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1.
Nat Genet ; 54(5): 541-547, 2022 05.
Article in English | MEDLINE | ID: mdl-35410376

ABSTRACT

We report results from the Bipolar Exome (BipEx) collaboration analysis of whole-exome sequencing of 13,933 patients with bipolar disorder (BD) matched with 14,422 controls. We find an excess of ultra-rare protein-truncating variants (PTVs) in patients with BD among genes under strong evolutionary constraint in both major BD subtypes. We find enrichment of ultra-rare PTVs within genes implicated from a recent schizophrenia exome meta-analysis (SCHEMA; 24,248 cases and 97,322 controls) and among binding targets of CHD8. Genes implicated from genome-wide association studies (GWASs) of BD, however, are not significantly enriched for ultra-rare PTVs. Combining gene-level results with SCHEMA, AKAP11 emerges as a definitive risk gene (odds ratio (OR) = 7.06, P = 2.83 × 10-9). At the protein level, AKAP-11 interacts with GSK3B, the hypothesized target of lithium, a primary treatment for BD. Our results lend support to BD's polygenicity, demonstrating a role for rare coding variation as a significant risk factor in BD etiology.


Subject(s)
Bipolar Disorder , Schizophrenia , A Kinase Anchor Proteins/genetics , Bipolar Disorder/genetics , Exome/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Schizophrenia/genetics , Exome Sequencing
2.
Transl Psychiatry ; 11(1): 412, 2021 08 03.
Article in English | MEDLINE | ID: mdl-34341337

ABSTRACT

Epigenetic dysregulation is thought to contribute to the etiology of schizophrenia (SZ), but the cell type-specificity of DNA methylation makes population-based epigenetic studies of SZ challenging. To train an SZ case-control classifier based on DNA methylation in blood, therefore, we focused on human genomic regions of systemic interindividual epigenetic variation (CoRSIVs), a subset of which are represented on the Illumina Human Methylation 450K (HM450) array. HM450 DNA methylation data on whole blood of 414 SZ cases and 433 non-psychiatric controls were used as training data for a classification algorithm with built-in feature selection, sparse partial least squares discriminate analysis (SPLS-DA); application of SPLS-DA to HM450 data has not been previously reported. Using the first two SPLS-DA dimensions we calculated a "risk distance" to identify individuals with the highest probability of SZ. The model was then evaluated on an independent HM450 data set on 353 SZ cases and 322 non-psychiatric controls. Our CoRSIV-based model classified 303 individuals as cases with a positive predictive value (PPV) of 80%, far surpassing the performance of a model based on polygenic risk score (PRS). Importantly, risk distance (based on CoRSIV methylation) was not associated with medication use, arguing against reverse causality. Risk distance and PRS were positively correlated (Pearson r = 0.28, P = 1.28 × 10-12), and mediational analysis suggested that genetic effects on SZ are partially mediated by altered methylation at CoRSIVs. Our results indicate two innate dimensions of SZ risk: one based on genetic, and the other on systemic epigenetic variants.


Subject(s)
DNA Methylation , Schizophrenia , Case-Control Studies , Epigenesis, Genetic , Humans , Machine Learning , Schizophrenia/genetics
3.
Mol Psychiatry ; 24(2): 294-311, 2019 02.
Article in English | MEDLINE | ID: mdl-30401811

ABSTRACT

The molecular basis of how chromosome 16p13.11 microduplication leads to major psychiatric disorders is unknown. Here we have undertaken brain imaging of patients carrying microduplications in chromosome 16p13.11 and unaffected family controls, in parallel with iPS cell-derived cerebral organoid studies of the same patients. Patient MRI revealed reduced cortical volume, and corresponding iPSC studies showed neural precursor cell (NPC) proliferation abnormalities and reduced organoid size, with the NPCs therein displaying altered planes of cell division. Transcriptomic analyses of NPCs uncovered a deficit in the NFκB p65 pathway, confirmed by proteomics. Moreover, both pharmacological and genetic correction of this deficit rescued the proliferation abnormality. Thus, chromosome 16p13.11 microduplication disturbs the normal programme of NPC proliferation to reduce cortical thickness due to a correctable deficit in the NFκB signalling pathway. This is the first study demonstrating a biologically relevant, potentially ameliorable, signalling pathway underlying chromosome 16p13.11 microduplication syndrome in patient-derived neuronal precursor cells.


Subject(s)
Chromosomes, Human, Pair 16/genetics , Mental Disorders/genetics , NF-kappa B/metabolism , Abnormalities, Multiple/genetics , Adult , Aged , Brain/diagnostic imaging , Brain/physiopathology , Cell Proliferation , Chromosome Duplication/genetics , Female , Humans , Induced Pluripotent Stem Cells/metabolism , Intellectual Disability/genetics , Male , Middle Aged , NF-kappa B/genetics , Neuroimaging/methods , Neurons , Organoids/physiology , Signal Transduction , Stem Cells/physiology
4.
Psychiatry Res ; 271: 325-327, 2019 01.
Article in English | MEDLINE | ID: mdl-30529314

ABSTRACT

It has been suggested that gluten consumption is linked to schizophrenia, with this link strengthened through the presence of circulating anti-native gliadin antibodies (AGAs). The human leukocyte antigen (HLA) system is crucial for antigen presentation and antibody secretion but no study has examined the relationship between HLA-II variants and circulating antibodies against gliadin peptides. In this study, HLA-II variants were genotyped in patients with schizophrenia and the relationship between these variants and plasma AGA levels was examined. Although there was no association found, HLA-AGA associations could potentially serve as a marker of gluten sensitivity in patients with schizophrenia.


Subject(s)
Antibodies/blood , Gliadin/immunology , HLA-DQ Antigens/blood , Schizophrenia/immunology , Adult , Biomarkers , Female , Humans , Male , Middle Aged , Schizophrenia/blood
5.
Schizophr Res ; 176(2-3): 186-190, 2016 10.
Article in English | MEDLINE | ID: mdl-27474348

ABSTRACT

Epidemiological studies revealed an association between type-1 diabetes (T1D) and schizophrenia but the findings reported to date have been controversial. To clarify the inconsistency across studies, T1D-associated autoantibodies were examined in plasma samples collected from 272 patients with schizophrenia and 276 control subjects. An in-house enzyme-linked immunosorbent assay (ELISA) was developed using three linear peptide antigens, one of which was derived from glutamic acid decarboxylase (GAD) and two were derived from insulinoma-associated antigen 2 (IA2). Mann-Whitney U test showed a significant decrease in the levels of plasma IgG against the IA2b antigen in schizophrenia patients as compared to control subjects (Z=-3.54, p=0.0007), while no significant difference was found between these two groups either in anti-IA2a IgG levels (Z=-1.62, p=0.105) or in anti-GAD IgG levels (Z=-1.63, p=0.104). Linear regression analysis indicated no association of antipsychotic medication with the levels of plasma IgG against IA2a, IA2b or GAD, while the levels of plasma IgG for these 3 peptide antigens were significantly correlated with each other. Binary logistic regression showed that neither the DQ2.5 variant nor the DQ8 variant was associated with circulating levels of 3 T1D-associated autoantibodies in both the patient group and the control group. The coefficient of variation was 10.7% for anti-IA2a IgG assay, 10.1% for anti-IA2b IgG assay and 10.7% for anti-GAD IgG assay. The present work suggests that T1D-associated antibodies are unlikely to confer risk of schizophrenia and that the in-house ELISA developed with linear peptide antigens is highly reproducible.


Subject(s)
Autoantibodies/blood , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/immunology , Immunoglobulin G/blood , Schizophrenia/blood , Schizophrenia/immunology , Adult , Antipsychotic Agents/therapeutic use , Case-Control Studies , Diabetes Mellitus, Type 1/genetics , Enzyme-Linked Immunosorbent Assay , Female , Glutamate Decarboxylase/immunology , HLA Antigens/genetics , Humans , Linear Models , Male , Middle Aged , Risk , Schizophrenia/drug therapy , Schizophrenia/genetics
6.
Am J Stem Cells ; 1(1): 31-41, 2012.
Article in English | MEDLINE | ID: mdl-23671795

ABSTRACT

Schizophrenia is a common psychiatric disorder and caused by a combination of environmental, social and genetic factors. Histone deacetylases (HDACs) can translate epigenetic effects to the genome by modifying chromatin structure and gene expression. Inappropriate activity of HDACs is associated with cancer, cardiovascular and neurological diseases, and HDAC inhibitors are shown to improve the derivation of induced pluripotent stem (iPS) cells and to modulate cell lineage differentiation during brain development. We demonstrate that one of the HDAC genes, HDAC9, is hemizygously deleted in a small proportion of schizophrenia patients, and is widely expressed in mouse brain including areas where the neuropathology of schizophrenia is found. High levels of expression are observed in the hippocampus, layers II/III and V of the cerebral cortex, prefrontal and medial prefrontal cortex, piriform and cingulum cortex, basolateral amygdaloid nuclei and choroid plexus. HDAC9 protein is found in the cell body as well as in nerve fibers. Importantly, HDAC9 is not expressed in adult neural stem cells, glia, astrocytes, or oligodendrocytes, but expressed exclusively in post-mitotic and mature neurons. Our data suggest that HDAC9 may play a crucial role in neuronal function of adult brain.

7.
Nat Genet ; 43(12): 1224-7, 2011 Oct 30.
Article in English | MEDLINE | ID: mdl-22037555

ABSTRACT

Schizophrenia is a severe mental disorder affecting ∼1% of the world population, with heritability of up to 80%. To identify new common genetic risk factors, we performed a genome-wide association study (GWAS) in the Han Chinese population. The discovery sample set consisted of 3,750 individuals with schizophrenia and 6,468 healthy controls (1,578 cases and 1,592 controls from northern Han Chinese, 1,238 cases and 2,856 controls from central Han Chinese, and 934 cases and 2,020 controls from the southern Han Chinese). We further analyzed the strongest association signals in an additional independent cohort of 4,383 cases and 4,539 controls from the Han Chinese population. Meta-analysis identified common SNPs that associated with schizophrenia with genome-wide significance on 8p12 (rs16887244, P = 1.27 × 10(-10)) and 1q24.2 (rs10489202, P = 9.50 × 10(-9)). Our findings provide new insights into the pathogenesis of schizophrenia.


Subject(s)
Chromosomes, Human, Pair 1 , Chromosomes, Human, Pair 8 , Polymorphism, Single Nucleotide , Schizophrenia/genetics , Adult , Aged , Asian People , Case-Control Studies , Female , Genetic Loci , Genome-Wide Association Study , Humans , Male , Middle Aged , Principal Component Analysis , Risk Factors , Young Adult
8.
J Psychiatr Res ; 44(12): 748-53, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20185149

ABSTRACT

We have performed a genome-wide association study (GWAS) of schizophrenia in a Norwegian discovery sample of 201 cases and 305 controls (TOP study) with a focused replication analysis in a larger European sample of 2663 cases and 13,780 control subjects (SGENE-plus study). Firstly, the discovery sample was genotyped with Affymetrix Genome-Wide Human SNP Array 6.0 and 572,888 markers were tested for schizophrenia association. No SNPs in the discovery sample attained genome-wide significance (P<8.7 x 10(-8)). Secondly, based on the GWAS data, we selected 1000 markers with the lowest P values in the discovery TOP sample, and tested these (or HapMap-based surrogates) for association in the replication sample. Sixteen loci were associated with schizophrenia (nominal P value<0.05 and concurring OR) in the replication sample. As a next step, we performed a combined analysis of the findings from these two studies, and the strongest evidence for association with schizophrenia was provided for markers rs7045881 on 9p21, rs433598 on 16p12 and rs10761482 on 10q21. The markers are located in PLAA, ACSM1 and ANK3, respectively. PLAA has not previously been described as a susceptibility gene, but 9p21 is implied as a schizophrenia linkage region. ACSM1 has been identified as a susceptibility gene in a previous schizophrenia GWAS study. The association of ANK3 with schizophrenia is intriguing in light of recent associations of ANK3 with bipolar disorder, thereby supporting the hypothesis of an overlap in genetic susceptibility between these psychopathological entities.


Subject(s)
Ankyrins/genetics , Genome-Wide Association Study , Polymorphism, Single Nucleotide/genetics , Schizophrenia/epidemiology , Schizophrenia/genetics , Coenzyme A Ligases/genetics , Cohort Studies , Europe/epidemiology , Female , Humans , Linkage Disequilibrium , Male , Norway/epidemiology , Proteins/genetics , Reference Values , Retrospective Studies , White People
9.
J Med Genet ; 46(11): 759-65, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19556253

ABSTRACT

BACKGROUND: Autism is a common childhood onset neurodevelopmental disorder, characterised by severe and sustained impairment of social interaction and social communication, as well as a notably restricted repertoire of activities and interests. Its aetiology is multifactorial with a strong genetic basis. EIF4E is the rate limiting component of eukaryotic translation initiation, and plays a key role in learning and memory through its control of translation within the synapse. EIF4E mediated translation is the final common process modulated by the mammalian target of rapamycin (mTOR), PTEN and fragile X mental retardation protein (FMRP) pathways, which are implicated in autism. Linkage of autism to the EIF4E region on chromosome 4q has been found in genome wide linkage studies. METHODS AND RESULTS: The authors present evidence that directly implicates EIF4E in autism. In a boy with classic autism, the authors observed a de novo chromosome translocation between 4q and 5q and mapped the breakpoint site to within a proposed alternative transcript of EIF4E. They then screened 120 autism families for mutations and found two unrelated families where in each case both autistic siblings and one of the parents harboured the same single nucleotide insertion at position -25 in the basal element of the EIF4E promoter. Electrophoretic mobility shift assays and reporter gene studies show that this mutation enhances binding of a nuclear factor and EIF4E promoter activity. CONCLUSIONS: These observations implicate EIF4E, and more specifically control of EIF4E activity, directly in autism. The findings raise the exciting possibility that pharmacological manipulation of EIF4E may provide therapeutic benefit for those with autism caused by disturbance of the converging pathways controlling EIF4E activity.


Subject(s)
Autistic Disorder/genetics , Eukaryotic Initiation Factor-4E/genetics , Gene Expression Regulation , Autistic Disorder/metabolism , Base Sequence , Brain/metabolism , Cell Line , Child, Preschool , Chromosome Mapping , DNA Mutational Analysis , Eukaryotic Initiation Factor-4E/biosynthesis , HeLa Cells , Humans , In Situ Hybridization, Fluorescence , Male , Molecular Sequence Data , Mutagenesis, Insertional , Mutation , Pedigree , Promoter Regions, Genetic , RNA, Messenger/metabolism , Sequence Alignment , Translocation, Genetic
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