1
|
Serravalle L, Trespalacios F, Ellenbogen MA. Hypothalamic-pituitary-adrenal axis functioning in offspring of parents with a major affective disorder: a meta-analytic review. Eur Child Adolesc Psychiatry 2025; 34:1249-1265. [PMID: 39207496 DOI: 10.1007/s00787-024-02553-0] [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: 08/30/2023] [Accepted: 08/01/2024] [Indexed: 09/04/2024]
Abstract
Because the offspring of parents with an affective disorder (OAD) are at high risk for developing mental disorders, and persons with an affective disorder (AD) show dysfunctional hypothalamic-pituitary-adrenal (HPA) axis activity, changes in HPA functioning in OAD might be an etiological risk factor that precedes the development of ADs. The primary aim of the meta-analysis was to quantitatively summarize the existing data on different indices of diurnal cortisol in the OAD. The secondary aim was to explore potential moderators of this relation. Following PRISMA guidelines, we included 26 studies (3052 offspring) on diurnal cortisol in our meta-analysis after an initial screening of 3408 articles. Intercept-only and meta-regression models were computed using the robust variance estimation method. Analyses examining mean cortisol levels at discrete timepoints, total cortisol output, and the cortisol rise in response to awakening (CAR) were conducted separately. The results demonstrated that the OAD had higher mean levels of cortisol at different timepoints throughout the day compared to controls (Hedge's g = 0.21). There was evidence of publication bias in studies examining CAR, such that effect sizes were positively biased. The present findings are consistent with a meta-analysis showing elevated cortisol in youth having an AD. Notable limitations across studies include the method of cortisol measurement and assessment of ADs. Altogether, these results highlight the fact that increased cortisol levels may act as a potential neuroendocrine antecedent and/or risk factor for the development of ADs among high risk youth.
Collapse
Affiliation(s)
- Lisa Serravalle
- Department of Psychology, Centre for Research in Human Development, Concordia University, 7141 Sherbrooke W., Montréal, QC, H4B 1R6, Canada
| | - Florencia Trespalacios
- Department of Psychology, Centre for Research in Human Development, Concordia University, 7141 Sherbrooke W., Montréal, QC, H4B 1R6, Canada
| | - Mark A Ellenbogen
- Department of Psychology, Centre for Research in Human Development, Concordia University, 7141 Sherbrooke W., Montréal, QC, H4B 1R6, Canada.
| |
Collapse
|
2
|
Cantave CY, Brendgen M, Lupien S, Dionne G, Vitaro F, Boivin M, Ouellet-Morin I. Concurrent and prospective associations between family socioeconomic status, social support and salivary diurnal and hair cortisol in adolescence. J Child Psychol Psychiatry 2024; 65:298-307. [PMID: 37795803 DOI: 10.1111/jcpp.13893] [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] [Accepted: 08/08/2023] [Indexed: 10/06/2023]
Abstract
BACKGROUND Exposure to socioeconomic adversity is hypothesized to impact hypothalamic-pituitary-adrenal (HPA) axis activity and cortisol secretion, but existing evidence is inconsistent. Yet, few studies have investigated this association using a developmental approach that considers potential protective contextual factors. This study examined the role of stability and changes in family socioeconomic status (SES) in the prediction of multiple cortisol indicators and tested whether social support moderated these associations. METHODS Participants were part of a population-based sample of twin pairs recruited at birth. Family SES was assessed in early childhood (ages 0-5) and mid-adolescence (age 14). Social support was assessed at ages 14 and 19. Diurnal cortisol (n = 569) was measured at age 14 at awakening, 30 min later, in the afternoon and evening over four non-consecutive days. Hair cortisol concentration (HCC, n = 704) was measured at age 19. All data were collected before the pandemic and multilevel regression models were conducted to account for the nested data structure. RESULTS Youth exposed to lower family SES levels in childhood and mid-adolescence had a flatter diurnal slope and higher HCC compared with those who experienced upward socioeconomic mobility in mid-adolescence. Contrastingly, mid-adolescence SES showed no association with the diurnal slope or HCC for youth from higher-SES households in early childhood. Moreover, youth raised in higher-SES families in early childhood had a higher CAR in mid-adolescence if they reported greater social support in mid-adolescence. Social support also moderated the SES-cortisol association in mid-adolescence, with higher-SES youth showing higher awakening cortisol secretion when reporting more social support. CONCLUSIONS Our findings support the hypothesis that early socioeconomic adversity sensitizes HPA axis activity to later socioeconomic disadvantage, which may bear consequences for socioemotional and behavioral functioning.
Collapse
Affiliation(s)
| | - Mara Brendgen
- Department of Psychology, University of Quebec at Montreal, Montréal, QC, Canada
- Sainte-Justine Hospital Research Center, Montréal, QC, Canada
| | - Sonia Lupien
- Research Center of the Montreal Mental Health University Institute, Montréal, QC, Canada
- Centre for Studies on Human Stress, Department Psychiatry, University of Montreal, Montréal, QC, Canada
| | - Ginette Dionne
- School of Psychology, Laval University, Quebec City, QC, Canada
| | - Frank Vitaro
- Sainte-Justine Hospital Research Center, Montréal, QC, Canada
- School of Psychoeducation, University of Montreal, Montréal, QC, Canada
| | - Michel Boivin
- School of Psychology, Laval University, Quebec City, QC, Canada
| | - Isabelle Ouellet-Morin
- School of Criminology, University of Montreal, Montréal, QC, Canada
- Research Center of the Montreal Mental Health University Institute, Montréal, QC, Canada
| |
Collapse
|
3
|
Cantave CY, Brendgen M, Paquin S, Lupien S, Dionne G, Vitaro F, Boivin M, Ouellet-Morin I. The phenotypic associations and gene-environment underpinnings of socioeconomic status and diurnal cortisol secretion in adolescence. Dev Psychopathol 2023; 35:1119-1129. [PMID: 34698624 DOI: 10.1017/s0954579421001048] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
While converging evidence suggests that both environmental and genetic factors underlie variations in diurnal cortisol, the extent to which these sources of influence vary according to socioeconomic status (SES) has seldom been investigated, particularly in adolescence. To investigate whether a distinct genetic and environmental contribution to youth's diurnal cortisol secretion emerges according to family SES and whether the timing of these experiences matters. Participants were 592 twin pairs, who mostly came from middle-income and intact families and for whom SES was measured in childhood and adolescence. Diurnal cortisol was assessed at age 14 at awakening, 30 min later, in the afternoon and evening over four nonconsecutive days. SES-cortisol phenotypic associations were specific to the adolescence period. Specifically, higher awakening cortisol levels were detected in wealthier backgrounds, whereas higher cortisol awakening response (CAR) and diurnal changes were present at both ends of the SES continuum. Moreover, smaller genetic contributions emerged for awakening cortisol in youth from poorer compared to wealthier backgrounds. The results suggest that the relative contribution of inherited factors to awakening cortisol secretion may be enhanced or suppressed depending on the socio-family context, which may help to decipher the mechanisms underlying later adjustment.
Collapse
Affiliation(s)
| | - Mara Brendgen
- Department of Psychology, University of Quebec at Montreal, Canada
| | - Stéphane Paquin
- School of Criminology, University of Montreal, Montreal, Canada
| | - Sonia Lupien
- Research Center of the Montreal Mental Health University Institute, Montreal, Canada
- Centre for Studies on Human Stress, Department of Psychiatry, University of Montreal, Montreal, Canada
| | - Ginette Dionne
- School of Psychology, Laval University, Quebec City, Canada
| | - Frank Vitaro
- School of Psychoeducation, University of Montreal, Montreal, Canada
- Sainte-Justine Hospital Research Center, Montreal, Canada
| | - Michel Boivin
- School of Psychology, Laval University, Quebec City, Canada
| | - Isabelle Ouellet-Morin
- School of Criminology, University of Montreal, Montreal, Canada
- Research Center of the Montreal Mental Health University Institute, Montreal, Canada
| |
Collapse
|
4
|
Brendgen M, Ouellet-Morin I, Cantave CY, Vitaro F, Dionne G, Boivin M. Link Between Peer Victimization in College and Cortisol Secretion: Roles of Genetic Vulnerabilities and Social Support. J Youth Adolesc 2023; 52:76-90. [PMID: 36242698 DOI: 10.1007/s10964-022-01687-1] [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: 07/12/2022] [Accepted: 09/29/2022] [Indexed: 01/07/2023]
Abstract
It is unclear whether peer victimization in college interacts with genetic vulnerabilities or social support in predicting cortisol secretion. This issue was addressed using a sample of 162 Monozygotic and 237 Dizygotic twin pairs (54% females; 86% Whites, 6% Blacks, 6% Asians, 0.3% Native North Americans). At age 19, participants provided hair for cortisol extraction and reported about victimization in college and support by the mother, father, and best friend. Biometric modeling revealed that environmental influences on cortisol secretion were reduced and genetic influences exacerbated when victimization was high. Moderate to high maternal support mitigated the association between victimization and high cortisol secretion. The findings suggest that victimization in college contributes to physical "wear-and-tear", which may be counteracted by social support.
Collapse
Affiliation(s)
- Mara Brendgen
- Department of Psychology, University of Quebec at Montreal, Montréal, QC, Canada. .,Ste-Justine Hospital Research Center, Montreal, QC, Canada.
| | - Isabelle Ouellet-Morin
- School of Criminology, University of Montreal, Montreal, QC, Canada.,Centre for Studies on Human Stress, Montreal Mental Health University Institute, Research Center, Montréal, QC, Canada
| | - Christina Y Cantave
- School of Criminology, University of Montreal, Montreal, QC, Canada.,Centre for Studies on Human Stress, Montreal Mental Health University Institute, Research Center, Montréal, QC, Canada
| | - Frank Vitaro
- Ste-Justine Hospital Research Center, Montreal, QC, Canada.,School of Psycho-Education, University of Montreal, Montreal, QC, Canada
| | - Ginette Dionne
- School of Psychology, Laval University, Quebec, QC, Canada
| | - Michel Boivin
- School of Psychology, Laval University, Quebec, QC, Canada
| |
Collapse
|
5
|
Cantave CY, Brendgen M, Lupien S, Dionne G, Vitaro F, Boivin M, Ouellet-Morin I. Association between the timing of family socioeconomic deprivation and adolescence hair cortisol among adolescent twins: A study of the genetic and environmental processes involved. Psychoneuroendocrinology 2022; 144:105889. [PMID: 35944454 DOI: 10.1016/j.psyneuen.2022.105889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/29/2022] [Accepted: 07/30/2022] [Indexed: 10/16/2022]
Abstract
BACKGROUND While evidence shows that lower socioeconomic status (SES) is related to dysregulated hair cortisol concentration (HCC), the genetic and environmental processes underlying this association remain understudied. OBJECTIVES (1) to examine whether childhood and adolescence SES are phenotypically related to late adolescence HCC and to what extent these associations are explained by common underlying genetic factors (2) to estimate whether the genetic and environmental etiology of HCC varies according to SES and the timing of these experiences. METHODS Participants were 422 twin pairs for whom SES was measured in childhood (ages 0-5 years) and adolescence (age 14 years). Hair cortisol was assessed at age 19. RESULTS Additive genetic factors explained 39% of variability in HCC, whereas nonshared environmental factors accounted for the remaining 61%. A significant negative association emerged between HCC and family SES assessed in adolescence (β=-.11,p = .02), which was entirely explained by common underlying environmental influences. We also found evidence of stronger genetic contributions to HCC among youths who lived in more disadvantaged households during childhood in comparison to those from wealthier backgrounds. CONCLUSIONS This study provides first-time evidence that the association between adolescence SES and HCC is environmentally-explained and that genetic influences underlying HCC are not uniformly distributed across the family SES continuum measured during childhood. These findings may pave the way for a fuller understanding of the impact of early adversity on HPA axis activity.
Collapse
Affiliation(s)
| | - Mara Brendgen
- Department of Psychology, University of Quebec at Montreal, Canada; Sainte-Justine Hospital Research Center, Montreal, Canada
| | - Sonia Lupien
- Research Center of the Montreal Mental Health University Institute, Montreal, Canada; Centre for Studies on Human Stress, Department of Psychiatry, University of Montreal, Montreal, Canada
| | - Ginette Dionne
- School of Psychology, Laval University, Quebec City, Canada
| | - Frank Vitaro
- School of Psychoeducation, University of Montreal, Montreal, Canada; Sainte-Justine Hospital Research Center, Montreal, Canada
| | - Michel Boivin
- School of Psychology, Laval University, Quebec City, Canada
| | - Isabelle Ouellet-Morin
- School of Criminology, University of Montreal, Montreal, Canada; Research Center of the Montreal Mental Health University Institute, Montreal, Canada.
| |
Collapse
|
6
|
Paré-Ruel MP, Brendgen M, Ouellet-Morin I, Lupien S, Vitaro F, Dionne G, Boivin M. Unique and interactive associations of proactive and reactive aggression with cortisol secretion. Horm Behav 2022; 137:105100. [PMID: 34883328 DOI: 10.1016/j.yhbeh.2021.105100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 10/14/2021] [Accepted: 11/25/2021] [Indexed: 11/04/2022]
Abstract
The association between aggressive behaviors and diurnal cortisol levels has been debated over the past two decades, as some studies found a negative link between the two, whereas others reported no or a positive association. One possible explanation for these contradictory results is that past studies failed to distinguish between proactive (PROA) and reactive (REA) aggression. The present study examined the unique and joint associations of PROA and REA with three diurnal cortisol indicators: awakening levels, awakening response, and diurnal change. Participants were 542 youths (55.4% girls) followed longitudinally. Teachers evaluated aggressive behaviors when participants were in Grades 4 and 6. In Grade 8, participants provided four saliva samples (i.e., awakening, 30 min thereafter, late afternoon, and bedtime) on four collection days. Controlling for several confounders, multilevel regression analyses revealed an inverse relation between PROA and the CAR in boys who displayed lower or moderate levels of REA, but not in those who exhibited higher levels of REA. No associations emerged with other cortisol indicators. These results are consistent with reports of lower physiological activity in individuals with PROA and underscore the confounding influence of REA in the association between the CAR and proactive aggression.
Collapse
Affiliation(s)
| | - Mara Brendgen
- Department of Psychology, University of Quebec at Montreal, Montréal, Canada; Ste-Justine Hospital Research Center, Montreal, Quebec, Canada.
| | - Isabelle Ouellet-Morin
- School of Criminology, University of Montreal, Montreal, Canada; Centre for Studies on Human Stress, Research Center of the Montreal Mental Health University Institute, Montréal, Canada
| | - Sonia Lupien
- Centre for Studies on Human Stress, Research Center of the Montreal Mental Health University Institute, Montréal, Canada; Department of Psychiatry, University of Montreal, Montreal, Canada
| | - Frank Vitaro
- Ste-Justine Hospital Research Center, Montreal, Quebec, Canada; School of Psycho-Education, University of Montreal, Montreal, Canada
| | - Ginette Dionne
- Department of Psychology, Laval University, Quebec City, Canada
| | - Michel Boivin
- Department of Psychology, Laval University, Quebec City, Canada
| |
Collapse
|
7
|
Lewis KJS, Gregory AM. Heritability of Sleep and Its Disorders in Childhood and Adolescence. CURRENT SLEEP MEDICINE REPORTS 2021; 7:155-166. [PMID: 34840933 PMCID: PMC8607788 DOI: 10.1007/s40675-021-00216-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2021] [Indexed: 01/23/2023]
Abstract
PURPOSE OF REVIEW This review summarizes recent literature on the heritability of sleep and sleep disorders in childhood and adolescence. We also identify gaps in the literature and priorities for future research. RECENT FINDINGS Findings indicate that age, measurement method, reporter, and timing of sleep measurements can influence heritability estimates. Recent genome-wide association studies (GWAS) have identified differences in the heritability of sleep problems when ancestral differences are considered, but sample sizes are small compared to adult GWAS. Most studies focus on sleep variables in the full range rather than on disorder. Studies using objective measures of sleep typically comprised small samples. SUMMARY Current evidence demonstrates a wide range of heritability estimates across sleep phenotypes in childhood and adolescence, but research in larger samples, particularly using objective sleep measures and GWAS, is needed. Further understanding of environmental mechanisms and the interaction between genes and environment is key for future research.
Collapse
Affiliation(s)
- Katie J. S. Lewis
- Division of Psychological Medicine & Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics & Genomics, Cardiff University School of Medicine, Hadyn Ellis Building, Maindy Road, CF24 4HQ Cardiff, UK
| | - Alice M. Gregory
- Department of Psychology, Goldsmiths, University of London, London, UK
| |
Collapse
|
8
|
Runze J, Euser S, Oosterman M, Dolan CV, Koopman-Verhoeff ME, Bakermans-Kranenburg MJ. Actigraphic sleep and cortisol in middle childhood: A multivariate behavioral genetics model. COMPREHENSIVE PSYCHONEUROENDOCRINOLOGY 2021; 8:100094. [PMID: 35757668 PMCID: PMC9216557 DOI: 10.1016/j.cpnec.2021.100094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 08/09/2021] [Accepted: 10/11/2021] [Indexed: 11/30/2022] Open
Abstract
To date, behavioral genetic studies investigated either sleep or cortisol levels in middle childhood, but not both simultaneously. Therefore, a pertinent question is the degree to which genetic factors and environmental factor contribute to the correlation between sleep and cortisol levels. To address this question, we employed the classical twin design. We measured sleep in 6-9-year-old twins (N = 436 twin pairs, “Together Unique” study) over four consecutive nights using actigraphy, and we measured morning cortisol on two consecutive days. Sleep duration, sleep efficiency, and wake episodes were used as indicators of sleep. Morning cortisol level was used as cortisol indicator. A structural equation model was fitted to estimate the contribution of additive genetic effects (A), shared (common) environmental effects, (C) and unique environmental effects (E) to phenotypic variances and covariances. Age, cohort, and sex were included as covariates. The heritability of sleep duration, sleep efficiency, and wake episodes were 52%, 45%, and 55%, respectively. Common environmental factors played no significant role. High genetic correlations between sleep duration and sleep efficiency and high genetic correlations between sleep efficiency and wake episodes were found. Shared environmental (29%) and unique environmental factors (53%) explained the variance in morning cortisol levels. Because the sleep and cortisol measures were found to be uncorrelated, we did not consider genetic and environmental contributions to the association between the sleep and cortisol measures. Our findings indicate that sleep duration, sleep efficiency, and wake episodes in children are mostly impacted by genetic factors and by unique environmental factors (including measurement error). Sleep duration, efficiency and wake episodes are moderately heritable. A high genetic correlation underlies sleep duration and sleep efficiency. A high genetic correlation underlies sleep efficiency and wake episodes. Cortisol and sleep were not (genetically) correlated.
Collapse
|
9
|
Iob E, Baldwin JR, Plomin R, Steptoe A. Adverse childhood experiences, daytime salivary cortisol, and depressive symptoms in early adulthood: a longitudinal genetically informed twin study. Transl Psychiatry 2021; 11:420. [PMID: 34354040 PMCID: PMC8342545 DOI: 10.1038/s41398-021-01538-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 07/12/2021] [Accepted: 07/23/2021] [Indexed: 12/26/2022] Open
Abstract
Dysregulated hypothalamic-pituitary-adrenal (HPA)-axis function might underlie the relationship between adverse childhood experiences (ACEs) and depression. However, limited research has examined the possible mediating role of the HPA-axis among young people using longitudinal data. Moreover, it remains unclear whether genetic influences could contribute to these associations. Participants were 290 children from the Twins Early Development Study. ACEs were assessed from age 3-11 years. We calculated a cumulative risk score and also derived different ACEs clusters using factor analysis and latent class analysis. HPA-axis activity was indexed by daytime salivary cortisol at age 11. Depressive symptoms were ascertained at age 21. Genetic liability to altered cortisol levels and elevated depressive symptoms was measured using a twin-based method. We performed causal mediation analysis with mixed-effects regression models. The results showed that ACEs cumulative exposure (b = -0.20, p = 0.03), bullying (b = -0.61, p = 0.01), and emotional abuse (b = -0.84, p = 0.02) were associated with lower cortisol levels at age 11. Among participants exposed to multiple ACEs, lower cortisol was related to higher depressive symptoms at age 21 (b = -0.56, p = 0.05). Lower cortisol levels mediated around 10-20% of the total associations of ACEs cumulative exposure, bullying, and dysfunctional parenting/emotional abuse with higher depressive symptoms. Genetic factors contributed to these associations, but the mediation effects of cortisol in the associations of ACEs cumulative exposure (b = 0.16 [0.02-0.34]) and bullying (b = 0.18 [0.01-0.43]) remained when genetic confounding was accounted for. In conclusion, ACEs were linked to elevated depressive symptoms in early adulthood partly through lower cortisol levels in early adolescence, and these relationships were independent of genetic confounding.
Collapse
Affiliation(s)
- Eleonora Iob
- Research Department of Behavioural Science and Health, Institute of Epidemiology and Healthcare, University College London, London, UK.
| | - Jessie R. Baldwin
- grid.83440.3b0000000121901201Division of Psychology and Language Sciences, University College London, London, UK ,grid.13097.3c0000 0001 2322 6764Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King’s College London, London, UK
| | - Robert Plomin
- grid.13097.3c0000 0001 2322 6764Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King’s College London, London, UK
| | - Andrew Steptoe
- grid.83440.3b0000000121901201Research Department of Behavioural Science and Health, Institute of Epidemiology and Healthcare, University College London, London, UK
| |
Collapse
|
10
|
van Keulen BJ, Dolan CV, Andrew R, Walker BR, Hulshoff Pol HE, Boomsma DI, Rotteveel J, Finken MJJ. Heritability of Cortisol Production and Metabolism Throughout Adolescence. J Clin Endocrinol Metab 2020; 105:5586817. [PMID: 31608377 PMCID: PMC7046020 DOI: 10.1210/clinem/dgz016] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 09/25/2019] [Indexed: 12/12/2022]
Abstract
CONTEXT Inter-individual differences in cortisol production and metabolism emerge with age and may be explained by genetic factors. OBJECTIVE To estimate the relative contributions of genetic and environmental factors to inter-individual differences in cortisol production and metabolism throughout adolescence. DESIGN Prospective follow-up study of twins. SETTING Nationwide register. PARTICIPANTS 218 mono- and dizygotic twins (N = 109 pairs) born between 1995 amd 1996, recruited from the Netherlands Twin Register. Cortisol metabolites were determined in 213, 169, and 160 urine samples at the ages of 9, 12, and 17, respectively. MAIN OUTCOME MEASURES The total contribution of genetic factors (broad-sense heritability) and shared and unshared environmental influences to inter-individual differences in cortisol production and activities of 5α-reductase, 5β-reductase, and 11β-hydroxysteroid dehydrogenases and cytochrome P450 3A4. RESULTS For cortisol production rate at the ages of 9, 12, and 17, broad-sense heritability was estimated as 42%, 30%, and 0%, respectively, and the remainder of the variance was explained by unshared environmental factors. For cortisol metabolism indices, the following heritability was observed: for the A-ring reductases (5α-and 5β-reductases), broad-sense heritability increased with age (to >50%), while for the other indices (renal 11β-HSD2, global 11β-HSD, and CYP3A4), the contribution of genetic factors was highest (68%, 18%, and 67%, respectively) at age 12. CONCLUSIONS The contribution of genetic factors to inter-individual differences in cortisol production decreased between 12 and 17y, indicative of a predominant role of individual circumstances. For cortisol metabolism, distinct patterns of genetic and environmental influences were observed, with heritability that either increased with age or peaked at age 12y.
Collapse
Affiliation(s)
- Britt J van Keulen
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Endocrinology, Amsterdam, The Netherlands
- Correspondence and Requests: Britt J van Keulen, MD, Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric endocrinology, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands. E-mail:
| | - Conor V Dolan
- Department of Biological Psychology, Vrije Universiteit Amsterdam, The Netherlands
| | - Ruth Andrew
- Centre for Cardiovascular Science, University of Edinburgh, Queen’s Medical Research Institute, Edinburgh, UK
| | - Brian R Walker
- Centre for Cardiovascular Science, University of Edinburgh, Queen’s Medical Research Institute, Edinburgh, UK
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Hilleke E Hulshoff Pol
- Department of Psychiatry, Brian Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Dorret I Boomsma
- Department of Biological Psychology, Vrije Universiteit Amsterdam, The Netherlands
| | - Joost Rotteveel
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Endocrinology, Amsterdam, The Netherlands
| | - Martijn J J Finken
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Endocrinology, Amsterdam, The Netherlands
| |
Collapse
|
11
|
Abstract
This paper is a revised and updated edition of a previous description of the Quebec Newborn Twin Study (QNTS), an ongoing prospective longitudinal follow-up of a birth cohort of twins born between 1995 and 1998 in the greater Montreal area, Québec, Canada. The goal of QNTS is to document individual differences in the cognitive, behavioral, and social-emotional aspects of developmental health across childhood, their early genetic and environmental determinants, as well as their putative role in later social-emotional adjustment, school, health, and occupational outcomes. A total of 662 families of twins were initially assessed when the twins were aged 6 months. These twins and their family were then followed regularly. QNTS now has 16 waves of data collected or planned, including 5 in preschool. Over the last 24 years, a broad range of physiological, cognitive, behavioral, school, and health phenotypes were documented longitudinally through multi-informant and multimethod measurements. QNTS also entails extended and detailed multilevel assessments of proximal (e.g., parenting behaviors, peer relationships) and distal (e.g., family income) features of the child's environment. QNTS children and a subset of their parents have been genotyped, allowing for the computation of a variety of polygenic scores. This detailed longitudinal information makes QNTS uniquely suited for the study of the role of the early years and gene-environment transactions in development.
Collapse
|
12
|
Rietschel L, Streit F, Zhu G, McAloney K, Frank J, Couvy-Duchesne B, Witt SH, Binz TM, McGrath J, Hickie IB, Hansell NK, Wright MJ, Gillespie NA, Forstner AJ, Schulze TG, Wüst S, Nöthen MM, Baumgartner MR, Walker BR, Crawford AA, Colodro-Conde L, Medland SE, Martin NG, Rietschel M. Hair Cortisol in Twins: Heritability and Genetic Overlap with Psychological Variables and Stress-System Genes. Sci Rep 2017; 7:15351. [PMID: 29127340 PMCID: PMC5703444 DOI: 10.1038/s41598-017-11852-3] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 08/30/2017] [Indexed: 12/19/2022] Open
Abstract
Hair cortisol concentration (HCC) is a promising measure of long-term hypothalamus-pituitary-adrenal (HPA) axis activity. Previous research has suggested an association between HCC and psychological variables, and initial studies of inter-individual variance in HCC have implicated genetic factors. However, whether HCC and psychological variables share genetic risk factors remains unclear. The aims of the present twin study were to: (i) assess the heritability of HCC; (ii) estimate the phenotypic and genetic correlation between HPA axis activity and the psychological variables perceived stress, depressive symptoms, and neuroticism; using formal genetic twin models and molecular genetic methods, i.e. polygenic risk scores (PRS). HCC was measured in 671 adolescents and young adults. These included 115 monozygotic and 183 dizygotic twin-pairs. For 432 subjects PRS scores for plasma cortisol, major depression, and neuroticism were calculated using data from large genome wide association studies. The twin model revealed a heritability for HCC of 72%. No significant phenotypic or genetic correlation was found between HCC and the three psychological variables of interest. PRS did not explain variance in HCC. The present data suggest that HCC is highly heritable. However, the data do not support a strong biological link between HCC and any of the investigated psychological variables.
Collapse
Affiliation(s)
- Liz Rietschel
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy, Research Department, University of Bern, Bern, Switzerland.
- SRH University Heidelberg, Academy for Psychotherapy, Heidelberg, Germany.
| | - Fabian Streit
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Gu Zhu
- Genetics & Computational Biology Department, QIMR Berghofer Medical Research, Brisbane, Australia
| | - Kerrie McAloney
- Genetics & Computational Biology Department, QIMR Berghofer Medical Research, Brisbane, Australia
| | - Josef Frank
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Baptiste Couvy-Duchesne
- Genetics & Computational Biology Department, QIMR Berghofer Medical Research, Brisbane, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
| | - Stephanie H Witt
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Tina M Binz
- Zurich Institute of Forensic Medicine, Centre for Forensic Hair Analysis, University of Zurich, Zurich, Switzerland
| | - John McGrath
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
- Queensland Centre for Mental Health Research, The Park Centre for Mental Health, Wacol, Australia
- National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
| | - Ian B Hickie
- Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Narelle K Hansell
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
| | - Margaret J Wright
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
- Centre for Advanced Imaging, University of Queensland, Brisbane, Australia
| | - Nathan A Gillespie
- Genetics & Computational Biology Department, QIMR Berghofer Medical Research, Brisbane, Australia
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Andreas J Forstner
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Life & Brain Center, Department of Genomics, University of Bonn, Bonn, Germany
- Department of Psychiatry (UPK), University of Basel, Basel, Switzerland
- Human Genomics Research Group, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Thomas G Schulze
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, USA
- Institute of Psychiatric Phenomics and Genomics (IPPG), Medical Center of the University of Munich, Campus Innenstadt, Munich, DE, Germany
- Human Genetics Branch, NIMH Division of Intramural Research Programs, Bethesda, USA
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Goettingen, DE, Germany
| | - Stefan Wüst
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Institute of Experimental Psychology, University of Regensburg, Regensburg, Germany
| | - Markus M Nöthen
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Life & Brain Center, Department of Genomics, University of Bonn, Bonn, Germany
| | - Markus R Baumgartner
- Zurich Institute of Forensic Medicine, Centre for Forensic Hair Analysis, University of Zurich, Zurich, Switzerland
| | - Brian R Walker
- British Heart Foundation Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Andrew A Crawford
- British Heart Foundation Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
- Medical Research Council Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Lucía Colodro-Conde
- Genetics & Computational Biology Department, QIMR Berghofer Medical Research, Brisbane, Australia
| | - Sarah E Medland
- Genetics & Computational Biology Department, QIMR Berghofer Medical Research, Brisbane, Australia
| | - Nicholas G Martin
- Genetics & Computational Biology Department, QIMR Berghofer Medical Research, Brisbane, Australia
| | - Marcella Rietschel
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| |
Collapse
|
13
|
Does cortisol moderate the environmental association between peer victimization and depression symptoms? A genetically informed twin study. Psychoneuroendocrinology 2017. [PMID: 28651103 DOI: 10.1016/j.psyneuen.2017.06.014] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Many youths who are victimized by peers suffer from depression symptoms. However, not all bullying victims show depression symptoms and individuals' biological sensitivity may play an important moderating role in this regard. In line with this notion, peer victimization has been associated with increased depressive symptoms in youth with higher basal cortisol secretion. It is unclear, however, whether this moderating effect of cortisol really concerns the environmental effect of peer victimization on depression. Indeed, genetic factors can also influence individuals' environmental experiences, including peer victimization, and part of these genetic factors may be those associated with depression. Using a genetically informed design based on 159 monozygotic and 120 dizygotic twin pairs (52% girls) assessed at age 14 years, this study examined whether cortisol secretion moderates the environmental or the genetic association between peer victimization and depression symptoms. Salivary cortisol at awakening was obtained with buccal swabs during four school week days. Peer victimization and depression were assessed via self-reports. Cholesky modeling revealed that peer victimization was associated with depression symptoms via both genetic and environmental pathways. Moreover, the environmental association between peer victimization and depression symptoms steadily increased with increasing levels of morning cortisol. The genetic association between peer victimization and depression symptoms also varied, albeit less, as a function of individuals' cortisol secretion. These findings support the hypothesis that peer victimization increases internalizing psychopathology mainly in youth with heightened biological reactivity to environmental conditions.
Collapse
|
14
|
St. John AM, Kao K, Liederman J, Grieve PG, Tarullo AR. Maternal cortisol slope at 6 months predicts infant cortisol slope and EEG power at 12 months. Dev Psychobiol 2017; 59:787-801. [PMID: 28686284 PMCID: PMC6076989 DOI: 10.1002/dev.21540] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 05/10/2017] [Accepted: 06/10/2017] [Indexed: 01/01/2023]
Abstract
Physiological stress systems and the brain rapidly develop through infancy. While the roles of caregiving and environmental factors have been studied, implications of maternal physiological stress are unclear. We assessed maternal and infant diurnal cortisol when infants were 6 and 12 months. We measured 12-month infant electroencephalography (EEG) 6-9 Hz power during a social interaction. Steeper 6-month maternal slope predicted steeper 12-month infant slope controlling for 6-month infant slope and breastfeeding. Steeper 6-month maternal slope predicted lower 6-9 Hz power. Six-month maternal area under the cuve (AUCg) was unrelated to 12-month infant AUCg and 6-9 Hz power. Psychosocial, caregiving, and breastfeeding variables did not explain results. At 6 months, maternal and infant slopes correlated, as did maternal and infant AUCg. Twelve-month maternal and infant cortisol were unrelated. Results indicate maternal slope is an informative predictor of infant physiology and suggest the importance of maternal physiological stress in this developmental period.
Collapse
Affiliation(s)
- Ashley M. St. John
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02215, , , ,
| | - Katie Kao
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02215, , , ,
| | - Jacqueline Liederman
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02215, , , ,
| | - Philip G. Grieve
- Departments of Pediatrics and Biomedical Engineering, Columbia University Medical Center, New York, NY 10032,
| | - Amanda R. Tarullo
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02215, , , ,
| |
Collapse
|
15
|
Brendgen M, Ouellet-Morin I, Lupien SJ, Vitaro F, Dionne G, Boivin M. Environmental influence of problematic social relationships on adolescents' daily cortisol secretion: a monozygotic twin-difference study. Psychol Med 2017; 47:460-470. [PMID: 27766994 DOI: 10.1017/s003329171600252x] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND This study investigated the potential environmental effects of peer victimization and the quality of relationships with parents and friends on diurnal cortisol secretion in mid-adolescence. METHOD This study used the monozygotic (MZ) twin-difference design to control for genetic effects and thus estimate the unique environmental influences on diurnal cortisol. Participants were 136 MZ twin pairs (74 female pairs) for whom cortisol was assessed four times per day over four collection days grouped in a 2-week period in grade 8 (mean age = 14.07 years). Participants also provided self-reports of peer victimization from grade 4 to grade 8 and of the relationship quality with the mother, father and best friend in grade 8. RESULTS The expected pattern of diurnal cortisol secretion was observed, with high levels at awakening followed by an increase 30 min later and a progressive decrease subsequently. Controlling for a host of confounders, only within-twin pair differences in peer victimization and a problematic relationship with the mother were significantly linked to twin differences in diurnal cortisol secretion. Specifically, whereas a more problematic mother-child relationship was associated with morning cortisol secretion, peer victimization was linked to cortisol secretion later in the day (diurnal slope). CONCLUSIONS Controlling for genetic influences and other confounders, stressful relationships with peers and the mother exert unique and time-specific environmental influences on the pattern of diurnal cortisol secretion in mid-adolescence.
Collapse
Affiliation(s)
- M Brendgen
- University of Quebec at Montreal and Ste-Justine Hospital Research Center,Montreal, Quebec,Canada
| | - I Ouellet-Morin
- University of Montreal and Montreal Mental Health University Institute,Montreal, Quebec,Canada
| | - S J Lupien
- University of Montreal and Montreal Mental Health University Institute,Montreal, Quebec,Canada
| | - F Vitaro
- University of Montreal and Ste-Justine Hospital Research Center,Montreal, Quebec,Canada
| | - G Dionne
- Laval University,Quebec City, Quebec,Canada
| | - M Boivin
- Laval University,Quebec City, Quebec,Canada
| |
Collapse
|