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Ploesser M, Silverman S, Diaz JDL, Zincke MT, Taylor MB. The link between traumatic stress and autoimmune rheumatic diseases: A systematic scoping review. Semin Arthritis Rheum 2024; 69:152558. [PMID: 39332061 DOI: 10.1016/j.semarthrit.2024.152558] [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: 06/24/2024] [Revised: 09/03/2024] [Accepted: 09/12/2024] [Indexed: 09/29/2024]
Abstract
BACKGROUND The impact of traumatic stress on autoimmune rheumatic diseases (ARDs) has been largely overlooked in existing research. This scoping review aimed to systematically examine the research literature relating to the relationship between traumatic stress and ARDs, by identifying study designs, methodologies, and gaps in the current research landscape. METHODS The following databases and search interfaces were searched on 15th December 2023: Embase (via Embase.com), Medline (via PubMed), and Web of Science. Additional references were identified via bibliographies of included studies. The following studies were included, with no publication date limit and language restricted to English: targeting the association between traumatic stress and ARDs, observational methodologies, including cohort, case-control, and cross-sectional studies, exclusively focusing on self-reported psychological trauma impacts, such as adverse childhood experiences (ACEs), Post-traumatic Stress Disorder (PTSD), or major life stressors. Two authors independently assessed the studies for inclusion criteria and extracted the data. RESULTS This scoping review revealed connections between traumatic stress and ARDs through an analysis of 21 included studies, highlighting the scarcity of research in this area. The studies, primarily from high-income countries and especially the USA, span from 2000 to 2023, indicating a growing interest in recent years and employing a range of methodologies. Traumas such as ACEs, PTSD, and major life events were frequently examined, showing a strong association with an increased risk and severity of ARDs, particularly rheumatoid arthritis (RA) and systemic lupus erythematosus (SLE). CONCLUSION This scoping review reveals a notable dearth in research on the impact of traumatic stress, such as ACEs, PTSD, and major life events, on ARDs, especially on rare diseases, yet underscores a significant association between trauma and ARD severity or incidence. It highlights the critical need for future investigations to broaden the scope of ARDs studied, extend research to less represented regions, and utilize diverse, standardized methodologies to deepen our understanding of the trauma-ARD association.
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Affiliation(s)
- Markus Ploesser
- Department of Psychiatry & Neuroscience, UC Riverside School of Medicine, 900 University Ave. Riverside, CA 92521, USA; University of British Columbia, Division of Forensic Psychiatry, Department of Psychiatry, Faculty of Medicine, Detwiller Pavilion. 2255 Wesbrook Mall. Vancouver, BC V6T 2A1, Canada.
| | - Stuart Silverman
- Cedars-Sinai Medical Center, Los Angeles and the OMC Clinical Research Center, Beverly Hills, CA, USA
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Afzal HB, Jahangir T, Mei Y, Madden A, Sarker A, Kim S. Can adverse childhood experiences predict chronic health conditions? Development of trauma-informed, explainable machine learning models. Front Public Health 2024; 11:1309490. [PMID: 38332940 PMCID: PMC10851779 DOI: 10.3389/fpubh.2023.1309490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 12/27/2023] [Indexed: 02/10/2024] Open
Abstract
Introduction Decades of research have established the association between adverse childhood experiences (ACEs) and adult onset of chronic diseases, influenced by health behaviors and social determinants of health (SDoH). Machine Learning (ML) is a powerful tool for computing these complex associations and accurately predicting chronic health conditions. Methods Using the 2021 Behavioral Risk Factor Surveillance Survey, we developed several ML models-random forest, logistic regression, support vector machine, Naïve Bayes, and K-Nearest Neighbor-over data from a sample of 52,268 respondents. We predicted 13 chronic health conditions based on ACE history, health behaviors, SDoH, and demographics. We further assessed each variable's importance in outcome prediction for model interpretability. We evaluated model performance via the Area Under the Curve (AUC) score. Results With the inclusion of data on ACEs, our models outperformed or demonstrated similar accuracies to existing models in the literature that used SDoH to predict health outcomes. The most accurate models predicted diabetes, pulmonary diseases, and heart attacks. The random forest model was the most effective for diabetes (AUC = 0.784) and heart attacks (AUC = 0.732), and the logistic regression model most accurately predicted pulmonary diseases (AUC = 0.753). The strongest predictors across models were age, ever monitored blood sugar or blood pressure, count of the monitoring behaviors for blood sugar or blood pressure, BMI, time of last cholesterol check, employment status, income, count of vaccines received, health insurance status, and total ACEs. A cumulative measure of ACEs was a stronger predictor than individual ACEs. Discussion Our models can provide an interpretable, trauma-informed framework to identify and intervene with at-risk individuals early to prevent chronic health conditions and address their inequalities in the U.S.
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Affiliation(s)
- Hanin B. Afzal
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Tasfia Jahangir
- Department of Behavioral, Social and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Yiyang Mei
- School of Law, Emory University, Atlanta, GA, United States
| | - Annabelle Madden
- Teachers College, Columbia University, New York, NY, United States
| | - Abeed Sarker
- Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA, United States
| | - Sangmi Kim
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, United States
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Falkenstein DK, Jarvis JN. Health inequities in the rheumatic diseases of childhood. Curr Opin Rheumatol 2022; 34:262-266. [PMID: 35797523 DOI: 10.1097/bor.0000000000000893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE OF REVIEW To describe differences in disease manifestations and outcomes in pediatric rheumatic diseases as they occur in non-European-descended populations in North America. RECENT FINDINGS Differences in disease prevalence, clinical phenotypes, disease course, and outcomes have been described across the spectrum of pediatric-onset rheumatic diseases. Although these differences are commonly explained by differences in genetic risk or access to tertiary healthcare facilities, our emerging understanding of the immunobiology of historical/ongoing trauma suggest a more complex explanation for these observed differences. SUMMARY Health inequities as observed in pediatric rheumatic diseases are likely to emerge from a complex interplay between social and biological factors. The important contribution of historical and repetitive trauma deserves further exploration.
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Affiliation(s)
| | - James N Jarvis
- Department of Pediatrics
- Genetics, Genomics, & Bioinformatics Program, University at Buffalo, Buffalo, New York, USA
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Yuan M, Qin F, Xu C, Fang Y. Heterogeneous adverse childhood experiences and cognitive function in an elderly Chinese population: a cohort study. BMJ Open 2022; 12:e060477. [PMID: 35688592 PMCID: PMC9189840 DOI: 10.1136/bmjopen-2021-060477] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE To identify the heterogeneity of adverse childhood experiences (ACEs) as well as their association with cognitive function in an elderly Chinese population. DESIGN A retrospective cohort study. PARTICIPANTS The data were from the latest wave of the China Health and Retirement Longitudinal Study and a total of 7222 participants aged ≥60 were included. PRIMARY AND SECONDARY OUTCOME MEASURES Latent class analysis was used to identify the classes characterised by 11 types of ACEs. Cognitive function was measured by the Mini-Mental State Examination (MMSE) and cognitive impairment was defined by education-specific threshold MMSE scores. Logistic models were constructed to examine the relationship between ACE classes and cognitive impairment. Several childhood and adulthood confounding factors were considered. RESULTS Three ACE latent classes were identified. Of them, 76.09% were in the 'Low ACEs' class, 15.43% were in the 'Household dysfunction' class and 8.49% were in the 'Child maltreatment' class. The people in the 'Low ACEs' class seemed to have better childhood family financial situations and higher education levels. The population in the 'Household dysfunction' class tended to live in rural areas and have a higher proportion of men, whereas people in the 'Child maltreatment' class showed a significantly higher proportion of women and higher levels of chronic diseases. 'Child maltreatment' was related to a higher risk of cognitive impairment (OR=1.37, 95% CI: 1.12 to 1.68), while the risk of 'Household dysfunction' was not significantly different from that of the 'Low ACEs' participants (OR=1.06, 95% CI: 0.90 to 1.26). CONCLUSIONS The findings supported differences in cognitive function in elderly Chinese people exposed to different types of ACEs.
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Affiliation(s)
- Manqiong Yuan
- School of Public Health, Xiamen University, Xiamen, China
- School of Public Health, Xiamen University, Xiamen, China
| | - Fengzhi Qin
- School of Public Health, Xiamen University, Xiamen, China
| | - Chuanhai Xu
- School of Public Health, Xiamen University, Xiamen, China
| | - Ya Fang
- School of Public Health, Xiamen University, Xiamen, China
- School of Public Health, Xiamen University, Xiamen, China
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Sonagra M, Jones J, McGill M, Gmuca S. Exploring the intersection of adverse childhood experiences, pediatric chronic pain, and rheumatic disease. Pediatr Rheumatol Online J 2022; 20:14. [PMID: 35164793 PMCID: PMC8842822 DOI: 10.1186/s12969-022-00674-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 01/30/2022] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND While the general relationship between ACEs and the development of chronic pain has become increasingly clear, how ACEs may shape a child's clinical presentation with regards to chronic pain has yet to be fully expounded. We aimed to determine the association between ACEs and clinical manifestations of pediatric chronic pain and explore the interaction of ACEs and pediatric rheumatic disease among youth with chronic pain on health-related outcomes. METHODS We conducted a cross-sectional cohort study of patients aged ≤18 years with chronic pain seen in a pediatric rheumatology amplified pain clinic between August 2018 and July 2020. We stratified subjects into three groups: no ACEs, one ACE, and ≥ 2 ACEs. We assessed clinical signs and symptoms associated with the presence of ACEs using Chi-square or Wilcoxon-rank test. The association between ACEs as well as other variables of interest with functional impairment was tested using simple and multivariable linear regression. RESULTS Of the 412 patients included, more than 75% of patients reported at least one ACE. Most frequent included history of mental illness in a first degree relative (56%) and parental divorce or separation (20%). Those with ≥2 ACEs had more somatic symptoms, worse functional disability, and a higher proportion of mental health conditions. There appeared to be a dose dependent interaction between ACEs and functional disability from co-morbid rheumatologic disease. In multivariable regression, higher verbal pain score, symptom severity score (SSS), and presence of autonomic changes were associated with estimated average increase in FDI score (β = 1.05, 1.95 and 4.76 respectively; all p < 0.01). CONCLUSION Children with chronic pain and/or rheumatologic diseases who are exposed to ACEs are at increased risk of greater symptomatology, functional disability, and somatization of symptoms. Our findings indicate an ongoing need for systemic evaluation of ACEs in children with chronic pain and/or rheumatic disease and incorporation of trauma-based care.
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Affiliation(s)
- Maitry Sonagra
- Division of Rheumatology, Department of Pediatrics, Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, Roberts Center for Pediatric Research, Philadelphia, PA, USA
- PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Heart Center, Center for Integrative Brain Research, Seattle Children's Hospital, Seattle, WA, USA
| | - Jeremy Jones
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of General Pediatrics, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Mackenzie McGill
- Division of Rheumatology, Department of Pediatrics, Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, Roberts Center for Pediatric Research, Philadelphia, PA, USA.
- PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Sabrina Gmuca
- Division of Rheumatology, Department of Pediatrics, Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, Roberts Center for Pediatric Research, Philadelphia, PA, USA
- PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Li J, Lin S, Yan X, Pei L, Wang Z. Adverse Childhood Experiences and Trajectories of ADL Disability among Middle-Aged and Older Adults in China: Findings from the CHARLS Cohort Study. J Nutr Health Aging 2022; 26:1034-1041. [PMID: 36519765 DOI: 10.1007/s12603-022-1863-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVES There is little evidence on the association between adverse childhood experiences (ACEs) and disability trajectories among middle-aged and older adults. This study aimed to investigate the association between ACEs and activities of daily living (ADL) trajectories over eight years of follow-up and the mediation role of different chronic diseases on this relationship. DESIGN Prospective cohort study, eight-year follow-up. SETTING China Health and Retirement Longitudinal Study(CHARLS). PARTICIPANTS A total of 10651 participants age 45 and over from CHARLS 2011 to 2018 were included in this study. MEASUREMENTS Five ACEs exposure groups were formed based on the cumulative ACE scores. A 6-item ADL score was used, including bathing, dressing, eating, getting in/out of bed, using the toilet, and controlling urination, to measure the ADL disability, and the group-based trajectory model (GBTM) was used to identify the ADL disability trajectories. Multinomial logistic regression was performed to investigate the association between ACEs and ADL disability trajectory memberships, and KHB-method was used to estimate the contribution of different chronic diseases on this relationship. RESULTS Of the 10651 participants, 9.64% showed a mild-increasing trajectory in terms of change in ADL score during follow-up, followed by the low-mild trajectory (32.00%) and low-low trajectory (58.36%). Compared with those without ACEs exposure, participants who had ≥4 ACEs were associated with an increased risk of being on low-mild trajectory (OR 1.32, 95%CI:1.11-1.57) and mild-increasing trajectory (OR 1.41, 95%CI: 1.06-1.89), respectively. Besides, mediation analysis revealed chronic diseases had a mediation effect in this association, with the largest effect from arthritis or rheumatism (over 60%), followed by digestive system disease (around 14%), respiratory disease (around 12%), and cardio-metabolic disease (around 5%). CONCLUSION This study suggested that exposure to ACEs was associated with a higher risk of being worse ADL disability trajectories. Moreover, chronic disease accounts for a meaningful proportion of this association. Further studies are needed to clarify how chronic diseases mediate the association between ACEs and ADL disability trajectories.
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Affiliation(s)
- J Li
- Lijun Pei, PhD, Institute of Population Research/China Center on Population Health and development, Peking University, No.5 Yiheyuan Road, Haidian District, Beijing 100871, China, ; Tel and fax: +86 010-62751974
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Eilam-Stock T, Links J, Khan NZ, Bacon TE, Zuniga G, Laing L, Sammarco C, Sherman K, Charvet L. Adverse childhood experiences predict reaction to multiple sclerosis diagnosis. Health Psychol Open 2021; 8:20551029211052830. [PMID: 34707881 PMCID: PMC8543585 DOI: 10.1177/20551029211052830] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objective At the time of multiple sclerosis (MS) diagnosis, identifying those at risk for poorer health-related quality of life and emotional well-being can be a critical consideration for treatment planning. This study aimed to test whether adverse childhood experiences predict MS patients’ health-related quality of life and emotional functioning at time of diagnosis and initial course of disease. Methods We recruited patients at the time of new MS diagnosis to complete self-report surveys at baseline and a one-year follow-up. Questionnaires included the Adverse Childhood Experiences (ACEs), as well as the MS Knowledge Questionnaire (MSKQ), the 36-Item Short Form Health Survey (SF-36), and Self-Management Screening (SeMaS). Results A total of n = 31 participants recently diagnosed with relapsing remitting MS (median EDSS = 1.0, age M = 33.84 ± 8.4 years) completed the study measures. The ACEs significantly predicted health-related quality of life (SF-36) at baseline (Adjusted R2 = 0.18, p = 0.011) and follow-up (Adjusted R2 = 0.12, p = 0.03), baseline scores on the SeMaS Depression scale (Adjusted R2 = 0.19, p = 0.008), as well as follow-up scores on the SeMaS Anxiety (Adjusted R2 = 0.19, p = 0.014) and SeMaS Depression (Adjusted R2 = 0.14, p = 0.036) scales. Importantly, increased ACEs scores were predictive of increased anxiety at the one-year follow-up assessment, compared to baseline. Conclusions Childhood adversity predicts health-related quality of life and emotional well-being at time of MS diagnosis and over the initial course of the disease. Measured using a brief screening inventory (ACEs), routine administration may be useful for identifying patients in need of increased supportive services.
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Affiliation(s)
| | - Jon Links
- NYU Grossman School of Medicine, New York, NY, USA
| | - Nabil Z Khan
- SUNY Downstate School of Medicine, New York, NY, USA
| | | | | | - Lisa Laing
- NYU Grossman School of Medicine, New York, NY, USA
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Baiden P, Panisch LS, Onyeaka HK, LaBrenz CA, Kim Y. Association of childhood physical and sexual abuse with arthritis in adulthood: Findings from a population-based study. Prev Med Rep 2021; 23:101463. [PMID: 34258175 PMCID: PMC8259400 DOI: 10.1016/j.pmedr.2021.101463] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 04/26/2021] [Accepted: 06/17/2021] [Indexed: 12/19/2022] Open
Abstract
The objective of this cross-sectional study was to investigate childhood physical and sexual abuse as factors associated with arthritis among adults from selected states in the United States. Data for this study came from the 2019 Behavioral Risk Factor Surveillance System survey. An analytic sample of 75,717 adults 18-75 years old (49.7% female) was analyzed using log-binomial regression. The outcome variable investigated in this study was arthritis, and the main explanatory variables were childhood physical and sexual abuse. Of the 75,717 respondents examined, 20,938 (representing 27.6%) had arthritis. A little over one in four respondents (25.5%) experienced childhood physical abuse and 5.6% experienced childhood sexual abuse by age 18. In the multivariable regression, respondents who experienced childhood physical abuse had 1.36 times the risk of having arthritis when compared to respondents who did not experience childhood physical abuse (ARR = 1.36, p < .001, 95% CI = 1.28-1.46). Respondents who experienced childhood sexual abuse had 1.60 times the risk of having arthritis when compared to respondents who did not experience childhood sexual abuse (ARR = 1.74, p < .001, 95% CI = 1.54-1.97). The findings of this study demonstrate that childhood physical and sexual abuse are associated with arthritis later in adulthood. The associations persisted even after adjusting for demographic, socioeconomic status, body mass index (BMI), current smoking status, and self-perceived physical health. The findings of this study add to the burgeoning number of studies demonstrating the adverse impact of childhood physical and sexual abuse on chronic health outcomes among adults.
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Affiliation(s)
- Philip Baiden
- The University of Texas at Arlington, School of Social Work, 211 S. Cooper St., Box 19129, Arlington, TX 76019, United States
| | - Lisa S. Panisch
- University of Rochester Medical Center, Department of Psychiatry, Center for the Study and Prevention of Suicide, 300 Crittenden Blvd., Rochester, NY 14642, United States
| | - Henry K. Onyeaka
- Harvard Medical School, Department of Psychiatry, Massachusetts General Hospital/McLean Hospital, Boston, MA 02115, United States
| | - Catherine A. LaBrenz
- The University of Texas at Arlington, School of Social Work, 211 S. Cooper St., Box 19129, Arlington, TX 76019, United States
| | - Yeonwoo Kim
- The University of Texas at Arlington, College of Nursing and Health Innovation, Department of Kinesiology, 500 W. Nedderman Dr., Arlington, TX 76019, United States
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Cozier YC, Barbhaiya M, Castro-Webb N, Conte C, Tedeschi S, Leatherwood C, Costenbader KH, Rosenberg L. Association of Child Abuse and Systemic Lupus Erythematosus in Black Women During Adulthood. Arthritis Care Res (Hoboken) 2021; 73:833-840. [PMID: 32170851 DOI: 10.1002/acr.24188] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 03/10/2020] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Exposure to psychosocial stressors may contribute to the onset of systemic lupus erythematosus (SLE) through dysregulation of the adaptive stress response. The present study was undertaken to assess the relationship of childhood physical and sexual abuse to risk of SLE among Black women. METHODS Using data from the Black Women's Health Study, we followed 36,152 women from 1995 through 2015 with biennial questionnaires. Women reported on exposure to abuse during childhood (up to age 11) in 2005. Self-reported cases of incident SLE were confirmed as meeting the American College of Rheumatology SLE classification criteria by medical record review. Cox proportional hazards regression models were used to estimate hazard ratios (HRs) and 95% confidence intervals (95% CIs) for SLE among women exposed to physical or sexual abuse during childhood, controlling for potential confounders. RESULTS We confirmed 101 cases of incident SLE and identified patients who had completed questions on child abuse during 670,822 person-years of follow-up. Both physical and sexual abuse during childhood were associated with statistically significant increases in SLE incidence. The HR for SLE associated with ≥2 episodes of severe sexual abuse compared to no abuse was 2.51 (95% CI 1.29-4.85) after adjustment for alcohol consumption, smoking, body mass index, oral contraceptive use, age at menarche, and parental education. The multivariable-adjusted HR for SLE with ≥5 episodes of severe physical abuse was 2.37 (95% CI 1.13-4.99). CONCLUSION Our results suggest that sexual and physical abuse during childhood increase SLE risk during adulthood among Black women. Research is necessary both to confirm this finding and to understand potential mediating mechanisms.
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Yuan M, Qin F, Zhou Z, Fang Y. Gender-specific effects of adverse childhood experiences on incidence of activities of daily life disability in middle-age and elderly Chinese population. CHILD ABUSE & NEGLECT 2021; 117:105079. [PMID: 33945896 DOI: 10.1016/j.chiabu.2021.105079] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 03/19/2021] [Accepted: 04/19/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Adverse Childhood Experiences (ACEs) may have long-lasting effects on late life health, probably through life-course mediators. However, whether such effects still exist when these mediators have been appropriately controlled is unclear. OBJECTIVES To estimate the controlled direct effect of ACEs on Activities of Daily Life (ADL) disability in middle-aged people and examine the gender-difference of this effect. PARTICIPANTS AND SETTING We used data from the China Health and Retirement Longitudinal Study, a nationally representative longitudinal survey of persons aged 45+ years. METHODS ACEs were measured by the Adverse Childhood Experiences International Questionnaire and number of ACEs was classified as 0, 1, 2 and 3+, while ADL disability was measured using the Katz Index. Gender-specific controlled direct effects of ACEs on the incidence of ADL disability were estimated by marginal structural model (MSM) with stabilized inverse-probability-of-treatment weights of mediators (unhealthy behaviors, chronic diseases and depression). RESULTS 4,544 males and 4,767 females were included. Gender differences existed in most categories of ACEs, and about 10 % participants had 3+ ACEs. Participants who had 3+ ACEs had 39 % and 59 % higher risk of ADL disability than those with 0 ACEs among males and females, respectively. After controlling for the mediators, the direct effect was slightly increased in males (risk ratio (RR) = 1.45, p < 0.001) but decreased in females (RR=1.28, p < 0.05). CONCLUSIONS Precautions targeted in reducing ACEs may be beneficial in preventing ADL disability, but gender-specific prevention should be considered.
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Affiliation(s)
- Manqiong Yuan
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - Fengzhi Qin
- Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - Zi Zhou
- School of Public Affairs, Xiamen University, Xiamen, China
| | - Ya Fang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China.
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Schwetlik SN, Baldock KL, Hill CL, Ferrar K. Chronic stress and arthritis: a scoping review. Arthritis Care Res (Hoboken) 2020; 74:982-996. [PMID: 33278062 DOI: 10.1002/acr.24528] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 09/02/2020] [Accepted: 12/01/2020] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Emerging research supports the role of chronic stress in chronic disease development. This scoping review aimed to map the field of research exploring relationships between chronic stress and the development of arthritis in adult populations. METHODS Five electronic databases were systematically searched without publication limits based on three key concepts: stress, arthritis and adults. Eligible qualitative studies investigated individuals' perceived causes of arthritis; quantitative studies investigated relationships between exposure to a chronic stressor and an arthritis presence outcome. Articles were screened by two independent reviewers and data were narratively synthesised. RESULTS Of 1819 unique records, 54 studies met inclusion criteria. Nine studies used qualitative methods and 45 used quantitative methods. Studies increased chronologically, with half (n = 27) published since 2010. Chronic stress exposures were heterogenous; most were categorised as adverse life events (n = 22) or adverse childhood experiences (n = 17). Self-reported arthritis was the most frequent measure of arthritis outcome (n = 26) in quantitative studies. A majority of studies (n = 41) suggested a relationship between exposure to chronic stressors and arthritis development. CONCLUSION Increasing study numbers in the past decade may reflect increasing awareness of the potential impact of chronic stress in arthritis development, consistent with a biopsychosocial approach to chronic disease aetiology and management. Further research, using precise arthritis definitions, conducted within a clearly articulated pathophysiological framework, is required to establish a causal relationship between exposure to chronic stressors and the development of specific arthritis conditions.
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Affiliation(s)
- Sarah N Schwetlik
- UniSA: Allied Health and Human Performance, Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, Australia
| | - Katherine L Baldock
- UniSA: Allied Health and Human Performance, Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, Australia
| | - Catherine L Hill
- Discipline of Medicine, The University of Adelaide, Adelaide, Australia
| | - Katia Ferrar
- UniSA: Allied Health and Human Performance, Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, Australia
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