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1.
Biol Psychiatry ; 87(8): 697-707, 2020 04 15.
Article in English | MEDLINE | ID: mdl-31948640

ABSTRACT

BACKGROUND: Schizophrenia risk is associated with both genetic and environmental risk factors. Furthermore, cognitive abnormalities are established core characteristics of schizophrenia. We aim to assess whether a classification approach encompassing risk factors, cognition, and their associations can discriminate patients with schizophrenia (SCZs) from healthy control subjects (HCs). We hypothesized that cognition would demonstrate greater HC-SCZ classification accuracy and that combined gene-environment stratification would improve the discrimination performance of cognition. METHODS: Genome-wide association study-based genetic, environmental, and neurocognitive classifiers were trained to separate 337 HCs from 103 SCZs using support vector classification and repeated nested cross-validation. We validated classifiers on independent datasets using within-diagnostic (SCZ) and cross-diagnostic (clinically isolated syndrome for multiple sclerosis, another condition with cognitive abnormalities) approaches. Then, we tested whether gene-environment multivariate stratification modulated the discrimination performance of the cognitive classifier in iterative subsamples. RESULTS: The cognitive classifier discriminated SCZs from HCs with a balanced accuracy (BAC) of 88.7%, followed by environmental (BAC = 65.1%) and genetic (BAC = 55.5%) classifiers. Similar classification performance was measured in the within-diagnosis validation sample (HC-SCZ BACs, cognition = 70.5%; environment = 65.8%; genetics = 49.9%). The cognitive classifier was relatively specific to schizophrenia (HC-clinically isolated syndrome for multiple sclerosis BAC = 56.7%). Combined gene-environment stratification allowed cognitive features to classify HCs from SCZs with 89.4% BAC. CONCLUSIONS: Consistent with cognitive deficits being core features of the phenotype of SCZs, our results suggest that cognitive features alone bear the greatest amount of information for classification of SCZs. Consistent with genes and environment being risk factors, gene-environment stratification modulates HC-SCZ classification performance of cognition, perhaps providing another target for refining early identification and intervention strategies.


Subject(s)
Cognition Disorders , Cognitive Dysfunction , Schizophrenia , Cognition , Cognition Disorders/diagnosis , Cognition Disorders/genetics , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/genetics , Genome-Wide Association Study , Humans , Schizophrenia/genetics
2.
Neuropsychopharmacology ; 45(4): 613-621, 2020 03.
Article in English | MEDLINE | ID: mdl-31581175

ABSTRACT

Patients with schizophrenia (SCZ), as well as their unaffected siblings (SIB), show functional connectivity (FC) alterations during performance of tasks involving attention. As compared with SCZ, these alterations are present in SIB to a lesser extent and are more pronounced during high cognitive demand, thus possibly representing one of the pathways in which familial risk is translated into the SCZ phenotype. Our aim is to measure the separability of SCZ and SIB from healthy controls (HC) using attentional control-dependent FC patterns, and to test to which extent these patterns span a continuum of neurofunctional alterations between HC and SCZ. 65 SCZ with 65 age and gender-matched HC and 39 SIB with 39 matched HC underwent the Variable Attentional Control (VAC) task. Load-dependent connectivity matrices were generated according to correct responses in each VAC load. Classification performances of high, intermediate and low VAC load FC on HC-SCZ and HC-SIB cohorts were tested through machine learning techniques within a repeated nested cross-validation framework. HC-SCZ classification models were applied to the HC-SIB cohort, and vice-versa. A high load-related decreased FC pattern discriminated between HC and SCZ with 66.9% accuracy and with 57.7% accuracy between HC and SIB. A high load-related increased FC network separated SIB from HC (69.6% accuracy), but not SCZ from HC (48.5% accuracy). Our findings revealed signatures of attentional FC abnormalities shared by SCZ and SIB individuals. We also found evidence for potential, SIB-specific FC signature, which may point to compensatory neurofunctional mechanisms in persons at familial risk for schizophrenia.


Subject(s)
Attention/physiology , Brain/diagnostic imaging , Machine Learning , Nerve Net/diagnostic imaging , Schizophrenia/diagnostic imaging , Schizophrenic Psychology , Adult , Female , Humans , Magnetic Resonance Imaging/methods , Male , Multivariate Analysis , Neuropsychological Tests , Risk Factors
3.
Psychiatry Res ; 256: 359-364, 2017 10.
Article in English | MEDLINE | ID: mdl-28686933

ABSTRACT

Depression in schizophrenia represents a challenge from a diagnostic, psychopathological and therapeutic perspective. The objective of this study is to test the hypothesis that resilience and self-stigma affect depression severity and to evaluate the strength of their relations in 921 patients with schizophrenia. A structural equation model was tested where depression is hypothesized as affected by resilience, internalized stigma, gender and negative symptoms, with the latter two variables used as exogenous covariates and the former two as mediators. The analysis reveals that low resilience, high negative symptoms, female gender were directly associated with depression severity, and internalized stigma acted only as a mediator between avolition and resilience, with similar magnitude. The cross-sectional study design and the variable selection limit the generalizability of the study results. The model supports a complex interaction between personal resources and negative symptoms in predicting depression in schizophrenia. The clinical implication of these findings is that personal resources could be a significant target of psychosocial treatments.


Subject(s)
Depression/psychology , Resilience, Psychological , Schizophrenic Psychology , Self Concept , Social Stigma , Adolescent , Adult , Aged , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Schizophrenia/complications , Young Adult
4.
Schizophr Res ; 180: 13-20, 2017 02.
Article in English | MEDLINE | ID: mdl-27449252

ABSTRACT

Previous evidence suggests reduced thalamic grey matter volume (GMV) in patients with schizophrenia (SCZ). However, it is not considered an intermediate phenotype for schizophrenia, possibly because previous studies did not assess the contribution of individual thalamic nuclei and employed univariate statistics. Here, we hypothesized that multivariate statistics would reveal an association of GMV in different thalamic nuclei with familial risk for schizophrenia. We also hypothesized that accounting for the heterogeneity of thalamic GMV in healthy controls would improve the detection of subjects at familial risk for the disorder. We acquired MRI scans for 96 clinically stable SCZ, 55 non-affected siblings of patients with schizophrenia (SIB), and 249 HC. The thalamus was parceled into seven regions of interest (ROIs). After a canonical univariate analysis, we used GMV estimates of thalamic ROIs, together with total thalamic GMV and premorbid intelligence, as features in Random Forests to classify HC, SIB, and SCZ. Then, we computed a Misclassification Index for each individual and tested the improvement in SIB detection after excluding a subsample of HC misclassified as patients. Random Forests discriminated SCZ from HC (accuracy=81%) and SIB from HC (accuracy=75%). Left anteromedial thalamic volumes were significantly associated with both multivariate classifications (p<0.05). Excluding HC misclassified as SCZ improved greatly HC vs. SIB classification (Cohen's d=1.39). These findings suggest that multivariate statistics identify a familial background associated with thalamic GMV reduction in SCZ. They also suggest the relevance of inter-individual variability of GMV patterns for the discrimination of individuals at familial risk for the disorder.


Subject(s)
Genetic Predisposition to Disease , Gray Matter/diagnostic imaging , Schizophrenia/diagnostic imaging , Schizophrenia/genetics , Siblings , Thalamic Nuclei/diagnostic imaging , Adolescent , Adult , Female , Functional Laterality , Humans , Image Processing, Computer-Assisted , Male , Middle Aged , Multivariate Analysis , Organ Size , Psychiatric Status Rating Scales , Schizophrenia/drug therapy , Supervised Machine Learning , Young Adult
5.
Schizophr Res ; 173(1-2): 23-9, 2016 May.
Article in English | MEDLINE | ID: mdl-27012899

ABSTRACT

Anomalies in behavioral correlates of attentional processing and related brain activity are crucial correlates of schizophrenia and associated with familial risk for this brain disorder. However, it is not clear how brain functional connectivity during attentional processes is key for schizophrenia and linked with trait vs. state related variables. To address this issue, we investigated patterns of functional connections during attentional control in healthy siblings of patients with schizophrenia, who share with probands genetic features but not variables related to the state of the disorder. 356 controls, 55 patients with schizophrenia on stable treatment with antipsychotics and 40 healthy siblings of patients with this brain disorder underwent the Variable Attentional Control (VAC) task during fMRI. Independent Component Analysis (ICA) is allowed to identify independent components (IC) of BOLD signal recorded during task performance. Results indicated reduced connectivity strength in patients with schizophrenia as well as in their healthy siblings in left thalamus within an attentional control component and greater connectivity in right medial prefrontal cortex (PFC) within the so-called Default Mode Network (DMN) compared to healthy individuals. These results suggest a relationship between familial risk for schizophrenia and brain functional networks during attentional control, such that this biological phenotype may be considered a useful intermediate phenotype in order to link genes effects to aspects of the pathophysiology of this brain disorder.


Subject(s)
Attention/physiology , Family Health , Schizophrenia/pathology , Schizophrenia/physiopathology , Adult , Analysis of Variance , Brain Mapping , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Models, Neurological , Oxygen/blood , Prefrontal Cortex/diagnostic imaging , Principal Component Analysis , Psychiatric Status Rating Scales , Schizophrenia/diagnostic imaging , Schizophrenia/genetics , Thalamus/diagnostic imaging , Young Adult
6.
Epigenetics ; 11(1): 11-23, 2016.
Article in English | MEDLINE | ID: mdl-26889735

ABSTRACT

Epigenetic mechanisms can mediate gene-environment interactions relevant for complex disorders. The BDNF gene is crucial for development and brain plasticity, is sensitive to environmental stressors, such as hypoxia, and harbors the functional SNP rs6265 (Val(66)Met), which creates or abolishes a CpG dinucleotide for DNA methylation. We found that methylation at the BDNF rs6265 Val allele in peripheral blood of healthy subjects is associated with hypoxia-related early life events (hOCs) and intermediate phenotypes for schizophrenia in a distinctive manner, depending on rs6265 genotype: in ValVal individuals increased methylation is associated with exposure to hOCs and impaired working memory (WM) accuracy, while the opposite is true for ValMet subjects. Also, rs6265 methylation and hOCs interact in modulating WM-related prefrontal activity, another intermediate phenotype for schizophrenia, with an analogous opposite direction in the 2 genotypes. Consistently, rs6265 methylation has a different association with schizophrenia risk in ValVals and ValMets. The relationships of methylation with BDNF levels and of genotype with BHLHB2 binding likely contribute to these opposite effects of methylation. We conclude that BDNF rs6265 methylation interacts with genotype to bridge early environmental exposures to adult phenotypes, relevant for schizophrenia. The study of epigenetic changes in regions containing genetic variation relevant for human diseases may have beneficial implications for the understanding of how genes are actually translated into phenotypes.


Subject(s)
Brain-Derived Neurotrophic Factor/genetics , DNA Methylation , Epigenesis, Genetic , Genotype , Schizophrenia/genetics , Alleles , Animals , Basic Helix-Loop-Helix Transcription Factors/metabolism , Female , Gene-Environment Interaction , Homeodomain Proteins/metabolism , Humans , Hypoxia/physiopathology , Memory, Short-Term , Methionine , Mice , Mice, Inbred C57BL , Mice, Transgenic , Phenotype , Polymorphism, Single Nucleotide , Pregnancy , Pregnancy Complications/physiopathology , Prenatal Exposure Delayed Effects/genetics , Protein Binding , Risk Factors , Valine
7.
Front Behav Neurosci ; 9: 97, 2015.
Article in English | MEDLINE | ID: mdl-25954172

ABSTRACT

Earlier studies have demonstrated that emotional stimulation modulates attentional processing during goal-directed behavior and related activity of a brain network including the inferior frontal gyrus (IFG) and the caudate nucleus. However, it is not clear how emotional interference modulates behavior and brain physiology during variation in attentional control, a relevant question for everyday life situations in which both emotional stimuli and cognitive load vary. The aim of this study was to investigate the impact of negative emotions on behavior and activity in IFG and caudate nucleus during increasing levels of attentional control. Twenty two healthy subjects underwent event-related functional magnetic resonance imaging while performing a task in which neutral or fearful facial expressions were displayed before stimuli eliciting increasing levels of attentional control processing. Results indicated slower reaction time (RT) and greater right IFG activity when fearful compared with neutral facial expressions preceded the low level of attentional control. On the other hand, fearful facial expressions preceding the intermediate level of attentional control elicited faster behavioral responses and greater activity in the right and left sides of the caudate. Finally, correlation analysis indicated a relationship between behavioral correlates of attentional control after emotional interference and right IFG activity. All together, these results suggest that the impact of negative emotions on attentional processing is differentially elicited at the behavioral and physiological levels as a function of cognitive load.

8.
Neuropsychopharmacology ; 40(7): 1600-8, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25563748

ABSTRACT

Dopamine D2 and serotonin 5-HT2A receptors contribute to modulate prefrontal cortical physiology and response to treatment with antipsychotics in schizophrenia. Similarly, functional variation in the genes encoding these receptors is also associated with these phenotypes. In particular, the DRD2 rs1076560 T allele predicts a lower ratio of expression of D2 short/long isoforms, suboptimal working memory processing, and better response to antipsychotic treatment compared with the G allele. Furthermore, the HTR2A T allele is associated with lower 5-HT2A expression, impaired working memory processing, and poorer response to antipsychotics compared with the C allele. Here, we investigated in healthy subjects whether these functional polymorphisms have a combined effect on prefrontal cortical physiology and related cognitive behavior linked to schizophrenia as well as on response to treatment with second-generation antipsychotics in patients with schizophrenia. In a total sample of 620 healthy subjects, we found that subjects with the rs1076560 T and rs6314 T alleles have greater fMRI prefrontal activity during working memory. Similar results were obtained within the attentional domain. Also, the concomitant presence of the rs1076560 T/rs6314 T alleles also predicted lower behavioral accuracy during working memory. Moreover, we found that rs1076560 T carrier/rs6314 CC individuals had better responses to antipsychotic treatment in two independent samples of patients with schizophrenia (n=63 and n=54, respectively), consistent with the previously reported separate effects of these genotypes. These results indicate that DRD2 and HTR2A genetic variants together modulate physiological prefrontal efficiency during working memory and also modulate the response to antipsychotics. Therefore, these results suggest that further exploration is needed to better understand the clinical consequences of these genotype-phenotype relationships.


Subject(s)
Antipsychotic Agents/pharmacology , Brain/drug effects , Memory, Short-Term/drug effects , Polymorphism, Single Nucleotide/genetics , Receptor, Serotonin, 5-HT2A/genetics , Receptors, Dopamine D2/genetics , Adult , Analysis of Variance , Brain/blood supply , Cohort Studies , Female , Genotype , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Memory, Short-Term/physiology , Neuropsychological Tests , Oxygen/blood , Pharmacogenetics , Young Adult
9.
Front Behav Neurosci ; 8: 235, 2014.
Article in English | MEDLINE | ID: mdl-25071490

ABSTRACT

"Schizotypy" is a latent organization of personality related to the genetic risk for schizophrenia. Some evidence suggests that schizophrenia and schizotypy share some biological features, including a link to dopaminergic D2 receptor signaling. A polymorphism in the D2 gene (DRD2 rs1076560, guanine > thymine (G > T)) has been associated with the D2 short/long isoform expression ratio, as well as striatal dopamine signaling and prefrontal cortical activity during different cognitive operations, which are measures that are altered in patients with schizophrenia. Our aim is to determine the association of schizotypy scores with the DRD2 rs1076560 genotype in healthy individuals and their interaction with prefrontal activity during attention and D2 striatal signaling. A total of 83 healthy subjects were genotyped for DRD2 rs1076560 and completed the Schizotypal Personality Questionnaire (SPQ). Twenty-six participants underwent SPECT with [(123)I]IBZM D2 receptor radiotracer, while 68 performed an attentional control task during fMRI. We found that rs1076560 GT subjects had greater SPQ scores than GG individuals. Moreover, the interaction between schizotypy and the GT genotype predicted prefrontal activity and related attentional behavior, as well as striatal binding of IBZM. No interaction was found in GG individuals. These results suggest that rs1076560 GT healthy individuals are prone to higher levels of schizotypy, and that the interaction between rs1076560 and schizotypy scores modulates phenotypes related to the pathophysiology of schizophrenia, such as prefrontal activity and striatal dopamine signaling. These results provide systems-level qualitative evidence for mapping the construct of schizotypy in healthy individuals onto the schizophrenia continuum.

10.
PLoS One ; 9(6): e99892, 2014.
Article in English | MEDLINE | ID: mdl-24940743

ABSTRACT

Cognitive dysfunction is central to the schizophrenia phenotype. Genetic and functional studies have implicated Disrupted-in-Schizophrenia 1 (DISC1), a leading candidate gene for schizophrenia and related psychiatric conditions, in cognitive function. Altered expression of DISC1 and DISC1-interactors has been identified in schizophrenia. Dysregulated expression of DISC1-interactome genes might, therefore, contribute to schizophrenia susceptibility via disruption of molecular systems required for normal cognitive function. Here, the blood RNA expression levels of DISC1 and DISC1-interacting proteins were measured in 63 control subjects. Cognitive function was assessed using neuropsychiatric tests and functional magnetic resonance imaging was used to assess the activity of prefrontal cortical regions during the N-back working memory task, which is abnormal in schizophrenia. Pairwise correlations between gene expression levels and the relationship between gene expression levels and cognitive function and N-back-elicited brain activity were assessed. Finally, the expression levels of DISC1, AKAP9, FEZ1, NDEL1 and PCM1 were compared between 63 controls and 69 schizophrenic subjects. We found that DISC1-interactome genes showed correlated expression in the blood of healthy individuals. The expression levels of several interactome members were correlated with cognitive performance and N-back-elicited activity in the prefrontal cortex. In addition, DISC1 and NDEL1 showed decreased expression in schizophrenic subjects compared to healthy controls. Our findings highlight the importance of the coordinated expression of DISC1-interactome genes for normal cognitive function and suggest that dysregulated DISC1 and NDEL1 expression might, in part, contribute to susceptibility for schizophrenia via disruption of prefrontal cortex-dependent cognitive functions.


Subject(s)
Cognition , Nerve Tissue Proteins/genetics , Schizophrenia/genetics , Schizophrenia/physiopathology , Adult , Case-Control Studies , Female , Gene Expression Regulation , Humans , Male , Nerve Tissue Proteins/metabolism , Phenotype , Prefrontal Cortex/physiopathology , Principal Component Analysis , Protein Binding
11.
PLoS One ; 9(5): e95997, 2014.
Article in English | MEDLINE | ID: mdl-24819610

ABSTRACT

BACKGROUND: Prefrontal behavior and activity in humans are heritable. Studies in animals demonstrate an interaction between dopamine D2 receptors and nicotinic acetylcholine receptors on prefrontal behavior but evidence in humans is weak. Therefore, we hypothesize that genetic variation regulating dopamine D2 and nicotinic acetylcholine receptor signaling impact prefrontal cortex activity and related cognition. To test this hypothesis in humans, we explored the interaction between functional genetic variants in the D2 receptor gene (DRD2, rs1076560) and in the nicotinic receptor α5 gene (CHRNA5, rs16969968) on both dorsolateral prefrontal cortex mediated behavior and physiology during working memory and on prefrontal gray matter volume. METHODS: A large sample of healthy subjects was compared for genotypic differences for DRD2 rs1076560 (G>T) and CHNRA5 rs16969968 (G>A) on prefrontal phenotypes, including cognitive performance at the N-Back task, prefrontal physiology with BOLD fMRI during performance of the 2-Back working memory task, and prefrontal morphometry with structural MRI. RESULTS: We found that DRD2 rs1076560 and CHNRA5 rs16969968 interact to modulate cognitive function, prefrontal physiology during working memory, and prefrontal gray matter volume. More specifically, CHRNA5-AA/DRD2-GT subjects had greater behavioral performance, more efficient prefrontal cortex activity at 2Back working memory task, and greater prefrontal gray matter volume than the other genotype groups. CONCLUSIONS: The present data extend previous studies in animals and enhance our understanding of dopamine and acetylcholine signaling in the human prefrontal cortex, demonstrating interactions elicited by working memory that are modulated by genetic variants in DRD2 and CHRNA5.


Subject(s)
Memory, Short-Term/physiology , Nerve Tissue Proteins/metabolism , Prefrontal Cortex/metabolism , Prefrontal Cortex/physiology , Receptors, Dopamine D2/metabolism , Receptors, Nicotinic/metabolism , Adult , Female , Genotype , Humans , Magnetic Resonance Imaging , Male , Nerve Tissue Proteins/genetics , Receptors, Dopamine D2/genetics , Receptors, Nicotinic/genetics , Young Adult
12.
Psychopharmacology (Berl) ; 231(11): 2361-70, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24424781

ABSTRACT

RATIONALE: Pharmacological stimulation of D2 receptors modulates prefrontal neural activity associated with working memory (WM) processing. The T allele of a functional single-nucleotide polymorphism (SNP) within DRD2 (rs1076560 G > T) predicts reduced relative expression of the D2S receptor isoform and less efficient neural cortical responses during WM tasks. OBJECTIVE: We used functional MRI to test the hypothesis that DRD2 rs1076560 genotype interacts with pharmacological stimulation of D2 receptors with bromocriptine on prefrontal responses during different loads of a spatial WM task (N-Back). METHODS: Fifty-three healthy subjects (38 GG and 15 GT) underwent two 3-T functional MRI scans while performing the 1-, 2- and 3-Back versions of the N-Back WM task. Before the imaging sessions, either bromocriptine or placebo was administered to all subjects in a counterbalanced order. A factorial repeated-measures ANOVA within SPM8 (p < 0.05, family-wise error corrected) was used. RESULTS: On bromocriptine, GG subjects had reduced prefrontal activity at 3-Back together with a significant decrement in performance, compared with placebo. On the other hand, GT subjects had lower activity for the same level of performance at 1-Back but a trend for reduced behavioral performance in the face of unchanged activity at 2-Back. CONCLUSIONS: These results indicate that bromocriptine stimulation modulates prefrontal activity in terms of disengagement or of efficiency depending on DRD2 genotype and working memory load.


Subject(s)
Bromocriptine/pharmacology , Dopamine Agonists/pharmacology , Memory, Short-Term/drug effects , Polymorphism, Single Nucleotide , Prefrontal Cortex/drug effects , Receptors, Dopamine D2/genetics , Adult , Analysis of Variance , Brain Mapping , Cross-Over Studies , Double-Blind Method , Female , Genotype , Humans , Magnetic Resonance Imaging , Male , Memory, Short-Term/physiology , Neuropsychological Tests , Oxygen/blood , Prefrontal Cortex/blood supply , Prefrontal Cortex/physiology , Receptors, Dopamine D2/metabolism , Task Performance and Analysis
14.
JAMA Psychiatry ; 70(9): 921-30, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23842608

ABSTRACT

IMPORTANCE: Serotonin (5-hydroxytryptamine) receptor 2a (5-HT2AR) signaling is important for modulation of corticostriatal pathways and prefrontal activity during cognition. Furthermore, newer antipsychotic drugs target 5-HT2AR. A single-nucleotide polymorphism in the 5-HT2AR gene (HTR2A rs6314, C>T; OMIM 182135) has been weakly associated with differential 5-HT2AR signaling and with physiologic as well as behavioral effects. OBJECTIVE: To use a hierarchical approach to determine the functional effects of this single-nucleotide polymorphism on 5-HT2AR messenger RNA and protein expression, on prefrontal phenotypes linked with genetic risk for schizophrenia, and on treatment with olanzapine. DESIGN: In silico predictions, in vitro, and case-control investigations. SETTING: Academic and clinical facilities. PARTICIPANTS: The postmortem study included 112 brains from healthy individuals; the in vivo investigation included a total sample of 371 healthy individuals and patients with schizophrenia. EXPOSURES Patients received olanzapine monotherapy for 8 weeks. MAIN OUTCOMES AND MEASURES: In silico predictions, messenger RNA, and protein expression in postmortem human prefrontal cortex and HeLa cells, functional magnetic resonance imaging prefrontal activity and behavior during working memory and attention in healthy individuals, and response to an 8-week trial of olanzapine treatment in patients with schizophrenia. RESULTS: Bioinformatic analysis predicted that rs6314 alters patterns of splicing, with possible effects on HTR2A expression. Moreover, the T allele was associated with reduced prefrontal messenger RNA expression in postmortem prefrontal cortex, with reduced protein expression in vitro, inefficient prefrontal blood oxygen level-dependent functional magnetic resonance imaging response during working memory and attentional control processing, and impaired working memory and attention behavior, as well as with attenuated improvement in negative symptoms after olanzapine treatment. CONCLUSIONS AND RELEVANCE: Our results suggest that HTR2A rs6314 affects 5-HT2AR expression and functionally contributes to genetic modulation of known endophenotypes of schizophrenia-like higher-level cognitive behaviors and related prefrontal activity, as well as response to treatment with olanzapine.


Subject(s)
Antipsychotic Agents/pharmacology , Benzodiazepines/pharmacology , Genetic Variation/genetics , Magnetic Resonance Imaging/methods , Prefrontal Cortex/metabolism , Receptor, Serotonin, 5-HT2A/genetics , Adult , Alleles , Cognition Disorders/drug therapy , Cognition Disorders/genetics , Cognition Disorders/metabolism , Endophenotypes , Female , HeLa Cells/metabolism , Humans , Magnetic Resonance Imaging/instrumentation , Male , Olanzapine , Prefrontal Cortex/drug effects , Prefrontal Cortex/physiopathology , Schizophrenia/drug therapy , Schizophrenia/genetics , Schizophrenia/physiopathology , Selective Serotonin Reuptake Inhibitors/pharmacology , Young Adult
15.
Am J Psychiatry ; 170(8): 868-76, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23598903

ABSTRACT

OBJECTIVE Glycogen synthase kinase 3ß (GSK-3ß) is an enzyme implicated in neurodevelopmental processes with a broad range of substrates mediating several canonical signaling pathways in the brain. The authors investigated the association of variation in the GSK-3ß gene with a series of progressively more complex phenotypes of relevance to schizophrenia, a neurodevelopmental disorder with strong genetic risk. METHOD Based on computer predictions, the authors investigated in humans the association of GSK-3ß functional variation with 1) GSK-3ß mRNA expression from postmortem prefrontal cortex, 2) GSK-3ß and ß-catenin protein expression from peripheral blood mononuclear cells (PBMCs), 3) prefrontal imaging phenotypes, and 4) diagnosis of schizophrenia. RESULTS Consistent with predictions, the TT genotype of a single-nucleotide polymorphism in GSK-3ß (rs12630592) was associated with reduced GSK-3ß mRNA from postmortem prefrontal cortex. Furthermore, this genotype was associated with GSK-3ß protein expression and kinase activity, as well as with downstream effects on ß-catenin expression in PBMCs. Finally, the TT genotype was associated with attenuated functional MRI prefrontal activity, reduced prefrontal cortical thickness, and diagnosis of schizophrenia. CONCLUSIONS These results suggest that GSK-3ß variation is implicated in multiple phenotypes relevant to schizophrenia.


Subject(s)
Cognition Disorders/genetics , Cognition Disorders/physiopathology , Gene Expression/genetics , Glycogen Synthase Kinase 3/genetics , Image Interpretation, Computer-Assisted , Imaging, Three-Dimensional , Magnetic Resonance Imaging , Prefrontal Cortex/physiopathology , Schizophrenia/genetics , Schizophrenia/physiopathology , Schizophrenic Psychology , Adult , Attention/physiology , Cognition Disorders/diagnosis , Computer Simulation , Female , Genetic Predisposition to Disease/genetics , Glycogen Synthase Kinase 3 beta , Humans , Male , Phenotype , Polymorphism, Single Nucleotide/genetics , Prefrontal Cortex/pathology , RNA, Messenger/genetics , Schizophrenia/diagnosis , Signal Transduction/genetics , Young Adult , beta Catenin/genetics
16.
Schizophr Bull ; 39(1): 206-16, 2013 Jan.
Article in English | MEDLINE | ID: mdl-21976709

ABSTRACT

The default mode network (DMN) comprises a set of brain regions with "increased" activity during rest relative to cognitive processing. Activity in the DMN is associated with functional connections with the striatum and dopamine (DA) levels in this brain region. A functional single-nucleotide polymorphism within the dopamine D2 receptor gene (DRD2, rs1076560 G > T) shifts splicing of the 2 D2 isoforms, D2 short and D2 long, and has been associated with striatal DA signaling as well as with cognitive processing. However, the effects of this polymorphism on DMN have not been explored. The aim of this study was to evaluate the effects of rs1076560 on DMN and striatal connectivity and on their relationship with striatal DA signaling. Twenty-eight subjects genotyped for rs1076560 underwent functional magnetic resonance imaging during a working memory task and 123 55 I-Fluoropropyl-2-beta-carbomethoxy-3-beta(4-iodophenyl) nortropan Single Photon Emission Computed Tomography ([(123)I]-FP-CIT SPECT) imaging (a measure of dopamine transporter [DAT] binding). Spatial group-independent component (IC) analysis was used to identify DMN and striatal ICs. Within the anterior DMN IC, GG subjects had relatively greater connectivity in medial prefrontal cortex (MPFC), which was directly correlated with striatal DAT binding. Within the posterior DMN IC, GG subjects had reduced connectivity in posterior cingulate relative to T carriers. Additionally, rs1076560 genotype predicted connectivity differences within a striatal network, and these changes were correlated with connectivity in MPFC and posterior cingulate within the DMN. These results suggest that genetically determined D2 receptor signaling is associated with DMN connectivity and that these changes are correlated with striatal function and presynaptic DA signaling.


Subject(s)
Corpus Striatum , Dopamine Plasma Membrane Transport Proteins/metabolism , Genotype , Prefrontal Cortex , Receptors, Dopamine D2/genetics , Tomography, Emission-Computed, Single-Photon/methods , Adult , Corpus Striatum/diagnostic imaging , Corpus Striatum/metabolism , Corpus Striatum/physiopathology , Female , Humans , Magnetic Resonance Imaging/instrumentation , Magnetic Resonance Imaging/methods , Male , Nerve Net/metabolism , Nerve Net/physiopathology , Polymorphism, Single Nucleotide/genetics , Prefrontal Cortex/diagnostic imaging , Prefrontal Cortex/metabolism , Prefrontal Cortex/physiopathology , Protein Binding/genetics , Tomography, Emission-Computed, Single-Photon/instrumentation , Young Adult
17.
Proc Natl Acad Sci U S A ; 108(3): 1158-63, 2011 Jan 18.
Article in English | MEDLINE | ID: mdl-21187413

ABSTRACT

The D2/AKT1/GSK-3ß signaling pathway has been involved in the downstream intracellular effects of dopamine, in the pathophysiology of cognitive deficits and related brain activity in schizophrenia, as well as in response to treatment with antipsychotics. Polymorphisms in the D2 (DRD2 rs1076560) and AKT1 (AKT1 rs1130233) genes have been associated with their respective protein expression and with higher-order cognition and brain function, including attention. Given the strong potential for their relationship, we investigated the interaction of these polymorphisms on multiple molecular and in vivo phenotypes associated with this signaling pathway. We measured AKT1 and GSK-3ß proteins and phosphorylation in human peripheral blood mononuclear cells, functional MRI cingulate response during attentional control, behavioral accuracy during sustained attention, and response to 8 wk of treatment with olanzapine in a total of 190 healthy subjects and 66 patients with schizophrenia. In healthy subjects, we found that the interaction between the T allele of DRD2 rs1076560 and the A allele of AKT1 rs1130233 was associated with reduced AKT1 protein levels and reduced phosphorylation of GSK-3ß, as well as with altered cingulate response and reduced behavioral accuracy during attentional processing. On the other hand, interaction of these two alleles was associated with greater improvement of Positive and Negative Syndrome Scale scores in patients with schizophrenia after treatment with olanzapine. The present results indicate that these functional polymorphisms are epistatically associated with multiple phenotypes of relevance to schizophrenia. Our results also lend support to further investigation of this downstream molecular pathway in the etiology and treatment of this disorder.


Subject(s)
Antipsychotic Agents/pharmacology , Attention/physiology , Benzodiazepines/pharmacology , Proto-Oncogene Proteins c-akt/metabolism , Receptors, Dopamine D2/metabolism , Schizophrenia/drug therapy , Schizophrenia/physiopathology , Signal Transduction/physiology , Antipsychotic Agents/therapeutic use , Attention/drug effects , Benzodiazepines/therapeutic use , Cyclic AMP/metabolism , Epistasis, Genetic , Genotype , Glycogen Synthase Kinase 3/metabolism , Glycogen Synthase Kinase 3 beta , Humans , Magnetic Resonance Imaging , Olanzapine , Phosphorylation , Protein Isoforms/genetics , Protein Isoforms/metabolism , Proto-Oncogene Proteins c-akt/genetics , Psychomotor Performance/drug effects , Psychomotor Performance/physiology , Receptors, Dopamine D2/genetics , Schizophrenia/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics
18.
PLoS One ; 5(2): e9348, 2010 Feb 22.
Article in English | MEDLINE | ID: mdl-20179754

ABSTRACT

BACKGROUND: Variation of the gene coding for D2 receptors (DRD2) has been associated with risk for schizophrenia and with working memory deficits. A functional intronic SNP (rs1076560) predicts relative expression of the two D2 receptors isoforms, D2S (mainly pre-synaptic) and D2L (mainly post-synaptic). However, the effect of functional genetic variation of DRD2 on striatal dopamine D2 signaling and on its correlation with prefrontal activity during working memory in humans is not known. METHODS: Thirty-seven healthy subjects were genotyped for rs1076560 (G>T) and underwent SPECT with [123I]IBZM (which binds primarily to post-synaptic D2 receptors) and with [123I]FP-CIT (which binds to pre-synaptic dopamine transporters, whose activity and density is also regulated by pre-synaptic D2 receptors), as well as BOLD fMRI during N-Back working memory. RESULTS: Subjects carrying the T allele (previously associated with reduced D2S expression) had striatal reductions of [123I]IBZM and of [123I]FP-CIT binding. DRD2 genotype also differentially predicted the correlation between striatal dopamine D2 signaling (as identified with factor analysis of the two radiotracers) and activity of the prefrontal cortex during working memory as measured with BOLD fMRI, which was positive in GG subjects and negative in GT. CONCLUSIONS: Our results demonstrate that this functional SNP within DRD2 predicts striatal binding of the two radiotracers to dopamine transporters and D2 receptors as well as the correlation between striatal D2 signaling with prefrontal cortex activity during performance of a working memory task. These data are consistent with the possibility that the balance of excitatory/inhibitory modulation of striatal neurons may also affect striatal outputs in relationship with prefrontal activity during working memory performance within the cortico-striatal-thalamic-cortical pathway.


Subject(s)
Corpus Striatum/metabolism , Memory, Short-Term/physiology , Prefrontal Cortex/physiology , Receptors, Dopamine D2/genetics , Adult , Analysis of Variance , Benzamides/metabolism , Binding, Competitive , Dopamine Antagonists/metabolism , Female , Genotype , Humans , Introns/genetics , Magnetic Resonance Imaging , Male , Polymorphism, Single Nucleotide , Prefrontal Cortex/anatomy & histology , Psychomotor Performance/physiology , Pyrrolidines/metabolism , Radioligand Assay , Receptors, Dopamine D2/metabolism , Young Adult
19.
Neuropsychopharmacology ; 35(4): 904-12, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19956088

ABSTRACT

Earlier studies have shown widespread alterations of functional connectivity of various brain networks in schizophrenia, including the default mode network (DMN). The DMN has also an important role in the performance of cognitive tasks. Furthermore, treatment with second-generation antipsychotic drugs may ameliorate to some degree working memory (WM) deficits and related brain activity. The aim of this study was to evaluate the effects of treatment with olanzapine monotherapy on functional connectivity among brain regions of the DMN during WM. Seventeen patients underwent an 8-week prospective study and completed two functional magnetic resonance imaging (fMRI) scans at 4 and 8 weeks of treatment during the performance of the N-back WM task. To control for potential repetition effects, 19 healthy controls also underwent two fMRI scans at a similar time interval. We used spatial group-independent component analysis (ICA) to analyze fMRI data. Relative to controls, patients with schizophrenia had reduced connectivity strength within the DMN in posterior cingulate, whereas it was greater in precuneus and inferior parietal lobule. Treatment with olanzapine was associated with increases in DMN connectivity with ventromedial prefrontal cortex, but not in posterior regions of DMN. These results suggest that treatment with olanzapine is associated with the modulation of DMN connectivity in schizophrenia. In addition, our findings suggest critical functional differences in the regions of DMN.


Subject(s)
Antipsychotic Agents/therapeutic use , Benzodiazepines/therapeutic use , Brain Mapping , Memory Disorders , Schizophrenia/complications , Adult , Antipsychotic Agents/pharmacology , Benzodiazepines/pharmacology , Brain/blood supply , Brain/drug effects , Case-Control Studies , Chi-Square Distribution , Female , Follow-Up Studies , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Memory Disorders/drug therapy , Memory Disorders/etiology , Memory Disorders/pathology , Memory, Short-Term/drug effects , Nerve Net/blood supply , Nerve Net/drug effects , Neuropsychological Tests , Olanzapine , Oxygen/blood , Principal Component Analysis/methods , Prospective Studies , Schizophrenia/drug therapy , Schizophrenia/pathology , Time Factors , Young Adult
20.
Cereb Cortex ; 20(4): 837-45, 2010 Apr.
Article in English | MEDLINE | ID: mdl-19633177

ABSTRACT

Previous studies have reported abnormal prefrontal and cingulate activity during attentional control processing in schizophrenia. However, it is not clear how variation in attentional control load modulates activity within these brain regions in this brain disorder. The aim of this study in schizophrenia is to investigate the impact of increasing levels of attentional control processing on prefrontal and cingulate activity. Blood oxygen level-dependent (BOLD) responses of 16 outpatients with schizophrenia were compared with those of 21 healthy subjects while performing a task eliciting increasing levels of attentional control during event-related functional magnetic resonance imaging at 3 T. Results showed reduced behavioral performance in patients at greater attentional control levels. Imaging data indicated greater prefrontal activity at intermediate attentional control levels in patients but greater prefrontal and cingulate responses at high attentional control demands in controls. The BOLD activity profile of these regions in controls increased linearly with increasing cognitive loads, whereas in patients, it was nonlinear. Correlation analysis consistently showed differential region and load-specific relationships between brain activity and behavior in the 2 groups. These results indicate that varying attentional control load is associated in schizophrenia with load- and region-specific modification of the relationship between behavior and brain activity, possibly suggesting earlier saturation of cognitive capacity.


Subject(s)
Attention/physiology , Gyrus Cinguli/physiopathology , Prefrontal Cortex/physiopathology , Schizophrenia/pathology , Schizophrenic Psychology , Adult , Analysis of Variance , Brain Mapping , Female , Gyrus Cinguli/blood supply , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Neural Pathways/blood supply , Neural Pathways/physiopathology , Neuropsychological Tests , Oxygen/blood , Pattern Recognition, Visual/physiology , Photic Stimulation/methods , Prefrontal Cortex/blood supply , Psychiatric Status Rating Scales , Statistics as Topic , Young Adult
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