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1.
Psychol Med ; 45(11): 2437-46, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25851411

ABSTRACT

BACKGROUND: Distinguishing bipolar disorder (BP) from major depressive disorder (MDD) has important relevance for prognosis and treatment. Prior studies have identified clinical features that differ between these two diseases but have been limited by heterogeneity and lack of replication. We sought to identify depression-related features that distinguish BP from MDD in large samples with replication. METHOD: Using a large, opportunistically ascertained collection of subjects with BP and MDD we selected 34 depression-related clinical features to test across the diagnostic categories in an initial discovery dataset consisting of 1228 subjects (386 BPI, 158 BPII and 684 MDD). Features significantly associated with BP were tested in an independent sample of 1000 BPI cases and 1000 MDD cases for classifying ability in receiver operating characteristic (ROC) analysis. RESULTS: Seven clinical features showed significant association with BPI compared with MDD: delusions, psychomotor retardation, incapacitation, greater number of mixed symptoms, greater number of episodes, shorter episode length, and a history of experiencing a high after depression treatment. ROC analyses of a model including these seven factors showed significant evidence for discrimination between BPI and MDD in an independent dataset (area under the curve = 0.83). Only two features (number of mixed symptoms, and feeling high after an antidepressant) showed an association with BPII versus MDD. CONCLUSIONS: Our study suggests that clinical features distinguishing depression in BPI versus MDD have important classification potential for clinical practice, and should also be incorporated as 'baseline' features in the evaluation of novel diagnostic biomarkers.


Subject(s)
Affective Symptoms/diagnosis , Bipolar Disorder/diagnosis , Depressive Disorder, Major/diagnosis , Adult , Diagnosis, Differential , Diagnostic and Statistical Manual of Mental Disorders , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , ROC Curve
2.
Mol Psychiatry ; 19(12): 1267-74, 2014 Dec.
Article in English | MEDLINE | ID: mdl-24296977

ABSTRACT

A study of genome-wide gene expression in major depressive disorder (MDD) was undertaken in a large population-based sample to determine whether altered expression levels of genes and pathways could provide insights into biological mechanisms that are relevant to this disorder. Gene expression studies have the potential to detect changes that may be because of differences in common or rare genomic sequence variation, environmental factors or their interaction. We recruited a European ancestry sample of 463 individuals with recurrent MDD and 459 controls, obtained self-report and semi-structured interview data about psychiatric and medical history and other environmental variables, sequenced RNA from whole blood and genotyped a genome-wide panel of common single-nucleotide polymorphisms. We used analytical methods to identify MDD-related genes and pathways using all of these sources of information. In analyses of association between MDD and expression levels of 13 857 single autosomal genes, accounting for multiple technical, physiological and environmental covariates, a significant excess of low P-values was observed, but there was no significant single-gene association after genome-wide correction. Pathway-based analyses of expression data detected significant association of MDD with increased expression of genes in the interferon α/Ɵ signaling pathway. This finding could not be explained by potentially confounding diseases and medications (including antidepressants) or by computationally estimated proportions of white blood cell types. Although cause-effect relationships cannot be determined from these data, the results support the hypothesis that altered immune signaling has a role in the pathogenesis, manifestation, and/or the persistence and progression of MDD.


Subject(s)
Depressive Disorder, Major/genetics , Interferon Type I/genetics , Adult , Depressive Disorder, Major/drug therapy , Female , Gene Expression , Genome-Wide Association Study , Humans , Interviews as Topic , Male , Middle Aged , Polymorphism, Single Nucleotide , Recurrence , Self Report , Sequence Analysis, RNA/methods , Signal Transduction/genetics , White People/genetics , Young Adult
3.
Mol Psychiatry ; 17(4): 433-44, 2012 Apr.
Article in English | MEDLINE | ID: mdl-21423239

ABSTRACT

The heritable component to attempted and completed suicide is partly related to psychiatric disorders and also partly independent of them. Although attempted suicide linkage regions have been identified on 2p11-12 and 6q25-26, there are likely many more such loci, the discovery of which will require a much higher resolution approach, such as the genome-wide association study (GWAS). With this in mind, we conducted an attempted suicide GWAS that compared the single-nucleotide polymorphism (SNP) genotypes of 1201 bipolar (BP) subjects with a history of suicide attempts to the genotypes of 1497 BP subjects without a history of suicide attempts. In all, 2507 SNPs with evidence for association at P<0.001 were identified. These associated SNPs were subsequently tested for association in a large and independent BP sample set. None of these SNPs were significantly associated in the replication sample after correcting for multiple testing, but the combined analysis of the two sample sets produced an association signal on 2p25 (rs300774) at the threshold of genome-wide significance (P=5.07 Ɨ 10(-8)). The associated SNPs on 2p25 fall in a large linkage disequilibrium block containing the ACP1 (acid phosphatase 1) gene, a gene whose expression is significantly elevated in BP subjects who have completed suicide. Furthermore, the ACP1 protein is a tyrosine phosphatase that influences Wnt signaling, a pathway regulated by lithium, making ACP1 a functional candidate for involvement in the phenotype. Larger GWAS sample sets will be required to confirm the signal on 2p25 and to identify additional genetic risk factors increasing susceptibility for attempted suicide.


Subject(s)
Bipolar Disorder/genetics , Bipolar Disorder/psychology , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/statistics & numerical data , Protein Tyrosine Phosphatases/genetics , Proto-Oncogene Proteins/genetics , Suicide, Attempted/psychology , Brain/metabolism , Case-Control Studies , Female , Genome-Wide Association Study/methods , Genotype , Humans , Male , Polymorphism, Single Nucleotide , Protein Tyrosine Phosphatases/metabolism , Proto-Oncogene Proteins/metabolism
4.
Psychol Med ; 42(7): 1449-59, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22099954

ABSTRACT

BACKGROUND: Co-morbidity of mood and anxiety disorders is common and often associated with greater illness severity. This study investigates clinical correlates and familiality of four anxiety disorders in a large sample of bipolar disorder (BP) and major depressive disorder (MDD) pedigrees. METHOD: The sample comprised 566 BP families with 1416 affected subjects and 675 MDD families with 1726 affected subjects. Clinical characteristics and familiality of panic disorder, social phobia, specific phobia and obsessive-compulsive disorder (OCD) were examined in BP and MDD pedigrees with multivariate modeling using generalized estimating equations. RESULTS: Co-morbidity between mood and anxiety disorders was associated with several markers of clinical severity, including earlier age of onset, greater number of depressive episodes and higher prevalence of attempted suicide, when compared with mood disorder without co-morbid anxiety. Familial aggregation was found with co-morbid panic and OCD in both BP and MDD pedigrees. Specific phobia showed familial aggregation in both MDD and BP families, although the findings in BP were just short of statistical significance after adjusting for other anxiety co-morbidities. We found no evidence for familiality of social phobia. CONCLUSIONS: Our findings suggest that co-morbidity of MDD and BP with specific anxiety disorders (OCD, panic disorder and specific phobia) is at least partly due to familial factors, which may be of relevance to both phenotypic and genetic studies of co-morbidity.


Subject(s)
Anxiety Disorders/epidemiology , Bipolar Disorder/epidemiology , Depressive Disorder, Major/epidemiology , Models, Statistical , Pedigree , Adult , Anxiety Disorders/genetics , Bipolar Disorder/genetics , Comorbidity , Depressive Disorder, Major/genetics , Female , Genetic Predisposition to Disease , Humans , Interview, Psychological , Male , Multivariate Analysis , Severity of Illness Index
5.
Mol Psychiatry ; 14(3): 261-8, 2009 Mar.
Article in English | MEDLINE | ID: mdl-18180755

ABSTRACT

The FKBP5 gene product forms part of a complex with the glucocorticoid receptor and can modulate cortisol-binding affinity. Variations in the gene have been associated with increased recurrence of depression and with rapid response to antidepressant treatment. We sought to determine whether common FKBP5 variants confer risk for bipolar disorder. We genotyped seven tag single-nucleotide polymorphisms (SNPs) in FKBP5, plus two SNPs previously associated with illness, in 317 families with 554 bipolar offspring, derived primarily from two studies. Single marker and haplotypic analyses were carried out with FBAT and EATDT employing the standard bipolar phenotype. Association analyses were also conducted using 11 disease-related variables as covariates. Under an additive genetic model, rs4713902 showed significant overtransmission of the major allele (P=0.0001), which was consistent across the two sample sets (P=0.004 and 0.006). rs7757037 showed evidence of association that was strongest under the dominant model (P=0.001). This result was consistent across the two datasets (P=0.017 and 0.019). The dominant model yielded modest evidence for association (P<0.05) for three additional markers. Covariate-based analyses suggested that genetic variation within FKBP5 may influence attempted suicide and number of depressive episodes in bipolar subjects. Our results are consistent with the well-established relationship between the hypothalamic-pituitary-adrenal (HPA) axis, which mediates the stress response through regulation of cortisol, and mood disorders. Ongoing whole-genome association studies in bipolar disorder and major depression should further clarify the role of FKBP5 and other HPA genes in these illnesses.


Subject(s)
Bipolar Disorder/genetics , Genetic Predisposition to Disease , Tacrolimus Binding Proteins/genetics , Bipolar Disorder/physiopathology , Cohort Studies , Haplotypes , Humans , Hypothalamo-Hypophyseal System/physiopathology , Linkage Disequilibrium , Mood Disorders/genetics , Mood Disorders/physiopathology , Pedigree , Pituitary-Adrenal System/physiopathology , Polymorphism, Single Nucleotide
6.
Am J Med Genet B Neuropsychiatr Genet ; 153B(2): 549-553, 2010 Mar 05.
Article in English | MEDLINE | ID: mdl-19691043

ABSTRACT

The Reelin gene (RELN) encodes a secretory glycoprotein critical for brain development and synaptic plasticity. Post-mortem studies have shown lower Reelin protein levels in the brains of patients with schizophrenia and bipolar disorder (BP) compared with controls. In a recent genome-wide association study of schizophrenia, the strongest association was found in a marker within RELN, although this association was seen only in women. In this study, we investigated whether genetic variation in RELN is associated with BP in a large family sample. We genotyped 75 tagSNPs and 6 coding SNPs in 1,188 individuals from 318 nuclear families, including 554 affected offspring. Quality control measures, transmission-disequilibrium tests (TDTs), and empirical simulations were performed in PLINK. We found a significant overtransmission of the C allele of rs362719 to BP offspring (OR = 1.47, P = 5.9 x 10(-4)); this withstood empirical correction for testing of multiple markers (empirical P = 0.048). In a hypothesis-driven secondary analysis, we found that the association with rs362719 was almost entirely accounted for by overtransmission of the putative risk allele to affected females (OR(Female) = 1.79, P = 8.9 x 10(-5) vs. OR(Male) = 1.12, P = 0.63). These results provide preliminary evidence that genetic variation in RELN is associated with susceptibility to BP and, in particular, to BP in females. However, our findings should be interpreted with caution until further replication and functional assays provide convergent support.


Subject(s)
Bipolar Disorder/genetics , Cell Adhesion Molecules, Neuronal/genetics , Extracellular Matrix Proteins/genetics , Nerve Tissue Proteins/genetics , Serine Endopeptidases/genetics , Alleles , Family Health , Female , Genetic Markers , Genotype , Humans , Male , Models, Genetic , Neurons/metabolism , Quality Control , Reelin Protein , Risk Factors , Schizophrenia/genetics , Sex Factors
7.
Am J Psychiatry ; 140(7): 930-1, 1983 Jul.
Article in English | MEDLINE | ID: mdl-6859321

ABSTRACT

Of 20 patients receiving ECT, those with high anticholinergic drug levels after ECT were at greater risk for developing post-ECT confusional states than were patients with low levels.


Subject(s)
Cognition Disorders/etiology , Confusion/etiology , Electroconvulsive Therapy/adverse effects , Parasympatholytics/blood , Adolescent , Adult , Aged , Depressive Disorder/drug therapy , Depressive Disorder/therapy , Female , Humans , Male , Middle Aged , Parasympatholytics/therapeutic use , Risk
8.
Mol Psychiatry ; 12(7): 630-9, 2007 Jul.
Article in English | MEDLINE | ID: mdl-17505464

ABSTRACT

Despite compelling evidence that genetic factors contribute to bipolar disorder (BP), attempts to identify susceptibility genes have met with limited success. This may be due to the genetic heterogeneity of the disorder. We sought to identify susceptibility loci for BP in a genome-wide linkage scan with and without clinical covariates that might reflect the underlying heterogeneity of the disorder. We genotyped 428 subjects in 98 BP families at the Center for Inherited Disease Research with 402 microsatellite markers. We first carried out a non-parametric linkage analysis with MERLIN, and then reanalyzed the data with LODPAL to incorporate clinical covariates for age at onset (AAO), psychosis and comorbid anxiety. We sought to further examine the top findings in the covariate analysis in an independent sample of 64 previously collected BP families. In the non-parametric linkage analysis, three loci were nominally significant under a narrow diagnostic model and seven other loci were nominally significant under a broader model. The top findings were on chromosomes 2q24 and 3q28. The covariate analyses yielded additional evidence for linkage on 3q28 with AAO in the primary and independent samples. Although none of the linked loci were genome-wide significant, their congruence with prior results and, for the covariate analyses, their identification in two separate samples increases the likelihood that they are true positives and deserve further investigation. These findings further demonstrate the value of considering clinical features that may reflect the underlying heterogeneity of disease in order to facilitate gene mapping.


Subject(s)
Bipolar Disorder/genetics , Chromosomes, Human, Pair 2/genetics , Chromosomes, Human, Pair 3/genetics , Genetic Linkage , Genetic Predisposition to Disease/genetics , Age of Onset , Bipolar Disorder/classification , Chromosome Mapping , Humans , Mood Disorders/classification , Mood Disorders/genetics , Pedigree , Statistics, Nonparametric
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