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1.
Nat Genet ; 56(2): 234-244, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38036780

ABSTRACT

Attention deficit hyperactivity disorder (ADHD) is a complex disorder that manifests variability in long-term outcomes and clinical presentations. The genetic contributions to such heterogeneity are not well understood. Here we show several genetic links to clinical heterogeneity in ADHD in a case-only study of 14,084 diagnosed individuals. First, we identify one genome-wide significant locus by comparing cases with ADHD and autism spectrum disorder (ASD) to cases with ADHD but not ASD. Second, we show that cases with ASD and ADHD, substance use disorder and ADHD, or first diagnosed with ADHD in adulthood have unique polygenic score (PGS) profiles that distinguish them from complementary case subgroups and controls. Finally, a PGS for an ASD diagnosis in ADHD cases predicted cognitive performance in an independent developmental cohort. Our approach uncovered evidence of genetic heterogeneity in ADHD, helping us to understand its etiology and providing a model for studies of other disorders.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Autism Spectrum Disorder , Humans , Autism Spectrum Disorder/genetics , Attention Deficit Disorder with Hyperactivity/genetics , Multifactorial Inheritance/genetics
2.
Am J Psychiatry ; 180(1): 73-88, 2023 01 01.
Article in English | MEDLINE | ID: mdl-36069019

ABSTRACT

OBJECTIVE: Attention deficit hyperactivity disorder (ADHD) is a multifactorial neurodevelopmental disorder, yet the interplay between ADHD polygenic risk scores (PRSs) and other risk factors remains relatively unexplored. The authors investigated associations, confounding, and interactions of ADHD PRS with birth-related, somatic, and psychosocial factors previously associated with ADHD. METHODS: Participants included a random general population sample (N=21,578) and individuals diagnosed with ADHD (N=13,697) from the genotyped Danish iPSYCH2012 case cohort, born between 1981 and 2005. The authors derived ADHD PRSs and identified 24 factors previously associated with ADHD using national registers. Logistic regression was used to estimate associations of ADHD PRS with each risk factor in the general population. Cox models were used to evaluate confounding of risk factor associations with ADHD diagnosis by ADHD PRS and parental psychiatric history, and interactions between ADHD PRS and each risk factor. RESULTS: ADHD PRS was associated with 12 of 24 risk factors (odds ratio range, 1.03-1.30), namely, small gestational age, infections, traumatic brain injury, and most psychosocial risk factors. Nineteen risk factors were associated with ADHD diagnosis (odds ratio range, 1.20-3.68), and adjusting for ADHD PRS and parental psychiatric history led to only minor attenuations. Only the interaction between ADHD PRS and maternal autoimmune disease survived correction for multiple testing. CONCLUSIONS: Higher ADHD PRS in the general population is associated with small increases in risk for certain birth-related and somatic ADHD risk factors, and broadly to psychosocial adversity. Evidence of gene-environment interaction was limited, as was confounding by ADHD PRS and family psychiatric history on ADHD risk factor associations. This suggests that the majority of the investigated ADHD risk factors act largely independently of current ADHD PRS to increase risk of ADHD.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Neurodevelopmental Disorders , Humans , Attention Deficit Disorder with Hyperactivity/epidemiology , Attention Deficit Disorder with Hyperactivity/genetics , Attention Deficit Disorder with Hyperactivity/diagnosis , Risk Factors , Parents , Neurodevelopmental Disorders/complications , Multifactorial Inheritance/genetics
3.
Am J Psychiatry ; 178(9): 854-864, 2021 09 01.
Article in English | MEDLINE | ID: mdl-34154395

ABSTRACT

OBJECTIVE: Stimulant medications are effective for treating attention deficit hyperactivity disorder (ADHD), yet discontinuation and switch to nonstimulant ADHD medications are common. This study aimed to identify genetic, clinical, and sociodemographic factors influencing stimulant treatment initiation, discontinuation, and switch to nonstimulants in individuals with ADHD. METHODS: The authors obtained genetic and national register data for 9,133 individuals with ADHD from the Danish iPSYCH2012 sample and defined stimulant treatment initiation, discontinuation, and switch from prescriptions. For each stimulant treatment outcome, they examined associations with polygenic risk scores (PRSs) for psychiatric disorders and clinical and sociodemographic factors using survival analyses, and conducted genome-wide association studies (GWASs) and estimated single-nucleotide polymorphism heritability (h2SNP). RESULTS: Eighty-one percent of the sample initiated stimulant treatment. Within 2 years, 45% discontinued stimulants and 15% switched to nonstimulants. Bipolar disorder PRS (hazard ratio=1.05, 95% CI=1.02, 1.09) and schizophrenia PRS (hazard ratio=1.07, 95% CI=1.03, 1.11) were associated with discontinuation. Depression, bipolar disorder, and schizophrenia PRSs were marginally but not significantly associated with switch (hazard ratio range, 1.05-1.07). No associations were observed for ADHD and autism PRSs. Individuals diagnosed with ADHD at age 13 or older had higher rates of stimulant initiation, discontinuation, and switch (hazard ratio range, 1.27-2.01). Psychiatric comorbidities generally reduced rates of initiation (hazard ratio range, 0.84-0.88) and increased rates of discontinuation (hazard ratio range, 1.19-1.45) and switch (hazard ratio range, 1.40-2.08). h2SNP estimates were not significantly different from zero. No GWAS hits were identified for stimulant initiation or discontinuation. A locus on chromosome 16q23.3 reached genome-wide significance for switch. CONCLUSIONS: The study findings suggest that individuals with ADHD with higher polygenic liability for mood and/or psychotic disorders, delayed ADHD diagnosis, and psychiatric comorbidities have a higher risk for stimulant treatment discontinuation and switch to nonstimulants. Despite the study's limited sample size, one putative GWAS hit for switch was identified, illustrating the potential of utilizing genomics linked to prescription databases to advance ADHD pharmacogenomics.


Subject(s)
Attention Deficit Disorder with Hyperactivity/drug therapy , Central Nervous System Stimulants/therapeutic use , Adolescent , Adult , Attention Deficit Disorder with Hyperactivity/complications , Attention Deficit Disorder with Hyperactivity/epidemiology , Attention Deficit Disorder with Hyperactivity/genetics , Child , Child, Preschool , Comorbidity , Demography , Female , Genome-Wide Association Study , Humans , Male , Mental Disorders/complications , Multifactorial Inheritance , Polymorphism, Single Nucleotide , Risk Factors , Social Factors , Treatment Outcome , Young Adult
4.
J Autism Dev Disord ; 51(1): 276-285, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32462456

ABSTRACT

Autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD) are highly heritable neurodevelopmental disorders that frequently co-occur. Both rare and common genetic variants are important for ASD and ADHD risk but their combined contribution to clinical heterogeneity is unclear. In a sample of 39 ASD and/or ADHD families we estimated the overall variance explained by known rare copy number variants (CNVs) and polygenic risk score (PRS) from common variants to be 10% in comorbid ASD/ADHD, 4% in ASD and 2% in ADHD. We show that burden of large, rare CNVs and PRS is significantly higher in adult ASD and/or ADHD patients with sustained need for specialist care compared to their unaffected relatives, while affected relatives fall in-between the two.


Subject(s)
Attention Deficit Disorder with Hyperactivity/diagnosis , Attention Deficit Disorder with Hyperactivity/genetics , Autistic Disorder/diagnosis , Autistic Disorder/genetics , DNA Copy Number Variations/genetics , Multifactorial Inheritance/genetics , Adolescent , Adult , Attention Deficit Disorder with Hyperactivity/epidemiology , Autistic Disorder/epidemiology , Child , Comorbidity , Denmark/epidemiology , Female , Humans , Male , Predictive Value of Tests , Risk Factors
5.
Headache ; 55(7): 1004-7, 2015.
Article in English | MEDLINE | ID: mdl-26087244

ABSTRACT

Familial hemiplegic migraine (FHM) is a rare autosomal dominant form of migraine with motor aura. We present a case report of a father and son with very similar attacks of hemiplegic migraine and recurrent episodes of accompanying psychoses. Previously, such episodes led to hospitalization and extended clinical examinations, which further worsened the psychoses. Since the episodes were recognized as related to the hemiplegic migraine, a treatment strategy combining sleep and sedation was initiated and progression onto psychosis was almost completely avoided in both father and son. Genetic analyses found no causal gene mutation in the three known FHM genes, suggesting that the phenotype is caused by a yet unidentified mutation.


Subject(s)
Migraine with Aura/complications , Psychotic Disorders/etiology , Adult , Aged , Humans , Male , Migraine with Aura/drug therapy , Migraine with Aura/genetics , Mutation , Pedigree , Phenotype , Psychotic Disorders/prevention & control
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