ABSTRACT
Differential diagnosis between childhood onset attention-deficit/hyperactivity disorder (ADHD) and bipolar disorder (BD) remains a challenge, mainly due to overlapping symptoms and high rates of comorbidity. Despite this, genetic correlation reported for these disorders is low and non-significant. Here we aimed to better characterize the genetic architecture of these disorders utilizing recent large genome-wide association studies (GWAS). We analyzed independent GWAS summary statistics for ADHD (19,099 cases and 34,194 controls) and BD (20,352 cases and 31,358 controls) applying the conditional/conjunctional false discovery rate (condFDR/conjFDR) statistical framework that increases the power to detect novel phenotype-specific and shared loci by leveraging the combined power of two GWAS. We observed cross-trait polygenic enrichment for ADHD conditioned on associations with BD, and vice versa. Leveraging this enrichment, we identified 19 novel ADHD risk loci and 40 novel BD risk loci at condFDR <0.05. Further, we identified five loci jointly associated with ADHD and BD (conjFDR < 0.05). Interestingly, these five loci show concordant directions of effect for ADHD and BD. These results highlight a shared underlying genetic risk for ADHD and BD which may help to explain the high comorbidity rates and difficulties in differentiating between ADHD and BD in the clinic. Improving our understanding of the underlying genetic architecture of these disorders may aid in the development of novel stratification tools to help reduce these diagnostic difficulties.
Subject(s)
Attention Deficit Disorder with Hyperactivity , Bipolar Disorder , Attention Deficit Disorder with Hyperactivity/genetics , Bipolar Disorder/genetics , Child , Genetic Loci/genetics , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Humans , Polymorphism, Single NucleotideABSTRACT
Attention-deficit hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder with a major genetic component. Here, we present a genome-wide association study meta-analysis of ADHD comprising 38,691 individuals with ADHD and 186,843 controls. We identified 27 genome-wide significant loci, highlighting 76 potential risk genes enriched among genes expressed particularly in early brain development. Overall, ADHD genetic risk was associated with several brain-specific neuronal subtypes and midbrain dopaminergic neurons. In exome-sequencing data from 17,896 individuals, we identified an increased load of rare protein-truncating variants in ADHD for a set of risk genes enriched with probable causal common variants, potentially implicating SORCS3 in ADHD by both common and rare variants. Bivariate Gaussian mixture modeling estimated that 84-98% of ADHD-influencing variants are shared with other psychiatric disorders. In addition, common-variant ADHD risk was associated with impaired complex cognition such as verbal reasoning and a range of executive functions, including attention.
Subject(s)
Attention Deficit Disorder with Hyperactivity , Genome-Wide Association Study , Humans , Attention Deficit Disorder with Hyperactivity/genetics , Brain , Cognition , Genetic Predisposition to DiseaseABSTRACT
BACKGROUND: Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that is consistently associated with lower levels of educational attainment. A recent large genome-wide association study identified common gene variants associated with ADHD, but most of the genetic architecture remains unknown. METHODS: We analyzed independent genome-wide association study summary statistics for ADHD (19,099 cases and 34,194 controls), educational attainment (N = 842,499), and general intelligence (N = 269,867) using a conditional/conjunctional false discovery rate (FDR) statistical framework that increases power of discovery by conditioning the FDR on overlapping associations. The genetic variants identified were characterized in terms of function, expression, and biological processes. RESULTS: We identified 58 linkage disequilibrium-independent ADHD-associated loci (conditional FDR < 0.01), of which 30 were shared between ADHD and educational attainment or general intelligence (conjunctional FDR < 0.01) and 46 were novel risk loci for ADHD. CONCLUSIONS: These results expand on previous genetic and epidemiological studies and support the hypothesis of a shared genetic basis between these phenotypes. Although the clinical utility of the identified loci remains to be determined, they can be used as resources to guide future studies aiming to disentangle the complex etiologies of ADHD, educational attainment, and general intelligence.
Subject(s)
Academic Success , Attention Deficit Disorder with Hyperactivity , Attention Deficit Disorder with Hyperactivity/genetics , Genetic Loci , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Intelligence/genetics , Polymorphism, Single NucleotideABSTRACT
Attention-deficit/hyperactivity disorder (ADHD) is a highly heritable common childhood-onset neurodevelopmental disorder. Some rare copy number variations (CNVs) affect multiple neurodevelopmental disorders such as intellectual disability, autism spectrum disorders (ASD), schizophrenia and ADHD. The aim of this study is to determine to what extent ADHD shares high risk CNV alleles with schizophrenia and ASD. We compiled 19 neuropsychiatric CNVs and test 14, with sufficient power, for association with ADHD in Icelandic and Norwegian samples. Eight associate with ADHD; deletions at 2p16.3 (NRXN1), 15q11.2, 15q13.3 (BP4 & BP4.5-BP5) and 22q11.21, and duplications at 1q21.1 distal, 16p11.2 proximal, 16p13.11 and 22q11.21. Six of the CNVs have not been associated with ADHD before. As a group, the 19 CNVs associate with ADHD (OR = 2.43, P = 1.6 × 10-21), even when comorbid ASD and schizophrenia are excluded from the sample. These results highlight the pleiotropic effect of the neuropsychiatric CNVs and add evidence for ADHD, ASD and schizophrenia being related neurodevelopmental disorders rather than distinct entities.
Subject(s)
Attention Deficit Disorder with Hyperactivity/genetics , Autism Spectrum Disorder/genetics , DNA Copy Number Variations , Schizophrenia/genetics , Adolescent , Adult , Case-Control Studies , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Iceland , Male , Norway , Polymorphism, Single NucleotideABSTRACT
BACKGROUND: Development of protein-conjugated pneumococcal vaccines for infants has led to formulations that are immunogenic in the age group at highest risk for pneumococcal diseases. This study focuses on the search for an optimal formulation. METHODS: In a randomized trial Icelandic infants (n = 160) were immunized at age 3, 4 and 6 months with one of two octavalent pneumococcal conjugate vaccines (serotypes 3, 4, 6B, 9V, 14, 18C, 19F and 23F conjugated to diphtheria toxoid (PncD) or tetanus protein (PncT) followed with a booster of either the same conjugate or 23-valent polysaccharide vaccine at 13 months. Safety data were collected after each vaccination, and IgG responses (enzyme-linked immunosorbent assay) were measured at 3, 4, 6, 7, 13 and 14 months. RESULTS: Both conjugates were safe and caused fewer local reactions than the routine vaccines (P < 0.0001). At 7 months both groups had significant IgG response to all serotypes. The geometric mean concentration range was 0.35 to 4.09 and 0.65 to 3.38 microg/ml for PncD and PncT, respectively, with 88.2 to 100% and 92.4 to 100% of subjects reaching > or = 0.15 microg/ml. The PncD gave better primary responses to serotypes 3, 9V and 18C, whereas PncT gave better response to serotype 4. Similar responses were induced to the other serotypes. Good booster IgG responses were obtained in all vaccine groups; 97.5 to 100% of subjects reached > or = 1 microg/ml. CONCLUSIONS: Both octavalent pneumococcal conjugates were safe and immunogenic in infants. Based on the results from this and similar trials, a mixed diphtheria and tetanus pneumococcal conjugate vaccine was designed to provide the optimal immune response to each serotype.
Subject(s)
Antibodies, Bacterial/blood , Diphtheria-Tetanus Vaccine/immunology , Pneumococcal Vaccines/immunology , Antibody Specificity , Diphtheria-Tetanus Vaccine/administration & dosage , Diphtheria-Tetanus Vaccine/adverse effects , Humans , Iceland , Immunization Schedule , Infant , Pneumococcal Vaccines/administration & dosage , Pneumococcal Vaccines/adverse effects , Sensitivity and Specificity , Vaccines, Conjugate/administration & dosage , Vaccines, Conjugate/adverse effects , Vaccines, Conjugate/immunologyABSTRACT
BACKGROUND: Pneumococcal polysaccharide vaccine (PPV) is used in children at high risk of IPD. PPV is generally not considered to induce immunologic memory, whereas pneumococcal conjugate vaccines (PCVs) elicit protective antibody responses in infants and induce immunologic memory. Little is known about the characteristics of immune responses to PCV in children who previously received PCV and PPV in series. OBJECTIVE: To characterize immune responses to 13-valent pneumococcal CRM197 conjugate vaccine (PCV13; serotypes 1, 3, 4, 5, 6A, 6B, 7F, 9V, 14, 18C, 19A, 19F, and 23F) in children vaccinated in infancy with 9-valent pneumococcal-meningococcal C-CRM197 conjugate combination vaccine (PCV9-MnCC), followed by a toddler dose of PCV9-MnCC or 23-valent pneumococcal polysaccharide vaccine (PPV23). METHODS: Children (n=89) who received PCV9-MnCC in infancy and PPV23 or PCV9-MnCC at age 12 months in a previous (2002-2003) study were vaccinated at age 7.5 years with PCV13; groups PPV23/PCV13 (n=50) and PCV9/PCV13 (n=39). Immunoglobulin (Ig)G antibodies, avidity, and opsonophagocytic activity (OPA) were measured before and at 1 and 4 weeks postvaccination. RESULTS: One week postvaccination, IgG levels increased significantly for all serotypes in both groups, and >97% of vaccinees achieved IgG ≥0.35µg/ml 4 weeks after PCV13 vaccination. The PCV9/PCV13 group had higher IgG responses compared with the PPV23/PCV13 group. The upper limits of the 95% confidence intervals of the PPV23/PCV13:PCV9/PCV13 IgG geometric mean concentration ratios were <1.0 for serotypes 1, 4, 5, 9V, 18C, and 23F at 1 week. OPA and avidity results supported these findings. CONCLUSIONS: PPV23 vaccination of toddlers may compromise subsequent responses to pneumococcal conjugate vaccines. The clinical relevance of this finding is unclear.
Subject(s)
Drug Interactions , Pneumococcal Vaccines/administration & dosage , Pneumococcal Vaccines/immunology , Antibodies, Bacterial/blood , Antibody Affinity , Child , Female , Humans , Immunoglobulin G/blood , Male , Opsonin Proteins/blood , Phagocytosis , Vaccines, Conjugate/administration & dosage , Vaccines, Conjugate/immunologyABSTRACT
This randomized trial compares safety and immunogenicity when vaccinating infants with a pneumococcal-meningococcal conjugate vaccine in two doses vs. three doses. Infants (N=223) received 9vPnC-MnCC (CRM197-conjugated pneumococcal serotypes 1, 4, 5, 6B, 9V, 14, 18C, 19F, 23F and meningococcal C polysaccharides) either at 3 and 5 or 3, 4 and 5 months and a booster with either 9vPnC-MnCC or 23-valent pneumococcal-polysaccharide vaccine (23vPPS) and CRM197-MnCC, at 12 months. Safety was monitored and IgG measured at 3, 6, 12 and 13 months in all subjects and serum bactericidal activity (SBA) in half. The 9vPnC-MnCC vaccine was safe and induced significant IgG to all components. Three doses induced higher antibody GMCs (geometric mean concentrations) at 6 months to seven of nine pneumococcal serotypes. This was most significant for 6B and 23F (p<0.001), that also showed lower rate of responders>0.35 (6B, 23F) and >0.5 microg/mL (6B). Antibody GMCs remained lower following 9vPnC-MnCC booster in subjects primed with two doses although only significant for serotype 18C. Significant memory responses were observed 1 week after the 23vPPS toddler dose. MnCC-IgG GMC was lower after two doses, however with comparable SBA. This study shows that the 9vPnC-MnCC vaccine is safe and induces successful immunological memory, whether given in two or three primary doses.
Subject(s)
Bacterial Proteins/adverse effects , Bacterial Proteins/immunology , Meningococcal Vaccines/adverse effects , Meningococcal Vaccines/immunology , Pneumococcal Vaccines/adverse effects , Pneumococcal Vaccines/immunology , Antibodies, Bacterial/blood , Bacterial Proteins/administration & dosage , Humans , Immunization, Secondary , Infant , Meningococcal Vaccines/administration & dosage , Microbial Viability , Pneumococcal Vaccines/administration & dosage , Vaccines, Combined/administration & dosage , Vaccines, Combined/adverse effects , Vaccines, Combined/immunologyABSTRACT
OBJECTIVE: The safety of infant vaccination has been questioned in recent years. In particular it has been suggested that the measles, mumps and rubella (MMR) vaccination leads to brain damage manifesting as autism consequent to the development of an "enterocolitis" in the immediate post-vaccination period. AIM: To assess if MMR vaccination is associated with sub-clinical intestinal inflammation which is central to the autistic "enterocolitis" theory. The study was not designed to test directly the association of autism to MMR vaccination. MATERIAL AND METHODS: We studied 109/20 infants, before and two and four weeks after immunization with Pentavac and MMR vaccines, for the presence of intestinal inflammation (faecal calprotectin). RESULTS: Neither vaccination was associated with any significant increase in faecal calprotectin concentrations. CONCLUSIONS: The failure of the MMR vaccination to cause an intestinal inflammatory response provides evidence against the proposed gut-brain interaction that is central to the autistic "enterocolitis" hypothesis.