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Xia T, Li J, Chen L. Association of Occupational and Leisure-Time Physical Activity With Allostatic Load. Am J Prev Med 2024; 67:328-338. [PMID: 38648906 DOI: 10.1016/j.amepre.2024.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 04/15/2024] [Accepted: 04/15/2024] [Indexed: 04/25/2024]
Abstract
INTRODUCTION Leisure-time physical activity decreases allostatic load, a measure of burden of chronic stress. However, the role of occupational physical activity is unknown. This study examined associations of occupational physical activity and leisure-time physical activity with allostatic load among workers in the U.S. METHODS This cross-sectional study included 6,944 U.S. workers aged 20-64 years from the National Health and Nutrition Examination Survey (2007-2018). Physical activity was assessed using the Global Physical Activity Questionnaire. Allostatic load was calculated using biomarkers of cardiovascular, metabolic, and immune systems. Associations of occupational physical activity and leisure-time physical activity with allostatic load were examined using negative binomial regressions. Analyses were conducted between August 2022 and March 2023. RESULTS Vigorous leisure-time physical activity inversely associated with allostatic load among all workers (count ratio=0.68, 95% CI=0.62, 0.76) and in each sex- and age-stratified group as well as in each race/ethnicity-stratified group. Vigorous occupational physical activity positively associated with allostatic load only among females aged 20-44 years (1.38, 95% CI=1.10, 1.73). Inverse associations of vigorous leisure-time physical activity with allostatic load were similar in young females with high or low vigorous occupational physical activity. CONCLUSIONS Increasing vigorous leisure-time physical activity associates with a lower allostatic load for all workers, whereas increasing vigorous occupational physical activity associates with a higher allostatic load only in young females. Promoting vigorous leisure-time physical activity reduces allostatic load among young females with either low or high vigorous occupational physical activity.
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Affiliation(s)
- Tong Xia
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California
| | - Jian Li
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California; Department of Environmental Health Sciences, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California; School of Nursing, University of California, Los Angeles, Los Angeles, California
| | - Liwei Chen
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California.
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Wijayabahu AT, McGee-Avila JK, Shiels MS, Harsono AAH, Arend RC, Clarke MA. Five-Year Relative Survival Rates of Women Diagnosed with Uterine Cancer by County-Level Socioeconomic Status Overall and across Histology and Race/Ethnicity. Cancers (Basel) 2024; 16:2747. [PMID: 39123474 PMCID: PMC11311553 DOI: 10.3390/cancers16152747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 07/24/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024] Open
Abstract
Understanding socioeconomic factors contributing to uterine cancer survival disparities is crucial, especially given the increasing incidence of uterine cancer, which disproportionately impacts racial/ethnic groups. We investigated the impact of county-level socioeconomic factors on five-year survival rates of uterine cancer overall and by histology across race/ethnicity. We included 333,013 women aged ≥ 30 years with microscopically confirmed uterine cancers (2000-2018) from the Surveillance, Epidemiology, and End Results 22 database followed through 2019. Age-standardized five-year relative survival rates were compared within race/ethnicity and histology, examining the differences across tertiles of county-level percent (%)
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Affiliation(s)
- Akemi T. Wijayabahu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (J.K.M.-A.); (M.S.S.); (M.A.C.)
| | - Jennifer K. McGee-Avila
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (J.K.M.-A.); (M.S.S.); (M.A.C.)
| | - Meredith S. Shiels
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (J.K.M.-A.); (M.S.S.); (M.A.C.)
| | - Alfonsus Adrian H. Harsono
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35233, USA; (A.A.H.H.); (R.C.A.)
| | - Rebecca C. Arend
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL 35233, USA; (A.A.H.H.); (R.C.A.)
| | - Megan A. Clarke
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (J.K.M.-A.); (M.S.S.); (M.A.C.)
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LeMasters K, D'Alessio AS, Touma F, Andrabi N, Brinkley-Rubinstein L, Gutierrez C. The physiological toll of arrests: An examination of arrest history on midlife allostatic load. Ann Epidemiol 2024; 96:1-12. [PMID: 38796042 PMCID: PMC11283360 DOI: 10.1016/j.annepidem.2024.05.007] [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: 02/23/2024] [Revised: 05/14/2024] [Accepted: 05/14/2024] [Indexed: 05/28/2024]
Abstract
PURPOSE To understand how allostatic load - cumulative physiologic burden of stress - varies by amount and timing of arrests stratified by race/ethnicity and by sex. METHODS Using The National Longitudinal Study of Adolescent to Adult Health, we calculated descriptive statistics and mean differences in bio-marker measured allostatic load by arrest history stratified by race/ethnicity and sex. RESULTS One-third of participants experienced at least one arrest, and most experienced arrests only as adults. Allostatic load scores were higher for those that had ever experienced an arrest compared to never (mean difference: 0.58 (0.33, 0.84)). Similar results held for men and women and across race/ethnicity, but Black non-Hispanic individuals had higher allostatic load at all levels compared to other individuals. CONCLUSIONS Experiencing both any arrest and multiple arrests were associated with higher allostatic load. The stress of arrests may contribute to physiological maladaptations and poor health. The public health and law enforcement fields must recognize the detrimental consequences of arrests on physiological stress and search for non-carceral solutions.
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Affiliation(s)
- Katherine LeMasters
- Division of General Internal Medicine, Department of Medicine, School of Medicine, University of Colorado Medical Campus, Aurora, CO, USA; Department of Epidemiology, School of Public Health, University of Colorado Medical Campus, Aurora, CO, USA.
| | - Alena Sorensen D'Alessio
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Fatima Touma
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nafeesa Andrabi
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Carmen Gutierrez
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Public Policy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Borho L, Bao R, Elishaev E, Dinkins KD, O'Brien EE, Berger J, Boisen M, Comerci J, Courtney-Brooks M, Edwards RP, Garrett AA, Kelley JL, Lesnock J, Mahdi HS, Olawaiye A, Rush S, Sukumvanich P, Taylor S, Arend RC, Norian L, Modugno F. Association of allostatic load with overall survival in epithelial ovarian cancer. Gynecol Oncol 2024; 186:204-210. [PMID: 38843663 PMCID: PMC11216875 DOI: 10.1016/j.ygyno.2024.05.031] [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: 04/12/2024] [Revised: 05/20/2024] [Accepted: 05/28/2024] [Indexed: 07/03/2024]
Abstract
OBJECTIVE Elevated allostatic load (AL), an integrated, cumulative marker of physiologic damage due to socioenvironmental stress, is associated with increased mortality in patients with breast, lung, and other cancers. The relationship between allostatic load and mortality in ovarian cancer patients remains unknown. We examined the relationship between allostatic load and overall survival in ovarian cancer patients. METHODS This cross-sectional study used data from 201 patients enrolled in a prospective observational ovarian cancer cohort study at a National Cancer Institute-designated Comprehensive Cancer Center from October 2012 through June 2022. All patients underwent debulking surgery and completed a full course of standard-of-care platinum-based chemotherapy. Follow-up was completed through January 2024. Allostatic load was calculated as a summary score by assigning one point to the worst sample quartile for each of ten biomarkers measured within 45 days before the ovarian cancer diagnosis. High allostatic load was defined as having an allostatic load in the top quartile of the summary score. A Cox proportional hazard model with robust variance tested the association between allostatic load and overall survival. RESULTS There were no associations between allostatic load and ovarian cancer clinical characteristics. After accounting for demographic, clinical, and treatment factors, high allostatic load was associated with a significant increase in mortality (hazard ratio 2.17 [95%CI, 1.13-4.15]; P = 0.02). CONCLUSION Higher allostatic load is associated with worse survival among ovarian cancer patients. Allostatic load could help identify patients at risk for poorer outcomes who may benefit from greater socioenvironmental support during treatment.
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Affiliation(s)
- Lauren Borho
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Riyue Bao
- Department of Hematology/Oncology, University of Pittsburgh School of Medicine and Hillman Cancer Center, Pittsburgh, PA, United States of America
| | - Esther Elishaev
- Department of Pathology, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Kaitlyn D Dinkins
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham School of Medicine and O'Neal Comprehensive Cancer Center, Birmingham, AL, United States of America
| | - Emily E O'Brien
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Jessica Berger
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Michelle Boisen
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - John Comerci
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Madeleine Courtney-Brooks
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Robert P Edwards
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Alison Aunkst Garrett
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Joseph L Kelley
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Jamie Lesnock
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Haider S Mahdi
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Alexander Olawaiye
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Shannon Rush
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Paniti Sukumvanich
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Sarah Taylor
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America
| | - Rebecca C Arend
- Department of Obstetrics and Gynecology, University of Alabama at Birmingham School of Medicine and O'Neal Comprehensive Cancer Center, Birmingham, AL, United States of America
| | - Lyse Norian
- Department of Nutrition Sciences, University of Alabama at Birmingham School of Health Professions, Nutrition Obesity Research Center, O'Neal Comprehensive Cancer Center, Birmingham, AL, United States of America
| | - Francesmary Modugno
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine and Magee-Womens Research Institute and Foundation, Pittsburgh, PA, United States of America; Department of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, United States of America; Women's Cancer Research Center, Magee-Womens Research Institute and Foundation and Hillman Cancer Center, Pittsburgh, PA, United States of America
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Cavalcante-Silva J, Fantuzzi G, Minshall R, Wu S, Oddo VM, Koh TJ. Racial/ethnic disparities in chronic wounds: Perspectives on linking upstream factors to health outcomes. Wound Repair Regen 2024. [PMID: 38943351 DOI: 10.1111/wrr.13200] [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: 12/20/2023] [Revised: 04/30/2024] [Accepted: 06/04/2024] [Indexed: 07/01/2024]
Abstract
This review explores the complex relationship between social determinants of health and the biology of chronic wounds associated with diabetes mellitus, with an emphasis on racial/ethnic disparities. Chronic wounds pose significant healthcare challenges, often leading to severe complications for millions of people in the United States, and disproportionally affect African American, Hispanic, and Native American individuals. Social determinants of health, including economic stability, access to healthcare, education, and environmental conditions, likely influence stress, weathering, and nutrition, collectively shaping vulnerability to chronic diseases, such as obesity and DM, and an elevated risk of chronic wounds and subsequent lower extremity amputations. Here, we review these issues and discuss the urgent need for further research focusing on understanding the mechanisms underlying racial/ethnic disparities in chronic wounds, particularly social deprivation, weathering, and nutrition, to inform interventions to address these disparities.
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Affiliation(s)
- Jacqueline Cavalcante-Silva
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, Illinois, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Giamila Fantuzzi
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Richard Minshall
- Department of Anesthesiology, University of Illinois at Chicago, Chicago, Illinois, USA
- Department of Pharmacology, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Stephanie Wu
- Department of Podiatric Medicine & Surgery, Center for Stem Cell and Regenerative Medicine, Rosalind Franklin University, Chicago, Illinois, USA
| | - Vanessa M Oddo
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Timothy J Koh
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, Illinois, USA
- Center for Wound Healing and Tissue Regeneration, University of Illinois at Chicago, Chicago, Illinois, USA
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Williams E, Harris LK, Zhang S, Cortés YI. Daily spiritual experiences and allostatic load trajectories: a longitudinal study of midlife African American women. Menopause 2024; 31:530-536. [PMID: 38595203 PMCID: PMC11126357 DOI: 10.1097/gme.0000000000002353] [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] [Indexed: 04/11/2024]
Abstract
OBJECTIVE This study aimed to evaluate the association between daily spiritual experiences and allostatic load (AL) trajectories in midlife African American women. METHODS A longitudinal analysis of public-use data from 727 African American women in the Study of Women's Health Across the Nation (SWAN) was performed. We included African American women who completed the Daily Spiritual Experiences Scale at SWAN visit 4 (2000-2001) and had AL data at three or more study visits over 7 years. AL was calculated at each visit using 10 biomarkers: systolic and diastolic blood pressure, body mass index, C-reactive protein, high-density lipoprotein cholesterol, total cholesterol, waist-to-hip ratio, fasting serum glucose, triglycerides, and dehydroepiandrosterone. Group-based trajectory modeling identified women with similar patterns of AL. We used multinomial logistic regression to estimate associations between daily spiritual experiences (some days or less, most days, daily, many times a day) and AL trajectories. FINDINGS Our sample had a mean ± SD age of 49.9 ± 2.66 years, 47% were early perimenopausal, and 17% earned <$19,999 annually. The mean ± SD AL score was 2.52 ± 1.68. Three AL trajectories were identified: low (35.1%), moderate (44.7%), and high (20.2%). In age-adjusted models, women who reported daily comfort in religion and spirituality were less likely to follow a high AL trajectory (odds ratio, 0.41; 95% CI, 0.18-0.93); the association was attenuated when controlling for depressive symptoms (odds ratio, 0.48; 95% CI, 0.19-1.21). CONCLUSIONS Findings from this study do not support an independent association between spirituality in African American women and AL trajectories in midlife. Studies with a larger sample and additional measures of spirituality are warranted in this population.
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Affiliation(s)
- Elizabeth Williams
- From the University of North Carolina at Chapel Hill School of Nursing, Chapel Hill, NC
| | - Latesha K Harris
- From the University of North Carolina at Chapel Hill School of Nursing, Chapel Hill, NC
| | - Shuo Zhang
- Duke University School of Medicine, Durham, NC
| | - Yamnia I Cortés
- Division of Community and Primary Health, Duke University School of Medicine, MRI Service Center, University of Iowa College of Nursing, Iowa City, IA
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Honkalampi K, Kraav SL, Kerr P, Juster RP, Virtanen M, Hintsa T, Partonen T, Lehto SM. Associations of allostatic load with sociodemographic factors, depressive symptoms, lifestyle, and health characteristics in a large general population-based sample. J Affect Disord 2024; 350:784-791. [PMID: 38266933 DOI: 10.1016/j.jad.2024.01.189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 01/14/2024] [Accepted: 01/18/2024] [Indexed: 01/26/2024]
Abstract
OBJECTIVE We examined the associations between allostatic load (AL) and sociodemographic factors, depressive symptoms, lifestyle and health characteristics in a population-based sample of 4993 adults in Finland. METHODS Thirteen biomarkers were used to construct AL. High AL was defined as scoring highly in ≥4 items. RESULTS AL scores of 4 and above were exceeded in the age group of 45-54 years in men and 65-74 years in women. Age was the strongest predictor for belonging to the high AL score group. In addition, elevated depressive symptoms (BDI-6 ≥ 4), male sex, not engaging in physical exercise, high alcohol use and a low level of education were associated with an increased likelihood of belonging to the high AL group. CONCLUSION The older the participants were, the greater their AL burden was. However, AL burden increased more steeply as a function of age in men. In addition to lifestyle interventions, effective prevention strategies for depression at the population level could have a major public health impact in reducing the accumulation of AL burden.
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Affiliation(s)
- Kirsi Honkalampi
- School of Educational Sciences and Psychology, University of Eastern Finland, Joensuu, Finland.
| | - Siiri-Liisi Kraav
- Department of Social Sciences, University of Eastern Finland, Kuopio, Finland
| | - Philippe Kerr
- Department of Psychiatry and Addictology, Université de Montréal, Montréal, Canada
| | - Robert-Paul Juster
- Department of Psychiatry and Addictology, Université de Montréal, Montréal, Canada
| | - Marianna Virtanen
- School of Educational Sciences and Psychology, University of Eastern Finland, Joensuu, Finland
| | - Taina Hintsa
- School of Educational Sciences and Psychology, University of Eastern Finland, Joensuu, Finland
| | - Timo Partonen
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Soili M Lehto
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway; R&D Department, Division of Mental Health Services, Akershus University Hospital, Lørenskog, Norway; Department of Psychiatry, University of Helsinki, Helsinki, Finland
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Wang F, Skiba MB, Follis S, Liu N, Bidulescu A, Mitra AK, Mouton CP, Qi L, Luo J. Allostatic load and risk of invasive breast cancer among postmenopausal women in the U.S. Prev Med 2024; 178:107817. [PMID: 38097139 DOI: 10.1016/j.ypmed.2023.107817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 12/17/2023]
Abstract
OBJECTIVE Allostatic load can reflect the body's response to chronic stress. However, little is known about the association between allostatic load and risk of breast cancer in postmenopausal women. This study used a large prospective cohort in the United States to examine the relationship between allostatic load and invasive breast cancer risk, and to evaluate the relationship by racial and ethnic identity and breast cancer subtypes. METHODS Among 161,808 postmenopausal participants in Women's Health Initiative, eligible were a subsample of 27,393 postmenopausal women aged 50-79 years old, who enrolled from 1993 to 1998, had serum test biomarkers, and were followed for breast cancer incidence through February 2022. Allostatic load at enrollment was computed based on eight biomarkers from lab serum tests and a questionnaire about participants' prescription drug use. The associations between allostatic scores and risk of breast cancer (overall and by subtypes) were assessed using Cox proportional hazards models. The race and ethnic differences were examined. RESULTS Over a median follow-up time of 17.24 years, 1722 invasive breast cancer cases were identified. High allostatic load was associated with an increased risk of breast cancer (HR = 1.36, 95%CI: 1.20, 1.54 for third tertile vs first tertile, Ptrend < 0.0001). Similar trends were found in White women and non-Hispanic women. Higher allostatic load was associated with hormone receptor-positive and HER2/Neu-negative breast cancer (HR = 1.54, 95%CI: 1.30, 1.80 for third tertile vs first tertile, Ptrend < 0.0001). CONCLUSION In this study, we found that higher allostatic load was significantly associated with an increased risk of breast cancer in postmenopausal women.
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Affiliation(s)
- Fengge Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, USA.
| | - Meghan B Skiba
- Advanced Nursing Practice and Science Division, College of Nursing, University of Arizona, Tucson, AZ, USA
| | - Shawna Follis
- Stanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Nianjun Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Aurelian Bidulescu
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Anirban K Mitra
- Indiana University School of Medicine-Bloomington, Bloomington, IN, USA
| | - Charles P Mouton
- Department of Family Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Lihong Qi
- Department of Public Health Sciences, School of Medicine, University of California, Davis, Davis, CA, USA
| | - Juhua Luo
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, USA
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Hoffman KW, Tran KT, Moore TM, Gataviņš MM, Visoki E, DiDomenico GE, Schultz LM, Almasy L, Hayes MR, Daskalakis NP, Barzilay R. Allostatic load in early adolescence: gene / environment contributions and relevance for mental health. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.27.23297674. [PMID: 37961462 PMCID: PMC10635214 DOI: 10.1101/2023.10.27.23297674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Background Allostatic load is the cumulative "wear and tear" on the body due to chronic adversity. We aimed to test poly-environmental (exposomic) and polygenic contributions to allostatic load and their combined contribution to early adolescent mental health. Methods We analyzed data on N = 5,035 diverse youth (mean age 12) from the Adolescent Brain Cognitive Development Study (ABCD). Using dimensionality reduction method, we calculated and overall allostatic load score (AL) using body mass index [BMI], waist circumference, blood pressure, blood glycemia, blood cholesterol, and salivary DHEA. Childhood exposomic risk was quantified using multi-level environmental exposures before age 11. Genetic risk was quantified using polygenic risk scores (PRS) for metabolic system susceptibility (type 2 diabetes [T2D]) and stress-related psychiatric disease (major depressive disorder [MDD]). We used linear mixed effects models to test main, additive, and interactive effects of exposomic and polygenic risk (independent variables) on AL (dependent variable). Mediation models tested the mediating role of AL on the pathway from exposomic and polygenic risk to youth mental health. Models adjusted for demographics and genetic principal components. Results We observed disparities in AL with non-Hispanic White youth having significantly lower AL compared to Hispanic and Non-Hispanic Black youth. In the diverse sample, childhood exposomic burden was associated with AL in adolescence (beta=0.25, 95%CI 0.22-0.29, P<.001). In European ancestry participants (n=2,928), polygenic risk of both T2D and depression was associated with AL (T2D-PRS beta=0.11, 95%CI 0.07-0.14, P<.001; MDD-PRS beta=0.05, 95%CI 0.02-0.09, P=.003). Both polygenic scores showed significant interaction with exposomic risk such that, with greater polygenic risk, the association between exposome and AL was stronger. AL partly mediated the pathway to youth mental health from exposomic risk and from MDD-PRS, and fully mediated the pathway from T2D-PRS. Conclusions AL can be quantified in youth using anthropometric and biological measures and is mapped to exposomic and polygenic risk. Main and interactive environmental and genetic effects support a diathesis-stress model. Findings suggest that both environmental and genetic risk be considered when modeling stress-related health conditions.
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Affiliation(s)
- Kevin W. Hoffman
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, US
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children’s Hospital of Philadelphia, Philadelphia, US
| | - Kate T. Tran
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
| | - Tyler M. Moore
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, US
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
| | - Mārtiņš M. Gataviņš
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
| | - Elina Visoki
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
| | - Grace E. DiDomenico
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
| | - Laura M. Schultz
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, US
| | - Laura Almasy
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, US
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, US
| | - Matthew R. Hayes
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, US
| | - Nikolaos P. Daskalakis
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ran Barzilay
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, US
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children’s Hospital of Philadelphia, Philadelphia, US
- Lifespan Brain Institute of Children’s Hospital of Philadelphia and Penn Medicine, Philadelphia, US
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Andrzejak SE, Lewis-Thames MW, Langston ME, Han Y, Khan S, Nettles DA, Fuzzell LN, Tingen MS, Moore JX. The Role of BMI in Allostatic Load and Risk of Cancer Death. Am J Prev Med 2023; 65:417-426. [PMID: 36889531 PMCID: PMC10440242 DOI: 10.1016/j.amepre.2023.03.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 03/02/2023] [Accepted: 03/02/2023] [Indexed: 03/08/2023]
Abstract
INTRODUCTION Obesity and proinflammatory conditions are associated with increased risks of cancer. The associations of baseline allostatic load with cancer mortality and whether this association is modified by body mass index (BMI) were examined. METHODS A retrospective analysis was performed in March-September 2022 using National Health and Nutrition Examination Survey years 1988 through 2010 linked with the National Death Index through December 31, 2019. Fine and Gray Cox proportional hazard models were stratified by BMI status to estimate subdistribution hazard ratios of cancer death between high and low allostatic load status (adjusted for age, sociodemographics, and health factors). RESULTS In fully adjusted models, high allostatic load was associated with a 23% increased risk of cancer death (adjusted subdistribution hazard ratio=1.23; 95% CI=1.06, 1.43) among all participants, a 3% increased risk of cancer death (adjusted subdistribution hazard ratio=1.03; 95% CI=0.78, 1.34) among underweight/healthy weight adults, a 31% increased risk of cancer death (adjusted subdistribution hazard ratio=1.31; 95% CI=1.02, 1.67) among overweight adults, and a 39% increased risk of death (adjusted subdistribution hazard ratio=1.39; 95% CI=1.04, 1.88) among obese adults, when compared to those with low allostatic load. CONCLUSIONS The risk of cancer death is highest among those with high allostatic load and obese BMI, but this effect was attenuated among those with high allostatic load and underweight/healthy or overweight BMI.
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Affiliation(s)
- Sydney E Andrzejak
- Cancer Prevention, Control & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, Georgia
| | - Marquita W Lewis-Thames
- Department of Medical Social Science, Center for Community Health, Feinberg School of Medicine, Northwestern University, Chicago, Ilinois
| | - Marvin E Langston
- Department of Epidemiology & Population Health, Stanford University, Stanford, California
| | - Yunan Han
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine in St. Louis, St. Louis, Missouri
| | - Saira Khan
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine in St. Louis, St. Louis, Missouri
| | - Darryl A Nettles
- Cancer Prevention, Control & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, Georgia
| | - Lindsay N Fuzzell
- Department of Health Outcomes & Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Martha S Tingen
- Cancer Prevention, Control & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, Georgia
| | - Justin X Moore
- Cancer Prevention, Control & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, Georgia; Institute of Preventive and Public Health, Medical College of Georgia, Augusta University, Augusta, Georgia.
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11
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Li C, Andrzejak SE, Jones SR, Williams BM, Moore JX. Investigating the association between educational attainment and allostatic load with risk of cancer mortality among African American women. BMC Womens Health 2023; 23:448. [PMID: 37620873 PMCID: PMC10463695 DOI: 10.1186/s12905-023-02529-3] [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: 03/01/2023] [Accepted: 07/05/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND African American (AA) women navigate the world with multiple intersecting marginalized identities. Accordingly, AA women have higher cumulative stress burden or allostatic load (AL) compared to other women. Studies suggest that AA women with a college degree or higher have lower AL than AA women with less than a high school diploma. We examined the joint effect of educational attainment and AL status with long-term risk of cancer mortality, and whether education moderated the association between AL and cancer mortality. METHODS We performed a retrospective analysis among 4,677 AA women within the National Health and Nutrition Examination Survey (NHANES) from 1988 to 2010 with follow-up data through December 31, 2019. We fit weighted Cox proportional hazards models to estimate adjusted hazard ratios (aHRs) of cancer death between educational attainment/AL (adjusted for age, income, and smoking status). RESULTS AA women with less than a high school diploma living with high AL had nearly a 3-fold increased risk (unadjusted HR: 2.98; 95%C CI: 1.24-7.15) of cancer death compared to AA college graduates living with low AL. However, after adjusting for age, this effect attenuated (age-adjusted HR: 1.11; 95% CI: 0.45-2.74). AA women with high AL had 2.3-fold increased risk of cancer death (fully adjusted HR: 2.26; 95% CI: 1.10-4.57) when compared to AA with low AL, specifically among women with high school diploma or equivalent and without history of cancer. CONCLUSIONS Our findings suggest that high allostatic load is associated with a higher risk of cancer mortality among AA women with lower educational attainment, while no such association was observed among AA women with higher educational attainment. Thus, educational attainment plays a modifying role in the relationship between allostatic load and the risk of cancer death for AA women. Higher education can bring several benefits, including improved access to medical care and enhanced medical literacy, which in turn may help mitigate the adverse impact of AL and the heightened risk of cancer mortality among AA women.
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Affiliation(s)
- Cynthia Li
- Georgia Cancer Center, Augusta University, 1410 Laney Walker Blvd, 30912, Augusta, GA, USA
| | | | - Samantha R Jones
- Department of Family and Community Medicine, Medical College of Georgia at Augusta University, Augusta, GA, USA
| | | | - Justin Xavier Moore
- Center for Health Equity Transformation, Department of Behavioral Science, University of Kentucky, Lexington, KY, USA.
- Community Impact Office, Markey Cancer Center, University of Kentucky, Lexington, KY, USA.
- Department of Internal Medicine, University of Kentucky, Lexington, KY, USA.
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12
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Moore JX, Andrzejak SE, Casanova T, Langston ME, Estvold S, Adsul P. Investigating the Joint Effect of Allostatic Load among Lesbian, Gay, and Bisexual Adults with Risk of Cancer Mortality. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6120. [PMID: 37372707 DOI: 10.3390/ijerph20126120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 05/31/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023]
Abstract
Sexual minorities (SM) have higher chronic physiologic stress as indicated by allostatic load (AL), which may be explained in part by consistent experiences of discriminatory practices. This is one of the first studies to examine the joint effects of SM status and AL on the association with long-term risk for cancer death. Retrospective analyses were conducted on 12,470 participants using National Health and Nutrition Examination Survey (NHANES) from years 2001 through 2010 linked with the National Death Index through December 31, 2019. Cox proportional hazards models estimated adjusted hazard ratios (aHRs) of cancer deaths between groups of SM (those reporting as gay, lesbian, bisexual, or having same-sex sexual partners) status and AL. SM adults living with high AL (n = 326) had a 2-fold increased risk of cancer death (aHR: 2.55, 95% CI: 1.40-4.65) when compared to straight/heterosexual adults living with low AL (n = 6674). Among those living with high AL, SM (n = 326) had a 2-fold increased risk of cancer death (aHR: 2.26, 95% CI: 1.33-3.84) when compared to straight/heterosexual adults with high AL (n = 4957). SM with high AL have an increased risk of cancer mortality. These findings highlight important implications for promoting a focused agenda on cancer prevention with strategies that reduce chronic stress for SM adults.
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Affiliation(s)
- Justin Xavier Moore
- Cancer Prevention, Control & Population Health Program, Department of Medicine, Augusta University, Augusta, GA 30912, USA
- Institute of Preventive and Public Health, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Sydney Elizabeth Andrzejak
- Cancer Prevention, Control & Population Health Program, Department of Medicine, Augusta University, Augusta, GA 30912, USA
| | - Tracy Casanova
- Department of Psychiatry and Health Behavior, Georgia Cancer Center, Augusta University, Augusta, GA 30912, USA
| | - Marvin E Langston
- Department of Epidemiology and Population Health, Stanford University, Stanford, CA 49305, USA
| | - Søren Estvold
- Department of Family Medicine, Augusta University, Augusta, GA 20912, USA
| | - Prajakta Adsul
- Division of Epidemiology, Biostatistics and Preventive Medicine, University of New Mexico, Albuquerque, NM 87131, USA
- Cancer Control and Population Sciences Research Program, Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM 87131, USA
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13
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Obeng-Gyasi S, Elsaid MI, Lu Y, Chen JC, Carson WE, Ballinger TJ, Andersen BL. Association of Allostatic Load With All-Cause Mortality in Patients With Breast Cancer. JAMA Netw Open 2023; 6:e2313989. [PMID: 37200034 PMCID: PMC10196875 DOI: 10.1001/jamanetworkopen.2023.13989] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Accepted: 04/04/2023] [Indexed: 05/19/2023] Open
Abstract
Importance Elevated allostatic load (AL) has been associated with adverse socioenvironmental stressors and tumor characteristics that convey poor prognosis in patients with breast cancer. Currently, the association between AL and all-cause mortality in patients with breast cancer is unknown. Objective To examine the association between AL and all-cause mortality in patients with breast cancer. Design, Setting, and Participants This cohort study used data from an institutional electronic medical record and cancer registry at the National Cancer Institute Comprehensive Cancer Center. Participants were patients with breast cancer diagnoses (stage I-III) between January 1, 2012, through December 31, 2020. Data were analyzed from April 2022 through November 2022. Exposure AL was expressed as a summary score calculated by assigning 1 point for biomarkers in the worst sample quartile. High AL was defined as AL greater than the median. Main Outcomes and Measures The main outcome was all-cause mortality. A Cox proportional hazard models with robust variance tested the association between AL and all-cause mortality. Results There were 4459 patients (median [IQR] age, 59 [49-67] years) with an ethnoracial distribution of 3 Hispanic Black patients (0.1%), 381 non-Hispanic Black patients (8.5%), 23 Hispanic White patients (0.5%), 3861 non-Hispanic White patients (86.6%), 27 Hispanic patients with other race (0.6%), and 164 non-Hispanic patients with other race (3.7%). The mean (SD) AL was 2.6 (1.7). Black patients (adjusted relative ratio [aRR], those with 1.11; 95% CI, 1.04-1.18), single marital status (aRR, 1.06; 95% CI, 1.00-1.12), and those with government-supplied insured (Medicaid aRR, 1.14; 95% CI, 1.07-1.21; Medicare aRR, 1.11; 95% CI, 1.03-1.19) had a higher adjusted mean AL than those who were White, married/living as married, or privately insured, respectively. Adjusting for sociodemographic, clinical, and treatment factors, high AL was associated with a 46% increase in mortality risk (hazard ratio [HR], 1.46; 95% CI, 1.11-1.93) over low AL. Similarly, compared with patients in the first AL quartile, those in the third quartile (HR, 1.53; 95% CI, 1.07-2.18) and the fourth quartile (HR, 1.79; 95% CI, 1.16-2.75) had significantly increased risks of mortality. There was a significant dose-dependent association between increased AL and a higher risk of all-cause mortality. Furthermore, AL remained significantly associated with higher all-cause mortality after adjusting for the Charlson Comorbidity Index. Conclusions and Relevance These findings suggest increased AL is reflective of socioeconomic marginalization and associated with all-cause mortality in patients with breast cancer.
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Affiliation(s)
- Samilia Obeng-Gyasi
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus
| | - Mohamed I. Elsaid
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus
- Secondary Data Core, Center for Biostatistics, College of Medicine, The Ohio State University, Columbus
| | - Yurong Lu
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus
| | - JC Chen
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus
| | - William E. Carson
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus
| | - Tarah J. Ballinger
- Department of Medicine, Indiana University School of Medicine, Indianapolis
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14
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Wang C, Malaktaris A, McLean CL, Kelsven S, Chu GM, Ross KS, Endsley M, Minassian A, Liu L, Hong S, Lang AJ. Mitigating the health effects of systemic racism: Evaluation of the Race-Based Stress and Trauma Empowerment intervention. Contemp Clin Trials 2023; 127:107118. [PMID: 36796623 PMCID: PMC10389054 DOI: 10.1016/j.cct.2023.107118] [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: 10/27/2022] [Revised: 02/07/2023] [Accepted: 02/10/2023] [Indexed: 02/16/2023]
Abstract
BACKGROUND Disparities in physical and mental health among Black, Indigenous, and People of Color (BIPOC) are well-documented and mirrored in the Veteran population. Chronic stress due to racism and discrimination is one possible mechanism driving these negative health outcomes. The Race-Based Stress and Trauma Empowerment (RBSTE) group is a novel, manualized, health promotion intervention designed to address the direct and indirect impacts of racism among Veterans of Color. This paper describes the protocol of the first pilot randomized controlled trial (RCT) of RBSTE. This study will examine the feasibility, acceptability, and appropriateness of RBSTE compared to an active control (an adaptation of Present-Centered Therapy; PCT) in a Veterans Affairs (VA) healthcare setting. A secondary aim is to identify and optimize strategies for holistic evaluation. METHODS Veterans of Color (N = 48) endorsing perceived discrimination and stress will be randomized to RBSTE or PCT; both groups will be delivered in 8 weekly, 90-min virtual group sessions. Outcomes will include measures of psychological distress, discrimination and ethnoracial identity, holistic wellness, and allostatic load. Measures will be administered at baseline and post-intervention. CONCLUSION This study will inform future interventions targeting identity-based stressors and represents an important step in advancing equity for BIPOC in medicine and research. CLINICAL TRIAL REGISTRATION NUMBER NCT05422638.
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Affiliation(s)
- Clarice Wang
- VA San Diego Healthcare System, 3350 La Jolla Village Dr., San Diego, CA 92161, USA.
| | - Anne Malaktaris
- VA San Diego Healthcare System, 3350 La Jolla Village Dr., San Diego, CA 92161, USA; University of California San Diego, Department of Psychiatry, 9500 Gilman Dr., La Jolla, CA 92093, USA; VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr., San Diego, CA 92161, USA.
| | - Caitlin L McLean
- VA San Diego Healthcare System, 3350 La Jolla Village Dr., San Diego, CA 92161, USA; University of California San Diego, Department of Psychiatry, 9500 Gilman Dr., La Jolla, CA 92093, USA.
| | - Skylar Kelsven
- University of California San Diego, Department of Psychiatry, 9500 Gilman Dr., La Jolla, CA 92093, USA; VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr., San Diego, CA 92161, USA.
| | - Gage M Chu
- VA San Diego Healthcare System, 3350 La Jolla Village Dr., San Diego, CA 92161, USA.
| | - Keisha S Ross
- VA St. Louis Health Care System, 915 N. Grand Blvd, St. Louis, MO 63106, USA.
| | - Maurice Endsley
- VA Northern California Health Care System, 10535 Hospital Way, Mather, CA 95655, USA.
| | - Arpi Minassian
- University of California San Diego, Department of Psychiatry, 9500 Gilman Dr., La Jolla, CA 92093, USA; VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr., San Diego, CA 92161, USA.
| | - Lin Liu
- VA San Diego Healthcare System, 3350 La Jolla Village Dr., San Diego, CA 92161, USA; Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA.
| | - Suzi Hong
- University of California San Diego, Department of Psychiatry, 9500 Gilman Dr., La Jolla, CA 92093, USA; VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr., San Diego, CA 92161, USA; Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA.
| | - Ariel J Lang
- University of California San Diego, Department of Psychiatry, 9500 Gilman Dr., La Jolla, CA 92093, USA; VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr., San Diego, CA 92161, USA; Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, USA.
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15
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Li J, Yu Y, Yuan J, Liu D, Fang J, Wu P, Zhou Y, Wang Y, Sun Y. Association between early life adversity and allostatic load in girls with precocious puberty. Psychoneuroendocrinology 2023; 152:106101. [PMID: 37004468 DOI: 10.1016/j.psyneuen.2023.106101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 03/25/2023] [Accepted: 03/28/2023] [Indexed: 04/04/2023]
Abstract
CONTEXT The mechanisms underlying the elevated long-term health risk in girls with precocious puberty remain unclear, but might result from physiological wear and tear associated with greater exposure to early life adversity. OBJECTIVE This study aims to explore early life adversity in girls with precocious puberty and its association with allostatic load. METHODS Early life adversity and hair cortisol concentration were measured among 213 girls with precocious puberty (8.21 ± 1.07). Allostatic load score is constructed by using 13 physiological biomarkers representing four systems and hair cortisol concentration. Multivariate linear regression models have estimated the associations between cumulative early life adversity exposure with total and system-specific allostatic load scores. Associations between cumulative early life adversity and the risk of high allostatic load (3 + high-risk biomarkers) were tested using binary logistics regression. RESULTS More than two-thirds (67.6%) of girls with central precocious puberty reported two or more early life adversity exposure. Compared to those with no early life adversity exposure, girls who reported early life adversity score ≥ 2 had significantly higher total allostatic load score (β: 1.20-1.64, P < 0.001). Metabolic system was more sensitive to cumulative early life adversity exposure, each form of early life adversity exposure was associated with 0.48-unit increases in metabolic allostatic load score (95%CI: 0.06, 0.90, P = 0.026). Girls reported early life adversity score ≥ 3 were three times more likely to have a high allostatic load compared with those without early life adversity exposure in both unadjusted and adjusted models (ORadjusted=3.83, 95%CI: 1.17, 12.55, P = 0.001). CONCLUSION Multisystem physiological dysregulation is observed in girls with central precocious puberty, which might result from cumulative wear-and-tear associated with early life adversity.
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Affiliation(s)
- Jing Li
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui Province, China
| | - Yue Yu
- Department of Pediatrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, China
| | - Jingyi Yuan
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui Province, China
| | - Deyun Liu
- Department of Pediatrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, China
| | - Jiao Fang
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui Province, China
| | - Peipei Wu
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui Province, China
| | - Yi Zhou
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui Province, China
| | - Ya Wang
- Department of Child Health Care, Anhui Provincial Children's Hospital, Hefei, Anhui Province, China.
| | - Ying Sun
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui Province, China; Anhui Provincial Key Laboratory of Population Health&Aristogenics, Hefei, Anhui Province, China; Stomatologic Hospital & College, Key Laboratory of Oral Diseases Research of Anhui Province, Anhui Medical University, Hefei, China.
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16
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Li C, Andrzejak SE, Jones SR, Williams BM, Moore JX. Investigating the Association between Educational Attainment and Allostatic Load with Risk of Cancer Mortality among African American Women. RESEARCH SQUARE 2023:rs.3.rs-2644466. [PMID: 37034626 PMCID: PMC10081371 DOI: 10.21203/rs.3.rs-2644466/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Background African American (AA) women navigate the world with multiple intersecting marginalized identities. Accordingly, AA women have higher cumulative stress burden or allostatic load (AL) compared to other women. AL correlates with poorer health outcomes and increased risk of cancer death. However, research indicates AA women with a college degree or higher have lower AL than AA women with less than a high school diploma. We examined whether educational attainment differences and AL status in AA women are associated with long-term risk of cancer mortality. Methods We performed a retrospective analysis among 4,677 AA women respondents using National Health and Nutrition Examination Survey (NHANES) data from 1988 through 2010 with follow up data through December 31, 2019. We fit Cox proportional hazards models to estimate adjusted hazard ratios (aHRs) of cancer death between educational attainment/AL (adjusted for age, sociodemographic, and health factors). Results AA women with less than a high school diploma living with high AL had nearly a 3-fold increased risk (unadjusted HR: 2.98; 95%C CI: 1.24â€"7.15) of cancer death compared to AA college graduates living with low AL. However, after adjusting for age, the increased risk of cancer death in those with less than a high school diploma and high AL attenuated (age-adjusted HR: 1.11; 95% CI: .45-2.74). Conclusions Differences in educational attainment and AL in AA women were not associated with increased risk of cancer mortality when adjusted for age. Previous studies have shown that increased allostatic load is associated with increased risk of cancer death. However, for African American women, higher educational attainment does not modify the risk of cancer mortality. The benefits that may come along with higher education such as increased access to medical care and better medical literacy do not change the risk of cancer mortality in AA women.
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17
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Mazul AL, Chidambaram S, Zevallos JP, Massa ST. Disparities in head and neck cancer incidence and trends by race/ethnicity and sex. Head Neck 2023; 45:75-84. [PMID: 36200577 PMCID: PMC9742317 DOI: 10.1002/hed.27209] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 09/14/2022] [Accepted: 09/20/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The epidemiology of head and neck cancer (HNC) sites differ substantially. This study compares HNC incidence trends by site and demographic subgroups. METHODS We used the U.S. Cancer Statistics Public Use Database to calculate HNC incidence rates per 100 000. We assessed trends with annual percent change (APC) longitudinally from 2001 to 2017. RESULTS The oropharyngeal cancer incidence APC decreased from 4.38% (95% CI: 3.6, 5.1) to 2.93% (2.5, 3.3) in 2008 among White males. Oral cavity cancer incidence rose in Other race males (APC 2.5% [1.6, 3.36]) and White females (APC: 0.96% [0.7, 1.2]). Although decreasing (APC: -1.15% [-1.48, -0.83]), laryngeal cancer incidence remained disproportionately high among Black males. CONCLUSIONS Notable incidence trends occurred in non-White groups at non-oropharyngeal sites. With parity of smoking rates by race, differing sexual behaviors, and shifting demographics by race and sex, future studies of HNC trends should consider stratifying analyses to understand health disparities.
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Affiliation(s)
- Angela L Mazul
- Department of Otolaryngology-Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Smrithi Chidambaram
- Department of Otolaryngology-Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Otolaryngology-Head and Neck Surgery, Saint Louis University School of Medicine, St. Louis, Missouri, USA
| | - Jose P Zevallos
- Department of Otolaryngology-Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Sean T Massa
- Department of Otolaryngology-Head and Neck Surgery, Saint Louis University School of Medicine, St. Louis, Missouri, USA
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18
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Barrett M, Wilcox NS, Huang A, Levy R, Demissei B, Narayan V, Ky B. Bearing allostatic load: insights into a more equitable future within cardio-oncology. Trends Mol Med 2022; 28:1040-1049. [PMID: 36207229 DOI: 10.1016/j.molmed.2022.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 08/23/2022] [Accepted: 09/08/2022] [Indexed: 11/09/2022]
Abstract
Chronic stress is often regarded as a significant cause of morbidity and mortality; however, the mechanistic link between stress and various disease states has not yet been fully characterized. We explore the concept of allostatic load, a measurement of the physiological burden of chronic stress, as well as its potential role in disease pathogenesis as it relates to cardiovascular disease, cancer, and health-related disparities. Building from this framework, we then posit the potential implications of allostatic load on patient care and research in cardio-oncology. We identify allostatic load as a potential clinically actionable tool to improve health equity in cardio-oncology.
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Affiliation(s)
- Matthew Barrett
- Division of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Nicholas S Wilcox
- Division of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Anran Huang
- Division of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Richard Levy
- Division of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Biniyam Demissei
- Division of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Vivek Narayan
- Division of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bonnie Ky
- Division of Cardiology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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19
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Walsemann KM, Pearson J, Abbruzzi E. Education in the Jim Crow South and Black-White inequities in allostatic load among older adults. SSM Popul Health 2022; 19:101224. [PMID: 36124258 PMCID: PMC9482141 DOI: 10.1016/j.ssmph.2022.101224] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/06/2022] [Accepted: 08/30/2022] [Indexed: 12/01/2022] Open
Abstract
In the U.S., Black adults consistently have higher allostatic load – an indicator of physiological dysregulation – than White adults. Education is considered a likely mechanism given racial differences in attainment, but evidence is mixed. This may be due, in part, to data limitations that have made it difficult for scholars to account for the structurally rooted systemic racism that shaped the U.S. education system and led to large racial inequities in school term length and school attendance among older adults who grew up in the Jim Crow South. Our study addresses this limitation by linking historical data on Black and White segregated school systems in the U.S. South from 1919 to 1954 to the Health and Retirement Study (HRS) to determine if a new measure of educational attainment that accounts for structural racism that led to differences in the number of school days attended by Black and White students across years and states better explains Black-White inequities in allostatic load among older adults who attended school during Jim Crow. We restrict our sample to HRS respondents racialized as White or Black, who resided in the South when they were school-aged, completed primary/secondary school between 1919 and 1954, and provided a measure of allostatic load (n = 1932). We find that our new measure of schooling – duration in school – reduced the Black-White inequity in allostatic load more so than self-reported years of schooling whether we measured allostatic load continuously (34% vs 16%) or categorically (45% vs 20%). Our findings highlight the importance of identifying and using historically informed measures of schooling that account for structurally rooted systemic racism when trying to understand how education shapes the health of individuals racialized as Black in the United States. U.S. Black adults show greater physiological dysregulation than White adults. Mixed evidence as to whether education explains this inequity. May be due to unmeasured structurally rooted systematic racism in early schooling. Our education measure accounts for race inequity in term length and days attended. This measure explains Black-White inequity in allostatic load.
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Affiliation(s)
- Katrina M. Walsemann
- University of Maryland, School of Public Policy & Maryland Population Research Center, United States
- Corresponding author. School of Public Policy 2101 Van Munching Hall College Park, Maryland 20742-1821, United States.
| | - Jay Pearson
- Duke University, Sanford School of Public Policy, United States
| | - Emily Abbruzzi
- University of Maryland, School of Public Policy & Maryland Population Research Center, United States
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Yin Z, Yan H, Yu Y, Liu Y. Different associations between waist circumference and bone mineral density stratified by gender, age, and body mass index. BMC Musculoskelet Disord 2022; 23:786. [PMID: 35978347 PMCID: PMC9382731 DOI: 10.1186/s12891-022-05736-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 07/30/2022] [Indexed: 11/25/2022] Open
Abstract
Introduction Investigations of the relationship between waist circumference (WC) and bone mineral density (BMD) have inconsistent and incomprehensive results. We explored the association between WC and BMD at various sites in a large-scale population-based study. Methods We screened 5337 participants from National Health and Nutrition Examination Survey (NHANES) database. BMD was measured using dual-energy X-ray absorptiometry at various skeletal sites. The associations of WC with BMD were evaluated by weighted multivariable logistic regression models and conducted subgroup analyses for gender, age, and BMI. A weighted generalized additive model and a smooth curve fitting were performed to address non-linearity. Results Adjustments for all confounders, in males, WC was negatively correlated to BMD in different age and BMI groups (all the p < 0.05), except for in the lowest BMI group; in females, overall trends of relationships between WC and BMD were negative. However, statistical differences were insignificant in some cases. Additionally, every 1 cm increase in WC for individuals of all ages with normal BMI (18.5 ≤ BMI < 25) was associated with decrease in BMD at each skeletal site, as was the case for men with BMI ≥ 25 kg/m2. For women, the negative association of WC with BMD was evident at the lumbar spine in the youngest age group (8 ≤ Age ≤ 18) with normal BMI. Conclusions The nonlinear associations between WC and BMD at various skeletal sites are gender-, age- and BMI-specific in the NHANES (2006–2006). Supplementary Information The online version contains supplementary material available at 10.1186/s12891-022-05736-5.
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Affiliation(s)
- Zhiqiang Yin
- Department of Orthopedics, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Haihong Yan
- Department of Cardiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Yin Yu
- Administration Office, Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Yupeng Liu
- Department of Orthopedics, Affiliated Zhongshan Hospital of Dalian University, Dalian, China.
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Moore JX, Andrzejak SE, Bevel MS, Jones SR, Tingen MS. Exploring racial disparities on the association between allostatic load and cancer mortality: A retrospective cohort analysis of NHANES, 1988 through 2019. SSM Popul Health 2022; 19:101185. [PMID: 35990411 PMCID: PMC9382324 DOI: 10.1016/j.ssmph.2022.101185] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/24/2022] [Accepted: 07/22/2022] [Indexed: 11/17/2022] Open
Abstract
Background Methods Results Conclusions Impact Allostatic load (AL) is a biologic measure for the ‘wear and tear’ of chronic stress. Studies suggests that racial minorities have higher allostatic load. There is limited knowledge on the association between allostatic and cancer, by race. We observed that AL may increase the risk of cancer death by 14%. Among those aged <40 years, high AL increased cancer death risk by more than 80%.
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Affiliation(s)
- Justin Xavier Moore
- Cancer Prevention, Control, & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, GA, USA
- Institute of Preventive and Public Health, Medical College of Georgia, Augusta University, Augusta, GA, USA
- Corresponding author. Cancer Prevention, Control & Population Health Program, Georgia Cancer Center, Department of Medicine, Institute of Public and Preventive Health, Medical College of Georgia at Augusta University, 1410 Laney Walker Blvd. CN-2135, Augusta, GA, 30912, USA.
| | - Sydney Elizabeth Andrzejak
- Cancer Prevention, Control, & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, GA, USA
| | - Malcolm S. Bevel
- Cancer Prevention, Control, & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, GA, USA
| | - Samantha R. Jones
- Cancer Prevention, Control, & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, GA, USA
| | - Martha S. Tingen
- Cancer Prevention, Control, & Population Health, Medical College of Georgia, Georgia Cancer Center, Augusta University, Augusta, GA, USA
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22
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Investigating Racial Differences in Allostatic Load by Educational Attainment among Non-Hispanic Black and White Men. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095486. [PMID: 35564878 PMCID: PMC9105841 DOI: 10.3390/ijerph19095486] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 04/16/2022] [Accepted: 04/25/2022] [Indexed: 01/27/2023]
Abstract
Education continues to be a key factor contributing to increased access to critical life-improving opportunities and has been found to be protective against Allostatic Load (AL). The purpose of this study was to assess AL among Non-Hispanic (NH) White and NH Black men with the same level of education. We used 1999–2016 National Health and Nutrition Examination Surveys (NHANES) data with an analytical sample of 6472 men (1842 NH Black and 4630 NH White), and nine biomarkers to measure AL, controlling for various demographic and health-related factors. NH Black men had a higher AL score than NH White men (39.1%, 842 vs. 37.7%, 1,975). Racial disparities in AL between NH Black and NH White men who have a college degree or above (PR: 1.49, CI: [1.24–1.80]) were observed. Models posited similar AL differences at every other level of education, although these were not statistically significant. The findings reveal that socioeconomic returns to education and the societal protective mechanisms associated with education vary greatly between White and Black men.
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Williams BM, Laurent C, Chawla R, Moore JX. Examining educational attainment and allostatic load in non-Hispanic Black women. BMC Womens Health 2022; 22:75. [PMID: 35300673 PMCID: PMC8928016 DOI: 10.1186/s12905-022-01641-0] [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: 07/01/2021] [Accepted: 02/22/2022] [Indexed: 11/30/2022] Open
Abstract
Background Research suggests that non-Hispanic Black (henceforth, Black) women and people with lower educational attainment have higher levels of allostatic load (AL). This study sought to determine the association between educational attainment and AL among a large sample of Black women.
Methods We analyzed data among 4177 Black women from the National Health and Nutrition Examination Survey years 1999–2018. AL score was defined as the total for abnormal measures of eight biomarkers. We further categorized participants with AL score greater than or equal to 4 as having high AL. We calculated mean estimates of total allostatic load scores using generalized linear models. We performed modified Poisson Regression models with robust variance estimation to estimate prevalence ratios (PRs) of high allostatic load and their associated 95% confidence intervals (CIs) by educational attainment.
Results Black women with a college degree or higher had the lowest prevalence of high allostatic load (31.8% vs. 42.7%, 36.3%, 36.6%), and age adjusted mean allostatic load scores (mean = 1.90 vs. mean = 2.34, mean = 1.99, mean = 2.05) when compared to Black women with less than a high school diploma, high school diploma or GED, and some college or associates degree respectively. Even after accounting for age, poverty-to-income ratio, smoking, congestive heart failure, and heart attack, Black college graduates had an 14.3% lower prevalence of high allostatic load (PR = 0.857, 95% CI 0.839–0.876) when compared to Black women with lower educational attainment. Conclusions Black women with a baccalaureate degree or higher educational attainment had lower allostatic load compared to Black women with less than a high school education. This finding further confirms higher education is a social determinant of health. Future research should explore differences in AL by more granular degree types. Supplementary Information The online version contains supplementary material available at 10.1186/s12905-022-01641-0.
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Affiliation(s)
- Brittany Marie Williams
- Department of Educational Leadership and Higher Education, St. Cloud State University, St. Cloud, MN, USA
| | - Christian Laurent
- Cancer Prevention, Control, and Population Health Program, Department of Medicine, Georgia Cancer Center, Augusta University, 1410 Laney Walker Blvd CN-2135, Augusta, GA, 30912, USA
| | - Rishab Chawla
- Cancer Prevention, Control, and Population Health Program, Department of Medicine, Georgia Cancer Center, Augusta University, 1410 Laney Walker Blvd CN-2135, Augusta, GA, 30912, USA
| | - Justin Xavier Moore
- Cancer Prevention, Control, and Population Health Program, Department of Medicine, Georgia Cancer Center, Augusta University, 1410 Laney Walker Blvd CN-2135, Augusta, GA, 30912, USA. .,Institute of Preventive and Public Health, Medical College of Georgia, Augusta University, Augusta, GA, USA.
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