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Goering M, Barker-Kamps M, Patki A, Tiwari HK, Mrug S. Pubertal timing as a predictor of epigenetic aging and mortality risk in young adulthood. Dev Psychol 2025; 61:912-927. [PMID: 39818920 PMCID: PMC12021574 DOI: 10.1037/dev0001903] [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: 01/19/2025]
Abstract
Early pubertal timing is associated with adverse health in adulthood. These effects may be mediated by DNA methylation changes associated with accelerated cellular aging and mortality risk, but few studies tested associations between pubertal timing and epigenetic markers in adulthood. Additionally, pubertal timing effects often vary by sex and are understudied in diverse youth. Thus, this longitudinal study examined links between pubertal timing and later epigenetic aging and mortality risk together with sex differences in predominantly Black youth. Participants included 350 individuals (58% female, 42% male; 80% Black, 19% non-Hispanic White). Perceived pubertal timing relative to peers and self-reported phenotypic pubertal timing based on age-adjusted Tanner scores were assessed during early adolescence (Mage = 13) whereas epigenetic aging (GrimAge, DunedinPace of Aging Calculated from the Epigenome, and PhenoAge) and mortality risk were measured during young adulthood (Mage = 27). After adjusting for covariates (smoking, body mass index, family income, early-life stress, race/ethnicity, sex, parenthood), early pubertal timing (both perceived and phenotypic) predicted higher epigenetic mortality risk, and early phenotypic pubertal timing predicted accelerated DunedinPace of Aging Calculated from the Epigenome. Both perceived and phenotypic early pubertal timing were correlated with accelerated GrimAge. Off-time phenotypic pubertal timing (i.e., early and late) was associated with accelerated PhenoAge in males only whereas perceived off-time pubertal timing was unexpectedly linked with lower PhenoAge acceleration. These findings extend prior research by linking two dimensions of early pubertal timing with epigenetic mortality risk and accelerated aging in racially diverse young adults and showing nonlinear effects on PhenoAge acceleration that differ across pubertal timing measures and show some sex differences. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
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Affiliation(s)
- Marlon Goering
- Department of Psychology, University of Alabama at Birmingham; 1720 2 Ave South, Birmingham, Alabama, USA
| | - Malcolm Barker-Kamps
- Department of Psychology, University of Alabama at Birmingham; 1720 2 Ave South, Birmingham, Alabama, USA
| | - Amit Patki
- Department of Biostatistics, University of Alabama at Birmingham; 1720 2 Ave South, Birmingham, Alabama, USA
| | - Hemant K. Tiwari
- Department of Biostatistics, University of Alabama at Birmingham; 1720 2 Ave South, Birmingham, Alabama, USA
| | - Sylvie Mrug
- Department of Psychology, University of Alabama at Birmingham; 1720 2 Ave South, Birmingham, Alabama, USA
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2
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Gonggrijp BMA, van de Weijer SGA, Bijleveld CCJH, Boomsma DI, van Dongen J. Negative Life Events and Epigenetic Ageing: A Study in the Netherlands Twin Register. Behav Genet 2025; 55:215-230. [PMID: 39663314 DOI: 10.1007/s10519-024-10211-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 11/20/2024] [Indexed: 12/13/2024]
Abstract
We aimed to understand the long-term impact of negative life events on epigenetic aging in 1783 adults from the Netherlands Twin Register, analyzing five epigenetic biomarkers (Hannum, Horvath, PhenoAge, GrimAge, DunedinPACE) and a series of negative life events, including victimization and economic hardship. In population-level analyses, associations between a higher number of negative life events (particularly financial adversities, sexual crimes, and job loss) were seen for the GrimAge biomarker. The association between the number of negative life events and financial problems and epigenetic age acceleration measured by the GrimAge biomarker persisted after adjusting for BMI, smoking, and white blood cell counts. In monozygotic twin pairs discordant for negative life events (263 pairs) the associations were diminished, indicating that the population associations may be confounded by shared familial (genetic and environmental) factors. These findings underscore the intricate link between environmental stressors and biological aging, stressing the need for comprehensive studies considering both genetic and environmental influences.
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Affiliation(s)
- Bodine M A Gonggrijp
- Department of Biological Psychology, Netherlands Institute for the Study of Crime and Law Enforcement (NSCR), Amsterdam, Netherlands.
| | - Steve G A van de Weijer
- Netherlands Institute for the Study of Crime and Law Enforcement (NSCR), Amsterdam, Netherlands
| | - Catrien C J H Bijleveld
- Department of Criminal Law and Criminology, Netherlands Institute for the Study of Crime and Law Enforcement (NSCR), Amsterdam, Netherlands
| | - Dorret I Boomsma
- Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, Netherlands
| | - Jenny van Dongen
- Department of Biological Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit, Amsterdam, Netherlands
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3
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Dosanjh LH, Franklin C, Castro Y, Goosby B, Conway FN, Champagne FA, Parra LA, Goldbach JT, Kipke MD. Inflammation and minority stress: A moderated mediation model of childhood adversity and mental health in young men who have sex with men. Soc Sci Med 2025; 376:118119. [PMID: 40300319 DOI: 10.1016/j.socscimed.2025.118119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 04/07/2025] [Accepted: 04/22/2025] [Indexed: 05/01/2025]
Abstract
RATIONALE Adverse childhood experiences (ACEs) are linked to later anxiety and depression, and inflammation has been implicated as a mediating mechanism. Black and Latinx men who have sex with men (MSM) face higher prevalences of ACEs, anxiety, and depression compared to White, heterosexual peers. Understanding the links between ACEs and mental health is crucial to addressing these disparities. METHODS This study used structural equation modeling to test moderated mediation models examining inflammation as a mediator of the relationship between ACEs and symptoms of anxiety/depression and minority stress as a moderator on the path between ACEs and inflammation. Data was from a community sample of Black and Latinx MSM (n = 246; mean age = 22.6). RESULTS ACEs were significantly associated with symptoms of anxiety (B = 0.414; p < 0.001) and depression (B = 0.346; p < 0.001), but inflammation did not show a significant mediating effect. Additionally, the interaction between ACEs and minority stress had no significant indirect effect on anxiety/depression. CONCLUSIONS These findings underscore the possibility that inflammation may not represent the global perturbations of stress processes after ACEs at younger ages, particularly among a relatively healthy sample of emerging adults.
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Affiliation(s)
- Laura H Dosanjh
- Population Research Center, University of Texas at Austin, United States.
| | - Cynthia Franklin
- Steve Hicks School of Social Work, University of Texas at Austin, United States
| | - Yessenia Castro
- Steve Hicks School of Social Work, University of Texas at Austin, United States
| | - Bridget Goosby
- Population Research Center, University of Texas at Austin, United States; Department of Sociology, University of Texas at Austin, United States
| | - Fiona N Conway
- Steve Hicks School of Social Work, University of Texas at Austin, United States
| | | | - Luis A Parra
- Department of Systems, Populations and Leadership, University of Michigan, United States
| | | | - Michele D Kipke
- Keck School of Medicine, University of Southern California, United States
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4
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Assari S, Pallera JA. Depression, Subjective Health, Obesity, and Multimorbidity are Associated with Epigenetic Age Acceleration. JOURNAL OF BIOMEDICAL AND LIFE SCIENCES 2025; 5:42-57. [PMID: 40235522 PMCID: PMC11999669 DOI: 10.31586/jbls.2025.6041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
Background Epigenetic aging, measured through various DNA methylation-based clocks, may have implications for predicting disease risk. However, the sensitivity of different epigenetic clocks that have emerged as biomarkers for biological aging and in predicting physical and mental health outcomes remains uncertain. This study examines the age and sex-adjusted associations between multiple epigenetic age acceleration measures and three key health indicators, including self-rated health, depressive symptoms, and body mass index (BMI), in a nationally representative sample of U.S. middle-aged and older adults. Methods We analyzed data from 4,018 adults in the 2016 wave of the Health and Retirement Study (HRS), which included several epigenetic age acceleration measures: HORVATH, HANNUM, LEVINE, HORVATHSKIN, LIN, WEIDNER, VIDALBRALO, YANG, ZHANG, BOCKLANDT, GARAGNANI, and GRIMAGE. Linear regression models were used to assess the associations between epigenetic age acceleration and self-rated health (poor health), depressive symptoms, and BMI, adjusting for age and sex. Results We found significant positive associations between epigenetic age acceleration and worse self-rated health, higher depressive symptoms, and increased BMI. However, these associations varied across different epigenetic clocks, with some measures potentially having more consistent utility for specific health outcomes than others. Conclusion Epigenetic age acceleration is linked to poorer self-rated health, greater depressive symptoms, and higher BMI, but choosing which epigenetic clock(s) to use is also important. These findings underscore the need to consider multiple epigenetic aging markers when assessing health risks and highlight the potential for particular clocks to serve as more sensitive indicators of physical and mental health outcomes.
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Affiliation(s)
- Shervin Assari
- Department of Internal Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
- Department of Psychiatry, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
- Department of Family Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
- Department of Urban Public Health, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
| | - John Ashley Pallera
- College of Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
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Radák Z, Aczél D, Fejes I, Mozaffaritabar S, Pavlik G, Komka Z, Balogh L, Babszki Z, Babszki G, Koltai E, McGreevy KM, Gordevicius J, Horvath S, Kerepesi C. Slowed epigenetic aging in Olympic champions compared to non-champions. GeroScience 2025; 47:2555-2565. [PMID: 39601999 PMCID: PMC11978583 DOI: 10.1007/s11357-024-01440-5] [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: 10/04/2024] [Accepted: 11/11/2024] [Indexed: 11/29/2024] Open
Abstract
The lifestyle patterns of top athletes are highly disciplined, featuring strict exercise regimens, nutrition plans, and mental preparation, often beginning at a young age. Recently, it was shown that physically active individuals exhibit slowed epigenetic aging and better age-related outcomes. Here, we investigate whether the extreme intensity of physical activity of Olympic champions still has a beneficial effect on epigenetic aging. To test this hypothesis, we examined the epigenetic aging of 59 Hungarian Olympic champions and of the 332 control subjects, 205 were master rowers. We observed that Olympic champions exhibit slower epigenetic aging, applying seven state-of-the-art epigenetic aging clocks. Additionally, male champions who won any medal within the last 10 years showed slower epigenetic aging compared to other male champions, while female champions exhibited the opposite trend. We also found that wrestlers had higher age acceleration compared to gymnasts, fencers, and water polo players. We identified the top 20 genes that showed the most remarkable difference in promoter methylation between Olympic champions and non-champions. The hypo-methylated genes are involved in synaptic health, glycosylation, metal ion membrane transfer, and force generation. Most of the hyper-methylated genes were associated with cancer promotion. The data suggest that rigorous and long-term exercise from adolescence to adulthood has beneficial effects on epigenetic aging.
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Affiliation(s)
- Zsolt Radák
- Hungarian University of Sport Science, Budapest, Hungary.
- University of Pécs, Pécs, Hungary.
- Sapientia University, Sfântu Gheorghe, Romania.
- Waseda University, Tokorozawa, 2-579-15, Japan.
| | - Dóra Aczél
- Hungarian University of Sport Science, Budapest, Hungary
| | - Iván Fejes
- Institute for Computer Science and Control (SZTAKI), Hungarian Research Network (HUN-REN), Budapest, Hungary
- Department of Information Systems, Eötvös Loránd University, Budapest, Hungary
| | | | - Gabor Pavlik
- Hungarian University of Sport Science, Budapest, Hungary
| | - Zsolt Komka
- Hungarian University of Sport Science, Budapest, Hungary
| | | | - Zsofia Babszki
- Hungarian University of Sport Science, Budapest, Hungary
| | | | - Erika Koltai
- Hungarian University of Sport Science, Budapest, Hungary
| | - Kristen M McGreevy
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | | | - Steve Horvath
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, 90095, USA
- Altos Labs, Cambridge Institute of Science, Cambridge, UK
| | - Csaba Kerepesi
- Institute for Computer Science and Control (SZTAKI), Hungarian Research Network (HUN-REN), Budapest, Hungary
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Apsley AT, Ye Q, Caspi A, Chiaro C, Etzel L, Hastings WJ, Heim CM, Kozlosky J, Noll JG, Schreier HMC, Shenk CE, Sugden K, Shalev I. Cross-tissue comparison of epigenetic aging clocks in humans. Aging Cell 2025; 24:e14451. [PMID: 39780748 PMCID: PMC11984668 DOI: 10.1111/acel.14451] [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: 07/17/2024] [Revised: 10/30/2024] [Accepted: 12/02/2024] [Indexed: 01/11/2025] Open
Abstract
Epigenetic clocks are a common group of tools used to measure biological aging-the progressive deterioration of cells, tissues, and organs. Epigenetic clocks have been trained almost exclusively using blood-based tissues, but there is growing interest in estimating epigenetic age using less-invasive oral-based tissues (i.e., buccal or saliva) in both research and commercial settings. However, differentiated cell types across body tissues exhibit unique DNA methylation landscapes and age-related alterations to the DNA methylome. Applying epigenetic clocks derived from blood-based tissues to estimate epigenetic age of oral-based tissues may introduce biases. We tested the within-person comparability of common epigenetic clocks across five tissue types: buccal epithelial, saliva, dry blood spots, buffy coat (i.e., leukocytes), and peripheral blood mononuclear cells. We tested 284 distinct tissue samples from 83 individuals aged 9-70 years. Overall, there were significant within-person differences in epigenetic clock estimates from oral-based versus blood-based tissues, with average differences of almost 30 years observed in some age clocks. In addition, most epigenetic clock estimates of blood-based tissues exhibited low correlation with estimates from oral-based tissues despite controlling for cellular proportions and other technical factors. Notably, the Skin and Blood clock exhibited the greatest concordance across all tissue types, indicating its unique ability to estimate chronological age in oral- and blood-based tissues. Our findings indicate that application of blood-derived epigenetic clocks in oral-based tissues may not yield comparable estimates of epigenetic age, highlighting the need for careful consideration of tissue type when estimating epigenetic age.
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Affiliation(s)
- Abner T. Apsley
- Department of Biobehavioral HealthPenn State UniversityUniversity ParkPennsylvaniaUSA
- Department of Molecular, Cellular, and Integrated BiosciencesThe Pennsylvania State UniversityUniversity ParkPennsylvaniaUSA
| | - Qiaofeng Ye
- Department of Biobehavioral HealthPenn State UniversityUniversity ParkPennsylvaniaUSA
| | - Avshalom Caspi
- Department of Psychology and NeuroscienceDuke UniversityDurhamNorth CarolinaUSA
- Social, Genetic and Developmental Psychiatry, Institute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK
- PROMENTA, Department of PsychologyUniversity of OsloOsloNorway
| | - Christopher Chiaro
- Department of Biobehavioral HealthPenn State UniversityUniversity ParkPennsylvaniaUSA
| | - Laura Etzel
- The Social Science Research InstituteDuke UniversityDurhamNorth CarolinaUSA
| | - Waylon J. Hastings
- Department of Psychiatry and Behavioral ScienceTulane University School of MedicineNew OrleansLouisianaUSA
| | - Christine M. Heim
- Berlin Institute of Health, Institute of Medical PsychologyCharité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, and Humboldt‐Universitätzu BerlinBerlinGermany
| | - John Kozlosky
- Department of Biobehavioral HealthPenn State UniversityUniversity ParkPennsylvaniaUSA
| | - Jennie G. Noll
- Department of PsychologyUniversity of RochesterRochesterNew YorkUSA
| | - Hannah M. C. Schreier
- Department of Biobehavioral HealthPenn State UniversityUniversity ParkPennsylvaniaUSA
| | - Chad E. Shenk
- Department of PsychologyUniversity of RochesterRochesterNew YorkUSA
| | - Karen Sugden
- Department of Psychology and NeuroscienceDuke UniversityDurhamNorth CarolinaUSA
| | - Idan Shalev
- Department of Biobehavioral HealthPenn State UniversityUniversity ParkPennsylvaniaUSA
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7
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Kusters CDJ, Horvath S. Quantification of Epigenetic Aging in Public Health. Annu Rev Public Health 2025; 46:91-110. [PMID: 39681336 DOI: 10.1146/annurev-publhealth-060222-015657] [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: 12/18/2024]
Abstract
Estimators of biological age hold promise for use in preventive medicine, for early detection of chronic conditions, and for monitoring the effectiveness of interventions aimed at improving population health. Among the promising biomarkers in this field are DNA methylation-based biomarkers, commonly referred to as epigenetic clocks. This review provides a survey of these clocks, with an emphasis on second-generation clocks that predict human morbidity and mortality. It explores the validity of epigenetic clocks when considering factors such as race, sex differences, lifestyle, and environmental influences. Furthermore, the review addresses the current challenges and limitations in this research area.
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Affiliation(s)
- Cynthia D J Kusters
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, California, USA;
| | - Steve Horvath
- Altos Labs, Cambridge, United Kingdom;
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, California, USA
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Dosanjh LH, Lauby S, Fuentes J, Castro Y, Conway FN, Champagne FA, Franklin C, Goosby B. Five hypothesized biological mechanisms linking adverse childhood experiences with anxiety, depression, and PTSD: A scoping review. Neurosci Biobehav Rev 2025; 171:106062. [PMID: 39952339 DOI: 10.1016/j.neubiorev.2025.106062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 02/03/2025] [Accepted: 02/08/2025] [Indexed: 02/17/2025]
Abstract
Adults with symptoms of anxiety, depression, or PTSD and a history of adverse childhood experiences (ACEs) may experience more severe symptoms than those without ACEs. The identification of mechanisms linking ACEs to later mental health problems may provide salient treatment targets to improve outcomes. Several biological markers (cortisol, inflammation, allostatic load, DNA methylation, and telomere length) that are indicative of functional variation in stress response systems, have been hypothesized as potential mechanisms linking ACEs to later mental health outcomes. Much of the evidence supporting this hypothesis examines isolated pairwise associations between variables and it is unclear whether statistical tests of mediation support these conclusions. It is also unclear how much of the extant research has used theory to guide mediation analyses, which may be a salient factor in the recognition of a mechanism. This scoping review surveyed research conducting mediation analysis examining the indirect effect of any of these five biological markers on the relationship between ACEs and anxiety, depression, or PTSD. It further surveyed the use of theory in these analyses. Pubmed and seven electronic databases were searched: (1) APA PsychInfo (2) CINAHL Plus (3) Health Source: Nursing/Academic Edition (4) MEDLINE (5) Psychology and Behavioral Sciences Collection (6) Science and Technology Collection, and (7) SocINDEX. A total of 16 articles were identified. The majority of studies examined depression as an outcome and the statistical significance of indirect effects were mixed across mediators. Common theoretical models and frameworks were consistent with life course theory and evolutionary or developmental perspectives.
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Affiliation(s)
- Laura H Dosanjh
- Population Research Center, The University of Texas at Austin, USA.
| | - Samantha Lauby
- Department of Psychology, The University of Texas at Austin, USA
| | - Jaime Fuentes
- The Steve Hicks School of Social Work, The University of Texas at Austin, USA
| | - Yessenia Castro
- The Steve Hicks School of Social Work, The University of Texas at Austin, USA
| | - Fiona N Conway
- The Steve Hicks School of Social Work, The University of Texas at Austin, USA
| | | | - Cynthia Franklin
- The Steve Hicks School of Social Work, The University of Texas at Austin, USA
| | - Bridget Goosby
- Population Research Center, The University of Texas at Austin, USA; Department of Sociology, The University of Texas at Austin, USA
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Chen Y, Abrishamcar S, Johnson S, Aqua J, Dye C, Llabre MM, Gallo LC, Pereira KM, Daviglus M, Argos M, Cai J, Thyagarajan B, Baccarelli A, Isasi CR, Kaplan RC, Conneely KN, Suglia SF. Adverse Childhood Experiences and Accelerated Epigenetic Aging in the Hispanic Community Health Study/Study of Latinos: Nativity as an Effect Modifier. Psychoneuroendocrinology 2025; 173:107369. [PMID: 39883977 PMCID: PMC11883801 DOI: 10.1016/j.psyneuen.2025.107369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 12/12/2024] [Accepted: 01/19/2025] [Indexed: 02/01/2025]
Abstract
BACKGROUND Whether adverse childhood experiences (ACEs) are associated with accelerated epigenetic aging over time among the Hispanic/Latino population remains unknown. This study examined the longitudinal association between ACEs and epigenetic age acceleration (EAA), as well as potential effect modifiers, among a sample of Hispanic/Latino adults. METHODS We analyzed 960 Hispanic/Latino adults with DNA methylation (DNAm) profile data from two visits (approximately six years apart) sampled from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL). We used PhenoAge, GrimAge, and DunedinPace, a biomarker for the pace of biological aging, to calculate epigenetic aging deviations. Linear mixed models were fit to estimate the association between ACEs and EAA measured by each epigenetic aging measure, adjusting for sex, age, and parental highest education level. Sex and nativity were also assessed as potential effect modifiers. RESULTS A one-unit increase in ACE score was associated with a 0.16-year (95 %CI: 0.06, 0.26, p = 0.002) higher GrimAge acceleration (AgeAccelGrim) at Visit 1. Among US-born individuals, a one-unit increase in ACE score was associated with a 0.35-year (95 %CI: 0.12, 0.58, p = 0.003) higher AgeAccelGrim and 0.01-biological year/calendar year (95 %CI: 0.01, 0.02, p = 0.0003) higher DunedinPACE at Visit 1, but statistically significantly weaker associations were found among foreign/US-territory born individuals (p for interaction=0.039 in AgeAccelGrim and 0.001 in DuendinPACE). No association was found between ACEs and the rate of change in EAA between two visits. CONCLUSION ACEs are associated with a higher EAA over time among Hispanic/Latino adults at a constant rate. Hispanic/Latino born in the US are more susceptible to the increased EAA related to ACEs compared with those born in a foreign country or US territory.
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Affiliation(s)
- Yinxian Chen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
| | - Sarina Abrishamcar
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Sheroi Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jasmine Aqua
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Christian Dye
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Maria M Llabre
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Linda C Gallo
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Krista M Pereira
- Department of Social Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Martha Daviglus
- Institute for Minority Health Research, College of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Maria Argos
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Jianwen Cai
- Department of Biostatistics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Bharat Thyagarajan
- Department of Laboratory Medicine and Pathology. University of Minnesota, Minneapolis, MN, USA
| | - Andrea Baccarelli
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Carmen R Isasi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Karen N Conneely
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Shakira F Suglia
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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Holliman AG, Mackay L, Biancardi VC, Tao YX, Foradori CD. Atrazine's effects on mammalian physiology. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2025:1-40. [PMID: 40016167 DOI: 10.1080/10937404.2025.2468212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
Atrazine is a chlorotriazine herbicide that is one of the most widely used herbicides in the USA and the world. For over 60 years atrazine has been used on major crops including corn, sorghum, and sugarcane to control broadleaf and grassy weed emergence and growth. Atrazine has exerted a major economic and environmental impact over that time, resulting in reduced production costs and increased conservation tillage practices. However, widespread use and a long half-life led to a high prevalence of atrazine in the environment. Indeed, atrazine is the most frequent herbicide contaminant detected in water sources in the USA. Due to its almost ubiquitous presence and questions regarding its safety, atrazine has been well-studied. First reported to affect reproduction with potential disruptive effects which were later linked to the immune system, cancer, stress response, neurological disorders, and cardiovascular ailments in experimental models. Atrazine impact on multiple interwoven systems broadens the significance of atrazine exposure. The endeavor to uncover the mechanisms underlying atrazine-induced dysfunction in mammals is ongoing, with new genetic and pharmacological targets being reported. This review aims to summarize the prominent effects of atrazine on mammalian physiology, primarily focusing on empirical studies conducted in lab animal models and establish correlations with epidemiological human studies when relevant. In addition, current common patterns of toxicity and potential underlying mechanisms of atrazine action will be examined.
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Affiliation(s)
- Anna G Holliman
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
| | - Laci Mackay
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
| | - Vinicia C Biancardi
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
| | - Ya-Xiong Tao
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
| | - Chad D Foradori
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, AL, USA
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11
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Smeeth D, Ecker S, Chervova O, McEwen F, Karam E, Beck S, Pluess M. War Exposure and DNA Methylation in Syrian Refugee Children and Adolescents. JAMA Psychiatry 2025; 82:191-200. [PMID: 39565630 PMCID: PMC11579893 DOI: 10.1001/jamapsychiatry.2024.3714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 09/16/2024] [Indexed: 11/21/2024]
Abstract
Importance Exposure to war is associated with poor mental health outcomes. Adverse and traumatic experiences can lead to long-lasting DNA methylation changes, potentially mediating the link between adversity and mental health. To date, limited studies have investigated the impact of war on DNA methylation in children or adolescents, hampering our understanding of the biological impact of war exposure. Objective To identify salivary DNA methylation differences associated with war exposure in refugee children and adolescents. Design, Setting, and Participants This cohort study included Syrian refugee children and adolescents, and their primary caregiver were recruited from tented settlements in Lebanon. Data collection was carried out in 2 waves, 1 year apart, from October 2017 to January 2018 and October 2018 to January 2019. Children and their caregiver were interviewed, and children provided saliva samples for DNA extraction. Data analysis was conducted in 2022, 2023, and 2024. Exposure War exposure assessed by interviewing children and their caregiver using the War Events Questionnaire. Main Outcomes and Measures Salivary DNA methylation levels were assayed with the Infinium MethylationEPIC BeadChip (Illumina). Epigenetic aging acceleration was estimated using a set of preexisting epigenetic aging clocks. A literature search was conducted to identify previously reported DNA methylation correlates of childhood trauma. Results The study population included 1507 children and adolescents (mean [SD] age, 11.3 [2.4] years; age range, 6-19 years; 793 female [52.6%]). A total of 1449 children provided saliva samples for DNA extraction in year 1, and 872 children provided samples in year 2. Children who reported war events had a number of differentially methylated sites and regions. Enrichment analyses indicated an enrichment of gene sets associated with transmembrane transport, neurotransmission, and intracellular movement in genes that exhibited differential methylation. Sex-stratified analyses found a number of sex-specific DNA methylation differences associated with war exposure. Only 2 of 258 (0.8%) previously reported trauma-associated DNA methylation sites were associated with war exposure (B = -0.004; 95% CI, -0.005 to -0.003; Bonferroni P = .04 and B = -0.005; 95% CI, -0.006 to -0.004; Bonferroni P = .03). Any war exposure or bombardment was nominally associated with decreased epigenetic age using the Horvath multitissue clock (B = -0.39; 95% CI, -0.63 to -0.14; P = .007 and B = -0.42; 95% CI, -0.73 to -0.11; P = .002). Conclusions and Relevance In this cohort of Syrian refugee children and adolescents, war exposure was associated with a small number of distinct differences in salivary DNA methylation.
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Affiliation(s)
- Demelza Smeeth
- Department of Biological and Experimental Psychology, School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
- School of Psychology, University of Surrey, Guildford, United Kingdom
| | - Simone Ecker
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Olga Chervova
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Fiona McEwen
- Department of Biological and Experimental Psychology, School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
- Department of War Studies, King’s College London, London, United Kingdom
| | - Elie Karam
- Department of Psychiatry and Clinical Psychology, Balamand University, St Georges Hospital University Medical Center, Institute for Development, Research, Advocacy and Applied Care, Beirut, Lebanon
| | - Stephan Beck
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Michael Pluess
- Department of Biological and Experimental Psychology, School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom
- School of Psychology, University of Surrey, Guildford, United Kingdom
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Jang J, Gonzales G. Adult Mental Health Associated with Adverse and Positive Childhood Experiences Among 1 st and 2 nd Generation Asian Americans. J Gen Intern Med 2025; 40:579-586. [PMID: 39482476 PMCID: PMC11861819 DOI: 10.1007/s11606-024-09186-8] [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: 04/10/2024] [Accepted: 10/23/2024] [Indexed: 11/03/2024]
Abstract
BACKGROUND Adverse childhood experiences (ACEs) and positive childhood experiences (PCEs) impact adult health. However, differences in ACEs, PCEs, and mental health have not been extensively studied among Asian Americans. OBJECTIVE To examine the association between childhood experiences and adult mental health in first and second generation Asian Americans. DESIGN This study used data from the 2021-2022 California Health Interview Survey (CHIS), an address-based sampling of noninstitutionalized Californians conducted online or by phone. PARTICIPANTS Asian American respondents aged 18-65 years. EXPOSURE Fifteen different ACEs and seven different PCEs. MAIN MEASURES Adjusted prevalence ratios (aPR) of severe psychological distress for each generation. Survey weights were applied to all analyses for population-based representation. KEY RESULTS 5,744 Asian Americans (48.0% male, 16.4% aged 18-25) were included in the current study. We found that second generation Asian Americans experienced a greater prevalence of ACEs (65.4% reported ≥1 ACE vs 47.5% in first generation Asian Americans) and lower prevalence of PCEs (32.1% reported ≤2 PCEs vs 22.6% in first generation Asian Americans). Second generation Asian Americans were more likely to report ≥4 ACEs (aPR, 1.46; 95% CI, 1.13 to 1.88) and ≤2 PCEs (aPR, 1.51; 95% CI, 1.29 to 1.78) relative to first generation Asian Americans. Second generation Asian Americans with ≥4 ACEs or ≤2 PCEs were more likely to report severe psychological distress (aPR, 2.54; 95% CI, 1.55 to 4.17 and aPR, 1.48; 95% CI, 1.03 to 2.13, respectively) relative to first generation Asian Americans. When examining ACEs and PCEs individually, domestic, physical, and verbal abuse; divorce; racism; and lacking support systems were significantly associated with severe psychological distress in second generation Asian Americans. CONCLUSIONS Second generation Asian Americans are more likely to experience more ACEs, fewer PCEs, and poorer mental health as a result. Our study indicates that physicians should screen for childhood experiences and leverage trauma-informed care among Asian American subpopulations.
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Affiliation(s)
- Jihoon Jang
- Vanderbilt University School of Medicine, 1161 21stAve S #D3300, Nashville, TN, USA.
| | - Gilbert Gonzales
- Department of Medicine, Health, and Society, Vanderbilt University, Nashville, TN, USA
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13
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Sullivan J, Nicholson T, Hazeldine J, Moiemen N, Lord JM. Accelerated epigenetic ageing after burn injury. GeroScience 2025:10.1007/s11357-024-01433-4. [PMID: 39821820 DOI: 10.1007/s11357-024-01433-4] [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: 10/22/2024] [Accepted: 11/09/2024] [Indexed: 01/19/2025] Open
Abstract
Individuals who suffer a major burn injury are at higher risk of developing a range of age-associated diseases prematurely leading to an increase in mortality in adult and juvenile burn injury survivors. One possible explanation is that injury is accelerating the biological ageing process. To test this hypothesis, we analysed DNA methylation in peripheral blood mononuclear cells from adult burn-injured patients (> 5%TBSA) upon admission to hospital and 6 months later, to calculate an epigenetic clock value which can be used to determine biological age. Fifty-three burn-injured participants (mean age 45.43 years, 49 male, mean TBSA 37.65%) were recruited at admission and 34 again 6 months post injury (mean age 40.4 years, 34 male, mean TBSA 30.91%). Twenty-nine healthy controls (mean age 43.69 years, 24 male) were also recruited. Epigenetic age acceleration at admission by PhenoAge was + 7.2 years (P = 8.31e-5) but by month 6 was not significantly different from healthy controls. PCGrimAge acceleration was + 9.23 years at admission (P = 5.79e-11) and remained 4.18 years higher than in controls by month 6 (P = 2.64e-6). At admission, the burn-injured participants had a Dunedin PACE of ageing score 31.65% higher than the control group (P = 2.14e-12), the equivalent of + 115 days per year of biological ageing. Six months post injury the Dunedin PACE of ageing remained significantly higher (+ 11.36%, 41 days/year) than in the control group (P = 3.99e-5). No differences were seen using the Horvath and Hannum clocks. Enrichment analysis revealed that key pathways enriched with burn injury related to immune function, activation, and inflammation. The results reveal that epigenetic age, specifically the PACE of ageing and PCGrimAge, was accelerated in burn-injured adults at admission, with some return towards control values by 6 months. That these two clocks are built upon morbidity outcomes suggests that the injury is invoking a biological response that increases the risk of disease. Burn injury in adults induces epigenetic changes suggestive of an acceleration of the ageing process, which may contribute to the increased morbidity and mortality in these patients.
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Affiliation(s)
- Jack Sullivan
- Inflammation and Ageing, University of Birmingham, Birmingham, UK.
- Scar Free Foundation Centre for Conflict Wound Research, University Hospital Birmingham, Birmingham, UK.
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK.
| | - Thomas Nicholson
- Inflammation and Ageing, University of Birmingham, Birmingham, UK
- NIHR Sarcopenia and Multimorbidity Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
| | - Jon Hazeldine
- Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Scar Free Foundation Centre for Conflict Wound Research, University Hospital Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
| | - Naiem Moiemen
- Scar Free Foundation Centre for Conflict Wound Research, University Hospital Birmingham, Birmingham, UK
- Burns Research Centre, University Hospital Birmingham, Birmingham, UK
| | - Janet M Lord
- Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Scar Free Foundation Centre for Conflict Wound Research, University Hospital Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham and University of Birmingham, Birmingham, UK
- Burns Research Centre, University Hospital Birmingham, Birmingham, UK
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Soulsby WD, Olveda R, He J, Berbert L, Weller E, Barbour KE, Greenlund KJ, Schanberg LE, von Scheven E, Hersh A, Son MBF, Chang J, Knight A. Racial Disparities and Achievement of the Low Lupus Disease Activity State: A CARRA Registry Study. Arthritis Care Res (Hoboken) 2025; 77:38-49. [PMID: 39344152 DOI: 10.1002/acr.25443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 09/10/2024] [Accepted: 09/20/2024] [Indexed: 10/01/2024]
Abstract
OBJECTIVE Differential disease control may contribute to racial disparities in outcomes of childhood-onset systemic lupus erythematosus (cSLE). We evaluated associations of race and individual- or neighborhood-level social determinants of health (SDoH) with achievement of low lupus disease activity state (LLDAS), a clinically relevant treatment target. METHODS In this cSLE cohort study using the Childhood Arthritis and Rheumatology Research Alliance (CARRA) Registry, the primary exposure was self-reported race and ethnicity, and collected SDoH included insurance status and area deprivation index (ADI). Outcomes included LLDAS, disease activity, and time-averaged prednisone exposure. Associations among race and ethnicity, SDoH, and disease activity were estimated with multivariable regression models, adjusting for disease-related and demographic factors. RESULTS Among 540 children with cSLE, 27% identified as Black, 25% identified as White, 23% identified as Latino/a, 11% identified as Asian, 9% identified as more than one race, and 5% identified as other. More Black children (41%) lived in neighborhoods of highest ADI compared to White children (16%). Black race was associated with lower LLDAS achievement (adjusted odds ratio 0.56, 95% confidence interval [CI] 0.38-0.82) and higher disease activity (adjusted β 0.94, 95% CI 0.11-1.78). The highest ADI was not associated with lower LLDAS achievement on adjustment for renal disease and insurance. However, renal disease was found to be a significant mediator (P = 0.04) of the association between ADI and prednisone exposure. CONCLUSIONS Children with cSLE who identified as Black are less likely to achieve LLDAS and have a higher disease activity. Living in areas of higher ADI may relate to renal disease and subsequent prednisone exposure. Strategies to address root causes will be important to design interventions mitigating cSLE racial disparities.
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Affiliation(s)
| | - Rebecca Olveda
- Palo Alto Medical Foundation Medical Group, Palo Alto, California
| | - Jie He
- Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Laura Berbert
- Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Edie Weller
- Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kamil E Barbour
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | | | | | | | - Mary Beth F Son
- Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Joyce Chang
- Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Andrea Knight
- The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
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15
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Priego-Parra BA, Remes-Troche JM. Bidirectional relationship between gastrointestinal cancer and depression: The key is in the microbiota-gut-brain axis. World J Gastroenterol 2024; 30:5104-5110. [PMID: 39735265 PMCID: PMC11612697 DOI: 10.3748/wjg.v30.i48.5104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 10/23/2024] [Accepted: 11/04/2024] [Indexed: 11/29/2024] Open
Abstract
In this Editorial, we review the recent publication in the World Journal of Gastroenterology, which explores the complex relationship between depression and gastric cancer and offers perspectives. Key topics discussed include the microbiota-gut-brain axis, dysbiosis, and the influence of microbial metabolites in homeostasis. Additionally, we address toxic stress caused by hypothalamic-pituitary-adrenal axis dysregulation, psychological assessments, and future research directions. Our Editorial aims to expand the understanding of the bidirectional relationship between depression and gastrointestinal cancer.
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Affiliation(s)
- Bryan Adrian Priego-Parra
- Digestive Physiology and Gastrointestinal Motility Laboratory, Instituto de Investigaciones Médico-Biológicas, Universidad Veracruzana, Veracruz 91700, Mexico
| | - Jose Maria Remes-Troche
- Digestive Physiology and Gastrointestinal Motility Laboratory, Instituto de Investigaciones Médico-Biológicas, Universidad Veracruzana, Veracruz 91700, Mexico
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16
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Bao M, Ma R. Longitudinal relationship between adverse childhood experiences and depressive symptoms: the mediating role of physical pain. BMC Psychiatry 2024; 24:947. [PMID: 39719627 DOI: 10.1186/s12888-024-06312-y] [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: 08/22/2024] [Accepted: 11/18/2024] [Indexed: 12/26/2024] Open
Abstract
BACKGROUND This study explored the relationship between Adverse Childhood Experiences (ACE), physical pain, and depressive symptoms, and examined the mediating role of pain in the correlation between ACE and depressive symptoms among middle-aged and elderly Chinese (over the age of 45). METHODS Cox proportional hazards regression models were used to analysis the association between ACE, physical pain, and depressive symptoms. To assess the mediating role of physical pain in the relationship between ACE and depressive symptoms, mediation analysis was conducted. Indirect, direct, and total effects were estimated by combining mediation and outcome models, adjusting for relevant covariates. Bayesian network models were used to visually demonstrate the interrelations between factors influencing depressive symptoms, further verifying the association between ACE, physical pain, and depressive symptoms. RESULTS In the fully adjusted model, middle-aged and elderly individuals reporting ACE had a higher risk of developing depressive symptoms (hazard ratios [HR] and 95% confidence intervals [95% CI], 1.379 [1.266-1.503]). Compared to those without physical pain, individuals reporting severe physical pain were at an increased risk of depressive symptoms (HR [95% CI], 1.438 [1.235-1.673]). The risk was even higher for those with both ACE and severe physical pain compared to those with neither (HR [95% CI], 2.020 [1.630-2.505]). The intensity of pain explained 7.48% of the association between ACE and depressive symptoms, while the number of pain sites accounted for 7.86%. CONCLUSIONS Physical pain partially mediated the association between ACE and depressive symptoms. The study findings highlighted the importance of early screening and intervention for physical pain in middle-aged and older adults with ACE. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Min Bao
- School of Public Health, Southeast University, Nanjing, Jiangsu, China
| | - Rongji Ma
- Department of Medical Affairs, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
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17
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Zhang S, Han T, Yang R, Song Y, Jiang W, Tian Z. Unraveling the influence of childhood emotional support on adult aging: Insights from the UK Biobank. Arch Gerontol Geriatr 2024; 127:105600. [PMID: 39151235 DOI: 10.1016/j.archger.2024.105600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/05/2024] [Accepted: 08/09/2024] [Indexed: 08/19/2024]
Abstract
BACKGROUND Exploring the association between Childhood Emotional Support (CES) and the mechanisms of aging is pivotal for understanding its potential to lessen the incidence of age-related pathologies and promote a milieu for healthy aging. METHODS Utilizing data from the UK Biobank comprising nearly 160,000 individuals, comprehensive analyses were conducted to explore associations between CES levels and age-related diseases, biological age and aging hallmarks. Cox proportional hazards regression models were used to investigate the relationship between CES and the risk of hospitalization for age-related diseases. Linear regression models were employed to explore the associations between CES and the frailty index (FI), Klemera-Doubal method (KDM) biological age acceleration, homeostatic dysregulation (HD), C-reactive protein (CRP), white blood cell (WBC) count, and telomere length. RESULTS The analyses revealed a significant association between higher CES levels and a decreased risk of hospitalization for age-related diseases in later life. After adjustments for covariates, the hazard ratio for age-related diseases was 0.87 (95 % confidence interval, 0.83-0.91, p < 0.001) in those with the highest CES level compared to those with the lowest CES level. Participants with the highest CES level exhibited lower FI scores (coefficient = -0.033, p < 0.001), reduced CRP level (coefficient = -0.097, p < 0.05) and lower WBC counts (coefficient = -0.034, p < 0.05). Stratified analyses based on genetic susceptibility further elucidated the protective role of CES against age-related diseases. CONCLUSION These findings underscore the potential of early interventions targeting CES to promote healthy aging and alleviating the burden of age-related diseases.
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Affiliation(s)
- Shibo Zhang
- Department of Pediatrics, The Second Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang, China
| | - Tianshu Han
- Department of Nutrition and Food Hygiene, School of Public Health, Key Laboratory of Precision Nutrition and Health, Ministry of Education, Harbin Medical University, Harbin, Heilongjiang, China
| | - Ruiming Yang
- Department of Nutrition and Food Hygiene, School of Public Health, Key Laboratory of Precision Nutrition and Health, Ministry of Education, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yuxin Song
- Department of Pediatrics, The Second Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang, China
| | - Wenbo Jiang
- Department of Nutrition and Food Hygiene, School of Public Health, Key Laboratory of Precision Nutrition and Health, Ministry of Education, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Zhiliang Tian
- Department of Pediatrics, The Second Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang, China.
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Lou S, Sheng Z, Sun W, Zhang C, Xiao W, Zhu S, Hao J, Zhou J, Song P. The associations between adverse childhood experiences and body pain among middle-aged and older adults: findings from China. BMC Public Health 2024; 24:3163. [PMID: 39543558 PMCID: PMC11562079 DOI: 10.1186/s12889-024-20617-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 11/05/2024] [Indexed: 11/17/2024] Open
Abstract
BACKGROUND Adverse Childhood Experiences (ACEs) have been implicated in the development of body pain, yet research on their impact on body pain and its progression remains scarce. This study aimed to examine the associations between ACEs and the presence and areas of body pain, as well as their developmental trajectories among middle-aged and older Chinese adults. METHODS We included participants aged 45 years and above from the China Health and Retirement Longitudinal Study (CHARLS) conducted between 2011 and 2018. Retrospective data on ACEs and pain sites were collected with questionnaires. The presence of pain at different body sites was categorized into three areas: head & neck, trunk, and limbs. ACEs consisted of ten types of adverse experiences and were cumulatively scored. For the cross-sectional analysis (2011), logistic regressions were performed to estimate the associations between ACEs and pain presence in specific areas. In the longitudinal analysis (2011-2018), we further applied group-based trajectory modelling (GBTM) to determine the developmental trajectories of body pain. Multinomial logistic regressions were then conducted to estimate the associations between ACEs and pain trajectories. RESULTS In the cross-sectional analysis (n = 8157), ACEs were positively associated with the presence of pain in the head & neck (odds ratio [OR] = 3.55, 95% confidence intervals [CI] = 2.37-4.74), trunk (OR = 3.28, 95% CI = 2.47-4.34), and limbs areas (OR = 2.30, 95% CI = 1.77-3.00) compared to no ACEs. These associations varied by sex and residence. In the longitudinal analysis (n = 5188), GBTM identified three developmental trajectories of body pain (n = 9521): high-increasing (7.44%), low-moderate (33.67%) and maintained-low trajectories (58.89%) trajectories. Compared to participants without ACEs, individuals had three ACEs and 4 or more ACEs were consistently associated with low-moderate (three ACEs: OR = 2.26, 95% CI = 1.81-2.83, four or more ACEs: OR = 3.11, 95% CI = 2.51-3.87) and high-increasing (three ACEs: OR = 3.28, 95% CI = 2.03-5.30, four or more ACEs: OR = 6.78, 95% CI = 4.30-10.68) body pain trajectories across sexes and residence. CONCLUSION This study highlighted the significant association between ACEs and body pain among middle-aged and older Chinese, emphasizing the importance of preventing or mitigating ACEs as a strategy for the prevention and management of body pain.
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Affiliation(s)
- Shang Lou
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
- Vanke School of Public Health, Tsinghua University, Beijing, China
| | - Ziyue Sheng
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Weidi Sun
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
| | - Chenhao Zhang
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
| | - Wenhan Xiao
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
| | - Siyu Zhu
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
| | - Jiajun Hao
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
| | - Jiali Zhou
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China
| | - Peige Song
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310058, China.
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Anisman H, Doubad D, Asokumar A, Matheson K. Psychosocial and neurobiological aspects of the worldwide refugee crisis: From vulnerability to resilience. Neurosci Biobehav Rev 2024; 165:105859. [PMID: 39159733 DOI: 10.1016/j.neubiorev.2024.105859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 08/06/2024] [Accepted: 08/15/2024] [Indexed: 08/21/2024]
Abstract
Anisman, H., Doubad, D., Asokumar, A. & Matheson, K. Psychosocial and neurobiological aspects of the worldwide refugee crisis: From vulnerability to resilience. NEUROSCI BIOBEHAV REV, XXXX. Immigration occurs between countries either to obtain employment, for family reunification or to escape violence and other life-threatening conditions. Refugees and asylum seekers are often obligated to overcome a uniquely challenging set of circumstances prior to and during migration. Settlement following immigration may pose yet another set of stressors related to acculturation to the host country, as well as financial insecurity, discrimination, language barriers, and social isolation. Here we discuss the multiple consequences of immigration experiences, focusing on the health disturbances that frequently develop in adults and children. Aside from the psychosocial influences, immigration-related challenges may cause hormonal, inflammatory immune, and microbiota changes that favor psychological and physical illnesses. Some biological alterations are subject to modification by epigenetic changes, which have implications for intergenerational trauma transmission, as might disruptions in parenting behaviors and family dysfunction. Despite the hardships experienced, many immigrants and their families exhibit positive psychological adjustment after resettlement. We provide information to diminish the impacts associated with immigration and offer strength-based approaches that may foster resilience.
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Affiliation(s)
- H Anisman
- Carleton University, Department of Neuroscience, Ottawa, Ontario K1S 5B6, Canada.
| | - D Doubad
- Carleton University, Department of Neuroscience, Ottawa, Ontario K1S 5B6, Canada
| | - A Asokumar
- Carleton University, Department of Neuroscience, Ottawa, Ontario K1S 5B6, Canada
| | - K Matheson
- Carleton University, Department of Neuroscience, Ottawa, Ontario K1S 5B6, Canada
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Wang J, Han X, Yang Y, Zeng Y, Qu Y, Yang H, Song J, Qiu C, Song H. The association of psychological and trauma-related factors with biological and facial aging acceleration: evidence from the UK Biobank. BMC Med 2024; 22:359. [PMID: 39227814 PMCID: PMC11373276 DOI: 10.1186/s12916-024-03578-7] [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: 02/17/2024] [Accepted: 08/22/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Psychological and trauma-related factors are associated with many diseases and mortality. However, a comprehensive assessment of the association between psycho-trauma exposures and aging acceleration is currently lacking. METHODS Using data from 332,359 UK Biobank participants, we calculated biological aging acceleration, indexed by the presence of leukocyte telomere length (LTL) deviation (i.e., the difference between genetically determined and observed LTL > 0). The acceleration of facial aging (i.e., looking older than the chronological age) was assessed using a self-report question. Then, we estimated the associations of each psycho-trauma factor with biological and facial aging acceleration, using logistic regression models adjusted for multiple important covariates. Furthermore, restricted to 99,180 participants with complete psychological and trauma-related data, we identified clusters of individuals with distinct psycho-trauma patterns using the latent class analysis method and assessed their associations with aging acceleration using similar models. RESULTS We observed most of the studied psycho-trauma factors were associated with biological and facial aging acceleration. Compared to the "Absence of trauma and psychopathology" cluster, the "adverse childhood experiences (ACEs) with psychopathology" cluster showed strong associations with those aging measurements (odds ratio [OR] = 1.13 [1.05 - 1.23] for biological and 1.52 [1.18 - 1.95] for facial aging acceleration), while no such association was observed for the "ACEs without psychopathology" cluster (1.04 [0.99 - 1.09] and 1.02 [0.84 - 1.24]. CONCLUSIONS Our study demonstrated significant associations of psycho-trauma factors with both biological and facial aging acceleration. The differential aging consequences observed among ACEs exposed individuals with and without psychopathology prompt interventions aimed to improve individuals' psychological resilience to prevent aging acceleration.
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Affiliation(s)
- Junren Wang
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Xin Han
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Yao Yang
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Yu Zeng
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Yuanyuan Qu
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Huazhen Yang
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Jie Song
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Changjian Qiu
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China.
| | - Huan Song
- Mental Health Center and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Guo Xue Lane 37, Chengdu, China.
- Med-X Center for Informatics, Sichuan University, Chengdu, China.
- Center of Public Health Sciences, Faculty of Medicine, University of Iceland, Reykjavík, Iceland.
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21
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Hopkinson NS, Bush A, Allinson JP, Faner R, Zar HJ, Agustí A. Early Life Exposures and the Development of Chronic Obstructive Pulmonary Disease across the Life Course. Am J Respir Crit Care Med 2024; 210:572-580. [PMID: 38861321 DOI: 10.1164/rccm.202402-0432pp] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 06/10/2024] [Indexed: 06/13/2024] Open
Affiliation(s)
- Nicholas S Hopkinson
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Andrew Bush
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - James P Allinson
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton Hospital, London, United Kingdom
| | - Rosa Faner
- Unitat Immunologia, Departament de Biomedicina, Universitat de Barcelona, Fundació Clinic Recerca Biomedica-IDIBAPS, Centro Investigación Biomedica en Red, Barcelona, Spain
| | - Heather J Zar
- Department of Pediatrics and Child Health, Red Cross Children's Hospital, University of Cape Town, Cape Town, South Africa; and
| | - Alvar Agustí
- Hospital Clinic Barcelona, Universitat de Barcelona, Fundació Clinic Recerca Biomedica-IDIBAPS, Centro Investigación Biomedica en Red, Barcelona, Spain
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22
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Widom CS, Do H(H, Miller QC, Javakhishvili M, Eckstein Indik C, Belsky DW. Childhood Maltreatment and Biological Aging in Middle Adulthood: The Role of Psychiatric Symptoms. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2024; 4:100341. [PMID: 39040430 PMCID: PMC11260844 DOI: 10.1016/j.bpsgos.2024.100341] [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: 12/27/2023] [Revised: 05/22/2024] [Accepted: 05/22/2024] [Indexed: 07/24/2024] Open
Abstract
Background Childhood maltreatment and psychiatric morbidity have each been associated with accelerated biological aging primarily through cross-sectional studies. Using data from a prospective longitudinal study of individuals with histories of childhood maltreatment and control participants followed into midlife, we tested 2 hypotheses examining whether 1) psychiatric symptoms mediate the relationship between childhood maltreatment and biological aging and 2) psychiatric symptoms of anxiety, depression, or posttraumatic stress disorder (PTSD) act in conjunction with childhood maltreatment to exacerbate the association of child maltreatment to aging. Methods Children (ages 0-11 years) with documented histories of maltreatment and demographically matched control children were followed into adulthood (N = 607) and interviewed over several waves of the study. Depression, anxiety, and PTSD symptoms were assessed at mean ages of 29 (interview 1) and 40 (interview 2) years. Biological age was measured from blood chemistries collected later (mean age = 41 years) using the Klemera-Doubal method. Hypotheses were tested using linear regressions and path analyses. Results Adults with documented histories of childhood maltreatment showed more symptoms of depression, PTSD, and anxiety at both interviews and more advanced biological aging, compared with control participants. PTSD symptoms at both interviews and depression and anxiety symptoms only at interview 2 predicted accelerated biological aging. There was no evidence of mediation; however, anxiety and depression moderated the relationship between childhood maltreatment and biological aging. Conclusions These new findings reveal the shorter- and longer-term longitudinal impact of PTSD on biological aging and the amplifying effect of anxiety and depression on the relationship between child maltreatment and biological aging.
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Affiliation(s)
- Cathy Spatz Widom
- Psychology Department, John Jay College, City University of New York, New York, New York
- Graduate Center, City University of New York, New York, New York
| | - Hang (Heather) Do
- Psychology Department, John Jay College, City University of New York, New York, New York
| | - Quincy C. Miller
- Psychology Department, John Jay College, City University of New York, New York, New York
| | - Magda Javakhishvili
- Psychology Department, John Jay College, City University of New York, New York, New York
| | - Claire Eckstein Indik
- Department of Epidemiology and Robert N. Butler Columbia Aging Center, Columbia University Mailman School of Public Health, New York, New York
| | - Daniel W. Belsky
- Department of Epidemiology and Robert N. Butler Columbia Aging Center, Columbia University Mailman School of Public Health, New York, New York
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23
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Whitman ET, Elliott ML, Knodt AR, Abraham WC, Anderson TJ, Cutfield N, Hogan S, Ireland D, Melzer TR, Ramrakha S, Sugden K, Theodore R, Williams BS, Caspi A, Moffitt TE, Hariri AR. An estimate of the longitudinal pace of aging from a single brain scan predicts dementia conversion, morbidity, and mortality. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.19.608305. [PMID: 39229058 PMCID: PMC11370321 DOI: 10.1101/2024.08.19.608305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
To understand how aging affects functional decline and increases disease risk, it is necessary to develop accurate and reliable measures of how fast a person is aging. Epigenetic clocks measure aging but require DNA methylation data, which many studies lack. Using data from the Dunedin Study, we introduce an accurate and reliable measure for the rate of longitudinal aging derived from cross-sectional brain MRI: the Dunedin Pace of Aging Calculated from NeuroImaging or DunedinPACNI. Exporting this measure to the Alzheimer's Disease Neuroimaging Initiative and UK Biobank neuroimaging datasets revealed that faster DunedinPACNI predicted participants' cognitive impairment, accelerated brain atrophy, and conversion to diagnosed dementia. Underscoring close links between longitudinal aging of the body and brain, faster DunedinPACNI also predicted physical frailty, poor health, future chronic diseases, and mortality in older adults. Furthermore, DunedinPACNI followed the expected socioeconomic health gradient. When compared to brain age gap, an existing MRI aging biomarker, DunedinPACNI was similarly or more strongly related to clinical outcomes. DunedinPACNI is a "next generation" MRI measure that will be made publicly available to the research community to help accelerate aging research and evaluate the effectiveness of dementia prevention and anti-aging strategies.
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Affiliation(s)
- Ethan T Whitman
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Maxwell L Elliott
- Department of Psychology, Center for Brain Science, Harvard University, Cambridge, MA, USA
| | - Annchen R Knodt
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | | | - Tim J Anderson
- Department of Medicine, University of Otago, Christchurch, New Zealand
- New Zealand Brain Research Institute, Christchurch, New Zealand
- Department of Neurology, Canterbury District Health Board, Christchurch, New Zealand
| | - Nick Cutfield
- Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Sean Hogan
- Dunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand
| | - David Ireland
- Dunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand
| | - Tracy R Melzer
- Brain Research New Zealand-Rangahau Roro Aotearoa, Centre of Research Excellence, Universities of Auckland and Otago, New Zealand
- Department of Medicine, University of Otago, Christchurch, New Zealand
| | - Sandhya Ramrakha
- Dunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand
| | - Karen Sugden
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Reremoana Theodore
- Dunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand
| | | | - Avshalom Caspi
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
- Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
- King's College London, Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, & Neuroscience, London, UK
- PROMENTA, Department of Psychology, University of Oslo, Norway
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Terrie E Moffitt
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
- Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
- King's College London, Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, & Neuroscience, London, UK
- PROMENTA, Department of Psychology, University of Oslo, Norway
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Ahmad R Hariri
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
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24
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Senaratne DNS, Thakkar B, Smith BH, Hales TG, Marryat L, Colvin LA. The impact of adverse childhood experiences on multimorbidity: a systematic review and meta-analysis. BMC Med 2024; 22:315. [PMID: 39143489 PMCID: PMC11325707 DOI: 10.1186/s12916-024-03505-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 06/14/2024] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND Adverse childhood experiences (ACEs) have been implicated in the aetiology of a range of health outcomes, including multimorbidity. In this systematic review and meta-analysis, we aimed to identify, synthesise, and quantify the current evidence linking ACEs and multimorbidity. METHODS We searched seven databases from inception to 20 July 2023: APA PsycNET, CINAHL Plus, Cochrane CENTRAL, Embase, MEDLINE, Scopus, and Web of Science. We selected studies investigating adverse events occurring during childhood (< 18 years) and an assessment of multimorbidity in adulthood (≥ 18 years). Studies that only assessed adverse events in adulthood or health outcomes in children were excluded. Risk of bias was assessed using the ROBINS-E tool. Meta-analysis of prevalence and dose-response meta-analysis methods were used for quantitative data synthesis. This review was pre-registered with PROSPERO (CRD42023389528). RESULTS From 15,586 records, 25 studies were eligible for inclusion (total participants = 372,162). The prevalence of exposure to ≥ 1 ACEs was 48.1% (95% CI 33.4 to 63.1%). The prevalence of multimorbidity was 34.5% (95% CI 23.4 to 47.5%). Eight studies provided sufficient data for dose-response meta-analysis (total participants = 197,981). There was a significant dose-dependent relationship between ACE exposure and multimorbidity (p < 0.001), with every additional ACE exposure contributing to a 12.9% (95% CI 7.9 to 17.9%) increase in the odds for multimorbidity. However, there was heterogeneity among the included studies (I2 = 76.9%, Cochran Q = 102, p < 0.001). CONCLUSIONS This is the first systematic review and meta-analysis to synthesise the literature on ACEs and multimorbidity, showing a dose-dependent relationship across a large number of participants. It consolidates and enhances an extensive body of literature that shows an association between ACEs and individual long-term health conditions, risky health behaviours, and other poor health outcomes.
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Affiliation(s)
- Dhaneesha N S Senaratne
- Chronic Pain Research Group, Division of Population Health & Genomics, School of Medicine, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, UK.
| | - Bhushan Thakkar
- Chronic Pain Research Group, Division of Population Health & Genomics, School of Medicine, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, UK
| | - Blair H Smith
- Chronic Pain Research Group, Division of Population Health & Genomics, School of Medicine, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, UK
| | - Tim G Hales
- Institute of Academic Anaesthesia, Division of Systems Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Louise Marryat
- School of Health Sciences, University of Dundee, Dundee, UK
| | - Lesley A Colvin
- Chronic Pain Research Group, Division of Population Health & Genomics, School of Medicine, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, UK
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Yuan R, Adlimoghaddam A, Zhu Y, Han X, Bartke A. Early Life Interventions: Impact on Aging and Longevity. Aging Dis 2024:AD.202.0516. [PMID: 39325935 DOI: 10.14336/ad.202.0516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 07/05/2024] [Indexed: 09/28/2024] Open
Abstract
Across mammals, lifespans vary remarkably, spanning over a hundredfold difference. Comparative studies consistently reveal a strong inverse relationship between developmental pace and lifespan, hinting at the potential for early-life interventions (ELIs) to influence aging and lifespan trajectories. Focusing on postnatal interventions in mice, this review explores how ELIs influence development, lifespan, and the underlying mechanisms. Previous ELI studies have employed a diverse array of approaches, including dietary modifications, manipulations of the somatotropic axis, and various chemical treatments. Notably, these interventions have demonstrated significant impacts on aging and lifespan in mice. The underlying mechanisms likely involve pathways related to mitochondrial function, mTOR and AMPK signaling, cellular senescence, and epigenetic alterations. Interestingly, ELI studies may serve as valuable models for investigating the complex regulatory mechanisms of development and aging, particularly regarding the interplay among somatic growth, sexual maturation, and lifespan. In addition, prior research has highlighted the intricacies of experimental design and data interpretation. Factors such as timing, sex-specific effects, administration methods, and animal husbandry practices must be carefully considered to ensure the reliability and reproducibility of results, as well as rigorous interpretation. Addressing these factors is essential for advancing our understanding of how development, aging, and lifespan are regulated, potentially opening avenues for interventions that promote healthy aging.
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Affiliation(s)
- Rong Yuan
- Division of Geriatrics Research, Department of Internal Medicine, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
- Department of Medical Microbiology, Immunology and Cell Biology, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
| | - Aida Adlimoghaddam
- Department of Medical Microbiology, Immunology and Cell Biology, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
- Department of Neurology, Center for Alzheimer's Research and Treatment, Neuroscience Institute, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
- Department of Pharmacology, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
| | - Yun Zhu
- Division of Geriatrics Research, Department of Internal Medicine, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
| | - Xiuqi Han
- Division of Geriatrics Research, Department of Internal Medicine, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
- Department of Medical Microbiology, Immunology and Cell Biology, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
| | - Andrzej Bartke
- Division of Geriatrics Research, Department of Internal Medicine, Southern Illinois University School of Medicine, Springfield, IL 62702, USA
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26
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Dye CK, Alschuler DM, Wu H, Duarte C, Monk C, Belsky DW, Lee S, O’Donnell K, Baccarelli AA, Scorza P. Maternal Adverse Childhood Experiences and Biological Aging During Pregnancy and in Newborns. JAMA Netw Open 2024; 7:e2427063. [PMID: 39120899 PMCID: PMC11316241 DOI: 10.1001/jamanetworkopen.2024.27063] [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: 02/20/2024] [Accepted: 06/06/2024] [Indexed: 08/10/2024] Open
Abstract
Importance Adverse childhood experiences (ACEs), potentially traumatic experiences occurring before the age of 18 years, are associated with epigenetic aging later in life and may be transmitted across generations. Objective To test evidence of the transmission of biological embedding of life experience across generations by analyzing maternal ACEs and epigenetic clocks measured in mothers during pregnancy and in their children at birth. Design, Setting, and Participants For this cross-sectional study, data from the Accessible Resource for Integrated Epigenomic Studies (ARIES) substudy of the Avon Longitudinal Study of Parents and Children (ALSPAC) were analyzed. The ALSPAC study recruited 14 541 women who gave birth in the Avon Health District in the UK between April 1, 1991, and December 31, 1992. The ARIES substudy comprised 1018 mother-offspring dyads based on the availability of DNA samples profiled in 2014. Epigenetic age was estimated using DNA methylation-based epigenetic clocks (including Horvath, Hannum, GrimAge, PhenoAge, and DunedinPACE) in mothers during pregnancy and the Knight and Bohlin cord blood epigenetic clocks in newborns. Analyses were performed between October 1, 2022, and November 30, 2023. Exposures A composite measure of maternal ACEs was the primary exposure in both maternal and offspring models; as a secondary analysis, individual ACEs were measured separately. The Edinburgh Postnatal Depression Scale (EPDS) was used to investigate depression during pregnancy as an exposure. Main Outcomes and Measures Changes in epigenetic age acceleration (EAA) were investigated as the primary outcome in maternal models during pregnancy. Changes in epigenetic gestational age acceleration (GAA) were the primary outcome in offspring analyses. Linear regression analyses were used to determine the association between maternal ACEs and both outcomes. Results This study included 883 mother-child dyads. The mean (SD) maternal age at delivery was 29.8 (4.3) years. Pregnant women with higher ACE scores exhibited higher GrimAge EAA (β, 0.22 [95% CI, 0.12 to 0.33] years; P < .001). Maternal ACEs were not associated with GAA in newborns using P < .05 as a cutoff to determine statistical significance. Depression was associated with higher GrimAge EAA (β, 0.06 [95% CI, 0.02 to 0.10] years; P = .01) in mothers during pregnancy, but not in newborns, and did not mediate the association between ACEs and EAA. Conclusions and Relevance The findings of this study suggest that maternal ACEs may be associated with epigenetic aging later in life, including during pregnancy, supporting a role for maternal ACEs in offspring development and health later in life.
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Affiliation(s)
- Christian K. Dye
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York
| | | | - Haotian Wu
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York
| | - Cristiane Duarte
- Division of Behavioral Medicine, New York State Psychiatric Institute, New York
| | - Catherine Monk
- Department of Psychiatry, Columbia University, New York, New York
- Division of Behavioral Medicine, New York State Psychiatric Institute, New York
- Department of Obstetrics and Gynecology, Columbia University, New York, New York
| | - Daniel W. Belsky
- Department of Epidemiology, Butler Columbia Aging Center, Columbia University Mailman School of Public Health, New York, New York
| | - Seonjoo Lee
- Department of Psychiatry, Columbia University, New York, New York
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York
| | - Kieran O’Donnell
- Yale Child Study Center, Yale School of Medicine, New Haven, Connecticut
| | - Andrea A. Baccarelli
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York
| | - Pamela Scorza
- Department of Obstetrics and Gynecology, Columbia University, New York, New York
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27
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Wang Z, Dou Y, Chen L, Feng W, Zou Y, Xiao J, Wang J, Zou Z. Mendelian randomization identifies causal effects of major depressive disorder on accelerated aging. J Affect Disord 2024; 358:422-431. [PMID: 38750800 DOI: 10.1016/j.jad.2024.05.056] [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: 01/13/2024] [Revised: 05/08/2024] [Accepted: 05/09/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND Evidence links major depressive disorder (MDD) with aging, but it's unclear if MDD accelerates aging and what factors mediate this transition. METHODS Two-sample Mendelian randomization (MR) analyses were applied to estimate the causal association between MDD and frailty index (FI), telomere length (TL), and appendicular lean mass (ALM) from available genome-wide association studies in populations of European ancestry. Furthermore, we conducted mediation MR analyses to assess the mediating effects of 31 lifestyle factors or diseases on the causal relationship between MDD and aging. RESULTS MDD was significantly causally associated with increased FI (βIVW = 0.23, 95 % CI = 0.18 to 0.28, p = 1.20 × 10-17), shorter TL (βIVW = -0.04, 95 % CI = -0.07 to -0.01, p = 0.01), and decreased ALM (βIVW = -0.07, 95 % CI = -0.11 to -0.03, p = 3.54 × 10-4). The mediation analysis through two-step MR revealed smoking initiation (9.09 %), hypertension (6.67 %) and heart failure (5.36 %) mediated the causal effect of MDD on FI. Additionally, alcohol use disorders and alcohol dependence on the causal relationship between MDD and TL were found to be 17.52 % and 17.13 % respectively. LIMITATIONS Confounding, statistical power, and Euro-centric focus limit generalization. CONCLUSION Overall, individuals with MDD may be at a higher risk of experiencing premature aging, and this risk is partially influenced by the pathways involving smoking, alcohol use, and cardiovascular health. It underscores the importance of early intervention and comprehensive health management in individuals with MDD to promote healthy aging and overall well-being.
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Affiliation(s)
- Zuxing Wang
- Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China.
| | - Yikai Dou
- Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Lili Chen
- Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Wenqian Feng
- Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Yazhu Zou
- Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Jun Xiao
- Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Jinyu Wang
- Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China
| | - Zhili Zou
- Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu 610072, China; Key Laboratory of Psychosomatic Medicine, Chinese Academy of Medical Sciences, Chengdu 610072, China.
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28
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Apsley AT, Ye Q, Caspi A, Chiaro C, Etzel L, Hastings WJ, Heim CC, Kozlosky J, Noll JG, Schreier HMC, Shenk CE, Sugden K, Shalev I. Cross-Tissue Comparison of Epigenetic Aging Clocks in Humans. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.16.603774. [PMID: 39071385 PMCID: PMC11275734 DOI: 10.1101/2024.07.16.603774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Epigenetic clocks are a common group of tools used to measure biological aging - the progressive deterioration of cells, tissues and organs. Epigenetic clocks have been trained almost exclusively using blood-based tissues but there is growing interest in estimating epigenetic age using less-invasive oral-based tissues (i.e., buccal or saliva) in both research and commercial settings. However, differentiated cell types across body tissues exhibit unique DNA methylation landscapes and age-related alterations to the DNA methylome. Applying epigenetic clocks derived from blood-based tissues to estimate epigenetic age of oral-based tissues may introduce biases. We tested the within-person comparability of common epigenetic clocks across five tissue types: buccal epithelial, saliva, dry blood spots, buffy coat (i.e., leukocytes), and peripheral blood mononuclear cells. We tested 284 distinct tissue samples from 83 individuals aged 9-70 years. Overall, there were significant within-person differences in epigenetic clock estimates from oral-based versus blood-based tissues, with average differences of almost 30 years observed in some age clocks. In addition, most epigenetic clock estimates of blood-based tissues exhibited low correlation with estimates from oral-based tissues despite controlling for cellular proportions and other technical factors. Our findings indicate that application of blood-derived epigenetic clocks in oral-based tissues may not yield comparable estimates of epigenetic age, highlighting the need for careful consideration of tissue type when estimating epigenetic age.
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29
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Bourassa KJ, Sbarra DA. Trauma, adversity, and biological aging: behavioral mechanisms relevant to treatment and theory. Transl Psychiatry 2024; 14:285. [PMID: 38997260 PMCID: PMC11245531 DOI: 10.1038/s41398-024-03004-9] [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: 11/28/2023] [Revised: 06/20/2024] [Accepted: 07/02/2024] [Indexed: 07/14/2024] Open
Abstract
Although stress and adversity are largely universal experiences, people exposed to greater hardship are at increased risk for negative health consequences. Recent studies identify accelerated biological aging as a mechanism that could explain how trauma and adversity gives rise to poor health, and advances in this area of study coincide with technological innovations in the measurement of biological aging, particularly epigenetic profiles consistent with accelerated aging derived from DNA methylation. In this review, we provide an overview of the current literature examining how adversity might accelerate biological aging, with a specific focus on social and health behaviors. The most extensive evidence in this area suggests that health-compromising behaviors, particularly smoking, may partially explain the association between adversity and accelerated aging. Although there is relatively less published support for the role of social behaviors, emerging evidence points to the importance of social connection as a mechanism for future study. Our review highlights the need to determine the extent to which the associations from adversity to accelerated aging are consistent with causal processes. As we consider these questions, the review emphasizes methodological approaches from the causal inference literature that can help deepen our understanding of how stress and trauma might result in poor health. The use of these methodologies will help provide evidence as to which behavioral interventions might slow aging and improve health, particularly among populations that more often experience adversity and trauma.
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Affiliation(s)
- Kyle J Bourassa
- VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham VA Health Care System, Durham, NC, USA.
- Geriatric Research, Education, and Clinical Center, Durham Veteran Affairs (VA) Health Care System, Durham, NC, USA.
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA.
| | - David A Sbarra
- Department of Psychology, University of Arizona, Tucson, AZ, USA
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Murgatroyd C, Salontaji K, Smajlagic D, Page C, Sanders F, Jugessur A, Lyle R, Tsotsi S, Haftorn K, Felix J, Walton E, Tiemeier H, Cecil C, Bekkhus M. Prenatal stress and gestational epigenetic age: No evidence of associations based on a large prospective multi-cohort study. RESEARCH SQUARE 2024:rs.3.rs-4257223. [PMID: 39011115 PMCID: PMC11247928 DOI: 10.21203/rs.3.rs-4257223/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: 07/17/2024]
Abstract
Psychological stress during pregnancy is known to have a range of long-lasting negative consequences on the development and health of offspring. Here, we tested whether a measure of prenatal early-life stress was associated with a biomarker of physiological development at birth, namely epigenetic gestational age, using foetal cord-blood DNA-methylation data. Longitudinal cohorts from the Netherlands (Generation R Study [Generation R], n = 1,396), the UK (British Avon Longitudinal Study of Parents and Children [ALSPAC], n = 642), and Norway (Mother, Father and Child Cohort Study [MoBa], n1 = 1,212 and n2 = 678) provided data on prenatal maternal stress and genome-wide DNA methylation from cord blood and were meta-analysed (pooled n = 3,928). Measures of epigenetic age acceleration were calculated using three different gestational epigenetic clocks: "Bohlin", "EPIC overlap" and "Knight". Prenatal stress exposure, examined as an overall cumulative score, was not significantly associated with epigenetically-estimated gestational age acceleration or deceleration in any of the clocks, based on the results of the pooled meta-analysis or those of the individual cohorts. No significant associations were identified with specific domains of prenatal stress exposure, including negative life events, contextual (socio-economic) stressors, parental risks (e.g., maternal psychopathology) and interpersonal risks (e.g., family conflict). Further, no significant associations were identified when analyses were stratified by sex. Overall, we find little support that prenatal psychosocial stress is associated with variation in epigenetic age at birth within the general paediatric population.
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Brown RL, Alegria KE, Hamlat E, Tomiyama AJ, Laraia B, Crimmins EM, Moffitt TE, Epel ES. Psychosocial Disadvantage During Childhood and Midlife Health: NIMHD Social Epigenomics Program. JAMA Netw Open 2024; 7:e2421841. [PMID: 39073819 PMCID: PMC11287423 DOI: 10.1001/jamanetworkopen.2024.21841] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 03/22/2024] [Indexed: 07/30/2024] Open
Abstract
Importance Low childhood socioeconomic status (SES) is a social hallmark of aging that contributes to adult health disparities and earlier morbidity and mortality. Childhood perceptions of stress are associated with child health outcomes and may contribute to premature biological aging into adulthood. Objective To describe the association of childhood SES and perceived stress with midlife insulin resistance and epigenetic age and to explore whether late adolescent adiposity mediates the observed associations. Design, Setting, and Participants The longitudinal cohort National Heart, Lung, and Blood Institute Growth and Health Study enrolled girls aged 10 years from January 1987 to May 1988, and followed them up to 19 years of age. Participants from Richmond, California, were recruited again at midlife in 2016 to assess insulin resistance and epigenetic age. Analyses were conducted from August 2, 2023, to March 18, 2024. A total of 433 participants were eligible and included in the analyses (specific sample sizes ranged across analyses from 303 to 391). Exposures Childhood levels of SES at 10 years of age (parental educational level and income) and perceived stress at 11 years of age. Main Outcomes and Measures The hypotheses tested were formulated after data collection. Outcomes included the homeostatic model assessment of insulin resistance (HOMA-IR) and the GrimAge and DunedinPACE epigenetic clocks. Waist circumference in late adolescence was tested as a mediator. Results Among the 433 participants, the mean (SD) age was 39.4 (1.2) years; 218 (50.3%) were Black and 215 (49.7%) were White; and 135 (31.2%) had parents with a college degree or higher. Higher parental educational level was associated with lower HOMA-IR (B = -0.22 [95% CI, -0.41 to -0.02]; P = .03), lower midlife GrimAge (B = -1.76 [95% CI, -2.85 to -0.66] years; P = .002), and slower midlife DunedinPACE (B = -0.03 [95% CI, -6.29 to -0.002]; P = .04). Childhood perceived stress was indirectly associated through late adolescent adiposity with midlife HOMA-IR (B = 0.01 [95% CI, 0.001-0.01]; P = .02) and midlife GrimAge (B = 0.02 [95% CI, 0.003-0.04] years; P = .01). Conclusions and Relevance In this longitudinal cohort study of midlife health and aging, childhood social hallmarks of aging were associated with midlife insulin resistance and epigenetic age (GrimAge and DunedinPACE). Future studies should identify malleable factors that may slow the impact of social hallmarks of aging.
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Affiliation(s)
- Ryan L. Brown
- Center for Health and Community, University of California, San Francisco
| | - Katie E. Alegria
- Center for Health and Community, University of California, San Francisco
| | - Elissa Hamlat
- Center for Health and Community, University of California, San Francisco
| | | | - Barbara Laraia
- School of Public Health, University of California, Berkeley
| | - Eileen M. Crimmins
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles
| | - Terrie E. Moffitt
- Department of Psychology and Neuroscience, Duke University, Durham, North Carolina
| | - Elissa S. Epel
- Center for Health and Community, University of California, San Francisco
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Sanderson KR, Wekon-Kemeni C, Charlton JR. From premature birth to premature kidney disease: does accelerated aging play a role? Pediatr Nephrol 2024; 39:2001-2013. [PMID: 37947901 PMCID: PMC11082067 DOI: 10.1007/s00467-023-06208-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 10/17/2023] [Accepted: 10/18/2023] [Indexed: 11/12/2023]
Abstract
As the limits of fetal viability have increased over the past 30 years, there has been a growing body of evidence supporting the idea that chronic disease should be taken into greater consideration in addition to survival after preterm birth. Accumulating evidence also suggests there is early onset of biologic aging after preterm birth. Similarly, chronic kidney disease (CKD) is also associated with a phenotype of advanced biologic age which exceeds chronologic age. Yet, significant knowledge gaps remain regarding the link between premature biologic age after preterm birth and kidney disease. This review summarizes the four broad pillars of aging, the evidence of premature aging following preterm birth, and in the setting of CKD. The aim is to provide additional plausible biologic mechanisms to explore the link between preterm birth and CKD. There is a need for more research to further elucidate the biologic mechanisms of the premature aging paradigm and kidney disease after preterm birth. Given the emerging research on therapies for premature aging, this paradigm could create pathways for prevention of advanced CKD.
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Affiliation(s)
- Keia R Sanderson
- Department of Medicine-Nephrology, University of North Carolina, Chapel Hill, NC, USA.
| | - Christel Wekon-Kemeni
- Department of Pediatrics, University of North Carolina, Chapel Hill, NC, USA
- Division of Pediatric Nephrology, Emory University School of Medicine, and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Jennifer R Charlton
- Department of Pediatrics, Division of Nephrology, University of Virginia, Charlottesville, VA, USA
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Markon KE, Mann F, Freilich C, Cole S, Krueger RF. Associations between epigenetic age acceleration and longitudinal measures of psychosocioeconomic stress and status. Soc Sci Med 2024; 352:116990. [PMID: 38824837 PMCID: PMC11239272 DOI: 10.1016/j.socscimed.2024.116990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 04/10/2024] [Accepted: 05/15/2024] [Indexed: 06/04/2024]
Abstract
Relationships between epigenetic aging markers and psychosocial variables such as socioeconomic status and stress have been well-documented, but are often examined cross-sectionally or retrospectively, and have tended to focus on objective markers of SES or major life events. Here, we examined associations between psychosocial variables, including measures of socioeconomic status and social stress, and epigenetic aging markers in adulthood, using longitudinal data spanning three decades from the Midlife in the United States (MIDUS) study. The largest effects were observed for epigenetic markers of change in health, such as DunedinPACE and GrimAge, and for associations involving education, income, net assets, general social stress, inequality-related stress, and financial stress. Analyses of polygenic indices suggests that at least in the case of education, the link to epigenetic aging cannot be accounted for by common genetic variants.
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Smith AK, Katrinli S, Cobb DO, Goff EG, Simmond M, Christensen GM, Prusisz T, Garth SN, Brashear M, Hüls A, Wolf EJ, Trapido EJ, Rung AL, Nugent NR, Peters ES. Epigenetic Age Acceleration and Disparities in Posttraumatic Stress in Women in Southeast Louisiana: NIMHD Social Epigenomics Program. JAMA Netw Open 2024; 7:e2421884. [PMID: 39073815 PMCID: PMC11287391 DOI: 10.1001/jamanetworkopen.2024.21884] [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: 12/15/2023] [Accepted: 04/23/2024] [Indexed: 07/30/2024] Open
Abstract
Importance Disasters experienced by an entire community provide opportunities to understand individual differences in risk for adverse health outcomes over time. DNA methylation (DNAm) differences may help to distinguish individuals at increased risk following large-scale disasters. Objective To examine the association of epigenetic age acceleration with probable posttraumatic stress disorder (PTSD) and PTSD symptom severity in women. Design, Setting, and Participants This prospective cohort study examined data from participants in the Women and Their Children's Health cohort, who were characterized longitudinally following the Deepwater Horizon oil spill (DHOS) in 2010 and through numerous hurricanes in the Gulf Coast region of the US. Wave 1 occurred August 6, 2012, through June 26, 2014, and wave 2 occurred September 2, 2014, through May 27, 2016. Data were analyzed between August 18 and November 4, 2023. Address-based sampling was used to recruit women aged 18 to 80 years and residing in 1 of the 7 Louisiana parishes surrounding the DHOS-affected region. Recruitment consisted of 2-stage sampling that (1) undersampled the 2 more urban parishes to maximize probability of participant oil exposure and (2) proportionally recruited participants across census tracts in the 5 other parishes closest to the spill. Exposure Posttraumatic stress subsequent to the DHOS. Main Outcome and Measures Epigenetic age acceleration was measured by DNAm assayed from survey wave 1 blood samples. Posttraumatic stress disorder was assessed using the PTSD Checklist for DSM-5 at survey wave 2, and lifetime trauma exposure was assessed using the Life Events Checklist for DSM-5. General linear models were used to examine the association between wave 1 DNAm age and wave 2 probable PTSD diagnosis and symptom severity. Results A total of 864 women (mean [SD] age, 47.1 [12.0] years; 328 Black [38.0%], 19 American Indian [2.2%], 486 White [56.3%], and 30 of other racial groups, including uknown or unreported [3.5%]) were included. Black and American Indian participants had a higher age acceleration at wave 1 compared with White participants (β = 1.64 [95% CI, 1.02-2.45] and 2.34 [95% CI, 0.33-4.34], respectively), and they had higher PTSD symptom severity at wave 2 (β = 7.10 [95% CI, 4.62-9.58] and 13.08 [95% CI, 4.97-21.18], respectively). Epigenetic age acceleration at wave 1 was associated with PTSD symptom severity at wave 2 after adjusting for race, smoking, body mass index, and household income (β = 0.38; 95% CI, 0.11-0.65). Conclusions and Relevance In this cohort study, epigenetic age acceleration was higher in minoritized racial groups and associated with future PTSD diagnosis and severity. These findings support the need for psychoeducation about traumatic responses to increase the likelihood that treatment is sought before years of distress and entrenchment of symptoms and comorbidities occur.
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Affiliation(s)
- Alicia K. Smith
- Department of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
- Department of Human Genetics, School of Medicine, Emory University, Atlanta, Georgia
| | - Seyma Katrinli
- Department of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia
| | - Dawayland O. Cobb
- Department of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia
| | - Evan G. Goff
- Department of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia
| | - Michael Simmond
- Department of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia
| | - Grace M. Christensen
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Tyler Prusisz
- Epidemiology Program, Louisiana State University School of Public Health, New Orleans
| | - Sierra N. Garth
- Epidemiology Department, University of Nebraska Medical Center College of Public Health, Omaha
| | - Meghan Brashear
- Epidemiology Department, University of Nebraska Medical Center College of Public Health, Omaha
| | - Anke Hüls
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Erika J. Wolf
- National Center for PTSD at VA Boston Healthcare System and Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Edward J. Trapido
- Epidemiology Program, Louisiana State University School of Public Health, New Orleans
| | - Ariane L. Rung
- Epidemiology Department, University of Nebraska Medical Center College of Public Health, Omaha
| | - Nicole R. Nugent
- Department of Psychiatry and Human Behavior, Alpert Brown Medical School, Providence, Rhode Island
- Department of Pediatrics, Alpert Brown Medical School, Providence, Rhode Island
- Department of Emergency Medicine, Alpert Brown Medical School, Providence, Rhode Island
| | - Edward S. Peters
- Epidemiology Department, University of Nebraska Medical Center College of Public Health, Omaha
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Bellis MA, Hughes K, Ford K, Sharp C, Hill R. Associations between adverse childhood experiences and trust in health and other information from public services, professionals and wider sources: national cross sectional survey. BMJ PUBLIC HEALTH 2024; 2:e000868. [PMID: 40018105 PMCID: PMC11812900 DOI: 10.1136/bmjph-2023-000868] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 04/30/2024] [Indexed: 03/01/2025]
Abstract
ABSTRACT Introduction Trust in health and other systems can affect uptake of public health advice and engagement with health services. Individuals who had adverse childhood experiences (ACEs) are more likely to experience ill health at earlier ages. Ensuring their engagement with health and other services is important in improving their life course prospects, but little is known about how ACEs affect trust in such services and the information they provide. Methods Data were collected via a national household survey of residents in Wales (aged ≥18 years, n=1880, November 2022-March 2023). Questions measured ACE exposure and trust in health, social, police, charities and government, and health and general information provided by a variety of professionals and sources. Results Individuals with ACEs were more likely to report low trust in health advice from hospital doctors, general practitioners (GPs), nurses, pharmacists, and NHS 111, an online and telephone urgent care service (eg, adjusted low trust prevalence: GPs, 0 ACEs 5.3%, ≥4 ACEs 10.4%; NHS 111, 0 ACEs 11.9%, ≥4 ACEs 24.1%). Low trust in services also increased with ACEs, with low trust in police being 3.8 times more likely with ≥4 ACEs (vs 0 ACEs). The highest adjusted prevalence of low trust in a service was for government, rising from 48.4% (0 ACEs) to 73.7% (≥4 ACEs). Low trust in general advice and information from TV/radio programmes rose from 17.6% (0 ACEs) to 30.1% (≥4 ACEs); low trust in social media was higher with an equivalent rise from 61.6% to 75.6%. Conclusion Breaking intergenerational cycles of ill health and inequity requires engaging and influencing those with ACEs. However, a history of ACEs was associated with lower trust in supporting institutions, systems and professionals. Empirical data on which resources are most trusted by those with ACEs should be used to facilitate better communications with this vulnerable group.
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Affiliation(s)
- Mark A Bellis
- Liverpool John Moores University, Liverpool, UK
- Policy and International Health, WHO Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Wrexham, UK
- College of Medicine and Health, Bangor University, Wrexham, UK
| | - Karen Hughes
- Policy and International Health, WHO Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Wrexham, UK
- College of Medicine and Health, Bangor University, Wrexham, UK
| | - Kat Ford
- College of Medicine and Health, Bangor University, Wrexham, UK
| | - Catherine Sharp
- Policy and International Health, WHO Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Wrexham, UK
| | - Rebecca Hill
- Policy and International Health, WHO Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Wrexham, UK
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Wu D, Qu C, Huang P, Geng X, Zhang J, Shen Y, Rao Z, Zhao J. Better Life's Essential 8 contributes to slowing the biological aging process: a cross-sectional study based on NHANES 2007-2010 data. Front Public Health 2024; 12:1295477. [PMID: 38544722 PMCID: PMC10965682 DOI: 10.3389/fpubh.2024.1295477] [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: 09/16/2023] [Accepted: 02/07/2024] [Indexed: 05/03/2024] Open
Abstract
Objective To investigate the relationship between Life's Essential 8 (LE8) and Phenotypic Age Acceleration (PhenoAgeAccel) in United States adults and to explore the impact of LE8 on phenotypic biological aging, thereby providing references for public health policies and health education. Methods Utilizing data from the National Health and Nutrition Examination Survey (NHANES) conducted between 2007 and 2010, this cross-sectional study analyzed 7,339 adults aged 20 and above. Comprehensive assessments of LE8, PhenoAgeAccel, and research covariates were achieved through the integration of Demographics Data, Dietary Data, Laboratory Data, and Questionnaire Data derived from NHANES. Weighted generalized linear regression models and restricted cubic spline plots were employed to analyze the linear and non-linear associations between LE8 and PhenoAgeAccel, along with gender subgroup analysis and interaction effect testing. Results (1) Dividing the 2007-2010 NHANES cohort into quartiles based on LE8 unveiled significant disparities in age, gender, race, body mass index, education level, marital status, poverty-income ratio, smoking and drinking statuses, diabetes, hypertension, hyperlipidemia, phenotypic age, PhenoAgeAccel, and various biological markers (p < 0.05). Mean cell volume demonstrated no intergroup differences (p > 0.05). (2) The generalized linear regression weighted models revealed a more pronounced negative correlation between higher quartiles of LE8 (Q2, Q3, and Q4) and PhenoAgeAccel compared to the lowest LE8 quartile in both crude and fully adjusted models (p < 0.05). This trend was statistically significant (p < 0.001) in the full adjustment model. Gender subgroup analysis within the fully adjusted models exhibited a significant negative relationship between LE8 and PhenoAgeAccel in both male and female participants, with trend tests demonstrating significant results (p < 0.001 for males and p = 0.001 for females). (3) Restricted cubic spline (RCS) plots elucidated no significant non-linear trends between LE8 and PhenoAgeAccel overall and in gender subgroups (p for non-linear > 0.05). (4) Interaction effect tests denoted no interaction effects between the studied stratified variables such as age, gender, race, education level, and marital status on the relationship between LE8 and PhenoAgeAccel (p for interaction > 0.05). However, body mass index and diabetes manifested interaction effects (p for interaction < 0.05), suggesting that the influence of LE8 on PhenoAgeAccel might vary depending on an individual's BMI and diabetes status. Conclusion This study, based on NHANES data from 2007-2010, has revealed a significant negative correlation between LE8 and PhenoAgeAccel, emphasizing the importance of maintaining a healthy lifestyle in slowing down the biological aging process. Despite the limitations posed by the study's design and geographical constraints, these findings provide a scientific basis for the development of public health policies focused on healthy lifestyle practices. Future research should further investigate the causal mechanisms underlying the relationship between LE8 and PhenoAgeAccel and consider cross-cultural comparisons to enhance our understanding of healthy aging.
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Affiliation(s)
- Dongzhe Wu
- Exercise Biological Center, China Institute of Sport Science, Beijing, China
| | - Chaoyi Qu
- Physical Education College, Hebei Normal University, Shijiazhuang, China
| | - Peng Huang
- Exercise Biological Center, China Institute of Sport Science, Beijing, China
| | - Xue Geng
- Exercise Biological Center, China Institute of Sport Science, Beijing, China
| | | | - Yulin Shen
- Exercise Biological Center, China Institute of Sport Science, Beijing, China
| | - Zhijian Rao
- Exercise Biological Center, China Institute of Sport Science, Beijing, China
- College of Physical Education, Shanghai Normal University, Shanghai, China
| | - Jiexiu Zhao
- Exercise Biological Center, China Institute of Sport Science, Beijing, China
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Graf GHJ, Aiello AE, Caspi A, Kothari M, Liu H, Moffitt TE, Muennig PA, Ryan CP, Sugden K, Belsky DW. Educational Mobility, Pace of Aging, and Lifespan Among Participants in the Framingham Heart Study. JAMA Netw Open 2024; 7:e240655. [PMID: 38427354 PMCID: PMC10907927 DOI: 10.1001/jamanetworkopen.2024.0655] [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: 10/10/2023] [Accepted: 01/04/2024] [Indexed: 03/02/2024] Open
Abstract
Importance People who complete more education live longer lives with better health. New evidence suggests that these benefits operate through a slowed pace of biological aging. If so, measurements of the pace of biological aging could offer intermediate end points for studies of how interventions to promote education will affect healthy longevity. Objective To test the hypothesis that upward educational mobility is associated with a slower pace of biological aging and increased longevity. Design, Setting, and Participants This prospective cohort study analyzed data from 3 generations of participants in the Framingham Heart Study: (1) the original cohort, enrolled beginning in 1948; (2) the Offspring cohort, enrolled beginning in 1971; and (3) the Gen3 cohort, enrolled beginning in 2002. A 3-generation database was constructed to quantify intergenerational educational mobility. Mobility data were linked with blood DNA-methylation data collected from the Offspring cohort in 2005 to 2008 (n = 1652) and the Gen3 cohort in 2009 to 2011 (n = 1449). Follow-up is ongoing. Data analysis was conducted from June 2022 to November 2023 using data obtained from the National Institutes of Health database of Genotypes and Phenotypes (dbGaP). Exposure Educational mobility was measured by comparing participants' educational outcomes with those of their parents. Main Outcomes and Measures The pace of biological aging was measured from whole-blood DNA-methylation data using the DunedinPACE epigenetic clock. For comparison purposes, the analysis was repeated using 4 other epigenetic clocks. Survival follow-up was conducted through 2019. Results This study analyzed data from 3101 participants from the Framingham Heart Study; 1652 were in the Offspring cohort (mean [SD] age, 65.57 [9.22] years; 764 [46.2%] male) and 1449 were in the Gen3 cohort (mean [SD] age, 45.38 [7.83] years; 691 [47.7%] male). Participants who were upwardly mobile in educational terms tended to have slower pace of aging in later life (r = -0.18 [95% CI, -0.23 to -0.13]; P < .001). This pattern of association was similar across generations and held in within-family sibling comparisons. There were 402 Offspring cohort participants who died over the follow-up period. Upward educational mobility was associated with lower mortality risk (hazard ratio, 0.89 [95% CI, 0.81 to 0.98]; P = .01). Slower pace of aging accounted for approximately half of this association. Conclusions and Relevance This cohort study's findings support the hypothesis that interventions to promote educational attainment may slow the pace of biological aging and promote longevity. Epigenetic clocks have potential as near-term outcome measures of intervention effects on healthy aging. Experimental evidence is needed to confirm findings.
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Affiliation(s)
- Gloria H. J. Graf
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
- Robert N. Butler Columbia Aging Center, New York, New York
| | - Allison E. Aiello
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
- Robert N. Butler Columbia Aging Center, New York, New York
| | - Avshalom Caspi
- Department of Psychology & Neuroscience, Duke University, Durham, North Carolina
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
- PROMENTA, University of Oslo, Oslo, Norway
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, & Neuroscience, King’s College London, London, United Kingdom
| | - Meeraj Kothari
- Robert N. Butler Columbia Aging Center, New York, New York
| | - Hexuan Liu
- School of Criminal Justice, University of Cincinnati, Cincinnati, Ohio
- Institute for Interdisciplinary Data Science, University of Cincinnati, Cincinnati, Ohio
| | - Terrie E. Moffitt
- Department of Psychology & Neuroscience, Duke University, Durham, North Carolina
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
- PROMENTA, University of Oslo, Oslo, Norway
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, & Neuroscience, King’s College London, London, United Kingdom
| | - Peter A. Muennig
- Department of Health Policy and Management, Columbia University Mailman School of Public Health, New York, New York
| | - Calen P. Ryan
- Robert N. Butler Columbia Aging Center, New York, New York
| | - Karen Sugden
- Department of Psychology & Neuroscience, Duke University, Durham, North Carolina
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Daniel W. Belsky
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
- Robert N. Butler Columbia Aging Center, New York, New York
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Stanhope KK, Gunderson EP, Suglia SF, Boulet SL, Jamieson DJ, Kiefe CI, Kershaw KN. Understanding the role of childhood nurture, abuse, and stability on gestational diabetes in the Coronary Artery Risk Development in Young Adults study (CARDIA). Ann Epidemiol 2024; 91:30-36. [PMID: 38266664 PMCID: PMC10922764 DOI: 10.1016/j.annepidem.2024.01.007] [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: 10/06/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 01/26/2024]
Abstract
BACKGROUND To estimate associations between facets of the maternal childhood family environment with gestational diabetes (GDM) and to test mediation by pre-pregnancy waist circumference. METHODS We used data from CARDIA, a cohort of individuals aged 18-30 years at baseline (1985-86), followed over 30 years (2016). We included participants with one or more pregnancies ≥ 20 weeks after baseline, without pre-pregnancy diabetes. The primary exposure was the Childhood Family Environment Scale (assessed year 15), including the total score and abuse, nurture, and stability subscales as continuous, separate exposures. The outcome was GDM (self-reported at each visit for each pregnancy). We fit log binomial models with generalized estimating equations to calculate risk ratios (RR) and 95% confidence intervals (CI), adjusting for age at delivery, parity, race (Black or White), and parental education. We used regression models with bootstrapped CIs to test mediation and effect modification by excess abdominal adiposity at the last preconception CARDIA visit (waist circumference ≥ 88 cm). RESULTS We included 1033 individuals (46% Black) with 1836 pregnancies. 130 pregnancies (7.1%) were complicated by GDM. For each 1 point increase on the abuse subscale (e.g., from "rarely or never" to "some or little of the time") there was a 30% increased risk of GDM (RR: 1.3, 95% CI: 1.0, 1.7). There was evidence of effect modification but not mediation by preconception abdominal adiposity. CONCLUSIONS A more adverse childhood family environment was associated with increased risk of GDM, with a stronger association among individuals with preconception waist circumference ≥ 88 cm.
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Affiliation(s)
- Kaitlyn K Stanhope
- Department of Gynecology and Obstetrics, Emory University School of Medicine, USA.
| | - Erica P Gunderson
- Division of Research, Kaiser Permanente Northern California, USA; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, USA
| | - Shakira F Suglia
- Department of Epidemiology, Emory Rolling School of Public Health, USA
| | - Sheree L Boulet
- Department of Gynecology and Obstetrics, Emory University School of Medicine, USA
| | - Denise J Jamieson
- Department of Gynecology and Obstetrics, Emory University School of Medicine, USA
| | - Catarina I Kiefe
- Population and Quantitative Health Sciences, UMass Chan Medical School, USA
| | - Kiarri N Kershaw
- Preventive Medicine, Northwestern Feinberg School of Medicine, USA
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Wu Z, Qu J, Zhang W, Liu GH. Stress, epigenetics, and aging: Unraveling the intricate crosstalk. Mol Cell 2024; 84:34-54. [PMID: 37963471 DOI: 10.1016/j.molcel.2023.10.006] [Citation(s) in RCA: 41] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/09/2023] [Accepted: 10/11/2023] [Indexed: 11/16/2023]
Abstract
Aging, as a complex process involving multiple cellular and molecular pathways, is known to be exacerbated by various stresses. Because responses to these stresses, such as oxidative stress and genotoxic stress, are known to interplay with the epigenome and thereby contribute to the development of age-related diseases, investigations into how such epigenetic mechanisms alter gene expression and maintenance of cellular homeostasis is an active research area. In this review, we highlight recent studies investigating the intricate relationship between stress and aging, including its underlying epigenetic basis; describe different types of stresses that originate from both internal and external stimuli; and discuss potential interventions aimed at alleviating stress and restoring epigenetic patterns to combat aging or age-related diseases. Additionally, we address the challenges currently limiting advancement in this burgeoning field.
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Affiliation(s)
- Zeming Wu
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China; Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China; Beijing Institute for Stem Cell and Regenerative Medicine, Beijing 100101, China
| | - Jing Qu
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China; Beijing Institute for Stem Cell and Regenerative Medicine, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China; State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Weiqi Zhang
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China; China National Center for Bioinformation, Beijing 100101, China; CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100101, China; The Fifth People's Hospital of Chongqing, Chongqing 400062, China.
| | - Guang-Hui Liu
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China; Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing 100101, China; Beijing Institute for Stem Cell and Regenerative Medicine, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China; Advanced Innovation Center for Human Brain Protection and National Clinical Research Center for Geriatric Disorders, Xuanwu Hospital Capital Medical University, Beijing 100053, China; Aging Translational Medicine Center, International Center for Aging and Cancer, Xuanwu Hospital, Capital Medical University, Beijing 100053, China.
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Martinez RAM, Howard AG, Fernández-Rhodes L, Maselko J, Pence BW, Dhingra R, Galea S, Uddin M, Wildman DE, Aiello AE. Does biological age mediate the relationship between childhood adversity and depression? Insights from the Detroit Neighborhood Health Study. Soc Sci Med 2024; 340:116440. [PMID: 38039767 PMCID: PMC10843850 DOI: 10.1016/j.socscimed.2023.116440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/26/2023] [Accepted: 11/15/2023] [Indexed: 12/03/2023]
Abstract
The link between childhood adversity and adulthood depression is well-established; however, the underlying mechanisms are still being explored. Recent research suggests biological age may mediate the relationship between childhood adversity and depression in later life. This study examines if biological age mediates the relationship between childhood adversity and depression symptoms using an expanded set of biological age measures in an urban population-based cohort. Data from waves 1-3 of the Detroit Neighborhood Health Study (DNHS) were used in this analysis. Questions about abuse during childhood were coded to form a childhood adversity score similar to the Adverse Childhood Experience measure. Multiple dimensions of biological age, defined as latent variables, were considered, including systemic biological age (GrimAge, PhenoAge), epigenetic age (Horvath, SkinBlood), and immune age (cytomegalovirus, herpes simplex virus type 1, C-reactive protein, interleukin-6). Depression symptoms, modeled as a latent variable, were captured through the Patient Health Questionnaire-9 (PHQ-9). Models were adjusted for age, gender, race, parent education, and past depressive symptoms. Total and direct effects of childhood adversity on depression symptoms and indirect effects mediated by biological age were estimated. For total and direct effects, we observed a dose-dependent relationship between cumulative childhood adversity and depression symptoms, with emotional abuse being particularly influential. However, contrary to prior studies, in this sample, we found few direct effects of childhood adversity on biological age or biological age on depression symptoms and no evidence of mediation through the measures of biological age considered in this study. Further research is needed to understand how childhood maltreatment experiences are embodied to influence health and wellness.
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Affiliation(s)
- Rae Anne M Martinez
- 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.
| | - Annie Green Howard
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Joanna Maselko
- 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
| | - Brian W Pence
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Radhika Dhingra
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Sandro Galea
- Office of the Dean, School of Public Health, Boston University, Boston, USA
| | - Monica Uddin
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, USA
| | - Derek E Wildman
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, USA
| | - Allison E Aiello
- Department of Epidemiology, Mailman School of Public Health, Columbia, NY, New York, USA; Robert N. Butler Columbia Aging Center, Columbia, NY, New York, USA
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