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Hannigan LJ, Lund IO, Dahl Askelund A, Ystrom E, Corfield EC, Ask H, Havdahl A. Genotype-environment interplay in associations between maternal drinking and offspring emotional and behavioral problems. Psychol Med 2024; 54:203-214. [PMID: 37929303 DOI: 10.1017/s0033291723003057] [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] [Indexed: 11/07/2023]
Abstract
BACKGROUND While maternal at-risk drinking is associated with children's emotional and behavioral problems, there is a paucity of research that properly accounts for genetic confounding and gene-environment interplay. Therefore, it remains uncertain what mechanisms underlie these associations. We assess the moderation of associations between maternal at-risk drinking and childhood emotional and behavioral problems by common genetic variants linked to environmental sensitivity (genotype-by-environment [G × E] interaction) while accounting for shared genetic risk between mothers and offspring (GE correlation). METHODS We use data from 109 727 children born to 90 873 mothers enrolled in the Norwegian Mother, Father, and Child Cohort Study. Women self-reported alcohol consumption and reported emotional and behavioral problems when children were 1.5/3/5 years old. We included child polygenic scores (PGSs) for traits linked to environmental sensitivity as moderators. RESULTS Associations between maternal drinking and child emotional (β1 = 0.04 [95% confidence interval (CI) 0.03-0.05]) and behavioral (β1 = 0.07 [0.06-0.08]) outcomes attenuated after controlling for measured confounders and were almost zero when we accounted for unmeasured confounding (emotional: β1 = 0.01 [0.00-0.02]; behavioral: β1 = 0.01 [0.00-0.02]). We observed no moderation of these adjusted exposure effects by any of the PGS. CONCLUSIONS The lack of strong evidence for G × E interaction may indicate that the mechanism is not implicated in this kind of intergenerational association. It may also reflect insufficient power or the relatively benign nature of the exposure in this sample.
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Affiliation(s)
- Laurie John Hannigan
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- MRC (Medical Research Council) Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Ingunn Olea Lund
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Adrian Dahl Askelund
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
| | - Eivind Ystrom
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- PROMENTA, Department of Psychology, University of Oslo, Oslo, Norway
- School of Pharmacy, University of Oslo, Oslo, Norway
| | - Elizabeth C Corfield
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
| | - Helga Ask
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- PROMENTA, Department of Psychology, University of Oslo, Oslo, Norway
| | - Alexandra Havdahl
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
- MRC (Medical Research Council) Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- PROMENTA, Department of Psychology, University of Oslo, Oslo, Norway
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Torres C, Caetano SC, Sanchez ZM, Ribeiro MV, Molino AR, Surkan PJ, Martins SS, Fidalgo TM. Are Social Vulnerability and Family Social Support Associated with Children's Psychiatric Symptoms? Child Psychiatry Hum Dev 2023; 54:1823-1832. [PMID: 35704135 DOI: 10.1007/s10578-022-01373-0] [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] [Accepted: 05/09/2022] [Indexed: 11/30/2022]
Abstract
Social influence can shape early childhood at different levels. We explored the association between social vulnerability and lifetime caregiver alcohol use with children's psychiatric symptoms. Multivariable logistic regression assessed the association between child psychiatric symptoms and social vulnerability among 1275 preschool child-caregiver pairs with lifetime caregiver alcohol used as a control variable. Of the children, 15.78% (95% CI 15.17-16.42) had internalizing symptoms, 2.49% (95% CI 2.19-2.83) had externalizing symptoms, and 9.36% (95% CI 8.88-9.86) had internalizing/externalizing symptoms. High social vulnerability was positively correlated with internalizing (aRRR 1.54; 95% CI 1.41-1.68) and internalizing/externalizing symptoms (aRRR 1.77; 95% CI 1.58-2.00). Low family support was strongly associated with internalizing/externalizing symptoms (aRRR 2.60; 95% CI 2.20-3.10). Lifetime caregiver alcohol use was positively correlated with all three psychiatric symptoms (aRRR 1.33; 95% CI 1.18-1.51; aRRR 1.13; 95% CI 1.06-1.59; and aRRR 1.26; 95% CI 1.12-1.42). Their association with children's mental health outcomes calls for social policy changes at the macrosystem level.
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Affiliation(s)
- Carolina Torres
- Heilbrunn Department of Population and Family Health, Columbia University Mailman School of Public Health, New York, NY, USA.
| | - Sheila C Caetano
- Department of Psychiatry, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Zila M Sanchez
- Department of Preventive Medicine, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Marcos V Ribeiro
- Department of Psychiatry, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Andrea R Molino
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Pamela J Surkan
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Thiago M Fidalgo
- Department of Psychiatry, Universidade Federal de São Paulo, São Paulo, Brazil
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Eilertsen EM, Cheesman R, Ayorech Z, Røysamb E, Pingault J, Njølstad PR, Andreassen OA, Havdahl A, McAdams TA, Torvik FA, Ystrøm E. On the importance of parenting in externalizing disorders: an evaluation of indirect genetic effects in families. J Child Psychol Psychiatry 2022; 63:1186-1195. [PMID: 35778910 PMCID: PMC9796091 DOI: 10.1111/jcpp.13654] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/08/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Theoretical models of the development of childhood externalizing disorders emphasize the role of parents. Empirical studies have not been able to identify specific aspects of parental behaviors explaining a considerable proportion of the observed individual differences in externalizing problems. The problem is complicated by the contribution of genetic factors to externalizing problems, as parents provide both genes and environments to their children. We studied the joint contributions of direct genetic effects of children and the indirect genetic effects of parents through the environment on externalizing problems. METHODS The study used genome-wide single nucleotide polymorphism data from 9,675 parent-offspring trios participating in the Norwegian Mother Father and child cohort study. Based on genomic relatedness matrices, we estimated the contribution of direct genetic effects and indirect maternal and paternal genetic effects on ADHD, conduct and disruptive behaviors at 8 years of age. RESULTS Models including indirect parental genetic effects were preferred for the ADHD symptoms of inattention and hyperactivity, and conduct problems, but not oppositional defiant behaviors. Direct genetic effects accounted for 11% to 24% of the variance, whereas indirect parental genetic effects accounted for 0% to 16% in ADHD symptoms and conduct problems. The correlation between direct and indirect genetic effects, or gene-environment correlations, decreased the variance with 16% and 13% for conduct and inattention problems, and increased the variance with 6% for hyperactivity problems. CONCLUSIONS This study provides empirical support to the notion that parents have a significant role in the development of childhood externalizing behaviors. The parental contribution to decrease in variation of inattention and conduct problems by gene-environment correlations would limit the number of children reaching clinical ranges in symptoms. Not accounting for indirect parental genetic effects can lead to both positive and negative bias when identifying genetic variants for childhood externalizing behaviors.
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Affiliation(s)
- Espen M. Eilertsen
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway,Centre for Fertility and HealthNorwegian Institute of Public HealthOsloNorway
| | - Rosa Cheesman
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway
| | - Ziada Ayorech
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway
| | - Espen Røysamb
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway
| | - Jean‐Baptiste Pingault
- Division of Psychology and Language SciencesUniversity College LondonLondonUK,MRC Social, Genetic and Developmental Psychiatry CentreInstitute of Psychiatry, King's CollegeLondonUK
| | - Pål R. Njølstad
- Department of Clinical Science, Center for Diabetes ResearchUniversity of BergenBergenNorway,Children and Youth ClinicHaukeland University HospitalBergenNorway
| | - Ole A. Andreassen
- Division of Mental Health and Addiction, NORMENTOslo University HospitalOsloNorway,Institute of Clinical MedicineUniversity of OsloOsloNorway
| | - Alexandra Havdahl
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway,Department of Mental DisordersNorwegian Institute of Public HealthOsloNorway,Nic Waals Institute, Lovisenberg Diaconal HospitalOsloNorway
| | - Tom A. McAdams
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway,Social, Genetic and Developmental Psychiatry CentreInstitute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
| | - Fartein A. Torvik
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway,Centre for Fertility and HealthNorwegian Institute of Public HealthOsloNorway
| | - Eivind Ystrøm
- Department of Psychology, PROMENTA Research CenterUniversity of OsloOsloNorway,Department of Mental DisordersNorwegian Institute of Public HealthOsloNorway,School of PharmacyUniversity of OsloOsloNorway
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Raess M, Valeria Maria Brentani A, Flückiger B, Ledebur de Antas de Campos B, Fink G, Röösli M. Association between community noise and children's cognitive and behavioral development: A prospective cohort study. ENVIRONMENT INTERNATIONAL 2022; 158:106961. [PMID: 34739922 DOI: 10.1016/j.envint.2021.106961] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 10/08/2021] [Accepted: 10/23/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Noise exposure has been associated with adverse cognitive and behavioral outcomes in children, but evidence on longitudinal associations between community noise and child development in low- and middle-income countries is rare. We investigated associations between community noise and behavioral and cognitive development in preschool children in São Paulo. METHODS We linked child development data from the São Paulo Western Region Birth Cohort with average (Lden) and night-time (Lnight) community noise exposure at children's home, estimated by means of a land use regression model using various predictors (roads, schools, greenness, residential and informal settlements). Outcomes were the Strengths and Difficulties Questionnaire (SDQ) and Regional Project on Child Development Indicators (PRIDI) at 3 years of age and the Child Behavior Checklist (CBCL) and International Development and Early Learning Assessment (IDELA) at 6 years of age. We investigated the relationship between noise exposure and development using cross-sectional and longitudinal regression models. RESULTS Data from 3385 children at 3 years of age and 1546 children at 6 years of age were analysed. Mean Lden and Lnight levels were 70.3 dB and 61.2 dB, respectively. In cross-sectional analyses a 10 dB increase of Lden above 70 dB was associated with a 32% increase in the odds of borderline or abnormal SDQ total difficulties score (OR = 1.32, 95% CI: 1.04; 1.68) and 0.72 standard deviation (SD) increase in the CBCL total problems z-score (95% CI: 0.55; 0.88). No cross-sectional association was found for cognitive development. In longitudinal analyses, each 10 dB increase was associated with a 0.52 SD increase in behavioral problems (95% CI: 0.28; 0.77) and a 0.27 SD decrease in cognition (95%-CI: 0.55; 0.00). Results for Lnight above 60 dB were similar. DISCUSSION Our findings suggest that community noise exposure above Lden of 70 dB and Lnight of 60 dB may impair behavioral and cognitive development of preschool children.
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Affiliation(s)
- Michelle Raess
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | | | - Benjamin Flückiger
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Bartolomeu Ledebur de Antas de Campos
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Günther Fink
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Martin Röösli
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland.
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Cooke JE, Racine N, Pador P, Madigan S. Maternal Adverse Childhood Experiences and Child Behavior Problems: A Systematic Review. Pediatrics 2021; 148:peds.2020-044131. [PMID: 34413250 DOI: 10.1542/peds.2020-044131] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/20/2021] [Indexed: 11/24/2022] Open
Abstract
CONTEXT A growing body of research has examined the role of maternal adverse childhood experiences (ACEs) on child behavior problems. OBJECTIVE To summarize the literature examining the association between maternal ACEs and child behavior problems via a systematic review. DATA SOURCES Electronic searches were conducted in Medline, PsycINFO, and Embase (1998-June 2020). Reference lists were reviewed. In total, 3048 records were screened. STUDY SELECTION Studies were included if an association between maternal ACEs and child externalizing (eg, aggression) and/or internalizing (eg, anxiety) problems was reported. In total, 139 full-text articles were reviewed for inclusion. DATA EXTRACTION Data from 16 studies met full inclusion criteria. Studies were synthesized by child externalizing and internalizing outcomes. RESULTS Maternal ACEs were significantly associated with child externalizing problems across all studies (number of studies synthesized per outcome [k] = 11). Significant associations were also found for inattention, hyperactivity, and impulsivity (k = 4), and aggression (k = 2). For internalizing problems (k = 11), significant associations were identified across 8 studies and nonsignificant associations were reported for 3 studies. Maternal ACEs were consistently associated with child anxiety and depression (k = 5). However, inconsistent findings were reported for somatization (k = 2). LIMITATIONS Results are limited to mother-child dyads and questionnaire measures of behavior problems in primarily North American countries. CONCLUSIONS Mothers' ACEs demonstrated largely consistent associations with children's behavior problems. Future research is needed to determine if specific types of maternal ACEs (eg, household dysfunction) are more strongly associated with child behavior problems.
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Affiliation(s)
- Jessica E Cooke
- Department of Psychology, University of Calgary, Calgary, Canada
| | - Nicole Racine
- Department of Psychology, University of Calgary, Calgary, Canada.,Alberta Children's Hospital Research Institute, Calgary, Canada
| | - Paolo Pador
- Department of Psychology, University of Calgary, Calgary, Canada
| | - Sheri Madigan
- Department of Psychology, University of Calgary, Calgary, Canada .,Alberta Children's Hospital Research Institute, Calgary, Canada
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Watten RG, Watten VP. Snus and Alcohol: Mutually Rewarding Effects in the Brain? A Matched Controlled Population Study. SUBSTANCE ABUSE-RESEARCH AND TREATMENT 2021; 15:11782218211027124. [PMID: 34366668 PMCID: PMC8317241 DOI: 10.1177/11782218211027124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 05/28/2021] [Indexed: 12/02/2022]
Abstract
Background: The use of moist smokeless tobacco (snus) is increasing in the U.S. and other Western countries, and especially among young people. Snus is associated with several health problems, but the relationship between use of snus and alcohol is scarcely explored. Neuro-cognitive and psychological research suggest an association due to possible mutually rewarding effects in the limbic brain. We investigated this issue in a matched controlled population study. Methods: Matched control group design where drinking habits and alcohol consumption in a group of users of snus (n = 1043, mean age = 35.20; n men = 749, n women = 294) were compared to a control group of non-users matched on age and gender (n = 1043, mean age = 35.65; n men = 749, n women = 294). In addition, we registered background variables such as level of education, income, self-perceived general, dental health, mental health, current depressive symptoms, and BMI. In estimation of alcohol consumption, the background variables were used as covariates in factorial analyses of variance (ANCOVA). Results: Users of snus had lower level of education, lower income, poorer general, dental, and mental health status than non-users, but there were no differences in BMI. Differences in mental health status were related to drinking habits. Users of snus had a higher frequency of drinking, higher frequency of intoxication, and showed more excess drinking. Controlled for background variables users of snus had a 25.2% higher estimated yearly consumption of alcohol in terms of standard units of alcohol on the weekdays, 26.4% higher on weekends and a 60.2% higher yearly excess consumption. Conclusion: Users of snus had an elevated alcohol consumption and another drinking style than non-users. The findings are discussed according to neuro-cognitive and psychopharmacological mechanisms, reward learning and conditioning. The results have implications for prevention, treatment and rehabilitation of alcohol and nicotine dependence.
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Affiliation(s)
- Reidulf G Watten
- Department of Psychology, Inland Norway University of Applied Sciences, INN University, Norway
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Association of adverse prenatal exposure burden with child psychopathology in the Adolescent Brain Cognitive Development (ABCD) Study. PLoS One 2021; 16:e0250235. [PMID: 33909652 PMCID: PMC8081164 DOI: 10.1371/journal.pone.0250235] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 04/03/2021] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE Numerous adverse prenatal exposures have been individually associated with risk for psychiatric illness in the offspring. However, such exposures frequently co-occur, raising questions about their cumulative impact. We evaluated effects of cumulative adverse prenatal exposure burden on psychopathology risk in school-aged children. METHODS Using baseline surveys from the U.S.-based Adolescent Brain and Cognitive Development (ABCD) Study (7,898 non-adopted, unrelated children from 21 sites, age 9-10, and their primary caregivers), we examined 8 retrospectively-reported adverse prenatal exposures in relation to caregiver-reported total and subscale Child Behavior Checklist (CBCL) scores. We also assessed cumulative effects of these factors on CBCL total as a continuous measure, as well as on odds of clinically significant psychopathology (CBCL total ≥60), in both the initial set and a separate ABCD sample comprising an additional 696 sibling pairs. Analyses were conducted before and after adjustment for 14 demographic and environmental covariates. RESULTS In minimally and fully adjusted models, 6 exposures (unplanned pregnancy; maternal alcohol, marijuana, and tobacco use early in pregnancy; pregnancy complications; and birth complications) independently associated with significant but small increases in CBCL total score. Among these 6, none increased the odds of crossing the threshold for clinically significant symptoms by itself. However, odds of exceeding this threshold became significant with 2 exposures (OR = 1.86, 95% CI 1.47-2.36), and increased linearly with each level of exposure (OR = 1.39, 95% CI 1.31-1.47), up to 3.53-fold for ≥4 exposures versus none. Similar effects were observed in confirmatory analysis among siblings. Within sibling pairs, greater discordance for exposure load associated with greater CBCL total differences, suggesting that results were not confounded by unmeasured family-level effects. CONCLUSION Children exposed to multiple common, adverse prenatal events showed dose-dependent increases in broad, clinically significant psychopathology at age 9-10. Fully prospective studies are needed to confirm and elaborate upon this pattern.
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Christiansen SG, Reneflot A, Stene-Larsen K, Hauge LJ. Alcohol-related mortality following the loss of a child: a register-based follow-up study from Norway. BMJ Open 2020; 10:e038826. [PMID: 32595167 PMCID: PMC7322283 DOI: 10.1136/bmjopen-2020-038826] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/08/2020] [Accepted: 05/28/2020] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVES The death of one's child is one of the most stressful events a person can experience. Research has shown that bereaved parents have a higher mortality than non-bereaved parents. This increased mortality might partly be caused directly by long-term stress. However, changes in health behaviour such as an increase in alcohol consumption might also play a role. This study examines the association between losing a child and alcohol-related mortality. In addition to Cox regression models using data covering the entire Norwegian adult population, we employ sibling fixed-effect models in order to partly control for genes and childhood experiences that might be associated with both losing a child and alcohol-related mortality. DESIGN A follow-up study between 1986 and 2014 based on Norwegian register data. SETTING Norway. PARTICIPANTS The entire Norwegian adult population. PRIMARY OUTCOME MEASURE Alcohol-related mortality. RESULTS An increased alcohol-related mortality was found among parents who had experienced the death of a child. The HR of alcohol-related mortality among those bereaved of a child was 1.59 (95% CI 1.48 to 1.71) compared with non-bereaved parents, for women 2.03 (95% CI 1.78 to 2.32) and for men 1.46 (95% CI 1.34 to 1.59). After including sibling fixed effects, the HR of alcohol-related mortality among parents who had lost a child was 1.30 (95% CI 1.03 to 1.64). CONCLUSIONS This study provides evidence of an elevated alcohol-related mortality among parents who have lost a child compared with non-bereaved parents. Although strongly attenuated, there is still an association when adjusting for genetic predisposition for alcohol problems as well as childhood environment using sibling fixed-effect models.
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Affiliation(s)
| | - Anne Reneflot
- Department of Mental Health and Suicide, Norwegian Institute of Public Health, Oslo, Norway
| | - Kim Stene-Larsen
- Department of Mental Health and Suicide, Norwegian Institute of Public Health, Oslo, Norway
| | - Lars Johan Hauge
- Department of Mental Health and Suicide, Norwegian Institute of Public Health, Oslo, Norway
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