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Ragsdale HB, Butler MS, Koning SM, Bas IN, McDade TW. Lower Socioeconomic Status Predicts Increased Proinflammatory Signaling in Late Pregnancy: Evidence From a Filipino Cohort. Am J Hum Biol 2024:e24161. [PMID: 39376133 DOI: 10.1002/ajhb.24161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 08/21/2024] [Accepted: 09/17/2024] [Indexed: 10/09/2024] Open
Abstract
OBJECTIVES Maternal socioeconomic status (SES) is an important predictor of adverse birth outcomes and postnatal health across global populations. Chronic inflammation is implicated in cardiometabolic disease risk in high-income contexts and is a potential pathway linking maternal adversity to offspring health trajectories. To clarify how socioeconomic inequality shapes pregnancy inflammation in middle-income settings, we investigated SES as a predictor of inflammatory cytokines in late gestation in a sample from the Cebu Longitudinal Health Nutrition Survey in Cebu, Philippines. METHODS We used multiple regression to evaluate maternal SES, reflected in household assets, as a predictor of general inflammation (C-reactive protein), inflammatory cytokines (interleukin-6, interleukin-10), and inflammatory balance (n = 407). Inflammatory markers were measured at 29.9 weeks gestation in dried blood spots, and a measure reflecting relative balance of IL6 and IL10 was calculated to capture pro- versus anti-inflammatory skewed immune profiles. RESULTS Greater household assets significantly predicted lower IL6 concentration (p < 0.001), with a trend toward lower IL6 relative to IL10 (p = 0.084). C-reactive protein and IL10 were not individually related to SES. CONCLUSIONS The inverse relationship between SES and pregnancy inflammation in Cebu is consistent with results from high-income settings. These findings further highlight the influence of socioeconomic conditions on immune regulation during pregnancy. Given the evidence that gestational inflammation impacts offspring fetal growth, our results suggest that social and economic effects on immune function may be an important pathway for the intergenerational transmission of health disparities.
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Affiliation(s)
- Haley B Ragsdale
- Department of Anthropology, University of Illinois Chicago, Chicago, Illinois, USA
| | - Margaret S Butler
- Center of Excellence in Maternal and Child Health, Division of Community Health Sciences, University of Illinois Chicago, Chicago, Illinois, USA
| | | | - Isabelita N Bas
- Office of Population Studies Foundation Inc., University of San Carlos, Cebu, Philippines
| | - Thomas W McDade
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
- Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
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Aronoff JE, Koning SM, Adair LS, Lee NR, Carba DB, Kuzawa CW, McDade TW. Intimate partner violence, depression, and chronic low-grade inflammation among middle-aged women in Cebu, Philippines. Am J Hum Biol 2024; 36:e24053. [PMID: 38353326 PMCID: PMC11144095 DOI: 10.1002/ajhb.24053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 02/04/2024] [Accepted: 02/05/2024] [Indexed: 06/02/2024] Open
Abstract
OBJECTIVES Recent discussions in human biology have highlighted how local ecological contexts shape the relationship between social stressors and health across populations. Chronic low-grade inflammation has been proposed as a pathway linking social stressors to health, with evidence concentrated in high-income Western contexts. However, it remains unclear whether this is an important pathway in populations where prevalence is lower due to lower adiposity and greater infectious exposures. To investigate this further, we tested associations between multiple types of intimate partner violence (IPV), a highly prevalent stressor and health crisis globally, and C-reactive protein (CRP), a commonly used measure of chronic low-grade inflammation, in Cebu, Philippines. For reference, we compared results for CRP to depression, a well-established and consistently observed health outcome of IPV. METHODS Data came from 1601 currently partnered women (ages 35-69 years) as part of the Cebu Longitudinal Health and Nutrition Survey. IPV exposures included physical, emotional, and controlling behavior. Depression scores were measured using a modified version of the Center for Epidemiologic Studies-Depression Scale for this population, whereas plasma CRP was measured from overnight-fasted morning blood samples. RESULTS All three types of IPV were associated with a higher depression score. However, none of the IPV measures were associated with CRP. In a post hoc interaction test, emotional IPV became positively associated with CRP as waist circumference increased above the mean. CONCLUSIONS Our results suggest a complex relationship between social stressors and chronic low-grade inflammation, which is likely dependent on the population-specific context of lifestyle and environmental factors.
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Affiliation(s)
- Jacob E Aronoff
- Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
| | | | - Linda S Adair
- Department of Nutrition, Gillings School of Global Public Health, Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Nanette R Lee
- USC-Office of Population Studies Foundation, University of San Carlos, Cebu City, Philippines
| | - Delia B Carba
- USC-Office of Population Studies Foundation, University of San Carlos, Cebu City, Philippines
| | - Christopher W Kuzawa
- Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Thomas W McDade
- Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
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Aronoff JE, McDade TW, Adair LS, Lee NR, Carba DB, MacIsaac JL, Dever K, Atashzay P, Kobor MS, Kuzawa CW. Socioeconomic status is negatively associated with immunosenescence but positively associated with inflammation among middle-aged women in Cebu, Philippines. Brain Behav Immun 2024; 115:101-108. [PMID: 37820972 PMCID: PMC10841485 DOI: 10.1016/j.bbi.2023.10.003] [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: 04/10/2023] [Revised: 09/30/2023] [Accepted: 10/07/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND Socioeconomic status (SES) gradients in health are well-documented, and while biological pathways are incompletely understood, chronic inflammation and accelerated immune aging (immunosenescence) among lower SES individuals have been implicated. However, previous findings have come from samples in higher income countries, and it is unclear how generalizable they are to lower- and middle-income countries (LMIC) with different infectious exposures and where adiposity-an important contributor to chronic inflammation-might show different SES patterning. To address this gap, we explored associations between SES and inflammation and immunosenescence in a sample of women in Cebu, Philippines. METHODS Data came from the mothers of the Cebu Longitudinal Health and Nutrition Survey birth cohort (mean age: 47.7, range: 35-69 years). SES was measured as a combination of annual household income, education level, and assets. Chronic inflammation was measured using C-reactive protein (CRP) in plasma samples from 1,834 women. Immunosenescence was measured by the abundance of exhausted CD8T (CD8 + CD28-CD45RA-) and naïve CD8T and CD4T cells, estimated from DNA methylation in whole blood in a random subsample of 1,028. Possible mediators included waist circumference and a collection of proxy measures of pathogen exposure. RESULTS SES was negatively associated with the measures of immunosenescence, with slight evidence for mediation by a proxy measure for pathogen exposure from the household's drinking water source. In contrast, SES was positively associated with CRP, which was explained by the positive association with waist circumference. CONCLUSIONS Similar to higher income populations, in Cebu there is an SES-gradient in pathogen exposures and immunosenescence. However, lifestyle changes occurring more rapidly among higher SES individuals is contributing to a positive association between SES and adiposity and inflammation. Our results suggest more studies are needed to clarify the relationship between SES and inflammation and immunosenescence across LMIC.
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Affiliation(s)
- Jacob E Aronoff
- Department of Anthropology, Northwestern University, Evanston, IL, USA; Institute for Policy Research, Northwestern University, Evanston, IL, USA.
| | - Thomas W McDade
- Department of Anthropology, Northwestern University, Evanston, IL, USA; Institute for Policy Research, Northwestern University, Evanston, IL, USA
| | - Linda S Adair
- Department of Nutrition, Gillings School of Global Public Health, Carolina Population Center, CB #8120, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nanette R Lee
- Office of Population Studies Foundation, University of San Carlos, Cebu City, Philippines
| | - Delia B Carba
- Office of Population Studies Foundation, University of San Carlos, Cebu City, Philippines
| | - Julia L MacIsaac
- Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Edwin S.H. Leong Centre for Healthy Aging, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Molecular Medicine and Therapeutics, Vancouver, British Columbia, Canada
| | - Kristy Dever
- Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Edwin S.H. Leong Centre for Healthy Aging, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Molecular Medicine and Therapeutics, Vancouver, British Columbia, Canada
| | - Parmida Atashzay
- Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Edwin S.H. Leong Centre for Healthy Aging, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Molecular Medicine and Therapeutics, Vancouver, British Columbia, Canada
| | - Michael S Kobor
- Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Edwin S.H. Leong Centre for Healthy Aging, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Molecular Medicine and Therapeutics, Vancouver, British Columbia, Canada
| | - Christopher W Kuzawa
- Department of Anthropology, Northwestern University, Evanston, IL, USA; Institute for Policy Research, Northwestern University, Evanston, IL, USA
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Varghese JS, Osmond C, Stein AD. Conditional wealth to estimate association of wealth mobility with health and human capital in low- and middle-income country cohorts. BMC Med Res Methodol 2022; 22:279. [PMID: 36303129 PMCID: PMC9607821 DOI: 10.1186/s12874-022-01757-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 10/14/2022] [Indexed: 11/12/2022] Open
Abstract
Temporally harmonized asset indices allow the study of changes in relative wealth (mean, variance, social mobility) over time and its association with adult health and human capital in cohort studies. Conditional measures are the unexplained residuals of an indicator regressed on its past values. Using such measures, previously used to study the relative importance of key life stages for anthropometric growth, we can identify specific life stages during which changes in relative wealth are important for adult health in longitudinal studies. We discuss the assumptions, strengths and limitations of this methodology as applied to relative wealth. We provide an illustrative example using a publicly-available longitudinal dataset and show how relative wealth changes at different life stages are differentially associated with body mass index in adulthood.
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Affiliation(s)
- Jithin Sam Varghese
- grid.189967.80000 0001 0941 6502Laney Graduate School, Nutrition and Health Sciences Program, Emory University, Atlanta, GA USA
| | - Clive Osmond
- grid.5491.90000 0004 1936 9297Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - Aryeh D. Stein
- grid.189967.80000 0001 0941 6502Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA #7007 USA
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Mayfour KW, Hruschka D. Assessing comparative asset-based measures of material wealth as predictors of physical growth and mortality. SSM Popul Health 2022; 17:101065. [PMID: 35345449 PMCID: PMC8956810 DOI: 10.1016/j.ssmph.2022.101065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/27/2022] [Accepted: 03/03/2022] [Indexed: 11/18/2022] Open
Abstract
Social scientists and policymakers have increasingly relied on asset-based indices of household wealth to assess social disparities and to identify economically vulnerable populations in low- and middle-income countries. In the last decade, researchers have proposed a number of asset-based measures that permit global comparisons of household wealth across populations in different countries and over time. Each of these measures relies on different assumptions and indicators, and little is known about the relative performance of these measures in assessing disparities. In this study, we assess four comparative, asset-based measures of wealth-the Absolute Wealth Estimate (AWE), the International Wealth Index (IWI), the Comparative Wealth Index (CWI), and the "Standard of Living" portion of the Multi-Dimensional Poverty Index (MPI), along with a variable measuring television ownership-and compare how well each predicts health related variables such as women's BMI, children's height-for-age Z scores, and infant mortality at the household and survey level. Analyzing data from over 300 Demographic and Health surveys in 84 countries (n = 2,304,928 households), we found that AWE, IWI, CWI, MPI are all highly correlated (r = 0.7 to 0.9). However, IWI which is based on a common set of universally weighted indicators, typically best accounts for variation in all three health measures. We discuss the implications of these findings for choosing and interpreting these measures of wealth for different purposes.
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Affiliation(s)
- Katherine Woolard Mayfour
- School of Human Evolution and Social Change, Arizona State University, Cady Mall, Tempe, AZ, 85281, USA
| | - Daniel Hruschka
- School of Human Evolution and Social Change, Arizona State University, Cady Mall, Tempe, AZ, 85281, USA
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Varghese JS, Hall RW, Adair LS, Patel SA, Martorell R, Belleza DE, Kroker-Lobos MF, Lee NR, Nyati LH, Ramirez-Zea M, Richter LM, Stein AD. Subjective social status is associated with happiness but not weight status or psychological distress: An analysis of three prospective birth cohorts from low- and middle-income countries. WELLBEING, SPACE AND SOCIETY 2022; 3:None. [PMID: 36518911 PMCID: PMC9732742 DOI: 10.1016/j.wss.2022.100115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 09/27/2022] [Accepted: 11/08/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Subjective social status (SSS, perception of social position relative to a frame of reference) has been associated with physical, mental and socio-emotional wellbeing. However, these associations may be susceptible to unmeasured confounding by life course objective socio-economic position (SEP; such as wealth, education and employment) and life satisfaction. PURPOSE To estimate the association of position on ladders of perceived community respect and perceived economic status with weight, distress and wellbeing, independent of objective SEP in cohorts from three low and middle-income countries. METHODS We used data from birth cohorts in Guatemala (n = 1258), Philippines (n = 1323) and South Africa (n = 1393). We estimated the association of perceived community respect and perceived economic status with body mass index (kg/m2), the World Health Organization's Self-Reported Questionnaire-20 (SRQ-20) for psychological distress, and Lyubomirsky's Subjective Happiness Scale. We estimated these associations using robust linear regression models adjusting for indicators of life course objective SEP, early life characteristics, adult covariates, and life satisfaction. RESULTS Participants in South Africa (age 27-28y) rated themselves higher on average for both the respect (7 vs 5 in Guatemala and 6 in Philippines) and economic (5 vs 3 in Guatemala and 4 in Philippines) ladder measures. Position on neither community respect nor economic ladders were associated with BMI or psychological distress. Higher position on community respect (Guatemala: 0.03, 95%CI: 0.01, 0.04; Philippines: 0.03, 95% CI: 0.02, 0.05; South Africa: 0.07, 95%CI: 0.04, 0.09) and economic (Guatemala: 0.02, 95%CI: 0, 0.04; Philippines: 0.04, 95%CI: 0.02, 0.07; South Africa: 0.07, 95%CI: 0.04, 0.10) ladders were associated with greater happiness. CONCLUSIONS Subjective social status showed small but consistent associations with happiness in birth cohorts independent of life-course SEP.
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Affiliation(s)
- Jithin Sam Varghese
- Nutrition and Health Sciences Program, Laney Graduate School, Emory University, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Rachel Waford Hall
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Linda S Adair
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Shivani A Patel
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Reynaldo Martorell
- Nutrition and Health Sciences Program, Laney Graduate School, Emory University, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Delia E. Belleza
- Department of Psychology, University of San Carlos, Cebu City, Philippines
| | - Maria F Kroker-Lobos
- INCAP Research Center for the Prevention of Chronic Diseases (CIIPEC), Institute of Nutrition of Central America and Panama (INCAP), Guatemala City, Guatemala
| | - Nanette R. Lee
- USC-Office of Population Studies Foundation, Inc, University of San Carlos, Cebu City, Philippines
| | - Lukhanyo H. Nyati
- SAMRC Developmental Pathways for Health Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Manuel Ramirez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases (CIIPEC), Institute of Nutrition of Central America and Panama (INCAP), Guatemala City, Guatemala
| | - Linda M Richter
- DSI-NRF Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa
| | - Aryeh D. Stein
- Nutrition and Health Sciences Program, Laney Graduate School, Emory University, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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