1
|
Whitley E, Benzeval M, Kelly-Irving M, Kumari M. When in the lifecourse? Socioeconomic position across the lifecourse and biological health score. Ann Epidemiol 2024; 96:73-79. [PMID: 38945315 DOI: 10.1016/j.annepidem.2024.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 06/14/2024] [Accepted: 06/25/2024] [Indexed: 07/02/2024]
Abstract
PURPOSE Educational attainment is associated with multiphysiological wear and tear. However, associations with measures of socioeconomic position (SEP) across different life-stages are not established. METHODS Using regression models and data from 8105 participants from the UK Household Longitudinal Study (Understanding Society), we examined associations of lifecourse SEP with an overall biological health score (BHS). BHS is broader than usual measures of biological 'wear and tear' and is based on six physiological subsystems (endocrine, metabolic, cardiovascular, inflammatory/immune, liver, and kidney), with higher scores indicating worse health. Lifecourse SEP was based on respondents' parental, first, and most recent occupations. RESULTS Associations with SEP at all life-stages demonstrated higher BHS with increasing disadvantage (e.g. slope index of inequality (SII) (95 % CI) for most recent SEP: 0.04 (0.02, 0.06)). There was little difference in the magnitude of associations for SEP measured at each life-stage. Cumulative disadvantage across the lifecourse showed a stepped association with increasing BHS (SII (95 % CI): 0.05 (0.04, 0.07)). Associations were largely driven by metabolic, cardiovascular, and inflammatory systems. CONCLUSION Our results suggest that disadvantaged SEP across the lifecourse contributes cumulatively to poorer biological health, highlighting that every life-stage should be a target for public health policies and intervention.
Collapse
Affiliation(s)
- Elise Whitley
- MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, G3 7HR Glasgow, UK.
| | - Michaela Benzeval
- Institute for Social and Economic Research, University of Essex, Colchester CO4 3SQ, UK; School of Health and Wellbeing, University of Glasgow, Glasgow G12 8RZ, UK
| | | | - Meena Kumari
- Institute for Social and Economic Research, University of Essex, Colchester CO4 3SQ, UK
| |
Collapse
|
2
|
Simanek AM, Xiong M, Woo JMP, Zheng C, Zhang YS, Meier HCS, Aiello AE. Association between prenatal socioeconomic disadvantage, adverse birth outcomes, and inflammatory response at birth. Psychoneuroendocrinology 2023; 153:106090. [PMID: 37146471 PMCID: PMC10807729 DOI: 10.1016/j.psyneuen.2023.106090] [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: 07/29/2022] [Revised: 03/17/2023] [Accepted: 03/19/2023] [Indexed: 05/07/2023]
Abstract
Prenatal socioeconomic disadvantage is associated with inflammation in mid- to late-life, yet whether a pro-inflammatory phenotype is present at birth and the role of adverse birth outcomes in this pathway remains unclear. We utilized data on prenatal socioeconomic disadvantage at the individual- (i.e., mother's and father's education level, insurance type, marital status, and Women, Infants, and Children benefit receipt) and census-tract level as well as preterm (< 37 weeks gestation) and small-for-gestational-age (SGA) (i.e., < 10th percentile of sex-specific birth weight for gestational age) birth status, and assessed inflammatory markers (i.e., C-reactive protein, serum amyloid p, haptoglobin, and α-2 macroglobulin) in archived neonatal bloodspots from a Michigan population-based cohort of 1000 neonates. Continuous latent variables measuring individual- and combined individual- and neighborhood-level prenatal socioeconomic disadvantage were constructed and latent profile analysis was used to create a categorical inflammatory response variable (high versus low) based on continuous inflammatory marker levels. Structural equation models were used to estimate the total and direct effect of prenatal socioeconomic disadvantage on the inflammatory response at birth as well as indirect effect via preterm or SGA birth (among term neonates only), adjusting for mother's age, race/ethnicity, body mass index, smoking status, comorbidities, and antibiotic use/infection as well as grandmother's education level. There was a statistically significant total effect of both individual- and combined individual- and neighborhood-level prenatal socioeconomic disadvantage on high inflammatory response among all neonates as well as among term neonates only, and a positive but not statistically significant direct effect in both groups. The indirect effects via preterm and SGA birth were both negative, but not statistically significant. Our findings suggest prenatal socioeconomic disadvantage contributes to elevated neonatal inflammatory response, but via pathways outside of these adverse birth outcomes.
Collapse
Affiliation(s)
- Amanda M Simanek
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, USA.
| | - Meng Xiong
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Jennifer M P Woo
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Cheng Zheng
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, NE, USA
| | - Yuan S Zhang
- Carolina Population Center, University of North Carolina, Chapel Hill, NC, USA
| | - Helen C S Meier
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Allison E Aiello
- Carolina Population Center, University of North Carolina, Chapel Hill, NC, USA
| |
Collapse
|
3
|
Hastings PD, Guyer AE, Parra LA. Conceptualizing the Influence of Social and Structural Determinants of Neurobiology and Mental Health: Why and How Biological Psychiatry Can Do Better at Addressing the Consequences of Inequity. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2022; 7:1215-1224. [PMID: 35718087 DOI: 10.1016/j.bpsc.2022.06.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 05/17/2022] [Accepted: 06/06/2022] [Indexed: 06/15/2023]
Abstract
Psychiatry and allied disciplines have recognized the potency of structural and social determinants of mental health, yet there has been scant attention given to the roles of neurobiology in the links between structural and social determinants and mental health. In this article, we make the case for why greater attention must be given to structural and social determinants of biological psychiatry by researchers, practitioners, and policy-makers. After defining these terms and theoretical frameworks for considering their relevance in biological psychiatry, we review empirical research with marginalized and minoritized racial, ethnic, gender, sexual, and economic communities that reveals the ways in which structural and social determinants affect neurobiological functioning with implications for mental health. We give particular emphasis to developmental science and developmentally informed research, because structural and social determinants influence neurobiological adaptation and maturation across the lifespan. We conclude with recommendations for advancing research, practice, and policy that connect biological psychiatry with structural and social determinants of health. Foremost among these is diversifying the ranks of biological psychiatry, from classrooms through laboratories, hospitals, and community health centers. Transforming and advancing the understanding of the structural and social determinants of neurobiology and mental health is most likely to come through transforming the discipline itself.
Collapse
Affiliation(s)
- Paul D Hastings
- Department of Psychology, University of California Davis, Davis, California; Center for Mind and Brain, University of California Davis, Davis, California.
| | - Amanda E Guyer
- Center for Mind and Brain, University of California Davis, Davis, California; Department of Human Ecology, University of California Davis, Davis, California
| | - Luis A Parra
- School of Nursing, University of Michigan, Ann Arbor, Michigan
| |
Collapse
|
4
|
Chen MA, LeRoy AS, Majd M, Chen JY, Brown RL, Christian LM, Fagundes CP. Immune and Epigenetic Pathways Linking Childhood Adversity and Health Across the Lifespan. Front Psychol 2021; 12:788351. [PMID: 34899540 PMCID: PMC8662704 DOI: 10.3389/fpsyg.2021.788351] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 11/04/2021] [Indexed: 12/17/2022] Open
Abstract
Childhood adversity is associated with a host of mental and physical health problems across the lifespan. Individuals who have experienced childhood adversity (e.g., child abuse and neglect, family conflict, poor parent/child relationships, low socioeconomic status or extreme poverty) are at a greater risk for morbidity and premature mortality than those not exposed to childhood adversity. Several mechanisms likely contribute to the relationship between childhood adversity and health across the lifespan (e.g., health behaviors, cardiovascular reactivity). In this paper, we review a large body of research within the field of psychoneuroimmunology, demonstrating the relationship between early life stress and alterations of the immune system. We first review the literature demonstrating that childhood adversity is associated with immune dysregulation across different indices, including proinflammatory cytokine production (and its impact on telomere length), illness and infection susceptibility, latent herpesvirus reactivation, and immune response to a tumor. We then summarize the growing literature on how childhood adversity may alter epigenetic processes. Finally, we propose future directions related to this work that have basic and applied implications.
Collapse
Affiliation(s)
- Michelle A Chen
- Department of Psychological Sciences, Rice University, Houston, TX, United States
| | - Angie S LeRoy
- Department of Psychological Sciences, Rice University, Houston, TX, United States
| | - Marzieh Majd
- Department of Psychological Sciences, Rice University, Houston, TX, United States
| | - Jonathan Y Chen
- McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Ryan L Brown
- Department of Psychological Sciences, Rice University, Houston, TX, United States
| | - Lisa M Christian
- Department of Psychiatry & Behavioral Health and the Institute for Behavioral Medicine Research, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Christopher P Fagundes
- Department of Psychological Sciences, Rice University, Houston, TX, United States.,Department of Behavioral Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, United States.,Department of Psychiatry & Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
| |
Collapse
|
5
|
Gene regulation contributes to explain the impact of early life socioeconomic disadvantage on adult inflammatory levels in two cohort studies. Sci Rep 2021; 11:3100. [PMID: 33542415 PMCID: PMC7862626 DOI: 10.1038/s41598-021-82714-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 01/20/2021] [Indexed: 02/07/2023] Open
Abstract
Individuals experiencing socioeconomic disadvantage in childhood have a higher rate of inflammation-related diseases decades later. Little is known about the mechanisms linking early life experiences to the functioning of the immune system in adulthood. To address this, we explore the relationship across social-to-biological layers of early life social exposures on levels of adulthood inflammation and the mediating role of gene regulatory mechanisms, epigenetic and transcriptomic profiling from blood, in 2,329 individuals from two European cohort studies. Consistently across both studies, we find transcriptional activity explains a substantive proportion (78% and 26%) of the estimated effect of early life disadvantaged social exposures on levels of adulthood inflammation. Furthermore, we show that mechanisms other than cis DNA methylation may regulate those transcriptional fingerprints. These results further our understanding of social-to-biological transitions by pinpointing the role of gene regulation that cannot fully be explained by differential cis DNA methylation.
Collapse
|
6
|
Normando P, Bezerra FF, Santana BA, Calado RT, Santos-Rebouças CB, Epel ES, Faerstein E. Association between socioeconomic markers and adult telomere length differs according to sex: Pro-Saúde study. ACTA ACUST UNITED AC 2020; 53:e10223. [PMID: 33053112 PMCID: PMC7552895 DOI: 10.1590/1414-431x202010223] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 08/09/2020] [Indexed: 11/24/2022]
Abstract
Understanding the social determinants of telomere length is critical to evaluate the risk of early biological aging. We investigated sex differences on the association between socioeconomic status (SES) and demographic markers and leukocyte telomere length (LTL) in Brazilian adults. This cross-sectional study was conducted in a subsample (women=228; men=200) nested within the Pro-Saúde study, a prospective cohort study of university civil servants in Rio de Janeiro, Brazil (2012-2013). Adjusted multivariate models were used to test the relationship between SES markers (marital status, educational attainment, father's educational attainment, race/skin color, household income, and childhood experience of food deprivation) and LTL. After adjusting for age and potential health-related confounders, lower educational attainment was associated with shorter LTL among men (β=-0.05, 95% confidence interval (CI)=95%CI: -0.10, 0.00, P=0.03). In women, LTL was inversely associated with unmarried status (β=-0.05, 95%CI: -0.09, 0.00, P=0.03), lower father's educational attainment (β=-0.05, 95%CI: -0.13, 0.00, P=0.04), and childhood experience of food deprivation (β=-0.07, 95%CI: -0.13, 0.00, P=0.04). Our findings suggested that the association between SES markers and LTL differs according to sex. SES markers able to induce lifelong stress, reflected in LTL, appeared to be more related to individual factors in men, whereas in women they were family-related.
Collapse
Affiliation(s)
- P Normando
- Instituto de Nutrição, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - F F Bezerra
- Instituto de Nutrição, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - B A Santana
- Departamento de Imagens Médicas, Hematologia e Oncologia Clínica, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brasil
| | - R T Calado
- Departamento de Imagens Médicas, Hematologia e Oncologia Clínica, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brasil
| | - C B Santos-Rebouças
- Instituto de Biologia Roberto Alcantara Gomes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - E S Epel
- University of California San Francisco, San Francisco, CA, USA
| | - E Faerstein
- Instituto de Medicina Social, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| |
Collapse
|
7
|
Wang Y, Tian F, Fitzgerald KC, Bhattarai JJ, Naismith RT, Hyland M, Calabresi PA, Mowry EM. Socioeconomic status and race are correlated with affective symptoms in multiple sclerosis. Mult Scler Relat Disord 2020; 41:102010. [PMID: 32088654 DOI: 10.1016/j.msard.2020.102010] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 02/13/2020] [Indexed: 12/01/2022]
Abstract
OBJECTIVE Investigate the relationship between socioeconomic status (SES) and race with self-reported fatigue, depression, and anxiety levels in multiple sclerosis (MS). METHODS Cross-sectional review of the MS Partners Advancing Technology and Health Solutions (MS PATHS) database for adults with MS in the United States. We evaluated race and socioeconomic status (available markers: insurance, employment status, or level of education) as predictors of fatigue, depression, and anxiety sub-scores of the Neuro-QoL (Quality of life in neurological disorders), with particular interest between Caucasians/whites (CA) and African Americans/blacks (AA). Multivariate linear regression models included as covariates age, sex, disability status, smoking status, body mass index, and disease-modifying therapy. RESULTS 7,430 individuals were included; compared to CA, AA tended to be younger, more female-predominant, and had a higher level of disability. AA had completed slightly less education, had a higher level of Medicaid coverage or uninsured status, and had higher rates of unemployed or disabled status. In the univariate model, markers of lower SES, by whichever definition we used, correlated with worse affective symptoms. In the multivariate model stratified by race, CA showed similar trends. In contrast, in AA, only lower SES by employment status was correlated with worse affective symptoms. In both CA and AA, moderate and severe level of disability correlated with worse affective symptoms. CONCLUSION SES and race may influence affective symptoms reported by individuals with MS. The reasons for the correlation are likely multifactorial. Longitudinal studies should strive to identify factors associated with risk of affective symptoms in MS that may be modifiable.
Collapse
Affiliation(s)
- Yujie Wang
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe St.Pathology 627, Baltimore, MD 21287, USA.
| | - Fan Tian
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe St.Pathology 627, Baltimore, MD 21287, USA
| | - Kathryn C Fitzgerald
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe St.Pathology 627, Baltimore, MD 21287, USA
| | - Jagriti Jackie Bhattarai
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, USA
| | - Robert T Naismith
- Department of Neurology, Washington University in St. Louis School of Medicine, USA
| | - Megan Hyland
- Department of Neurology, University of Rochester School of Medicine, USA
| | - Peter A Calabresi
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe St.Pathology 627, Baltimore, MD 21287, USA
| | - Ellen M Mowry
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe St.Pathology 627, Baltimore, MD 21287, USA
| |
Collapse
|
8
|
John A, Rusted J, Richards M, Gaysina D. Accumulation of affective symptoms and midlife cognitive function: The role of inflammation. Brain Behav Immun 2020; 84:164-172. [PMID: 31785399 DOI: 10.1016/j.bbi.2019.11.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 10/23/2019] [Accepted: 11/26/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The aim of the present study was to test whether C-Reactive Protein (CRP), a proxy measure of inflammation, is elevated in people with higher childhood and adulthood affective symptoms and whether elevated CRP predicts midlife cognitive function. METHODS Data were used from the National Child Development Study (n = 6276). Measures of memory, verbal fluency, information processing speed and accuracy were available in midlife (age 50). Affective symptoms were assessed in childhood (ages 7, 11, 16) and in adulthood (ages 23, 33, 42, 50). The level of plasma CRP was measured at age 44. Pathway models, unadjusted and fully adjusted for sex, education, childhood socioeconomic position, childhood cognitive ability and affective symptoms at age 50, were fitted to test direct associations between affective symptoms and midlife cognitive function, and indirect associations via the inflammatory pathway (CRP level). RESULTS In a fully adjusted model, there were significant indirect associations between adulthood affective symptoms and immediate memory (β = -0.01, SE = 0.003, p = .03) and delayed memory (β = -0.01, SE = 0.004, p = .03) via CRP. In addition, there were significant indirect associations between affective symptoms in childhood and immediate memory (β = -0.001, SE = 0.00, p = .03) and delayed memory (β = -0.001, SE = 0.001, p = .03), via adulthood affective symptoms and associated CRP. Independent of CRP, there was a significant direct association between adulthood affective symptoms and information processing errors (β = 0.47, SE = 0.21, p = .02). There were no direct or indirect associations between affective symptoms and verbal fluency or information processing speed. CONCLUSIONS CRP at age 44 is elevated in people with higher affective symptoms from age 7 to 42, and elevated CRP is associated with poorer immediate and delayed memory at age 50.
Collapse
Affiliation(s)
- Amber John
- EDGE Lab, School of Psychology, University of Sussex, Brighton, United Kingdom.
| | - Jennifer Rusted
- School of Psychology, University of Sussex, Brighton, United Kingdom
| | - Marcus Richards
- MRC Unit for Lifelong Health and Ageing at UCL, London, United Kingdom
| | - Darya Gaysina
- EDGE Lab, School of Psychology, University of Sussex, Brighton, United Kingdom
| |
Collapse
|
9
|
Carmeli C, Steen J, Petrovic D, Lepage B, Delpierre C, Kelly-Irving M, Bochud M, Kivimäki M, Vineis P, Stringhini S. Mechanisms of life-course socioeconomic inequalities in adult systemic inflammation: Findings from two cohort studies. Soc Sci Med 2019; 245:112685. [PMID: 31783227 DOI: 10.1016/j.socscimed.2019.112685] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 10/20/2019] [Accepted: 11/14/2019] [Indexed: 12/24/2022]
Abstract
Disadvantaged socioeconomic conditions in childhood heighten systemic inflammatory levels in adulthood; however, life-course mechanisms underlying this association are largely unknown. In the present observational study, we investigated the roles of adulthood socioeconomic and lifestyle factors in mediating this association. Participants were from two prospective Swiss population-based cohorts (N = 5,152, mean age 60 years). We estimated the total effect of paternal occupational position on adult heightened systemic inflammatory levels (C-reactive protein>3 mg/L), and the indirect effects via adulthood socioeconomic positions (SEPs: education and occupational position), financial hardship, and lifestyle factors (body mass index, smoking status, physical inactivity, and alcohol consumption). We estimated odds ratio (OR) and proportion mediated using counterfactual-based mediation models. Individuals whose father had a low occupational position had an OR of 1.51 [95% confidence interval (CI): 1.25, 1.84] for heightened inflammation compared to their more advantaged counterparts. This was jointly mediated (33 [95% CI: 14, 69]%) by adulthood SEPs, whereby the pathway through education followed by occupational position mediated 30 [95% CI: 11, 64]%, while the pathway via occupational position only mediated 3 [95% CI: 4, 13]%. Individuals with the lowest life-course SEPs had an OR of 2.27 [95% CI: 1.71, 2.98] for heightened inflammation compared to having the highest life-course SEPs. This was jointly mediated (63 [95% CI: 44, 97]%) by financial hardship and lifestyle factors. Our study supports a cumulative effect of life-course SEPs on adult heightened systemic inflammation along the pathway paternal occupational position -> education -> adult occupational position. Financial hardship and lifestyle factors in adulthood mediate half of that effect.
Collapse
Affiliation(s)
- Cristian Carmeli
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Switzerland.
| | - Johan Steen
- Department of Intensive Care, Ghent University Hospital, Belgium; Department of Internal Medicine and Pediatrics, Ghent University, Belgium
| | - Dusan Petrovic
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Switzerland
| | - Benoît Lepage
- UMR LEASP, Université de Toulouse III, UPS, Inserm, Toulouse, France
| | - Cyrille Delpierre
- INSERM, UMR1027, Toulouse, France, and Université Toulouse III Paul-Sabatier, Toulouse, France
| | - Michelle Kelly-Irving
- INSERM, UMR1027, Toulouse, France, and Université Toulouse III Paul-Sabatier, Toulouse, France
| | - Murielle Bochud
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Switzerland
| | - Mika Kivimäki
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Paolo Vineis
- MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, W21PG, UK
| | - Silvia Stringhini
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Switzerland; Unit of Population Epidemiology, Division of Primary Care, Geneva University Hospitals, Switzerland
| |
Collapse
|
10
|
Pinto Pereira SM, Stein Merkin S, Seeman T, Power C. Understanding associations of early-life adversities with mid-life inflammatory profiles: Evidence from the UK and USA. Brain Behav Immun 2019; 78:143-152. [PMID: 30682500 PMCID: PMC6941353 DOI: 10.1016/j.bbi.2019.01.016] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 12/12/2018] [Accepted: 01/19/2019] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVES In two cohorts, we aimed to establish associations between early-life adversities and adult inflammation, and whether adult (a) adiposity or (b) socioeconomic disadvantage are key intermediaries. METHODS In both cohorts (N = 7661, 1958 British birth cohort; N = 1255, MIDUS), information was used on adult inflammatory markers (C-reactive protein (CRP), fibrinogen and (MIDUS only) interleukin-6 (IL-6)), adiposity and socioeconomic disadvantage, and early-life adversities (neglect, emotional neglect, physical, psychological, sexual abuse and childhood disadvantage). RESULTS Early-life adversities varied from 1.6% (sexual abuse, 1958 cohort) to 14.3% (socioeconomic disadvantage, MIDUS). Across the two cohorts, associations were consistent for physical abuse, e.g. 16.3%(3.01,29.7) and 17.0%(-16.4,50.3) higher CRP in the 1958 cohort and MIDUS respectively. Associations attenuated after accounting for adult adiposity, e.g. physical abuse (1958 cohort) and sexual abuse (MIDUS, non-white participants) associations were abolished. Some associations attenuated after adjustment for adult socioeconomic disadvantage; e.g. 1958 cohort neglect-CRP associations reduced from 23.2%(13.7,32.6) to 17.7%(8.18,27.2). Across the cohorts, no associations were found for psychological abuse or emotional neglect; associations for childhood socioeconomic disadvantage were inconsistent. CONCLUSIONS Specific early-life adversities are associated with adult inflammation; adiposity is a likely intermediary factor. Weight reduction and obesity prevention may offset pro-inflammatory related adult disease among those who experienced early-life adversities.
Collapse
Affiliation(s)
- Snehal M Pinto Pereira
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK.
| | - Sharon Stein Merkin
- Division of Geriatrics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Teresa Seeman
- Division of Geriatrics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Chris Power
- UCL Great Ormond Street Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK
| |
Collapse
|
11
|
Milaniak I, Jaffee SR. Childhood socioeconomic status and inflammation: A systematic review and meta-analysis. Brain Behav Immun 2019; 78:161-176. [PMID: 30738842 DOI: 10.1016/j.bbi.2019.01.018] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 12/21/2018] [Accepted: 01/19/2019] [Indexed: 12/26/2022] Open
Abstract
Recent research suggests that risk for chronic diseases of aging including cardiovascular disease, diabetes, and even cancer can be programmed early in the lifespan as a result of exposure to chronic stressors like low socioeconomic status (SES) that are hypothesized to promote a pro-inflammatory response in immune cells that results in chronic, systemic inflammation. The present paper conducted a meta-analysis to establish whether exposure to low (versus higher) SES in childhood and adolescence is associated with higher levels of inflammation (as measured by C-reactive protein, IL-6, and fibrinogen) concurrently and in adulthood. We conducted meta-analyses with both unadjusted bivariate associations between SES and inflammation and with adjusted associations that controlled for a range of covariates including demographic factors, body mass index, smoking, physical activity and current SES. A systematic review of Pubmed and PsycINFO identified a total 35 studies (26 with unadjusted and 31 adjusted effect sizes) to be included in the meta-analysis. Random-effects meta-analysis showed that individuals who were exposed to low SES in childhood and adolescence had significantly higher levels of inflammatory markers (r = -0.07, p < .001, 95% CI = -0.09, -0.05). This association remained significant in adjusted analyses (r = -0.06, p < .001, 95% CI = -0.09, -0.03). However, the relationship between childhood SES and inflammation was non-significant in a meta-analysis with longitudinal studies that all controlled for adulthood SES (r = -0.03, p = .356, 95% CI = -0.08, 0.03). Future longitudinal research should utilize measurement of inflammatory markers at multiple time points to further examine the complex relationships between SES and health both in childhood and adulthood.
Collapse
Affiliation(s)
- Izabela Milaniak
- University of Pennsylvania, Department of Psychology, 425 S. University Avenue, Philadelphia, PA 19104, United States.
| | - Sara R Jaffee
- University of Pennsylvania, Department of Psychology, 425 S. University Avenue, Philadelphia, PA 19104, United States
| |
Collapse
|
12
|
A Comparative Analysis of the Status Anxiety Hypothesis of Socio-economic Inequalities in Health Based on 18,349 individuals in Four Countries and Five Cohort Studies. Sci Rep 2019; 9:796. [PMID: 30692559 PMCID: PMC6349896 DOI: 10.1038/s41598-018-37440-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 11/30/2018] [Indexed: 01/17/2023] Open
Abstract
The status anxiety hypothesis proposes that systematic inflammation as a consequence of chronic psycho-social stress is a possible pathway linking socio-economic position (SEP) to premature ageing and is a possible explanation for cross-national variation in patterns of health and well-being. Harmonised data from the LIFEPATH consortium on 18,349 individuals aged 50 to 75 and 30,632 observations are used to measure variation in the association between inflammation measured as C-reactive protein and SEP across four countries (Britain, Ireland, Portugal and Switzerland) and five studies (ELSA, Whitehall II, TILDA, EPIPorto and SKIPOGH). Adjusting for population composition, mean concentrations of CRP are highest in Portugal, the country with the highest income inequality and lowest in Switzerland, a lower income inequality country. Across all of the studies, lower SEP groups have higher mean concentrations of CRP and, as predicted by the theory, absolute differentials between SEP groups reflect the pattern of societal income inequality. Adjustment for lifestyle indicators reduces SEP differentials by between 45% and 52% but cannot account for country variation in mean inflammation.
Collapse
|
13
|
Early Life Socioeconomic Disadvantage and Epigenetic Programming of a Pro-inflammatory Phenotype: a Review of Recent Evidence. CURR EPIDEMIOL REP 2018. [DOI: 10.1007/s40471-018-0169-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
14
|
Chen M, Lacey RE. Adverse childhood experiences and adult inflammation: Findings from the 1958 British birth cohort. Brain Behav Immun 2018; 69:582-590. [PMID: 29458198 DOI: 10.1016/j.bbi.2018.02.007] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 02/07/2018] [Accepted: 02/13/2018] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The relationship between adverse childhood experiences (ACE) and poorer health across the life course is well established. Increased chronic inflammation might be one mechanism through which these associations operate. The aim of this study was to explore the relationship between ACE and adult inflammation using a prospective longitudinal study. We also investigated whether associations were explained by life course socioeconomic, psychological and health behavioural factors, and whether associations differed by gender. METHODS Multiply imputed data on 7464 participants of the National Child Development Study (1958 British birth cohort) were used. Prospectively collected data on ACE included care placement, physical neglect, parental separation, family history of offences, mental illness, domestic conflict and alcohol misuse across childhood (0-16 years). Adult inflammation was indicated by C-reactive protein (CRP), fibrinogen and Von Willebrand factor (vWF) at age 44/45. Multivariable linear regression models were used to estimate associations between ACE and adult inflammation. RESULTS Graded associations for ACE with CRP and fibrinogen were observed (e.g. CRP: 1 ACE: 4.61% higher, 95% CI: -3.13, 12.97; 2+ ACE: 16.35% higher, 95% CI: 6.87, 26.66). Socioeconomic and health behavioral factors were found to particularly explain these associations. After inclusion of all covariates associations between ACE and mid-life inflammation were no longer significant. Associations did not differ for men and women. CONCLUSIONS ACE were associated in a graded manner with adult inflammation in a British birth cohort. The association was explained by life course socioeconomic and health behavioral factors, in particular. This study highlights the importance of protecting children from ACE and its negative health effects, and in supporting children through education and into skilled, secure work.
Collapse
Affiliation(s)
- Mingyi Chen
- Research Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, London WC1E 6BT, UK
| | - Rebecca E Lacey
- Research Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, London WC1E 6BT, UK.
| |
Collapse
|
15
|
Pedersen JM, Mortensen EL, Christensen DS, Rozing M, Brunsgaard H, Meincke RH, Petersen GL, Lund R. Prenatal and early postnatal stress and later life inflammation. Psychoneuroendocrinology 2018; 88:158-166. [PMID: 29291495 DOI: 10.1016/j.psyneuen.2017.12.014] [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: 12/12/2016] [Revised: 12/18/2017] [Accepted: 12/20/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND Evidence suggests that maternal psychological and social stress during the prenatal period and in childhood represent an important condition that may adversely impact the anatomy and physiology of the developing child with implications for a number of health-related conditions and disorders. In a large prospective study, we aim to address if social stressors in the prenatal and early postnatal periods, as individual exposures as well as their accumulation, are associated with a range of inflammatory markers in late middle-aged offspring. METHODS The study sample includes Danish men and women born between 1959 and 1961 (n = 1206) who were members of the Copenhagen Perinatal Cohort and participated in the Copenhagen Aging and Midlife Biobank in 2009-2011 (age 49-52). Information on social stressors was collected through an interview with the mothers at the first antenatal visit and postnatal stressor data was collected at year one follow-up. A series of ordinary least square regression models were performed with the stress measures as the exposures and C-reactive protein (CRP), Interleukin-6 (IL-6), Interleukin-10 (IL-10), and Tumor necrosis factor α (TNF-α) separately as the outcomes. RESULTS The individual prenatal maternal stressors (being unmarried and having an unwanted pregnancy) and the prenatal index were associated with higher levels of CRP and IL-6 among offspring but not with IL-10 or TNF-α. Low social status, but not living away from parents or having an unmarried mother in the first year of life, was associated with higher levels of CRP and IL-6. The accumulation of social stressors in the early postnatal period was associated with higher levels of CRP and IL-6 but not IL-10 and TNF-α. The accumulation of stressors in the prenatal and postnatal periods combined was associated with higher levels of CRP and IL-6, but not with IL-10 or TNF-α. CONCLUSIONS The findings suggest that exposure to the accumulation of prenatal and early life stressors, is associated with higher levels of CRP and IL-6 in later life. This may indicate that the effects of early stressors on later inflammation operate through pathways with clear links to cardiovascular disease.
Collapse
Affiliation(s)
- Jolene Masters Pedersen
- Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark; Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark.
| | - Erik Lykke Mortensen
- Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark; Section of Environmental Health, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Dinne Skjærlund Christensen
- Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark; Section of Environmental Health, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Maarten Rozing
- Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark; Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark
| | - Helle Brunsgaard
- Department of Clinical Immunology, Rigshospitalet, University Hospital of Copenhagen, Denmark
| | - Rikke Hodal Meincke
- Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Gitte Lindved Petersen
- Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark; Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark
| | - Rikke Lund
- Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark; Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
16
|
Association between life-course socioeconomic position and inflammatory biomarkers in older age: a nationally representative cohort study in Taiwan. BMC Geriatr 2017; 17:201. [PMID: 28865434 PMCID: PMC5581430 DOI: 10.1186/s12877-017-0598-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Accepted: 08/24/2017] [Indexed: 12/24/2022] Open
Abstract
Background Evidence of an association between low socioeconomic position (SEP) and inflammatory markers is scant. This study aimed to examine how life-course SEP predicted C-reactive protein (CRP) and interleukin (IL-6) in older age from a national cohort. Methods We collected data from 1036 participants in the Social Environment and Biomarkers of Aging Study in Taiwan. Four SEP time points, childhood, young adulthood, active professional life, and older age were measured retrospectively. A group-based trajectory analysis method was used to identify the distinct trajectories of life-course SEP, and trajectory group membership was used as the predictor of CRP and IL-6 levels in older age. Results Three trajectories of life-course SEP were identified within the total sample: Low-Low (36.5%), Low-High (26.8%), and High-High (36.7%). Participants in the High-High group had the lowest levels of CRP and IL-6. Compared with those in the Low-Low group, the participants in the Low-High group had a similar adjusted CRP [−0.032 ln mg/L; 95% confidence interval (CI) − 0.193, 0.128] and IL-6 (0.017 ln pg/mL; 95% CI −0.093, 0.128); the participants in the High-High group had a significantly lower level of adjusted CRP concentration (−0.279 ln mg/L; 95% CI: −0.434, −0.125) and similarly lower IL-6 concentration (−0.129 ln pg/mL; 95% CI −0.236, −0.023) . Conclusions Life-course SEP is related to the level of CRP and IL-6 in older age. Our data support the notion that life-course SEP predicts inflammatory markers in older age. Low SEP in childhood is related to elevated inflammatory markers in older age. Even after the transition from low SEP in childhood to high SEP in older age, the risk remains. Further study on SEP and inflammation-related disease is warranted.
Collapse
|
17
|
Liu RS, Aiello AE, Mensah FK, Gasser CE, Rueb K, Cordell B, Juonala M, Wake M, Burgner DP. Socioeconomic status in childhood and C reactive protein in adulthood: a systematic review and meta-analysis. J Epidemiol Community Health 2017; 71:817-826. [PMID: 28490476 PMCID: PMC5843476 DOI: 10.1136/jech-2016-208646] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 02/18/2017] [Accepted: 04/11/2017] [Indexed: 12/17/2022]
Abstract
BACKGROUND Inflammation plays a central role in cardiometabolic disease and may represent a mechanism linking low socioeconomic status (SES) in early life and adverse cardiometabolic health outcomes in later life. Accumulating evidence suggests an association between childhood SES and adult inflammation, but findings have been inconsistent. METHODS We conducted a systematic review and meta-analysis of observational studies to quantify the association between childhood (age <18 years) SES and the inflammatory marker C reactive protein (CRP) in adulthood. Studies were identified in Medline and Embase databases, and by reviewing the bibliographies of articles published from 1946 to December 2015. Study-specific estimates were combined into meta-analyses using random-effects models. RESULTS 15 of 21 eligible studies (n=43 629) were ultimately included in two separate meta-analyses. Compared with those from the most advantaged families, participants from the least advantaged families had 25% higher CRP levels (ratio change in geometric mean CRP: 1.25; 95% CI 1.19 to 1.32) in minimally adjusted analyses. This finding was attenuated by the inclusion of adult body mass index (BMI) in adjusted models, suggesting BMI has a strong mediating role in CRP levels. CONCLUSIONS We observed an inverse association between childhood SES and adulthood CRP, potentially mediated through BMI. Investigating how childhood SES is associated with childhood BMI and CRP would provide insight into the effective timing of social and clinical interventions to prevent cardiometabolic disease.
Collapse
Affiliation(s)
- Richard S Liu
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
| | - Allison E Aiello
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Fiona K Mensah
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
- The Royal Children's Hospital, Parkville, Victoria, Australia
| | - Constantine E Gasser
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
| | - Kuna Rueb
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
| | - Billie Cordell
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
| | - Markus Juonala
- Department of Medicine, University of Turku, Turku, Finland
- Division of Medicine, Turku University Hospital, Turku, Finland
| | - Melissa Wake
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
- The Royal Children's Hospital, Parkville, Victoria, Australia
| | - David P Burgner
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
- Department of Paediatrics, Monash University, Clayton, Victoria, Australia
| |
Collapse
|
18
|
David J, Measelle J, Ostlund B, Ablow J. Association between early life adversity and inflammation during infancy. Dev Psychobiol 2017; 59:696-702. [DOI: 10.1002/dev.21538] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 05/27/2017] [Indexed: 01/08/2023]
|
19
|
Davillas A, Benzeval M, Kumari M. Socio-economic inequalities in C-reactive protein and fibrinogen across the adult age span: Findings from Understanding Society. Sci Rep 2017; 7:2641. [PMID: 28572594 PMCID: PMC5454021 DOI: 10.1038/s41598-017-02888-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 04/19/2017] [Indexed: 12/16/2022] Open
Abstract
Systemic inflammation has been proposed as a physiological process linking socio-economic position (SEP) to health. We examined how SEP inequalities in inflammation -assessed using C-reactive protein (CRP) and fibrinogen- varied across the adult age span. Current (household income) and distal (education) markers of SEP were used. Data from 7,943 participants (aged 25+) of Understanding Society (wave 2, 1/2010-3/2012) were employed. We found that SEP inequalities in inflammation followed heterogeneous patterns by age, which differed by the inflammatory marker examined rather than by SEP measures. SEP inequalities in CRP emerged in 30s, increased up to mid-50s or early 60 s when they peaked and then decreased with age. SEP inequalities in fibrinogen decreased with age. Body mass index (BMI), smoking, physical activity and healthy diet explained part, but not all, of the SEP inequalities in inflammation; in general, BMI exerted the largest attenuation. Cumulative advantage theories and those considering age as a leveler for the accumulation of health and economic advantages across the life-span should be dynamically integrated to better understand the observed heterogeneity in SEP differences in health across the lifespan. The attenuating roles of health-related lifestyle indicators suggest that targeting health promotion policies may help reduce SEP inequalities in health.
Collapse
Affiliation(s)
- Apostolos Davillas
- Institute for Social and Economic Research (ISER), University of Essex, Colchester, UK.
| | - Michaela Benzeval
- Institute for Social and Economic Research (ISER), University of Essex, Colchester, UK
| | - Meena Kumari
- Institute for Social and Economic Research (ISER), University of Essex, Colchester, UK
- Department of Epidemiology and Public Health, University College London, London, UK
| |
Collapse
|
20
|
Mansur RB, Cunha GR, Asevedo E, Zugman A, Rizzo LB, Grassi-Oliveira R, Levandowski ML, Gadelha A, Pan PM, Teixeira AL, McIntyre RS, Mari JJ, Rohde LA, Miguel EC, Bressan RA, Brietzke E. Association of serum interleukin-6 with mental health problems in children exposed to perinatal complications and social disadvantage. Psychoneuroendocrinology 2016; 71:94-101. [PMID: 27258821 DOI: 10.1016/j.psyneuen.2016.05.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 04/18/2016] [Accepted: 05/16/2016] [Indexed: 11/28/2022]
Abstract
There is consistent evidence that inflammation is involved in mental disorders pathogenesis. Herein, using data from the High Risk Cohort Study for Psychiatric Disorders, we investigated the relationship between parental mood disorders (PMD), environmental factors, serum interleukin-6 (IL6) and mental health problems in children aged 6-12. We measured the serum levels of IL6 in 567 children. Information related to socio-demographic characteristics, mental health problems and multiple risk factors, as well as parent's psychiatric diagnosis, was captured. We evaluated two groups of environmental risk factors (i.e. perinatal complications and social disadvantage) using a cumulative risk model. Results showed that higher serum levels of IL6 were associated with PMD (RR=1.072, p=0.001), perinatal complications (RR=1.022, p=0.013) and social disadvantage (RR=1.024, p=0.021). There was an interaction between PMD and social disadvantage (RR=1.141, p=0.021), as the effect of PMD on IL6 was significantly higher in children exposed to higher levels of social disadvantage. Moreover, there was a positive correlation between IL6 and mental health problems (RR=1.099, p=0.026), which was moderated by exposure to perinatal complications or social disadvantage (RR=1.273, p=0.015 and RR=1.179, p=0.048, respectively). In conclusions, there is evidence of a differential inflammatory activation in children with PMD and exposure to environmental risk factors, when compared to matched peers. Systemic inflammation may be involved in the pathway linking familial risk and mental health problems.
Collapse
Affiliation(s)
- Rodrigo B Mansur
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil; Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada.
| | - Graccielle R Cunha
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Elson Asevedo
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - André Zugman
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Lucas B Rizzo
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil; Department of Psychiatry, University of Tuebingen, Tuebingen, Germany
| | - Rodrigo Grassi-Oliveira
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; Institute of Biomedical Research, Pontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, Brazil
| | - Mateus L Levandowski
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; Institute of Biomedical Research, Pontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, Brazil
| | - Ary Gadelha
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Pedro M Pan
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Antônio L Teixeira
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; Interdisciplinary Laboratory of Medical Investigation, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Roger S McIntyre
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada
| | - Jair J Mari
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Luís A Rohde
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; Department of Psychiatry, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Eurípedes C Miguel
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; Department of Psychiatry, Universidade de São Paulo, São Paulo, Brazil
| | - Rodrigo A Bressan
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Elisa Brietzke
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, Brazil; PRISMA-Program for Recognition and Intervention in Individuals in At-Risk Mental State, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| |
Collapse
|
21
|
Chen E, Miller GE, Yu T, Brody GH. The Great Recession and health risks in African American youth. Brain Behav Immun 2016; 53:234-241. [PMID: 26718449 PMCID: PMC4830489 DOI: 10.1016/j.bbi.2015.12.015] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Revised: 12/19/2015] [Accepted: 12/19/2015] [Indexed: 01/31/2023] Open
Abstract
In the present study, we investigated associations of macro-economic conditions - the Great Recession - with cellular epigenetic aging, allostatic load, and self-reported health, in a group that experiences significant health disparities, African Americans. A sample of 330 African American adolescents in Georgia was followed from pre-recession (2007, M age=16.6) to post-recession (2010, M age=19.3). Economic data were collected in both 2007 and 2010. Three groups were formed to represent economic trajectories across the period of the Great Recession (stable low economic hardship, downward mobility, and stable high economic hardship). At age 19, measures of cellular epigenetic aging (derived from leukocyte DNA methylation profiles, reflecting the disparity between a person's biological and chronological age), allostatic load (composite of blood pressure, C reactive protein, cortisol, epinephrine, norepinephrine, and body mass index), and adolescent self-report of health were obtained. Linear trend analyses documented significant differences across all outcomes. The more time adolescents spent under economic hardship, the higher their epigenetic aging [estimate=1.421, SE=0.466, p=.002] and allostatic load [estimate=1.151, SE=0.375, p=.002] scores, and the worse their self-report of health [estimate=4.957, SE=1.800, p=.006]. Specific group comparisons revealed that adolescents in the downward mobility group had higher levels of allostatic load than adolescents in the stable low hardship group [p<.05]. Overall, these findings suggest that the health profiles of African American youth may in part be shaped by environmental macro-economic societal conditions, and that effects on biological markers can be detected relatively early in life.
Collapse
Affiliation(s)
- Edith Chen
- Institute for Policy Research and Department of Psychology, Northwestern University, USA.
| | - Gregory E. Miller
- Institute for Policy Research and Department of Psychology, Northwestern University, U.S
| | - Tianyi Yu
- Center for Family Research, University of Georgia, U.S
| | - Gene H. Brody
- Center for Family Research, University of Georgia, U.S
| |
Collapse
|
22
|
Becher H, Palm F, Aigner A, Safer A, Urbanek C, Buggle F, Grond-Ginsbach C, Grau AJ. Socioeconomic Conditions in Childhood, Adolescence, and Adulthood and the Risk of Ischemic Stroke. Stroke 2015; 47:173-9. [PMID: 26604249 DOI: 10.1161/strokeaha.115.011523] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 10/20/2015] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE The association between socioeconomic status in adulthood and the risk of stroke is well established; however, the independent effects of socioeconomic conditions in different life phases are less understood. METHODS Within a population-based stroke registry, we performed a case-control study with 470 ischemic stroke patients (cases) aged 18 to 80 years and 809 age- and sex-matched stroke-free controls, randomly selected from the population (study period October 2007 to April 2012). We assessed socioeconomic conditions in childhood, adolescence, and adulthood, and developed a socioeconomic risk score for each life period. RESULTS Socioeconomic conditions were less favorable in cases regarding paternal profession, living conditions and estimated family income in childhood, school degree, and vocational training in adolescence, last profession, marital status and periods of unemployment in adulthood. Using tertiles of score values, low socioeconomic conditions during childhood (odds ratio 1.77; 95% confidence interval 1.20-2.60) and adulthood (odds ratio 1.74; 95% confidence interval 1.16-2.60) but not significantly during adolescence (odds ratio 1.64; 95% confidence interval 0.97-2.78) were associated with stroke risk after adjustment for risk factors and other life stages. Medical risk factors attenuated the effect of childhood conditions, and lifestyle factors reduced the effect of socioeconomic conditions in adolescence and adulthood. Unfavorable childhood socioeconomic conditions were particularly associated with large artery atherosclerotic stroke in adulthood (odds ratio 2.13; 95% confidence interval 1.24-3.67). CONCLUSIONS This study supports the hypothesis that unfavorable childhood socioeconomic conditions are related to ischemic stroke risk, independent of established risk factors and socioeconomic status in adulthood, and fosters the idea that stroke prevention needs to begin early in life.
Collapse
Affiliation(s)
- Heiko Becher
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.).
| | - Frederick Palm
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.)
| | - Annette Aigner
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.)
| | - Anton Safer
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.)
| | - Christian Urbanek
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.)
| | - Florian Buggle
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.)
| | - Caspar Grond-Ginsbach
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.)
| | - Armin J Grau
- From the Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany (H.B., A.A.); Department of Neurology, Klinikum Ludwigshafen, Ludwigshafen, Germany (F.P., C.U., F.B., A.J.G.); Institute of Public Health, University of Heidelberg, Heidelberg, Germany (H.B., A.S.); and Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany (C.G.-G.)
| |
Collapse
|
23
|
Lacey RE, Sacker A, Kumari M, Worts D, McDonough P, Booker C, McMunn A. Work-family life courses and markers of stress and inflammation in mid-life: evidence from the National Child Development Study. Int J Epidemiol 2015; 45:1247-1259. [PMID: 26467761 PMCID: PMC5841625 DOI: 10.1093/ije/dyv205] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/21/2015] [Indexed: 11/22/2022] Open
Abstract
Background: This study investigated associations between work-family life courses and biomarkers of inflammation and stress in mid-life among British men and women. Gender differences in these associations were also explored. Methods: A novel statistical method—multi-channel sequence analysis—defined work-family life courses between the ages of 16 and 42 years, combining annual information on work, partnership and parenthood. Associations between work-family life courses and inflammation [C-reactive protein (CRP), fibrinogen and von Willebrand factor] and cortisol at age 44/45 years were tested using multivariate linear regression using multiply-imputed data on almost 6500 participants from the National Child Development Study 1958 British birth cohort. Results: Compared with those who combined strong ties to paid work with later transitions to stable family lives (‘Work, later family’ group), ‘Teen parents’ had higher CRP [40.6% higher, 95% confidence interval (CI): 5.6, 87.0] and fibrinogen (7.8% higher, 95% CI: 2.3, 13.5) levels, and homemakers (‘No paid work, early family’) had raised fibrinogen levels (4.7% higher, 95% CI: 0.7, 9.0), independent of childhood health and socioeconomic position, adult socioeconomic position, health behaviours and body mass index (BMI). Those who combined later transitions to stable family ties with a career break for childrearing had higher post-waking cortisol than the ‘Work, later family’ group; however, no associations were seen for other work-family types, therefore suggesting a null finding with cortisol. No statistically significant gender interactions in associations between work-family types and inflammatory or cortisol outcomes were found. Conclusions: Work-family life courses characterised by early parenthood or weak work ties were associated with a raised risk profile in relation to chronic inflammation.
Collapse
Affiliation(s)
- Rebecca E Lacey
- Department of Epidemiology & Public Health, University College London, London, UK,
| | - Amanda Sacker
- Department of Epidemiology & Public Health, University College London, London, UK
| | - Meena Kumari
- Institute for Social and Economic Research, University of Essex, Colchester, UK and
| | - Diana Worts
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Peggy McDonough
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Cara Booker
- Institute for Social and Economic Research, University of Essex, Colchester, UK and
| | - Anne McMunn
- Department of Epidemiology & Public Health, University College London, London, UK
| |
Collapse
|
24
|
Briggs FB, Green MC, Ritterman Weintraub ML. Role of socioeconomic position in multiple sclerosis etiology. Neurodegener Dis Manag 2015; 5:333-43. [DOI: 10.2217/nmt.15.22] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Multiple sclerosis (MS) is a debilitating autoimmune disease with a prominent inflammatory component. There have been strides identifying genetic and environmental MS risk factors, though much of the disease risk remains unknown. Recent large observational studies suggest adverse socioeconomic position increases the risk for MS, however the mediating biological processes are not understood. We hypothesize a prominent role for stress response, both the autonomic nervous system and the hypothalamic–pituitary–adrenal axis, which become maladaptive under frequent or chronic stimulation resulting in a proinflammatory phenotype. Thus, adverse SEP and chronic stress may predispose individuals for MS.
Collapse
Affiliation(s)
- Farren B Briggs
- Department of Epidemiology & Biostatistics, School of Medicine, Case Western Reserve University, Cleveland, OH 44106-4945, USA
| | - Matthew C Green
- Department of Public Health, Touro University California, CA 94592, USA
| | | |
Collapse
|
25
|
Osler M, Bruunsgaard H, Lykke Mortensen E. Lifetime socio-economic position and depression: an analysis of the influence of cognitive function, behaviour and inflammatory markers. Eur J Public Health 2015. [DOI: 10.1093/eurpub/ckv134] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
|
26
|
Ploubidis GB, Silverwood RJ, DeStavola B, Grundy E. Life-Course Partnership Status and Biomarkers in Midlife: Evidence From the 1958 British Birth Cohort. Am J Public Health 2015; 105:1596-603. [PMID: 26066911 DOI: 10.2105/ajph.2015.302644] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES We examined the association between trajectories of partnership status over the life course and objectively measured health indicators in midlife. METHODS We used data from 4 waves (1981, 1991, 2000, and 2002-2004) of the British National Child Development Study (NCDS), a prospective cohort study that includes all people born in Britain during 1 week in March 1958 (n = 18 558). RESULTS After controlling for selection attributable to early-life and early-adulthood characteristics, we found that life-course trajectories of partnership status were associated with hemostatic and inflammatory markers, the prevalence of metabolic syndrome and respiratory function in midlife. Never marrying or cohabiting was negatively associated with health in midlife for both genders, but the effect was more pronounced in men. Women who had married in their late 20s or early 30s and remained married had the best health in midlife. Men and women in cohabiting unions had midlife health outcomes similar to those in formal marriages. CONCLUSIONS Partnership status over the life course has a cumulative effect on a wide range of objectively measured health indicators in midlife.
Collapse
Affiliation(s)
- George B Ploubidis
- George B. Ploubidis is with the Centre for Longitudinal Studies, UCL - Institute of Education, University College London, London, UK. Richard J. Silverwood and Bianca DeStavola are with the Centre for Statistical Methodology, Department of Medical Statistics, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London. Emily Grundy is with the Department of Social Policy, London School of Economics and Political Science, London
| | - Richard J Silverwood
- George B. Ploubidis is with the Centre for Longitudinal Studies, UCL - Institute of Education, University College London, London, UK. Richard J. Silverwood and Bianca DeStavola are with the Centre for Statistical Methodology, Department of Medical Statistics, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London. Emily Grundy is with the Department of Social Policy, London School of Economics and Political Science, London
| | - Bianca DeStavola
- George B. Ploubidis is with the Centre for Longitudinal Studies, UCL - Institute of Education, University College London, London, UK. Richard J. Silverwood and Bianca DeStavola are with the Centre for Statistical Methodology, Department of Medical Statistics, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London. Emily Grundy is with the Department of Social Policy, London School of Economics and Political Science, London
| | - Emily Grundy
- George B. Ploubidis is with the Centre for Longitudinal Studies, UCL - Institute of Education, University College London, London, UK. Richard J. Silverwood and Bianca DeStavola are with the Centre for Statistical Methodology, Department of Medical Statistics, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London. Emily Grundy is with the Department of Social Policy, London School of Economics and Political Science, London
| |
Collapse
|
27
|
Kelly SJ, Ismail M. Stress and type 2 diabetes: a review of how stress contributes to the development of type 2 diabetes. Annu Rev Public Health 2015; 36:441-62. [PMID: 25581145 DOI: 10.1146/annurev-publhealth-031914-122921] [Citation(s) in RCA: 148] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Current policy and research around type 2 diabetes (T2D) interventions largely invoke a behavioral model. We suggest that activation of the physiologic stress response (PSR) from chronic exposure to stressors, low socioeconomic status (SES), severe mental health problems, or aggressive behavior increases the risk of T2D. This article is a comprehensive review of the literature on the link between T2D and psychosocial factors focusing on prospective studies of the risk for developing diabetes. The review found an increased risk for T2D in people: exposed to stressful working conditions or traumatic events; with depression; with personality traits or mental health problems that put them in conflict with others; of low SES, either currently or in childhood; and in racial/ethnic minority populations, independent of current SES. This review suggests that T2D prevention research would be more effective if (a) the PSR to psychosocial factors (especially social disparities) was recognized and (b) intervention programs evaluated reduction in social disparities as part of a comprehensive approach.
Collapse
Affiliation(s)
- Shona J Kelly
- Center for Health and Social Care Research, Sheffield Hallam University, Sheffield S10 2BP, United Kingdom;
| | | |
Collapse
|
28
|
Jones R, Hardy R, Sattar N, Deanfield JE, Hughes A, Kuh D, Murray ET, Whincup PH, Thomas C. Novel coronary heart disease risk factors at 60-64 years and life course socioeconomic position: the 1946 British birth cohort. Atherosclerosis 2014; 238:70-6. [PMID: 25437893 PMCID: PMC4286122 DOI: 10.1016/j.atherosclerosis.2014.11.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Revised: 10/19/2014] [Accepted: 11/10/2014] [Indexed: 11/16/2022]
Abstract
Social disadvantage across the life course is associated with a greater risk of coronary heart disease (CHD) and with established CHD risk factors, but less is known about whether novel CHD risk factors show the same patterns. The Medical Research Council National Survey of Health and Development was used to investigate associations between occupational socioeconomic position during childhood, early adulthood and middle age and markers of inflammation (C-reactive protein, interleukin-6), endothelial function (E-selectin, tissue-plasminogen activator), adipocyte function (leptin, adiponectin) and pancreatic beta cell function (proinsulin) measured at 60–64 years. Life course models representing sensitive periods, accumulation of risk and social mobility were compared with a saturated model to ascertain the nature of the relationship between social class across the life course and each of these novel CHD risk factors. For interleukin-6 and leptin, low childhood socioeconomic position alone was associated with high risk factor levels at 60–64 years, while for C-reactive protein and proinsulin, cumulative effects of low socioeconomic position in both childhood and early adulthood were associated with higher (adverse) risk factor levels at 60–64 years. No associations were observed between socioeconomic position at any life period with either endothelial marker or adiponectin. Associations for C-reactive protein, interleukin-6, leptin and proinsulin were reduced considerably by adjustment for body mass index and, to a lesser extent, cigarette smoking. In conclusion, socioeconomic position in early life is an important determinant of several novel CHD risk factors. Body mass index may be an important mediator of these relationships. We examine associations of life course socioeconomic position (SEP) with novel coronary heart disease risk markers using novel methods to compare different life course models. SEP during childhood was important for IL-6 and leptin, while SEP during both childhood and early adulthood was important for CRP and proinsulin. BMI (but not smoking) explained a large part of these relationships.
Collapse
Affiliation(s)
- Rebecca Jones
- Population Health Research Institute, St George's, University of London, London, United Kingdom
| | - Rebecca Hardy
- MRC Unit for Lifelong Health and Ageing, Institute of Epidemiology and Health Care, University College London, London, United Kingdom
| | - Naveed Sattar
- British Heart Foundation Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - John E Deanfield
- Vascular Physiology Unit, Institute of Cardiovascular Science, University College of London, United Kingdom
| | - Alun Hughes
- National Heart and Lung Institute, Imperial College Academic Health Sciences Centre, London, United Kingdom
| | - Diana Kuh
- British Heart Foundation Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Emily T Murray
- Population Health Research Institute, St George's, University of London, London, United Kingdom
| | - Peter H Whincup
- Population Health Research Institute, St George's, University of London, London, United Kingdom.
| | - Claudia Thomas
- Population Health Research Institute, St George's, University of London, London, United Kingdom
| | | |
Collapse
|
29
|
Cutrona CE, Abraham WT, Russell DW, Beach SRH, Gibbons FX, Gerrard M, Monick M, Philibert R. Financial strain, inflammatory factors, and haemoglobin A1c levels in African American women. Br J Health Psychol 2014; 20:662-79. [PMID: 25327694 DOI: 10.1111/bjhp.12120] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Revised: 09/17/2014] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Type 2 diabetes disproportionately affects African American women, a population exposed to high levels of stress, including financial strain (Centers for Disease Control & Prevention, 2011, http://www.cdc.gov/diabetes/pubs/pdf/ndfs_2011.pdf). We tested a mediational model in which chronic financial strain among African American women contributes to elevated serum inflammation markers, which, in turn, lead to increased haemoglobin A1C (HbA1c) levels and risk for type 2 diabetes. METHODS We assessed level of financial strain four times over a 10-year period and tested its effect on two serum inflammation markers, C-reactive protein (CRP) and soluble interleukin-6 receptor (sIL-6R) in year 11 of the study. We tested the inflammation markers as mediators in the association between chronic financial strain and HbA1c, an index of average blood glucose level over several months. DESIGN Data were from 312 non-diabetic African American women from the Family and Community Health Study (FACHS; Cutrona et al., 2000, J. Pers. Soc. Psychol., 79, 1088). RESULTS Chronic financial strain predicted circulating sIL-6R after controlling for age, BMI, health behaviours, and physical health measures. In turn, sIL-6R significantly predicted HbA1c levels. The path between chronic financial strain and HbA1c was significantly mediated by sIL-6R. Contrary to prediction, CRP was not predicted by chronic financial strain. CONCLUSIONS Results support the role of inflammatory factors in mediating the effects of psychosocial stressors on risk for type 2 diabetes. Findings have implications for interventions that boost economic security and foster effective coping as well as medical interventions that reduce serum inflammation to prevent the onset of type 2 diabetes.
Collapse
Affiliation(s)
| | | | | | | | | | - Meg Gerrard
- University of Connecticut, Storrs, Connecticut, USA
| | | | | |
Collapse
|
30
|
Life course socioeconomic position and C-reactive protein: mediating role of health-risk behaviors and metabolic alterations. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). PLoS One 2014; 9:e108426. [PMID: 25309988 PMCID: PMC4195589 DOI: 10.1371/journal.pone.0108426] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Accepted: 08/20/2014] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Chronic inflammation has been postulated to be one mediating mechanism explaining the association between low socioeconomic position (SEP) and cardiovascular disease (CVD). We sought to examine the association between life course SEP and C-reactive protein (CRP) levels in adulthood, and to evaluate the extent to which health-risk behaviors and metabolic alterations mediate this association. Additionally, we explored the possible modifying influence of gender. METHODS AND FINDINGS Our analytical sample comprised 13,371 participants from ELSA-Brasil baseline, a multicenter prospective cohort study of civil servants. SEP during childhood, young adulthood, and adulthood were considered. The potential mediators between life course SEP and CRP included clusters of health-risk behaviors (smoking, low leisure time physical activity, excessive alcohol consumption), and metabolic alterations (obesity, hypertension, low HDL, hypertriglyceridemia, and diabetes). Linear regression models were performed and structural equation modeling was used to evaluate mediation. Although lower childhood SEP was associated with higher levels of CRP in adult life, this association was not independent of adulthood SEP. However, CRP increased linearly with increasing number of unfavorable social circumstances during the life course (p trend <0.001). The metabolic alterations were the most important mediator between cumulative SEP and CRP. This mediation path accounted for 49.5% of the total effect of cumulative SEP on CRP among women, but only 20.2% among men. In consequence, the portion of the total effect of cumulative SEP on CRP that was mediated by risk behaviors and metabolic alterations was higher among women (55.4%) than among men (36.8%). CONCLUSIONS Cumulative SEP across life span was associated with elevated systemic inflammation in adulthood. Although health-risk behaviors and metabolic alterations were important mediators of this association, a sizable fraction of this association was not mediated by these factors, suggesting that other pathways might play a role, especially among men.
Collapse
|
31
|
Sun Y, Jiang CQ, Cheng KK, Zhang WS, Leung GM, Lam TH, Schooling CM. Leg length is associated with lower values of inflammatory markers in older Chinese: The Guangzhou Biobank Cohort Study. Ann Hum Biol 2014; 42:143-9. [PMID: 25007857 DOI: 10.3109/03014460.2014.932009] [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: 11/13/2022]
Abstract
BACKGROUND In developed western populations, longer legs are a biomarker of better childhood conditions and negatively associated with cardiovascular disease risk factors. These associations are less obvious in non-western settings. However, early life is also a key immune system development phase. AIM To examine the associations of height, leg length, sitting height and leg length/sitting height ratio with inflammatory markers (white blood, lymphocyte and granulocyte cell counts and C-reactive protein (CRP)) in a developing population of southern China. SUBJECTS AND METHODS This study used multivariable linear regression to examine the adjusted associations in 30,499 Chinese (50+ years). RESULTS Height z-score was associated with lower white blood, lymphocyte and granulocyte cell counts. Leg length z-score was associated with lower white blood, lymphocyte and granulocyte cell counts and CRP. Sitting height z-score was associated with lower white blood and granulocyte cell counts, but not with lymphocyte cell count or CRP. Leg length/sitting height ratio z-score was associated with lower white blood, lymphocyte and granulocyte cell counts and CRP. CONCLUSION Factors enabling more early growth may also lead to changes in immunity that are associated with reduced CVD risk.
Collapse
Affiliation(s)
- Yangbo Sun
- Lifestyle and Lifecourse Epidemiology Group, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong , SAR , PR China
| | | | | | | | | | | | | |
Collapse
|
32
|
Tabassum F, Kumari M, Rumley A, Power C, Strachan DP, Lowe G. Lifecourse social position and D-dimer; findings from the 1958 British birth cohort. PLoS One 2014; 9:e93277. [PMID: 24809471 PMCID: PMC4014469 DOI: 10.1371/journal.pone.0093277] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Accepted: 03/04/2014] [Indexed: 11/18/2022] Open
Abstract
The aim is to examine the association of lifecourse socioeconomic position (SEP) on circulating levels of D-dimer. Data from the 1958 British birth cohort were used, social class was determined at three stages of respondents' life: at birth, at 23 and at 42 years. A cumulative indicator score of SEP (CIS) was calculated ranging from 0 (always in the highest social class) to 9 (always in the lowest social class). In men and women, associations were observed between CIS and D-dimer (P<0.05). Thus, the respondents in more disadvantaged social classes had elevated levels of D-dimer compared to respondents in less disadvantaged social class. In multivariate analyses, the association of disadvantaged social position with D-dimer was largely explained by fibrinogen, C-reactive protein and von Willebrand Factor in women, and additionally by smoking, alcohol consumption and physical activity in men. Socioeconomic circumstances across the lifecourse at various stages also contribute independently to raised levels of D-dimer in middle age in women only. Risk exposure related to SEP accumulates across life and contributes to raised levels of D-dimer. The association of haemostatic markers and social differences in health may be mediated by inflammatory and other markers.
Collapse
Affiliation(s)
- Faiza Tabassum
- Third Sector Research Centre, Faculty of Human and Social Sciences, University of Southampton, Southampton, United Kingdom
- Department of Infection and Population Health, University College London (UCL), London, United Kingdom
| | - Meena Kumari
- Department of Epidemiology and Public Health, University College London (UCL), London, United Kingdom
- ISER, Essex University, Wivenhoe Park, Colchester, United Kingdom
- * E-mail:
| | - Ann Rumley
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Royal Infirmary, Glasgow, United Kingdom
| | - Chris Power
- Centre for Pediatric Epidemiology and Biostatistics, Institute of Child Health, University College London (UCL), London, United Kingdom
| | - David P. Strachan
- Division of Population Health Sciences and Education, St George's, University of London, London, United Kingdom
| | - Gordon Lowe
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Royal Infirmary, Glasgow, United Kingdom
| |
Collapse
|
33
|
Briggs FBS, Acuña BS, Shen L, Bellesis KH, Ramsay PP, Quach H, Bernstein A, Schaefer C, Barcellos LF. Adverse socioeconomic position during the life course is associated with multiple sclerosis. J Epidemiol Community Health 2014; 68:622-9. [PMID: 24577137 DOI: 10.1136/jech-2013-203184] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Adverse socioeconomic position (SEP) in childhood and adulthood is associated with a proinflammatory phenotype, and therefore an important exposure to consider for multiple sclerosis (MS), a complex neuroinflammatory autoimmune disease. The objective was to determine whether SEP over the life course confers increased susceptibility to MS. METHODS 1643 white, non-Hispanic MS case and control members recruited from the Kaiser Permanente Medical Care Plan, Northern California Region, for which comprehensive genetic, clinical and environmental exposure data have been collected were studied. Logistic regression models investigated measures of childhood and adulthood SEP, and accounted for effects due to established MS risk factors, including HLA-DRB1*15:01 allele carrier status, smoking history, history of infectious mononucleosis, family history of MS and body size. RESULTS Multiple measures of childhood and adulthood SEP were significantly associated with risk of MS, including parents renting versus owning a home at age 10: OR=1.48, 95% CI 1.09 to 2.02, p=0.013; less than a college education versus at least a college education based on parental household: OR=1.28, 95% CI 1.01 to 1.63, p=0.041; low versus high life course SEP: OR=1.50, 95% CI 1.09 to 2.05, p=0.012; and low versus high social mobility: OR=1.74, 95% CI 1.27 to 2.39, p=5.7×10(-4). CONCLUSIONS Results derived from a population-representative case-control study provide support for the role of adverse SEP in MS susceptibility and add to the growing evidence linking lower SEP to poorer health outcomes. Both genetic and environmental contributions to chronic conditions are important and must be characterised to fully understand MS aetiology.
Collapse
Affiliation(s)
- Farren B S Briggs
- Division of Epidemiology, Genetic Epidemiology and Genomics Laboratory, School of Public Health, University of California, Berkeley, California, USA
| | - Brigid S Acuña
- Kaiser Permanente Division of Research, Oakland, California, USA
| | - Ling Shen
- Kaiser Permanente Division of Research, Oakland, California, USA
| | | | - Patricia P Ramsay
- Division of Epidemiology, Genetic Epidemiology and Genomics Laboratory, School of Public Health, University of California, Berkeley, California, USA
| | - Hong Quach
- Division of Epidemiology, Genetic Epidemiology and Genomics Laboratory, School of Public Health, University of California, Berkeley, California, USA
| | | | | | - Lisa F Barcellos
- Division of Epidemiology, Genetic Epidemiology and Genomics Laboratory, School of Public Health, University of California, Berkeley, California, USA Kaiser Permanente Division of Research, Oakland, California, USA
| |
Collapse
|
34
|
Systematic review of the evidence of a relationship between chronic psychosocial stress and C-reactive protein. Mol Diagn Ther 2013; 17:147-64. [PMID: 23615944 DOI: 10.1007/s40291-013-0026-7] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
INTRODUCTION C-reactive protein (CRP) is an acute-phase reactant with an increasing number of clinical functions. Studies in recent years have identified several social, economic, demographic, and psychological factors that contribute to baseline inflammation. Psychosocial stress represents a significant contributor to baseline inflammation. Given the importance of understanding background drivers of CRP levels, we conducted this review to assess the impact of chronic psychosocial stress on CRP levels. METHODS Medline was searched through February 2013 for human studies examining CRP levels with respect to chronic psychosocial stress. RESULTS The initial search identified 587 articles from which 129 potentially appropriate articles were reviewed. Of these 129 articles, 41 articles were included in the review. These studies were published between 2003 and 2013. Of these studies, 6 analyzed employment stress, 2 analyzed unemployment stress, 6 analyzed burnout and vital exhaustion, 6 analyzed caregiver stress, 3 analyzed interpersonal stress, 17 analyzed socioeconomic position, and 2 analyzed discrimination. CONCLUSION We conclude that psychosocial stress significantly impacts CRP and should be considered when interpreting the meaning of CRP elevations.
Collapse
|
35
|
Power C, Kuh D, Morton S. From Developmental Origins of Adult Disease to Life Course Research on Adult Disease and Aging: Insights from Birth Cohort Studies. Annu Rev Public Health 2013; 34:7-28. [DOI: 10.1146/annurev-publhealth-031912-114423] [Citation(s) in RCA: 150] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Chris Power
- MRC Center of Epidemiology for Child Health/Center for Pediatric Epidemiology & Biostatistics, University College London Institute of Child Health, London WC1N 1EH, United Kingdom;
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing, London WC1B 5JU, United Kingdom
| | - Susan Morton
- Centre for Longitudinal Research—He Ara ki Mua, University of Auckland Tamaki Campus, Glen Innes, Auckland 1743, New Zealand
| |
Collapse
|
36
|
Cavigelli SA, Chaudhry HS. Social status, glucocorticoids, immune function, and health: can animal studies help us understand human socioeconomic-status-related health disparities? Horm Behav 2012; 62:295-313. [PMID: 22841799 DOI: 10.1016/j.yhbeh.2012.07.006] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2011] [Revised: 07/15/2012] [Accepted: 07/16/2012] [Indexed: 11/16/2022]
Abstract
For humans in developed nations, socioeconomic status (SES)--relative income, education and occupational position in a society--is a strong predictor of morbidity and mortality rates, with increasing SES predicting longer life span (e.g. Marmot et al., 1991). Mechanisms underlying this relationship have been examined, but the relative role of each mechanism still remains unknown. By understanding the relative role of specific mechanisms that underlie dramatic health disparities between high and low social status individuals we can begin to identify effective, targeted methods to alleviate health disparities. In the current paper, we take advantage of a growing number of animal studies that have quantified biological health-related correlates (glucocorticoid production and immune function) of social status and compare these studies to the current literature on human SES and health to determine if and how animal studies can further our understanding of SES-associated human health disparities. Specifically, we compared social-status related glucocorticoid production and immune function in humans and animals. From the review, we show that our present understanding of the relationships between social status and glucocorticoid production/immune function is still growing, but that there are already identifiable parallels (and non-parallels) between humans and animals. We propose timely areas of future study focused on (1) specific aspects of social status that may influence stress-related physiology, (2) mechanisms underlying long-term influences of social status on physiology and health, and (3) intervention studies to alleviate potentially negative physiological correlates of social status.
Collapse
Affiliation(s)
- Sonia A Cavigelli
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA 16802, USA.
| | | |
Collapse
|
37
|
Clustering of depression and inflammation in adolescents previously exposed to childhood adversity. Biol Psychiatry 2012; 72:34-40. [PMID: 22494534 PMCID: PMC3493164 DOI: 10.1016/j.biopsych.2012.02.034] [Citation(s) in RCA: 248] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2011] [Revised: 02/28/2012] [Accepted: 02/29/2012] [Indexed: 01/08/2023]
Abstract
BACKGROUND There is mounting interest in the hypothesis that inflammation contributes to the pathogenesis of depression and underlies depressed patients' vulnerability to comorbid medical conditions. However, research on depression and inflammation has yielded conflicting findings, fostering speculation that these conditions associate only in certain subgroups, such as patients exposed to childhood adversity. METHODS We studied 147 female adolescents. All were in good health at baseline but at high risk for depression because of family history or cognitive vulnerability. Subjects were assessed every 6 months for 2.5 years, undergoing diagnostic interviews and venipuncture for measurement of two inflammatory biomarkers, C-reactive protein (CRP) and interleukin-6 (IL-6). Childhood adversity was indexed by parental separation, low socioeconomic status, and familial psychopathology. RESULTS Multilevel models indicated that childhood adversity promotes clustering of depression and inflammation. Among subjects exposed to high childhood adversity, the transition to depression was accompanied by increases in both CRP and IL-6. Higher CRP remained evident 6 months later, even after depressive symptoms had abated. These lingering effects were bidirectional, such that among subjects with childhood adversity, high IL-6 forecasted depression 6 months later, even after concurrent inflammation was considered. This coupling of depression and inflammation was not apparent in subjects without childhood adversity. CONCLUSIONS These findings suggest that childhood adversity promotes the formation of a neuroimmune pipeline in which inflammatory signaling between the brain and periphery is amplified. Once established, this pipeline leads to a coupling of depression and inflammation, which may contribute to later affective difficulties and biomedical complications.
Collapse
|
38
|
West DA, Leung GM, Jiang CQ, Elwell-Sutton TM, Zhang WS, Lam TH, Cheng KK, Schooling CM. Life-course origins of social inequalities in adult immune cell markers of inflammation in a developing southern Chinese population: the Guangzhou Biobank Cohort Study. BMC Public Health 2012; 12:269. [PMID: 22472036 PMCID: PMC3373375 DOI: 10.1186/1471-2458-12-269] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2011] [Accepted: 04/03/2012] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Socioeconomic position (SEP) throughout life is associated with cardiovascular disease, though the mechanisms linking these two are unclear. It is also unclear whether there are critical periods in the life course when exposure to better socioeconomic conditions confers advantages or whether SEP exposures accumulate across the whole life course. Inflammation may be a mechanism linking socioeconomic position (SEP) with cardiovascular disease. In a large sample of older residents of Guangzhou, in southern China, we examined the association of life course SEP with inflammation. METHODS In baseline data on 9,981 adults (≥ 50 years old) from the Guangzhou Biobank Cohort Study (2006-08), we used multivariable linear regression and model fit to assess the associations of life course SEP at four stages (childhood, early adult, late adult and current) with white blood, granulocyte and lymphocyte cell counts. RESULTS A model including SEP at all four life stages best explained the association of life course SEP with white blood and granulocyte cell count for men and women, with early adult SEP (education) making the largest contribution. A critical period model best explained the association of life course SEP with lymphocyte count, with sex-specific associations. Early adult SEP was negatively associated with lymphocytes for women. CONCLUSIONS Low SEP throughout life may negatively impact late adult immune-inflammatory status. However, some aspects of immune-inflammatory status may be sensitive to earlier exposures, with sex-specific associations. The findings were compatible with the hypothesis that in a developing population, upregulation of the gonadotropic axis with economic development may obscure the normally protective effects of social advantage for men.
Collapse
Affiliation(s)
- Douglas A West
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, SAR, China
| | - Gabriel M Leung
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, SAR, China
| | - Chao Q Jiang
- Guangzhou Occupational Diseases Prevention and Treatment Centre, Guangzhou Number 12 Hospital, Guangzhou, China
| | - Timothy M Elwell-Sutton
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, SAR, China
| | - Wei S Zhang
- Guangzhou Occupational Diseases Prevention and Treatment Centre, Guangzhou Number 12 Hospital, Guangzhou, China
| | - Tai H Lam
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, SAR, China
| | - Kar K Cheng
- Department of Public Health and Epidemiology, University of Birmingham, Birmingham, UK
| | - C Mary Schooling
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, SAR, China
| |
Collapse
|
39
|
Stamatakis E, Hamer M, Mishra GD. Early adulthood television viewing and cardiometabolic risk profiles in early middle age: results from a population, prospective cohort study. Diabetologia 2012; 55:311-20. [PMID: 22057195 DOI: 10.1007/s00125-011-2358-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2011] [Accepted: 09/30/2011] [Indexed: 10/15/2022]
Abstract
AIMS/HYPOTHESIS Little research has been done on the long-term longitudinal associations between markers of sedentary behaviour and health risks. We hypothesised that television (TV) viewing in early to mid-adulthood predicts an adverse cardiometabolic risk factor profile in middle age independently of participation in physical activity. METHODS We used prospective data from 5,972 (2,947 men) participants of the 1958 British Birth Cohort study. TV viewing and exercise frequency were obtained at age 23 years. Daily TV viewing and weekly moderate to vigorous physical activity were assessed at age 44 years, as well as HbA(1c), triacylglycerol, total and HDL-cholesterol, systolic and diastolic blood pressure, and waist circumference. We used generalised linear models and multiple linear regression to examine the associations between TV viewing at age 23 years and the cardiometabolic risk markers (including a clustered cardiometabolic risk score) at 44 years, while adjusting for sex, exercise participation and TV viewing at age 44 years, and other potential confounders. RESULTS In the multivariable models, TV viewing frequency at age 23 years showed positive associations with C-reactive protein (generalised linear model change 12.6%, 95% CI 3.5, 22.8; p = 0.005), fibrinogen (change 1.8%, 95% CI 0.3, 3.3; p = 0.020), waist circumference (coefficient 1.17, 95% CI 0.32, 2.01; p = 0.004), systolic (coefficient 1.44, 95% CI 0.33, 2.54; p = 0.019) and diastolic (coefficient 0.75, 95% CI -0.01, 1.51; p = 0.053) blood pressure, and clustered cardiometabolic risk score (men only, coefficient 0.06, 95% CI 0.01, 0.11; p = 0.038). Adjustments for baseline (age 23 years) BMI attenuated these associations towards null. CONCLUSIONS/INTERPRETATION TV viewing habits in early adulthood are associated with adverse cardiometabolic profiles in early middle adulthood that are independent of TV viewing habits and physical activity in middle age, but not independent of BMI in early adulthood.
Collapse
Affiliation(s)
- E Stamatakis
- Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, London WC1E 6BT, UK.
| | | | | |
Collapse
|
40
|
Bartley M, Kelly Y, Sacker A. Early life financial adversity and respiratory function in midlife: a prospective birth cohort study. Am J Epidemiol 2012; 175:33-42. [PMID: 22138040 DOI: 10.1093/aje/kwr284] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Data from the 1958 National Child Development Study (1958-2004) were used in a prospective study of the relation of financial adversity in childhood to lung function in midlife. It was hypothesized that such a relation would be found and would be mediated partly by early housing deprivation, partly by continuities in social disadvantage, and partly by smoking. These hypotheses were confirmed. The mediating variables explained nearly two-thirds of the observed relation. The strongest individual pathway from early financial hardship to adult lung function was through poor housing in childhood. Poor housing increased the risk of educational failure, which in turn was strongly related to less-advantaged social class. Lack of educational qualifications and less-advantaged social class independently increased the risk of higher levels of smoking. Mediating variables therefore acted in part as indicators of environmental exposures and in part through their links to adult smoking. Early financial adversity is associated with adult lung function partly through poor housing and partly through pathways involving continuities in social disadvantage and the associated environmental exposures and behaviors.
Collapse
Affiliation(s)
- Mel Bartley
- Department of Epidemiology and Public Health, University College London, London, United Kingdom.
| | | | | |
Collapse
|
41
|
Rudnicka AR, Rumley A, Whincup PH, Lowe GD, Strachan DP. Sex differences in the relationship between inflammatory and hemostatic biomarkers and metabolic syndrome: British 1958 Birth Cohort. J Thromb Haemost 2011; 9:2337-44. [PMID: 22099170 DOI: 10.1111/j.1538-7836.2011.04517.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Circulating levels of C-reactive protein (CRP), fibrinogen, fibrin D-dimer, tissue plasminogen activator antigen (t-PA) and von Willebrand factor (VWF) are associated with incident coronary heart disease (CHD). However, their associations with metabolic syndrome and its components in large populations of men and women have not been well defined. OBJECTIVES We compare the sex associations of these biomarkers with established CHD risk factors, metabolic syndrome and its components in a large cohort. PATIENTS AND METHODS 8302 men and women aged 45 years from the British 1958 birth cohort provided a blood sample. Analyses were restricted to 3457 men and 3464 women with complete data on all risk factors and no history of cardiovascular disease. Multiple regression analyses adjusted for smoking, social class, alcohol consumption and variables related to biomarker measurement error. RESULTS Adjusted sex differences in levels of all biomarkers (except VWF) varied according to presence/absence of metabolic syndrome, its components and obesity (BMI ≥30 kg m(-) (2)). Associations in women were up to twice as strong for CRP, fibrinogen and t-PA with markers of obesity (body mass index, waist circumference), blood pressure, blood lipids and metabolic syndrome. D-dimer showed weaker associations and less heterogeneity by sex. There was no evidence of sex interaction in associations with VWF. CONCLUSIONS Associations between CRP, fibrinogen and t-PA and metabolic syndrome and its components were stronger in women than in men. Understanding the reasons for these differences across sex will be important in understanding the pathophysiology of cardiovascular and metabolic disease in men and women.
Collapse
Affiliation(s)
- A R Rudnicka
- Division of Population Health Sciences and Education, St George's, University of London, Cranmer Terrace, London Division of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK.
| | | | | | | | | |
Collapse
|
42
|
Miller GE, Chen E, Parker KJ. Psychological stress in childhood and susceptibility to the chronic diseases of aging: moving toward a model of behavioral and biological mechanisms. Psychol Bull 2011; 137:959-97. [PMID: 21787044 PMCID: PMC3202072 DOI: 10.1037/a0024768] [Citation(s) in RCA: 1156] [Impact Index Per Article: 88.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Among people exposed to major psychological stressors in early life, there are elevated rates of morbidity and mortality from chronic diseases of aging. The most compelling data come from studies of children raised in poverty or maltreated by their parents, who show heightened vulnerability to vascular disease, autoimmune disorders, and premature mortality. These findings raise challenging theoretical questions. How does childhood stress get under the skin, at the molecular level, to affect risk for later diseases? And how does it incubate there, giving rise to diseases several decades later? Here we present a biological embedding model, which attempts to address these questions by synthesizing knowledge across several behavioral and biomedical literatures. This model maintains that childhood stress gets "programmed" into macrophages through epigenetic markings, posttranslational modifications, and tissue remodeling. As a consequence these cells are endowed with proinflammatory tendencies, manifest in exaggerated cytokine responses to challenge and decreased sensitivity to inhibitory hormonal signals. The model goes on to propose that over the life course, these proinflammatory tendencies are exacerbated by behavioral proclivities and hormonal dysregulation, themselves the products of exposure to early stress. Behaviorally, the model posits that childhood stress gives rise to excessive threat vigilance, mistrust of others, poor social relationships, impaired self-regulation, and unhealthy lifestyle choices. Hormonally, early stress confers altered patterns of endocrine and autonomic discharge. This milieu amplifies the proinflammatory environment already instantiated by macrophages. Acting in concert with other exposures and genetic liabilities, the resulting inflammation drives forward pathogenic mechanisms that ultimately foster chronic disease.
Collapse
|
43
|
Educational attainment but not measures of current socioeconomic circumstances are associated with leukocyte telomere length in healthy older men and women. Brain Behav Immun 2011; 25:1292-8. [PMID: 21536122 DOI: 10.1016/j.bbi.2011.04.010] [Citation(s) in RCA: 96] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2011] [Revised: 04/01/2011] [Accepted: 04/15/2011] [Indexed: 11/23/2022] Open
Abstract
Low socioeconomic status (SES) may be associated with accelerated biological aging, but findings relating SES with telomere length have been inconsistent. We tested the hypotheses that shorter telomere length and telomerase activity would be related more robustly to education, an early life indicator of socioeconomic position, than to current indicators of socioeconomic circumstances. Healthy men and women aged 53-76 years from the Whitehall II epidemiological cohort provided blood samples from which telomere length was assessed in 448 and telomerase activity in 416. Educational attainment was classified into four levels, while household income and grade of employment were measured as indicators of current socioeconomic circumstances. Age, gender, blood pressure, glycated hemoglobin, high density lipoprotein cholesterol, smoking, body mass index and physical activity were included as covariates. We found that lower educational attainment was associated with shorter telomere length after controlling statistically for biological and behavioral covariates. Neither household income nor employment grade was related to telomere length. The association between telomere length and education remained significant after adjusting for current socioeconomic circumstances. In men, highest levels of telomerase activity were found in the lowest education group. We conclude that low SES defined in terms of education but not current socioeconomic circumstances is associated with shortened telomeres. Low educational attainment may be an indicator of long-term SES trajectories, and be associated with accumulated allostatic load resulting in telomere shortening. Education may also promote problem-solving skills leading to reduced biological stress responsivity, with favorable consequences for biological aging.
Collapse
|
44
|
Schooling CM, Jiang CQ, Lam TH, Zhang WS, Cheng KK, Leung GM. Childhood meat eating and inflammatory markers: the Guangzhou Biobank Cohort Study. BMC Public Health 2011; 11:345. [PMID: 21595911 PMCID: PMC3121633 DOI: 10.1186/1471-2458-11-345] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2010] [Accepted: 05/19/2011] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND We hypothesized that socio-economic development could, via nutritionally driven levels of pubertal sex-steroids, promote a pro-inflammatory state among men but not women in developing countries. We tested this hypothesis, using recalled childhood meat eating as a proxy for childhood nutrition, in southern China. METHODS We used multivariable linear regression in the Guangzhou Biobank Cohort Study phase 3 (2006-8) to examine the adjusted associations of recalled childhood meat eating, <1/week (n = 5,023), about once per week (n = 3,592) and almost daily (n = 1,252), with white blood cell count and its differentials among older (≥ 50 years) men (n = 2,498) and women (n = 7,369). RESULTS Adjusted for age, childhood socio-economic position, education and smoking, childhood meat eating had sex-specific associations with white blood cell count and lymphocyte count, but not granulocyte count. Men with childhood meat eating almost daily compared to <1/week had higher white blood cell count (0.33 109/L, 95% confidence interval (CI) 0.10 to 0.56) and higher lymphocyte count (0.16 109/L, 95% CI 0.07 to 0.25). Adjustment for obesity slightly attenuated these associations. CONCLUSION If confirmed, this hypothesis implies that economic development and the associated improvements in nutrition at puberty may be less beneficial among men than women; consistent with the widening sex differentials in life expectancy with economic development.
Collapse
Affiliation(s)
- C M Schooling
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
| | | | | | | | | | | |
Collapse
|
45
|
Packard CJ, Bezlyak V, McLean JS, Batty GD, Ford I, Burns H, Cavanagh J, Deans KA, Henderson M, McGinty A, Millar K, Sattar N, Shiels PG, Velupillai YN, Tannahill C. Early life socioeconomic adversity is associated in adult life with chronic inflammation, carotid atherosclerosis, poorer lung function and decreased cognitive performance: a cross-sectional, population-based study. BMC Public Health 2011; 11:42. [PMID: 21241479 PMCID: PMC3032683 DOI: 10.1186/1471-2458-11-42] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2010] [Accepted: 01/17/2011] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Socioeconomic gradients in health persist despite public health campaigns and improvements in healthcare. The Psychosocial and Biological Determinants of Ill-health (pSoBid) study was designed to uncover novel biomarkers of chronic disease that may help explain pathways between socioeconomic adversity and poorer physical and mental health. METHODS We examined links between indicators of early life adversity, possible intermediary phenotypes, and markers of ill health in adult subjects (n = 666) recruited from affluent and deprived areas. Classical and novel risk factors for chronic disease (lung function and atherosclerosis) and for cognitive performance were assessed, and associations sought with early life variables including conditions in the parental home, family size and leg length. RESULTS Associations were observed between father's occupation, childhood home status (owner-occupier; overcrowding) and biomarkers of chronic inflammation and endothelial activation in adults (C reactive protein, interleukin 6, intercellular adhesion molecule; P < 0.0001) but not number of siblings and leg length. Lung function (forced expiratory volume in 1 second) and cognition (Choice Reaction Time, the Stroop test, Auditory Verbal Learning Test) were likewise related to early life conditions (P < 0.001). In multivariate models inclusion of inflammatory variables reduced the impact and independence of early life conditions on lung function and measures of cognitive ability. Including variables of adult socioeconomic status attenuated the early life associations with disease biomarkers. CONCLUSIONS Adverse levels of biomarkers of ill health in adults appear to be influenced by father's occupation and childhood home conditions. Chronic inflammation and endothelial activation may in part act as intermediary phenotypes in this complex relationship. Reducing the 'health divide' requires that these life course determinants are taken into account.
Collapse
Affiliation(s)
- Chris J Packard
- Glasgow Clinical Research Facility, Tennent Building, 38 Church Street, Western Infirmary, Glasgow G11 6NT, UK
| | - Vladimir Bezlyak
- Robertson Centre for Biostatistics, University of Glasgow, Level 11, Boyd Orr Building, University Avenue, Glasgow G12 8QQ, UK
| | - Jennifer S McLean
- Glasgow Centre for Population Health, 1st Floor, House 6, 94 Elmbank Street, Glasgow G2 4DL, UK
| | - G David Batty
- Medical Research Council Social and Public Health Sciences Unit, 4 Lilybank Gardens, Glasgow G12 8RZ; Centre for Cognitive Ageing & Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK; The George Institute for International Health, Sydney, Australia
| | - Ian Ford
- Robertson Centre for Biostatistics, University of Glasgow, Level 11, Boyd Orr Building, University Avenue, Glasgow G12 8QQ, UK
| | - Harry Burns
- Scottish Government, St. Andrew's House, Regent Road, Edinburgh EH1 3DG, UK
| | - Jonathan Cavanagh
- College of Medical, Veterinary and Life Sciences, University of Glasgow: Psychological Medicine, Gartnavel Royal Hospital, 1055 Great Western Road, Glasgow G12 0XH, UK
| | - Kevin A Deans
- NHS Greater Glasgow & Clyde, Glasgow Royal Infirmary, Department of Clinical Biochemistry, Macewen Building, 84 Castle Street, Glasgow G4 0SF; Department of Clinical Biochemistry, First Floor, Link Building, Aberdeen Royal Infirmary, Foresterhill, Aberdeen AB25 2ZD, UK
| | - Marion Henderson
- Medical Research Council Social and Public Health Sciences Unit, 4 Lilybank Gardens, Glasgow G12 8RZ, UK
| | - Agnes McGinty
- Glasgow Clinical Research Facility, Tennent Building, 38 Church Street, Western Infirmary, Glasgow G11 6NT, UK
| | - Keith Millar
- College of Medical, Veterinary and Life Sciences, University of Glasgow: Psychological Medicine, Gartnavel Royal Hospital, 1055 Great Western Road, Glasgow G12 0XH, UK
| | - Naveed Sattar
- University of Glasgow, Division of Cardiovascular and Medical Sciences, based at Vascular Biochemistry, 4th Floor, Queen Elizabeth Building, Glasgow Royal Infirmary, 10 Alexandra Parade, Glasgow G31 2E, UK
| | - Paul G Shiels
- University of Glasgow, Faculty of Medicine, University Department of Surgery, Level 2, Queen Elizabeth Building, Glasgow Royal Infirmary, 10 Alexandra Parade, Glasgow G31 2ER, UK
| | - Yoga N Velupillai
- Glasgow Centre for Population Health, 1st Floor, House 6, 94 Elmbank Street, Glasgow G2 4DL, UK
| | - Carol Tannahill
- Glasgow Centre for Population Health, 1st Floor, House 6, 94 Elmbank Street, Glasgow G2 4DL, UK
| |
Collapse
|
46
|
Socioeconomic disparities in self-reported arthritis for Indigenous and non-Indigenous Australians aged 18–64. Int J Public Health 2011; 56:295-304. [DOI: 10.1007/s00038-010-0228-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2010] [Revised: 11/28/2010] [Accepted: 12/13/2010] [Indexed: 02/05/2023] Open
|
47
|
Goldman N, Turra CM, Rosero-Bixby L, Weir D, Crimmins E. Do biological measures mediate the relationship between education and health: A comparative study. Soc Sci Med 2011; 72:307-15. [PMID: 21159415 PMCID: PMC3039215 DOI: 10.1016/j.socscimed.2010.11.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2010] [Revised: 09/23/2010] [Accepted: 11/02/2010] [Indexed: 11/28/2022]
Abstract
Despite a myriad of studies examining the relationship between socioeconomic status and health outcomes, few have assessed the extent to which biological markers of chronic disease account for social disparities in health. Studies that have examined this issue have generally been based on surveys in wealthy countries that include a small set of clinical markers of cardiovascular disease. The availability of recent data from nationally representative surveys of older adults in Costa Rica and Taiwan that collected a rich set of biomarkers comparable to those in a recent US survey permits us to explore these associations across diverse populations. Similar regression models were estimated on three data sets - the Social Environment and Biomarkers of Aging Study in Taiwan, the Costa Rican Study on Longevity and Healthy Aging, and the Health and Retirement Study in the USA - in order to assess (1) the strength of the associations between educational attainment and a broad range of biomarkers; and (2) the extent to which these biomarkers account for the relationships between education and two measures of health status (self-rated health, functional limitations) in older populations. The estimates suggest non-systematic and weak associations between education and high risk biomarker values in Taiwan and Costa Rica, in contrast to generally negative and significant associations in the US, especially among women. The results also reveal negligible or modest contributions of the biomarkers to educational disparities in the health outcomes. The findings are generally consistent with previous research suggesting stronger associations between socioeconomic status and health in wealthy countries than in middle-income countries and may reflect higher levels of social stratification in the US. With access to an increasing number of longitudinal biosocial surveys, researchers may be better able to distinguish true variations in the relationship between socioeconomic status and health across different settings from methodological differences.
Collapse
Affiliation(s)
- Noreen Goldman
- Office of Population Research, Princeton University, 243 Wallace Hall, Princeton, NJ 08544, USA.
| | | | | | | | | |
Collapse
|
48
|
Hodge AM, Maple-Brown L, Cunningham J, Boyle J, Dunbar T, Weeramanthri T, Shaw J, O'Dea K. Abdominal obesity and other risk factors largely explain the high CRP in indigenous Australians relative to the general population, but not gender differences: a cross-sectional study. BMC Public Health 2010; 10:700. [PMID: 21078191 PMCID: PMC2998493 DOI: 10.1186/1471-2458-10-700] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2010] [Accepted: 11/15/2010] [Indexed: 12/28/2022] Open
Abstract
Background Previous studies reported high C-reactive protein (CRP) levels in Indigenous Australians, which may contribute to their high risk of cardiovascular disease. We compared CRP levels in Indigenous Australians and the general population, accounting for obesity and other risk factors. Methods Cross-sectional study of CRP and risk factors (weight, height, waist and hip circumferences, blood pressure, lipids, blood glucose, and smoking status) in population-based samples from the Diabetes and Related conditions in Urban Indigenous people in the Darwin region (DRUID) study, and the Australian Diabetes, Obesity and Lifestyle study (AusDiab) follow-up. Results CRP concentrations were higher in women than men and in DRUID than AusDiab. After multivariate adjustment, including waist circumference, the odds of high CRP (>3.0 mg/L) in DRUID relative to AusDiab were no longer statistically significant, but elevated CRP was still more likely in women than men. After adjusting for BMI (instead of waist circumference) the odds for elevated CRP in DRUID participants were still higher relative to AusDiab participants among women, but not men. Lower HDL cholesterol, impaired glucose tolerance (IGT), and higher diastolic blood pressure were associated with having a high CRP in both men and women, while current smoking was associated with high CRP in men but not women. Conclusions High concentrations of CRP in Indigenous participants were largely explained by other risk factors, in particular abdominal obesity. Irrespective of its independence as a risk factor, or its aetiological association with coronary heart disease (CHD), the high CRP levels in urban Indigenous women are likely to reflect increased vascular and metabolic risk. The significance of elevated CRP in Indigenous Australians should be investigated in future longitudinal studies.
Collapse
Affiliation(s)
- Allison M Hodge
- University of Melbourne, Department of Medicine, St Vincent's Hospital, Melbourne, Australia.
| | | | | | | | | | | | | | | |
Collapse
|
49
|
Loucks EB, Pilote L, Lynch JW, Richard H, Almeida ND, Benjamin EJ, Murabito JM. Life course socioeconomic position is associated with inflammatory markers: the Framingham Offspring Study. Soc Sci Med 2010; 71:187-95. [PMID: 20430502 DOI: 10.1016/j.socscimed.2010.03.012] [Citation(s) in RCA: 110] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2009] [Revised: 01/21/2010] [Accepted: 03/06/2010] [Indexed: 01/13/2023]
Abstract
Associations between life course socioeconomic position (SEP) and novel biological risk markers for coronary heart disease such as inflammatory markers are not well understood. Most studies demonstrate inverse associations of life course SEP with C-reactive protein (CRP), interleukin-6 (IL-6) and fibrinogen, however little is known about associations between life course SEP and other inflammatory markers including intercellular adhesion molecule-1 (ICAM-1), tumor necrosis factor II (TNFR2), lipoprotein phospholipase A2 (Lp-PLA2) activity, monocyte chemoattractant protein-1 (MCP-1) or P-selectin. The objectives of this analysis were to determine whether three life course SEP frameworks ("accumulation of risk", "social mobility" and "sensitive periods") are associated with the aforementioned inflammatory markers. We examined 1413 Framingham Offspring Study participants (mean age 61.2+/-8.6 years, 54% women), using multivariable regression analyses. In age- and sex-adjusted regression analyses, cumulative SEP ("accumulation of risk" SEP framework), for low vs. high SEP, was inversely associated with CRP, IL-6, ICAM-1, TNFR2, Lp-PLA2 activity, MCP-1 and fibrinogen. We found that there were few consistent trends between social mobility trajectories and most inflammatory markers. Own educational attainment was inversely associated with 7 of 8 studied inflammatory markers, while father's education, father's occupation and own occupation were inversely associated with 4, 5 and 4 inflammatory markers, respectively, in age- and sex-adjusted analyses. The strengths of association between SEP and inflammatory markers were typically substantially accounted for by CHD risk markers (smoking, body mass index, systolic blood pressure, total:HDL cholesterol ratio, fasting glucose, medications, depressive symptomatology) suggesting these may be important mechanisms that explain associations between SEP and the studied inflammatory markers.
Collapse
Affiliation(s)
- Eric B Loucks
- Department of Community Health, Epidemiology Section, Brown University, Rhode Island, United States.
| | | | | | | | | | | | | |
Collapse
|
50
|
Seeman T, Epel E, Gruenewald T, Karlamangla A, McEwen BS. Socio-economic differentials in peripheral biology: Cumulative allostatic load. Ann N Y Acad Sci 2010; 1186:223-39. [PMID: 20201875 DOI: 10.1111/j.1749-6632.2009.05341.x] [Citation(s) in RCA: 383] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Teresa Seeman
- Division of Geriatrics, David Geffen School of Medicine, University of California, Los Angeles, CA 90095-1687, USA.
| | | | | | | | | |
Collapse
|