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Epigenetic profiling of ADHD symptoms trajectories: a prospective, methylome-wide study.

ABSTRACT: Attention-deficit/hyperactivity disorder (ADHD) is a prevalent developmental disorder, associated with a range of long-term impairments. Variation in DNA methylation, an epigenetic mechanism, is implicated in both neurobiological functioning and psychiatric health. However, the potential role of DNA methylation in ADHD symptoms is currently unclear. In this study, we examined data from the Avon Longitudinal Study of Parents and Children (ALSPAC)-specifically the subsample forming the Accessible Resource for Integrated Epigenomics Studies (ARIES)-that includes (1) peripheral measures of DNA methylation (Illumina 450k) at birth (n=817, 49% male) and age 7 (n=892, 50% male) and (2) trajectories of ADHD symptoms (7-15 years). We first employed a genome-wide analysis to test whether DNA methylation at birth associates with later ADHD trajectories; and then followed up at age 7 to investigate the stability of associations across early childhood. We found that DNA methylation at birth differentiated ADHD trajectories across multiple genomic locations, including probes annotated to SKI (involved in neural tube development), ZNF544 (previously implicated in ADHD), ST3GAL3 (linked to intellectual disability) and PEX2 (related to perixosomal processes). None of these probes maintained an association with ADHD trajectories at age 7. Findings lend novel insights into the epigenetic landscape of ADHD symptoms, highlighting the potential importance of DNA methylation variation in genes related to neurodevelopmental and peroxisomal processes that play a key role in the maturation and stability of cortical circuits.

SUBMITTER: Walton E

PROVIDER: S-EPMC5014094 | biostudies-literature | 2017 Feb

REPOSITORIES: biostudies-literature

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Epigenetic profiling of ADHD symptoms trajectories: a prospective, methylome-wide study.

Walton E E Pingault J-B JB Cecil C A M CA Gaunt T R TR Relton C L CL Mill J J Barker E D ED

Molecular psychiatry 20160524 2

Attention-deficit/hyperactivity disorder (ADHD) is a prevalent developmental disorder, associated with a range of long-term impairments. Variation in DNA methylation, an epigenetic mechanism, is implicated in both neurobiological functioning and psychiatric health. However, the potential role of DNA methylation in ADHD symptoms is currently unclear. In this study, we examined data from the Avon Longitudinal Study of Parents and Children (ALSPAC)-specifically the subsample forming the Accessible ...[more]

PMID: 27217153

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Project description:BackgroundThere are gaps in understanding longitudinal patterns and predictors of perinatal depressive symptoms in sub-Saharan Africa. This study aimed to explore trajectories of depressive symptoms and associated factors from pregnancy to 9 months post partum among Kenyan women.MethodsIn this prospective cohort study, we analysed data from the PrEP Implementation for Mothers in Antenatal Care (PrIMA) study in which HIV-negative women were enrolled in pregnancy and followed up to 9 months post partum in 20 public sector maternal-child health clinics in western Kenya. Pregnant women were eligible for enrolment if they were not infected with HIV, aged 15 years or older, and were able to provide consent. Eligible participants were screened and enrolled between Jan 15, 2018, and July 31, 2019, and followed up to 9 months post partum, with the last participant study visit conducted on Jan 15, 2021. Study nurses serially assessed depressive symptoms using the Center for Epidemiologic Studies Depression Scale (CESD-10), intimate partner violence with the Hurt, Insult, Threaten, Scream scale, and social support with the Medical Outcomes Study scale. Generalised estimating equations were used to identify correlates of moderate-to-severe depressive symptoms (CESD-10 score ≥10) and group-based trajectory modelling identified discrete trajectories of perinatal depressive symptoms.FindingsAmong 4447 participants in the main PrIMA study, 3555 had complete depressive symptom data in pregnancy and depressive symptom data post partum and were included in the primary analysis. Median age was 24·0 years (IQR 21·0-28·7), 1330 (38%) participants had low social support, and 278 (8%) reported intimate partner violence in pregnancy. All participants (100%) were female and all (100%) were of African Kenyan ethnicity. Prevalence of moderate-to-severe depressive symptoms was higher in pregnancy than post partum (870 [24·5%; 95% CI 23·1-25·9] vs 597 [6·8%; 15·6-18·1]; p<0·0001). Five patterns of depressive symptoms were identified; persistent moderate-to-severe depressive symptoms in pregnancy and post partum (295 [8·3%]), moderate-to-severe depressive symptoms in pregnancy that resolved post partum (139 [3·9%]), moderate-to-severe depressive symptoms that emerged post partum (40 [1·1%]), chronically mild symptoms (2709 [76·2%]), and no depressive symptoms (372 [10·5%]). Emergent moderate-to-severe depressive symptoms were associated with older age. Emergent, persistent, and resolving moderate-to-severe depressive symptoms were associated with intimate partner violence during pregnancy; and persistent and resolving moderate-to-severe depressive symptoms were associated with low social support and high HIV risk (all p<0·05). Moderate-to-severe depressive symptom risk was significantly increased with intimate partner violence (adjusted odds ratio 2·07 [95% CI 1·81-2·31]; p<0·0001), low social support (1·74 [1·56-1·95]; p<0·0001), and partner HIV-positive status (1·48 [1·22-1·78]; p<0·0001). 23·34% (95% CI 18·77-27·65) of cases of perinatal moderate-to-severe depressive symptoms were attributable to low social support.InterpretationOne third of women had perinatal moderate-to-severe depressive symptoms; nearly half of these had higher severity phenotypes of resolving, persistent, and emerging moderate-to-severe depressive symptoms that might require tailored interventions. Perinatal women with comorbid psychosocial stressors such as intimate partner violence and previous pregnancy loss should be prioritised for mental health services that augment social support within routine maternal-child health care.FundingNational Institutes of Health.TranslationFor the Kiswahili translation of the abstract see Supplementary Materials section.

Project description:BackgroundDifferences between an individual's estimated epigenetic gestational age (EGA) and their actual gestational age (GA) are defined as gestational age acceleration (GAA). GAA is associated with increased birthweight and birth length. Whether these associations persist through childhood is yet to be investigated.MethodsWe examined the association between GAA and trajectories of height and weight from birth to 10 years (n = 785) in a British birth cohort study, the Avon Longitudinal Study of Parents and Children (ALSPAC). EGA of participants was estimated using DNA methylation data from cord blood using a recently developed prediction model. GAA of participants, measured in weeks, was calculated as the residuals from a regression model of EGA on actual GA. Analyses were performed using linear spline multilevel models and adjusted for maternal age, maternal pre-pregnancy BMI, maternal smoking during pregnancy, and maternal education.ResultsIn adjusted analyses, offspring with a one-week greater GAA were born on average 0.14 kg heavier (95% confidence interval (CI) 0.09, 0.19) and 0.55 cm taller (95% CI 0.33, 0.78) at birth. These differences in weight persisted up to approximately age 9 months but thereafter began to attenuate. From age 5 years onwards, the association between GAA and weight reversed such that GAA was associated with lower weight and this association strengthened with age (mean difference at age 10 years - 0.60 kg, 95% CI - 1.19, - 0.01). Differences in height persisted only up to age 9 months (mean difference at 9 months 0.15 cm, 95% CI - 0.09, 0.39). From age 9 months to age 10 years, offspring with a one-week greater GAA were of comparable height with those with no GAA (mean difference at age 10 years - 0.07 cm, 95% CI - 0.64, 0.50).ConclusionsGestational age acceleration is associated with increased birth weight and length and these differences persist to age 9 months. From age 5 years onwards, the association of GAA and weight reverses such that by age 10 years, greater GAA is associated with lower childhood weight. Further work is required to examine whether the weight effects of GAA strengthen through adolescence and into early adulthood.

Dataset Information

Epigenetic profiling of ADHD symptoms trajectories: a prospective, methylome-wide study.

Publications

Epigenetic profiling of ADHD symptoms trajectories: a prospective, methylome-wide study.

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