrisbaneQueenslandAustralia
| | - James G. Scott
- Mental Health ProgramQIMR Berghofer Medical Research InstituteBrisbaneQueenslandAustralia
- Metro North Mental Health ServiceBrisbaneQueenslandAustralia
- School of Public HealthThe University of Queensland, Public Health BuildingBrisbaneQueenslandAustralia
| | - Jake M. Najman
- School of Public HealthThe University of Queensland, Public Health BuildingBrisbaneQueenslandAustralia
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Roettger ME, Houle B, Najman J, McGee TR. Parental imprisonment as a risk factor for cardiovascular and metabolic disease in adolescent and adult offspring: A prospective Australian birth cohort study. SSM Popul Health 2022; 18:101107. [PMID: 35539365 PMCID: PMC9079096 DOI: 10.1016/j.ssmph.2022.101107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 04/22/2022] [Accepted: 04/22/2022] [Indexed: 01/13/2023] Open
Abstract
Objectives Parental imprisonment is linked with child health in later life. The present study provides the first prospective cohort analysis and non-U.S. based study examining parental imprisonment and cardiometabolic risk factors in adolescence and adulthood. Methods The study followed 7,223 children born from live, singleton births from 1981 to 1984 in Brisbane, Australia. Data on parental imprisonment was collected at mother interview when the children were ages 5 and 14. Our sample analyzes offspring with biometric data collected by health professionals, including 3,794 at age 14, 2,136 at age 21, and 1,712 at age 30. Analyses used multivariate linear and logistic regression, and time-varying growth curve models. Results Among female respondents, parental imprisonment at ages ≤5 was associated with higher body-mass index (BMI) at ages 14, 21, and 30; higher systolic blood pressure (SBP) and diastolic blood pressure (DBP) at age 30; and increased sedentary hours, larger waist circumference, and odds of a high-risk waist circumference at age 30. Parental imprisonment when the child was aged ≤14 was associated with increased BMI and SBP at age 30 for females. In growth-curve models, parental imprisonment when the child was aged ≤5 and ≤ 14 among females was linked with increased BMI; parental imprisonment when the child was aged ≤5 was associated with increased SBP and DBP. No significant associations were observed for males. Conclusions Using prospective cohort data, our results support research showing that parental imprisonment, particularly in early childhood, is associated with increased BMI, blood pressure, sedentary hours, and waist circumference in females in early adulthood. These findings implicate parental imprisonment as a risk factor for cardiometabolic health issues in later life among females.
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Affiliation(s)
- Michael E. Roettger
- School of Demography, 146 Ellery Crescent, The Australian National University, Acton ACT, 2601, Australia
| | - Brian Houle
- School of Demography, 146 Ellery Crescent, The Australian National University, Acton ACT, 2601, Australia
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Jake Najman
- School of Public Health, Public Health Building, The University of Queensland, Herston, 4006, Australia
| | - Tara R. McGee
- School of Criminology and Criminal Justice, Griffith University, 176 Messines Ridge Road, Mount Gravatt, QLD, 4122, Australia
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Johnston IS, Miles B, Soos B, Garies S, Perez G, Queenan JA, Drummond N, Singer A. A cross-sectional study evaluating cardiovascular risk and statin prescribing in the Canadian Primary Care Sentinel Surveillance Network database. BMC PRIMARY CARE 2022; 23:128. [PMID: 35614391 PMCID: PMC9131688 DOI: 10.1186/s12875-022-01735-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 05/05/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND Cardiovascular disease (CVD) is a major cause of morbidity and mortality in Canada. Assessment and management of CVD risk is essential in reducing disease burden. This includes both clinical risk factors and socioeconomic factors, though few studies report on socioeconomic status in relation to CVD risk and treatment. The primary objective of this study was to estimate the cardiovascular risk of patients attending primary care practices across Canada; secondly, to evaluate concordance with care indicators suggested by current clinical practice guidelines for statin prescribing according to patients' cardiovascular risk and socioeconomic status. METHODS This cross-sectional observational study used the Canadian Primary Care Sentinel Surveillance Network (CPCSSN) database, which is comprised of clinical data from primary care electronic medical records. Patients aged 35-75y with at least one visit to their primary care provider between 2012 and 2016 were included. Patients were assigned to a CVD risk category (high, medium, low) and a deprivation quintile was calculated for those with full postal code available. Descriptive analyses were used to determine the proportion of patients in each risk category. Logistic regression was used to evaluate the consistency of statin prescribing according to national clinical guidelines by risk category and deprivation quintile. RESULTS A total of 324,526 patients were included. Of those, 116,947 (36%) of patients were assigned to a high CVD risk category, primarily older adults, males, and those with co-morbidities. There were statistically significant differences between least (quintile 1) and most (quintile 5) deprived socioeconomic quintiles, with those at high CVD risk disproportionately in Q5 (odds ratio 1.4). Overall, 48% of high-risk patients had at least one statin prescription in their record. Patients in the lower socioeconomic groups had a higher risk of statin treatment which deviated from clinical guidelines. CONCLUSIONS Primary care patients who are at high CVD risk are more often male, older, have more co-morbidities and be assigned to more deprived SES quintiles, compared to those at low CVD risk. Additionally, patients who experience more challenging socioeconomic situations may be less likely to receive CVD treatment that is consistent with care guidelines.
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Affiliation(s)
- Ian S Johnston
- University of Calgary, Calgary, Canada.
- Crowfoot Village Family Practice, Suite 210, 600 Crowfoot Crescent NW, Calgary, Alberta, T3G 0B4, Canada.
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Kempel MK, Winding TN, Böttcher M, Andersen JH. Evaluating the association between socioeconomic position and cardiometabolic risk markers in young adulthood by different life course models. BMC Public Health 2022; 22:694. [PMID: 35397504 PMCID: PMC8994289 DOI: 10.1186/s12889-022-13158-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 03/30/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Cardiometabolic health in adulthood is associated with socioeconomic position (SEP) in childhood. Although this has been studied by previous research several questions need to be addressed. E.g. knowledge about the association with timing, extent of the exposure as well as lifestyle and adult SEP, is essential to address the increasing social gradient in cardiometabolic diseases.
Methods
This study included a sub-sample (N = 264, 50% women, age 28–30) from an ongoing cohort study. We used a combination of national registers, longitudinal questionnaire data and clinical data. We examined the association between childhood SEP and cardiometabolic risk, measured by a score of multiple risk markers in young adulthood. SEP-indicators included mother’s educational level and household income. The association was evaluated by four different life course models; the latent effects model, the pathway model, the cumulative model and the social mobility model.
Results
We found an inverse association between mother’s educational level and cardiometabolic risk. The association was statistically significant evaluated by the pathway and cumulative life course models, however statistically insignificant evaluated by the latent effects model. No specific association with social mobility was observed. However, high adult educational level seems to have a protecting impact on the association. No association was found between household income and cardiometabolic risk in any of the applied life course models.
Conclusion
Low childhood SEP, represented by mother’s educational level but not household income, is associated with increased cardiometabolic risk in young adulthood. The accumulation of exposure, lifestyle and adult educational attainment are important for the association. In contrast, intergenerational social mobility does not seem to have a specific impact on the association and we find no evidence for a particular timing in childhood.
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