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1.
Proc Natl Acad Sci U S A ; 115(21): 5582-5587, 2018 05 22.
Artigo em Inglês | MEDLINE | ID: mdl-29735686

RESUMO

Dopamine D1 receptor (D1R) signaling shapes prefrontal cortex (PFC) activity during working memory (WM). Previous reports found higher WM performance associated with alleles linked to greater expression of the gene coding for D1Rs (DRD1). However, there is no evidence on the relationship between genetic modulation of DRD1 expression in PFC and patterns of prefrontal activity during WM. Furthermore, previous studies have not considered that D1Rs are part of a coregulated molecular environment, which may contribute to D1R-related prefrontal WM processing. Thus, we hypothesized a reciprocal link between a coregulated (i.e., coexpressed) molecular network including DRD1 and PFC activity. To explore this relationship, we used three independent postmortem prefrontal mRNA datasets (total n = 404) to characterize a coexpression network including DRD1 Then, we indexed network coexpression using a measure (polygenic coexpression index-DRD1-PCI) combining the effect of single nucleotide polymorphisms (SNPs) on coexpression. Finally, we associated the DRD1-PCI with WM performance and related brain activity in independent samples of healthy participants (total n = 371). We identified and replicated a coexpression network including DRD1, whose coexpression was correlated with DRD1-PCI. We also found that DRD1-PCI was associated with lower PFC activity and higher WM performance. Behavioral and imaging results were replicated in independent samples. These findings suggest that genetically predicted expression of DRD1 and of its coexpression partners stratifies healthy individuals in terms of WM performance and related prefrontal activity. They also highlight genes and SNPs potentially relevant to pharmacological trials aimed to test cognitive enhancers modulating DRD1 signaling.


Assuntos
Memória/fisiologia , Testes Neuropsicológicos , Polimorfismo de Nucleotídeo Único , Córtex Pré-Frontal/fisiologia , Receptores de Dopamina D1/genética , Receptores de Dopamina D1/metabolismo , Transcriptoma , Adulto , Feminino , Voluntários Saudáveis , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade
2.
Cereb Cortex ; 29(3): 1162-1173, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-29415163

RESUMO

Dopamine D2 receptors (D2Rs) contribute to the inverted U-shaped relationship between dopamine signaling and prefrontal function. Genetic networks from post-mortem human brain revealed 84 partner genes co-expressed with DRD2. Moreover, eight functional single nucleotide polymorphisms combined into a polygenic co-expression index (PCI) predicted co-expression of this DRD2 network and were associated with prefrontal function in humans. Here, we investigated the non-linear association of the PCI with behavioral and Working Memory (WM) related brain response to pharmacological D2Rs stimulation. Fifty healthy volunteers took part in a double-blind, placebo-controlled, functional MRI (fMRI) study with bromocriptine and performed the N-Back task. The PCI by drug interaction was significant on both WM behavioral scores (P = 0.046) and related prefrontal activity (all corrected P < 0.05) using a polynomial PCI model. Non-linear responses under placebo were reversed by bromocriptine administration. fMRI results on placebo were replicated in an independent sample of 50 participants who did not receive drug administration (P = 0.034). These results match earlier evidence in non-human primates and confirm the physiological relevance of this DRD2 co-expression network. Results show that in healthy subjects, different alleles evaluated as an ensemble are associated with non-linear prefrontal responses. Therefore, brain response to a dopaminergic drug may depend on a complex system of allelic patterns associated with DRD2 co-expression.


Assuntos
Memória de Curto Prazo/fisiologia , Herança Multifatorial , Córtex Pré-Frontal/fisiologia , Receptores de Dopamina D2/genética , Receptores de Dopamina D2/fisiologia , Adulto , Mapeamento Encefálico , Bromocriptina/administração & dosagem , Estudos Cross-Over , Agonistas de Dopamina/administração & dosagem , Método Duplo-Cego , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Memória de Curto Prazo/efeitos dos fármacos , Polimorfismo de Nucleotídeo Único , Córtex Pré-Frontal/efeitos dos fármacos , Adulto Jovem
3.
Proc Natl Acad Sci U S A ; 112(33): E4610-9, 2015 Aug 18.
Artigo em Inglês | MEDLINE | ID: mdl-26240334

RESUMO

Inhibition of glycogen synthase kinase 3ß (GSK3ß) is a shared action believed to be involved in the regulation of behavior by psychoactive drugs such as antipsychotics and mood stabilizers. However, little is known about the identity of the substrates through which GSK3ß affects behavior. We identified fragile X mental retardation-related protein 1 (FXR1P), a RNA binding protein associated to genetic risk for schizophrenia, as a substrate for GSK3ß. Phosphorylation of FXR1P by GSK3ß is facilitated by prior phosphorylation by ERK2 and leads to its down-regulation. In contrast, behaviorally effective chronic mood stabilizer treatments in mice inhibit GSK3ß and increase FXR1P levels. In line with this, overexpression of FXR1P in the mouse prefrontal cortex also leads to comparable mood-related responses. Furthermore, functional genetic polymorphisms affecting either FXR1P or GSK3ß gene expression interact to regulate emotional brain responsiveness and stability in humans. These observations uncovered a GSK3ß/FXR1P signaling pathway that contributes to regulating mood and emotion processing. Regulation of FXR1P by GSK3ß also provides a mechanistic framework that may explain how inhibition of GSK3ß can contribute to the regulation of mood by psychoactive drugs in mental illnesses such as bipolar disorder. Moreover, this pathway could potentially be implicated in other biological functions, such as inflammation and cell proliferation, in which FXR1P and GSK3 are known to play a role.


Assuntos
Afeto , Emoções , Regulação da Expressão Gênica , Quinase 3 da Glicogênio Sintase/metabolismo , Proteínas de Ligação a RNA/fisiologia , Adulto , Animais , Comportamento Animal , Expressão Facial , Feminino , Genótipo , Glicogênio Sintase Quinase 3 beta , Células HEK293 , Humanos , Imageamento por Ressonância Magnética , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Atividade Motora , Movimento , Fosforilação , Polimorfismo de Nucleotídeo Único , Córtex Pré-Frontal/fisiologia , Ácido Valproico/administração & dosagem , Adulto Jovem
4.
Proc Natl Acad Sci U S A ; 108(3): 1158-63, 2011 Jan 18.
Artigo em Inglês | MEDLINE | ID: mdl-21187413

RESUMO

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.


Assuntos
Antipsicóticos/farmacologia , Atenção/fisiologia , Benzodiazepinas/farmacologia , Proteínas Proto-Oncogênicas c-akt/metabolismo , Receptores de Dopamina D2/metabolismo , Esquizofrenia/tratamento farmacológico , Esquizofrenia/fisiopatologia , Transdução de Sinais/fisiologia , Antipsicóticos/uso terapêutico , Atenção/efeitos dos fármacos , Benzodiazepinas/uso terapêutico , AMP Cíclico/metabolismo , Epistasia Genética , Genótipo , Quinase 3 da Glicogênio Sintase/metabolismo , Glicogênio Sintase Quinase 3 beta , Humanos , Imageamento por Ressonância Magnética , Olanzapina , Fosforilação , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Proteínas Proto-Oncogênicas c-akt/genética , Desempenho Psicomotor/efeitos dos fármacos , Desempenho Psicomotor/fisiologia , Receptores de Dopamina D2/genética , Esquizofrenia/metabolismo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética
5.
J Neurosci ; 31(18): 6692-8, 2011 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-21543598

RESUMO

DNA methylation at CpG dinucleotides is associated with gene silencing, stress, and memory. The catechol-O-methyltransferase (COMT) Val(158) allele in rs4680 is associated with differential enzyme activity, stress responsivity, and prefrontal activity during working memory (WM), and it creates a CpG dinucleotide. We report that methylation of the Val(158) allele measured from peripheral blood mononuclear cells (PBMCs) of Val/Val humans is associated negatively with lifetime stress and positively with WM performance; it interacts with stress to modulate prefrontal activity during WM, such that greater stress and lower methylation are related to reduced cortical efficiency; and it is inversely related to mRNA expression and protein levels, potentially explaining the in vivo effects. Finally, methylation of COMT in prefrontal cortex and that in PBMCs of rats are correlated. The relationship of methylation of the COMT Val(158) allele with stress, gene expression, WM performance, and related brain activity suggests that stress-related methylation is associated with silencing of the gene, which partially compensates the physiological role of the high-activity Val allele in prefrontal cognition and activity. Moreover, these results demonstrate how stress-related DNA methylation of specific functional alleles impacts directly on human brain physiology beyond sequence variation.


Assuntos
Catecol O-Metiltransferase/genética , Cognição/fisiologia , Metilação de DNA , Memória de Curto Prazo/fisiologia , Córtex Pré-Frontal/fisiologia , Estresse Psicológico/fisiopatologia , Adulto , Alelos , Animais , Western Blotting , Catecol O-Metiltransferase/metabolismo , Feminino , Genótipo , Humanos , Imageamento por Ressonância Magnética , Masculino , Testes Neuropsicológicos , Polimorfismo Genético , Ratos , Ratos Wistar , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Inquéritos e Questionários
6.
Neuroimage ; 54(4): 2915-21, 2011 Feb 14.
Artigo em Inglês | MEDLINE | ID: mdl-21087673

RESUMO

OBJECTIVE: Pre-synaptic D2 receptors regulate striatal dopamine release and DAT activity, key factors for modulation of motor pathways. A functional SNP of DRD2 (rs1076560 G>T) is associated with alternative splicing such that the relative expression of D2S (mainly pre-synaptic) vs. D2L (mainly post-synaptic) receptor isoforms is decreased in subjects with the T allele with a putative increase of striatal dopamine levels. To evaluate how DRD2 genotype and striatal dopamine signaling predict motor cortical activity and behavior in humans, we have investigated the association of rs1076560 with BOLD fMRI activity during a motor task. To further evaluate the relationship of this circuitry with dopamine signaling, we also explored the correlation between genotype based differences in motor brain activity and pre-synaptic striatal DAT binding measured with [(123)I] FP-CIT SPECT. METHODS: Fifty healthy subjects, genotyped for DRD2 rs1076560 were studied with BOLD-fMRI at 3T while performing a visually paced motor task with their right hand; eleven of these subjects also underwent [(123)I]FP-CIT SPECT. SPM5 random-effects models were used for statistical analyses. RESULTS: Subjects carrying the T allele had greater BOLD responses in left basal ganglia, thalamus, supplementary motor area, and primary motor cortex, whose activity was also negatively correlated with reaction time at the task. Moreover, left striatal DAT binding and activity of left supplementary motor area were negatively correlated. INTERPRETATION: The present results suggest that DRD2 genetic variation was associated with focusing of responses in the whole motor network, in which activity of predictable nodes was correlated with reaction time and with striatal pre-synaptic dopamine signaling. Our results in humans may help shed light on genetic risk for neurobiological mechanisms involved in the pathophysiology of disorders with dysregulation of striatal dopamine like Parkinson's disease.


Assuntos
Mapeamento Encefálico , Dopamina/metabolismo , Atividade Motora/genética , Córtex Motor/fisiologia , Receptores de Dopamina D2/genética , Transdução de Sinais/genética , Corpo Estriado/fisiologia , Feminino , Genótipo , Humanos , Imageamento por Ressonância Magnética , Masculino , Polimorfismo de Nucleotídeo Único , Tempo de Reação , Tomografia Computadorizada de Emissão de Fóton Único , Adulto Jovem
7.
BMC Psychol ; 9(1): 47, 2021 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-33757595

RESUMO

BACKGROUND: Recent views posited that negative parenting and attachment insecurity can be considered as general environmental factors of vulnerability for psychosis, specifically for individuals diagnosed with psychosis (PSY). Furthermore, evidence highlighted a tight relationship between attachment style and social cognition abilities, a key PSY behavioral phenotype. The aim of this study is to generate a machine learning algorithm based on the perceived quality of parenting and attachment style-related features to discriminate between PSY and healthy controls (HC) and to investigate its ability to track PSY early stages and risk conditions, as well as its association with social cognition performance. METHODS: Perceived maternal and paternal parenting, as well as attachment anxiety and avoidance scores, were trained to separate 71 HC from 34 PSY (20 individuals diagnosed with schizophrenia + 14 diagnosed with bipolar disorder with psychotic manifestations) using support vector classification and repeated nested cross-validation. We then validated this model on independent datasets including individuals at the early stages of disease (ESD, i.e. first episode of psychosis or depression, or at-risk mental state for psychosis) and with familial high risk for PSY (FHR, i.e. having a first-degree relative suffering from psychosis). Then, we performed factorial analyses to test the group x classification rate interaction on emotion perception, social inference and managing of emotions abilities. RESULTS: The perceived parenting and attachment-based machine learning model discriminated PSY from HC with a Balanced Accuracy (BAC) of 72.2%. Slightly lower classification performance was measured in the ESD sample (HC-ESD BAC = 63.5%), while the model could not discriminate between FHR and HC (BAC = 44.2%). We observed a significant group x classification interaction in PSY and HC from the discovery sample on emotion perception and on the ability to manage emotions (both p = 0.02). The interaction on managing of emotion abilities was replicated in the ESD and HC validation sample (p = 0.03). CONCLUSION: Our results suggest that parenting and attachment-related variables bear significant classification power when applied to both PSY and its early stages and are associated with variability in emotion processing. These variables could therefore be useful in psychosis early recognition programs aimed at softening the psychosis-associated disability.


Assuntos
Transtorno Bipolar , Transtornos Psicóticos , Humanos , Aprendizado de Máquina , Poder Familiar , Transtornos Psicóticos/diagnóstico , Cognição Social
8.
Eur Psychiatry ; 64(1): e72, 2021 11 23.
Artigo em Inglês | MEDLINE | ID: mdl-34812136

RESUMO

BACKGROUND: People with severe mental illnesses (SMI) have a mortality rate two times higher compared to the general population, with a decade of years of life lost. In this randomized controlled trial (RCT), we assessed in a sample of people with bipolar disorder, major depressive disorder, and schizophrenia spectrum disorder, the efficacy of an innovative psychosocial group intervention compared to a brief psychoeducational group intervention on patients' body mass index (BMI), body weight, waist circumference, Framingham and HOMA-IR indexes. METHODS: This is a multicentric RCT with blinded outcome assessments carried out in six Italian university centers. After recruitment patients were randomized to receive a 6-month psychosocial intervention to improve patients' physical health or a brief psychoeducational intervention. All recruited patients were assessed with standardized assessment instruments at baseline and after 6 months. Anthropometric parameters and blood samples have also been collected. RESULTS: Four-hundred and two patients with a diagnosis of bipolar disorder (43.3%), schizophrenia or other psychotic disorder (29.9%), or major depression (26.9%) were randomly allocated to the experimental (N = 206) or the control group (N = 195). After 6 months, patients from the experimental group reported a significant reduction in BMI (odds ratio [OR]: 1.93, 95% confidence intervals [CI]: 1.31-2.84; p < 0.001), body weight (OR = 4.78, 95% CI: 0.80-28.27, p < 0.05), and waist circumference (OR = 5.43, 95% CI: 1.45-20.30, p < 0.05). Participants with impaired cognitive and psychosocial functioning had a worse response to the intervention. CONCLUSIONS: The experimental group intervention was effective in improving the physical health in SMI patients. Further studies are needed to evaluate the feasibility of this intervention in real-world settings.


Assuntos
Transtorno Bipolar , Transtornos Mentais , Transtornos Psicóticos , Esquizofrenia , Transtorno Bipolar/terapia , Humanos , Estilo de Vida , Transtornos Mentais/terapia , Transtornos Psicóticos/terapia , Esquizofrenia/terapia
9.
Eur Psychiatry ; 64(1): e39, 2021 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-33866994

RESUMO

BACKGROUND: Genome-Wide Association Studies (GWASs) have identified several genes associated with Schizophrenia (SCZ) and exponentially increased knowledge on the genetic basis of the disease. In addition, products of GWAS genes interact with neuronal factors coded by genes lacking association, such that this interaction may confer risk for specific phenotypes of this brain disorder. In this regard, fragile X mental retardation syndrome-related 1 (FXR1) gene has been GWAS associated with SCZ. FXR1 protein is regulated by glycogen synthase kinase-3ß (GSK3ß), which has been implicated in pathophysiology of SCZ and response to antipsychotics (APs). rs496250 and rs12630592, two eQTLs (Expression Quantitative Trait Loci) of FXR1 and GSK3ß, respectively, interact on emotion stability and amygdala/prefrontal cortex activity during emotion processing. These two phenotypes are associated with Negative Symptoms (NSs) of SCZ suggesting that the interaction between these SNPs may also affect NS severity and responsiveness to medication. METHODS: To test this hypothesis, in two independent samples of patients with SCZ, we investigated rs496250 by rs12630592 interaction on NS severity and response to APs. We also tested a putative link between APs administration and FXR1 expression, as already reported for GSK3ß expression. RESULTS: We found that rs496250 and rs12630592 interact on NS severity. We also found evidence suggesting interaction of these polymorphisms also on response to APs. This interaction was not present when looking at positive and general psychopathology scores. Furthermore, chronic olanzapine administration led to a reduction of FXR1 expression in mouse frontal cortex. DISCUSSION: Our findings suggest that, like GSK3ß, FXR1 is affected by APs while shedding new light on the role of the FXR1/GSK3ß pathway for NSs of SCZ.


Assuntos
Antipsicóticos , Glicogênio Sintase Quinase 3 beta , Proteínas de Ligação a RNA , Esquizofrenia , Animais , Antipsicóticos/farmacologia , Antipsicóticos/uso terapêutico , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Glicogênio Sintase Quinase 3 beta/genética , Humanos , Camundongos , Polimorfismo de Nucleotídeo Único , Proteínas de Ligação a RNA/genética , Proteínas de Ligação a RNA/uso terapêutico , Esquizofrenia/tratamento farmacológico , Esquizofrenia/genética
10.
J Neurosci ; 29(47): 14812-9, 2009 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-19940176

RESUMO

Personality traits related to emotion processing are, at least in part, heritable and genetically determined. Dopamine D(2) receptor signaling is involved in modulation of emotional behavior and activity of associated brain regions such as the amygdala and the prefrontal cortex. An intronic single nucleotide polymorphism within the D(2) receptor gene (DRD2) (rs1076560, guanine > thymine or G > T) shifts splicing of the two protein isoforms (D(2) short, mainly presynaptic, and D(2) long) and has been associated with modulation of memory performance and brain activity. Here, our aim was to investigate the association of DRD2 rs1076560 genotype with personality traits of emotional stability and with brain physiology during processing of emotionally relevant stimuli. DRD2 genotype and Big Five Questionnaire scores were evaluated in 134 healthy subjects demonstrating that GG subjects have reduced "emotion control" compared with GT subjects. Functional magnetic resonance imaging in a sample of 24 individuals indicated greater amygdala activity during implicit processing and greater dorsolateral prefrontal cortex (DLPFC) response during explicit processing of facial emotional stimuli in GG subjects compared with GT. Other results also demonstrate an interaction between DRD2 genotype and facial emotional expression on functional connectivity of both amygdala and dorsolateral prefrontal regions with overlapping medial prefrontal areas. Moreover, rs1076560 genotype is associated with differential relationships between amygdala/DLPFC functional connectivity and emotion control scores. These results suggest that genetically determined D(2) signaling may explain part of personality traits related to emotion processing and individual variability in specific brain responses to emotionally relevant inputs.


Assuntos
Encéfalo/metabolismo , Dopamina/metabolismo , Emoções/fisiologia , Vias Neurais/metabolismo , Polimorfismo Genético/genética , Receptores de Dopamina D2/genética , Adulto , Sintomas Afetivos/genética , Sintomas Afetivos/metabolismo , Sintomas Afetivos/fisiopatologia , Tonsila do Cerebelo/anatomia & histologia , Tonsila do Cerebelo/metabolismo , Encéfalo/anatomia & histologia , Análise Mutacional de DNA , Inteligência Emocional/genética , Feminino , Marcadores Genéticos/genética , Testes Genéticos , Genótipo , Humanos , Imageamento por Ressonância Magnética , Masculino , Vias Neurais/anatomia & histologia , Testes Neuropsicológicos , Personalidade , Córtex Pré-Frontal/anatomia & histologia , Córtex Pré-Frontal/metabolismo , Estresse Psicológico/genética , Estresse Psicológico/fisiopatologia , Inquéritos e Questionários , Adulto Jovem
11.
PLoS One ; 15(2): e0228404, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32053605

RESUMO

The link between anger and bodily states is readily apparent based on the autonomic and behavioral responses elicited. In everyday life angry people react in different ways, from being agitated with an increased heart rate to remaining silent or detached. Neuroimaging evidence supports the role of mid-posterior insula and midcingulate cortex/MCC as key nodes of a sensorimotor network that predominantly responds to salient stimuli, integration of interoceptive and autonomic information, as well as to awareness of bodily movements for coordinated motion. However, there is still a lack of clarity concerning how interindividual variability in bodily states reactions drives the connectivity within these key nodes in the sensorimotor network during anger processing. Therefore, we investigated whether individual differences in body-centered emotional experience, that is an active (inward prone) or inactive (outward prone) emotion-body connection disposition, would differently affect the information flow within these brain regions. Two groups of participants underwent fMRI scanning session watching video clips of actors performing simple actions with angry and joyful facial expressions. The whole-brain group-by-session interaction analysis showed that the bilateral insula and the right MCC were selectively activated by inward group during the angry session, whereas the outward group activated more the precuneus during the joyful session. Accordingly, dynamic causal modeling analyses (DCM) revealed an excitatory modulatory effect exerted by anger all over the insulae-MCC connectivity in the inward group, whereas in the outward group the modulatory effect exerted was inhibitory. Modeling the variability related to individual differences in body-centered emotional experience allowed to better explain to what extent subjective dispositions contributed to the insular activity and its connectivity. In addition, from the perspective of a hierarchical model of neurovisceral integration, these findings add knowledge to the multiple ways which the insula and MCC dynamically integrate affective and bodily aspects of the human experience.


Assuntos
Ira/fisiologia , Encéfalo/fisiologia , Córtex Cerebral/fisiologia , Emoções/fisiologia , Giro do Cíngulo/fisiologia , Vias Neurais/fisiologia , Adulto , Mapeamento Encefálico , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Masculino , Autorrelato , Adulto Jovem
12.
Biol Psychiatry ; 87(8): 697-707, 2020 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-31948640

RESUMO

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.


Assuntos
Transtornos Cognitivos , Disfunção Cognitiva , Esquizofrenia , Cognição , Transtornos Cognitivos/diagnóstico , Transtornos Cognitivos/genética , Disfunção Cognitiva/diagnóstico , Disfunção Cognitiva/genética , Estudo de Associação Genômica Ampla , Humanos , Esquizofrenia/genética
13.
Nat Commun ; 11(1): 4016, 2020 08 11.
Artigo em Inglês | MEDLINE | ID: mdl-32782260

RESUMO

Brainstem regions support vital bodily functions, yet their genetic architectures and involvement in common brain disorders remain understudied. Here, using imaging-genetics data from a discovery sample of 27,034 individuals, we identify 45 brainstem-associated genetic loci, including the first linked to midbrain, pons, and medulla oblongata volumes, and map them to 305 genes. In a replication sample of 7432 participants most of the loci show the same effect direction and are significant at a nominal threshold. We detect genetic overlap between brainstem volumes and eight psychiatric and neurological disorders. In additional clinical data from 5062 individuals with common brain disorders and 11,257 healthy controls, we observe differential volume alterations in schizophrenia, bipolar disorder, multiple sclerosis, mild cognitive impairment, dementia, and Parkinson's disease, supporting the relevance of brainstem regions and their genetic architectures in common brain disorders.


Assuntos
Encefalopatias/genética , Encefalopatias/patologia , Tronco Encefálico/anatomia & histologia , Encefalopatias/diagnóstico por imagem , Encefalopatias/metabolismo , Tronco Encefálico/diagnóstico por imagem , Tronco Encefálico/metabolismo , Tronco Encefálico/patologia , Homologia de Genes , Loci Gênicos , Estudo de Associação Genômica Ampla , Humanos , Imageamento por Ressonância Magnética , Herança Multifatorial , Tamanho do Órgão/genética
14.
Neuroscience ; 416: 190-197, 2019 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-31400483

RESUMO

Functional-Magnetic-Imaging (fMRI) is widely adopted to investigate neurophysiological correlates of emotion processing (EP). However, studies have reported that scanning procedures in neuroimaging protocols may increase or cause anxiety and psychological distress related with the scanning, thus inducing peripheral cortisol release. These phenomena may in turn impact on brain EP. Additionally, previous findings have indicated that inter-individual differences in stress-response intensity are mediated by levels of Emotional Stability (ES), a personality trait that has been associated with brain activity during EP, especially in amygdala and prefrontal cortex (PFC). The aim of this study was to investigate the interaction between indices of stress related to anticipation of fMRI scanning and levels of ES on amygdala and PFC activity during EP. With this aim, 55 healthy volunteers were characterized for trait ES. Furthermore, salivary cortisol levels at baseline and soon before fMRI scanning were measured as an index of stress related to scanning anticipation. During fMRI, participants performed an explicit EP task. We found that variation in salivary cortisol (Δc) interacts with ES on left amygdala and PFC activity during EP. More in details, in the context of a higher ES, the greater the Δc, the lower the activity in left amygdala and PFC. In the context of lower ES, the opposite Δc-brain activity relationship was found. Our results suggest that the stressful potential of fMRI interacts with personality traits in modulating brain activity during EP. These findings should be taken into account when interpreting neuroimaging studies especially exploring brain physiology during EP.


Assuntos
Tonsila do Cerebelo/fisiologia , Emoções/fisiologia , Hidrocortisona/metabolismo , Córtex Pré-Frontal/fisiologia , Estresse Psicológico/fisiopatologia , Adulto , Ansiedade , Encéfalo/fisiologia , Mapeamento Encefálico , Expressão Facial , Medo , Feminino , Humanos , Individualidade , Imageamento por Ressonância Magnética , Masculino , Adulto Jovem
15.
JAMA Psychiatry ; 75(4): 396-404, 2018 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-29450447

RESUMO

Importance: Enhanced understanding of factors associated with symptomatic and functional recovery is instrumental to designing personalized treatment plans for people with schizophrenia. To date, this is the first study using network analysis to investigate the associations among cognitive, psychopathologic, and psychosocial variables in a large sample of community-dwelling individuals with schizophrenia. Objective: To assess the interplay among psychopathologic variables, cognitive dysfunctions, functional capacity, personal resources, perceived stigma, and real-life functioning in individuals with schizophrenia, using a data-driven approach. Design, Setting, and Participants: This multicenter, cross-sectional study involved 26 university psychiatric clinics and/or mental health departments. A total of 921 community-dwelling individuals with a DSM-IV diagnosis of schizophrenia who were stabilized on antipsychotic treatment were recruited from those consecutively presenting to the outpatient units of the sites between March 1, 2012, and September 30, 2013. Statistical analysis was conducted between July 1 and September 30, 2017. Main Outcomes and Measures: Measures covered psychopathologic variables, neurocognition, social cognition, functional capacity, real-life functioning, resilience, perceived stigma, incentives, and service engagement. Results: Of 740 patients (221 women and 519 men; mean [SD] age, 40.0 [10.9] years) with complete data on the 27 study measures, 163 (22.0%) were remitted (with a score of mild or better on 8 core symptoms). The network analysis showed that functional capacity and everyday life skills were the most central and highly interconnected nodes in the network. Psychopathologic variables split in 2 domains, with positive symptoms being one of the most peripheral and least connected nodes. Functional capacity bridged cognition with everyday life skills; the everyday life skills node was connected to disorganization and expressive deficits. Interpersonal relationships and work skills were connected to avolition; the interpersonal relationships node was also linked to social competence, and the work skills node was linked to social incentives and engagement with mental health services. A case-dropping bootstrap procedure showed centrality indices correlations of 0.75 or greater between the original and randomly defined samples up to 481 of 740 case-dropping (65.0%). No difference in the network structure was found between men and women. Conclusions and Relevance: The high centrality of functional capacity and everyday life skills in the network suggests that improving the ability to perform tasks relevant to everyday life is critical for any therapeutic intervention in schizophrenia. The pattern of network node connections supports the implementation of personalized interventions.


Assuntos
Atividades Cotidianas/classificação , Esquizofrenia/diagnóstico , Psicologia do Esquizofrênico , Ajustamento Social , Meio Social , Fatores Socioeconômicos , Atividades Cotidianas/psicologia , Adulto , Antipsicóticos/uso terapêutico , Correlação de Dados , Estudos Transversais , Feminino , Hospitais Psiquiátricos , Hospitais Universitários , Humanos , Masculino , Pessoa de Meia-Idade , Metanálise em Rede , Unidade Hospitalar de Psiquiatria , Psicopatologia , Esquizofrenia/tratamento farmacológico
16.
Brain Res Bull ; 134: 162-167, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28755979

RESUMO

The Nogo receptor (NgR) is implicated in neurodevelopmental processes and it participates in inhibiting axonal growth. Consistent with its high levels of expression in the prefrontal cortex, animal studies indicate that NgR is relevant for prefrontal-related cognitive processing. Given that genetic variation may alter mechanisms of gene expression impacting molecular and systems-level phenotypes, we investigated the association of genetic variation with the expression of the NgR coding gene (RTN4R), as well as with prefrontal correlates at progressively greater biological distance from gene effects. First, we studied the association of single nucleotide polymorphisms (SNPs) with RTN4R mRNA expression in postmortem prefrontal cortex of humans without psychiatric illnesses. Then, we probed in peripheral blood mononuclear cells (PBMCs) the association that we found in prefrontal tissue. Thus, we investigated whether functional genetic variation affecting RTN4R expression is also associated with prefrontal activity during working memory. We found that rs696884 (A/G) predicted these phenotypes. Specifically, the AA genotype was associated with lower RTN4R mRNA expression levels in the prefrontal cortex and PBMCs and inefficient prefrontal activity during working memory compared to the GG genotype. These results suggest that genetic variation associated with RTN4R mRNA expression influences prefrontal physiology in healthy individuals. Furthermore, they highlight the need for further investigations of the role of NgR in the pathophysiology of brain disorders associated with prefrontal dysfunction.


Assuntos
Memória de Curto Prazo/fisiologia , Receptor Nogo 1/genética , Receptor Nogo 1/metabolismo , Polimorfismo de Nucleotídeo Único , Córtex Pré-Frontal/metabolismo , Adulto , Negro ou Afro-Americano , Mapeamento Encefálico , Feminino , Expressão Gênica , Estudos de Associação Genética , Humanos , Leucócitos Mononucleares/metabolismo , Imageamento por Ressonância Magnética , Masculino , Modelos Genéticos , Testes Neuropsicológicos , Córtex Pré-Frontal/diagnóstico por imagem , RNA Mensageiro/metabolismo , População Branca
17.
Front Behav Neurosci ; 10: 109, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27375449

RESUMO

Being in a social world requires an understanding of other people that is co-determined in its meaning by the situation at hand. Therefore, we investigated the underlying neural activation occurring when we encounter someone acting in angry or joyful situation. We hypothesized a dynamic interplay between the right insula, both involved in mapping visceral states associated with emotional experiences and autonomic control, and the bilateral superior temporal gyri (STG), part of the "social brain", when facing angry vs. joyful situations. Twenty participants underwent a functional magnetic resonance imaging (fMRI) scanning session while watching video clips of actors grasping objects in joyful and angry situations. The analyses of functional connectivity, psychophysiological interaction (PPI) and dynamic causal modeling (DCM), all revealed changes in functional connectivity associated with the angry situation. Indeed, the DCM model showed that the modulatory effect of anger increased the ipsilateral forward connection from the right insula to the right STG, while it suppressed the contralateral one. Our findings reveal a critical role played by the right insula when we are engaged in angry situations. In addition, they suggest that facing angry people modulates the effective connectivity between these two nodes associated, respectively, with autonomic responses and bodily movements and human-agent motion recognition. Taken together, these results add knowledge to the current understanding of hierarchical brain network for social cognition.

18.
Neuropsychopharmacology ; 41(3): 916-27, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26228524

RESUMO

Rasd2 is a thyroid hormone target gene, which encodes for a GTP-binding protein enriched in the striatum where, among other functions, it modulates dopaminergic neurotransmission. Here we report that human RASD2 mRNA is abundant in putamen, but it also occurs in the cerebral cortex, with a distinctive expression pattern that differs from that present in rodents. Consistent with its localization, we found that a genetic variation in RASD2 (rs6518956) affects postmortem prefrontal mRNA expression in healthy humans and is associated with phenotypes of relevance to schizophrenia, including prefrontal and striatal grey matter volume and physiology during working memory, as measured with magnetic resonance imaging. Interestingly, quantitative real-time PCR analysis indicated that RASD2 mRNA is slightly reduced in postmortem prefrontal cortex of patients with schizophrenia. In the attempt to uncover the neurobiological substrates associated with Rasd2 activity, we used knockout mice to analyze the in vivo influence of this G-protein on the prepulse inhibition of the startle response and psychotomimetic drug-related behavioral response. Data showed that Rasd2 mutants display deficits in basal prepulse inhibition that, in turn, exacerbate gating disruption under psychotomimetic drug challenge. Furthermore, we documented that lack of Rasd2 strikingly enhances the behavioral sensitivity to motor stimulation elicited by amphetamine and phencyclidine. Based on animal model data, along with the finding that RASD2 influences prefronto-striatal phenotypes in healthy humans, we suggest that genetic mutation or reduced levels of this G-protein might have a role in cerebral circuitry dysfunction underpinning exaggerated psychotomimetic drugs responses and development of specific biological phenotypes linked to schizophrenia.


Assuntos
Corpo Estriado/metabolismo , Proteínas de Ligação ao GTP/metabolismo , Córtex Pré-Frontal/metabolismo , Esquizofrenia/metabolismo , Psicologia do Esquizofrênico , Adolescente , Adulto , Animais , Corpo Estriado/patologia , Modelos Animais de Doenças , Feminino , Proteínas de Ligação ao GTP/genética , Humanos , Masculino , Camundongos Endogâmicos C57BL , Camundongos Knockout , Pessoa de Meia-Idade , Fenótipo , Polimorfismo de Nucleotídeo Único , Córtex Pré-Frontal/patologia , RNA Mensageiro/metabolismo , Esquizofrenia/genética , Esquizofrenia/patologia
19.
Schizophr Res ; 173(1-2): 23-9, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-27012899

RESUMO

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.


Assuntos
Atenção/fisiologia , Saúde da Família , Esquizofrenia/patologia , Esquizofrenia/fisiopatologia , Adulto , Análise de Variância , Mapeamento Encefálico , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Masculino , Modelos Neurológicos , Oxigênio/sangue , Córtex Pré-Frontal/diagnóstico por imagem , Análise de Componente Principal , Escalas de Graduação Psiquiátrica , Esquizofrenia/diagnóstico por imagem , Esquizofrenia/genética , Tálamo/diagnóstico por imagem , Adulto Jovem
20.
PLoS One ; 11(10): e0165301, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27798669

RESUMO

OBJECTIVE: Convergent evidence indicates that apathy affects cognitive behavior in different neurological and psychiatric conditions. Studies of clinical populations have also suggested the primary involvement of the prefrontal cortex and the basal ganglia in apathy. These brain regions are interconnected at both the structural and functional levels and are deeply involved in cognitive processes, such as working memory and attention. However, it is unclear how apathy modulates brain processing during cognition and whether such a modulation occurs in healthy young subjects. To address this issue, we investigated the link between apathy and prefrontal and basal ganglia function in healthy young individuals. We hypothesized that apathy may be related to sub-optimal activity and connectivity in these brain regions. METHODS: Three hundred eleven healthy subjects completed an apathy assessment using the Starkstein's Apathy Scale and underwent fMRI during working memory and attentional performance tasks. Using an ROI approach, we investigated the association of apathy with activity and connectivity in the DLPFC and the basal ganglia. RESULTS: Apathy scores correlated positively with prefrontal activity and negatively with prefrontal-basal ganglia connectivity during both working memory and attention tasks. Furthermore, prefrontal activity was inversely related to attentional behavior. CONCLUSIONS: These results suggest that in healthy young subjects, apathy is a trait associated with inefficient cognitive-related prefrontal activity, i.e., it increases the need for prefrontal resources to process cognitive stimuli. Furthermore, apathy may alter the functional relationship between the prefrontal cortex and the basal ganglia during cognition.


Assuntos
Apatia/fisiologia , Gânglios da Base/fisiopatologia , Cognição/fisiologia , Voluntários Saudáveis , Rede Nervosa/fisiopatologia , Córtex Pré-Frontal/fisiopatologia , Análise e Desempenho de Tarefas , Adulto , Atenção , Comportamento , Mapeamento Encefálico , Demografia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Memória , Memória de Curto Prazo
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