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1.
Sci Rep ; 14(1): 14271, 2024 06 20.
Artículo en Inglés | MEDLINE | ID: mdl-38902321

RESUMEN

Understanding the neural, metabolic, and psychological mechanisms underlying human altruism and decision-making is a complex and important topic both for science and society. Here, we investigated whether transcranial Direct Current Stimulation (tDCS) applied to two prefrontal cortex regions, the ventromedial prefrontal cortex (vmPFC, anode) and the right dorsolateral prefrontal cortex (DLPFC, cathode) can induce changes in self-reported emotions and to modulate local metabolite concentrations. We employed in vivo quantitative MR Spectroscopy in healthy adult participants and quantified changes in GABA and Glx (glutamate + glutamine) before and after five sessions of tDCS delivered at 2 mA for 20 min (active group) and 1 min (sham group) while participants were engaged in a charitable donation task. In the active group, we observed increased levels of GABA in vmPFC. Glx levels decreased in both prefrontal regions and self-reported happiness increased significantly over time in the active group. Self-reported guiltiness in both active and sham groups tended to decrease. The results indicate that self-reported happiness can be modulated, possibly due to changes in Glx concentrations following repeated stimulation. Therefore, local changes may induce remote changes in the reward network through interactions with other metabolites, previously thought to be unreachable with noninvasive stimulation techniques.


Asunto(s)
Emociones , Corteza Prefrontal , Estimulación Transcraneal de Corriente Directa , Ácido gamma-Aminobutírico , Humanos , Masculino , Femenino , Corteza Prefrontal/metabolismo , Corteza Prefrontal/fisiología , Adulto , Emociones/fisiología , Adulto Joven , Ácido gamma-Aminobutírico/metabolismo , Ácido Glutámico/metabolismo , Altruismo , Glutamina/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Corteza Prefontal Dorsolateral/metabolismo , Corteza Prefontal Dorsolateral/fisiología
2.
J Psychopharmacol ; 38(6): 515-525, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38853592

RESUMEN

BACKGROUND: A better understanding of the mechanisms underlying cognitive impairment in schizophrenia is imperative, as it causes poor functional outcomes and a lack of effective treatments. AIMS: This study aimed to investigate the relationships of two proposed main pathophysiology of schizophrenia, altered prefrontal-striatal connectivity and the dopamine system, with cognitive impairment and their interactions. METHODS: Thirty-three patients with schizophrenia and 27 healthy controls (HCs) who are right-handed and matched for age and sex were recruited. We evaluated their cognition, functional connectivity (FC) between the dorsolateral prefrontal cortex (DLPFC)/middle frontal gyrus (MiFG) and striatum, and the availability of striatal dopamine transporter (DAT) using a cognitive battery investigating attention, memory, and executive function, resting-state functional magnetic resonance imaging with group independent component analysis and single-photon emission computed tomography with 99mTc-TRODAT. RESULTS: Patients with schizophrenia exhibited poorer cognitive performance, reduced FC between DLPFC/MiFG and the caudate nucleus (CN) or putamen, decreased DAT availability in the left CN, and decreased right-left DAT asymmetry in the CN compared to HCs. In patients with schizophrenia, altered imaging markers are associated with cognitive impairments, especially the relationship between DLPFC/MiFG-putamen FC and attention and between DAT asymmetry in the CN and executive function. CONCLUSIONS: This study is the first to demonstrate how prefrontal-striatal hypoconnectivity and altered striatal DAT markers are associated with different domains of cognitive impairment in schizophrenia. More research is needed to evaluate their complex relationships and potential therapeutic implications.


Asunto(s)
Disfunción Cognitiva , Cuerpo Estriado , Proteínas de Transporte de Dopamina a través de la Membrana Plasmática , Imagen por Resonancia Magnética , Esquizofrenia , Tomografía Computarizada de Emisión de Fotón Único , Humanos , Masculino , Femenino , Esquizofrenia/fisiopatología , Esquizofrenia/metabolismo , Esquizofrenia/diagnóstico por imagen , Adulto , Disfunción Cognitiva/fisiopatología , Disfunción Cognitiva/metabolismo , Disfunción Cognitiva/etiología , Disfunción Cognitiva/diagnóstico por imagen , Cuerpo Estriado/metabolismo , Cuerpo Estriado/diagnóstico por imagen , Cuerpo Estriado/fisiopatología , Proteínas de Transporte de Dopamina a través de la Membrana Plasmática/metabolismo , Dopamina/metabolismo , Corteza Prefrontal/metabolismo , Corteza Prefrontal/diagnóstico por imagen , Corteza Prefrontal/fisiopatología , Corteza Prefontal Dorsolateral/metabolismo , Estudios de Casos y Controles , Persona de Mediana Edad , Función Ejecutiva/fisiología , Pruebas Neuropsicológicas , Adulto Joven
3.
Science ; 384(6698): eadh1938, 2024 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-38781370

RESUMEN

The molecular organization of the human neocortex historically has been studied in the context of its histological layers. However, emerging spatial transcriptomic technologies have enabled unbiased identification of transcriptionally defined spatial domains that move beyond classic cytoarchitecture. We used the Visium spatial gene expression platform to generate a data-driven molecular neuroanatomical atlas across the anterior-posterior axis of the human dorsolateral prefrontal cortex. Integration with paired single-nucleus RNA-sequencing data revealed distinct cell type compositions and cell-cell interactions across spatial domains. Using PsychENCODE and publicly available data, we mapped the enrichment of cell types and genes associated with neuropsychiatric disorders to discrete spatial domains.


Asunto(s)
Corteza Prefontal Dorsolateral , Análisis de la Célula Individual , Transcriptoma , Adulto , Humanos , Comunicación Celular , Corteza Prefontal Dorsolateral/metabolismo , Perfilación de la Expresión Génica , Neuronas/metabolismo , Neuronas/fisiología , RNA-Seq , Análisis de Secuencia de ARN
4.
HGG Adv ; 5(3): 100311, 2024 Jul 18.
Artículo en Inglés | MEDLINE | ID: mdl-38773772

RESUMEN

Expression quantitative trait locus (eQTL) analysis is a popular method of gaining insight into the function of regulatory variation. While cis-eQTL resources have been instrumental in linking genome-wide association study variants to gene function, complex trait heritability may be additionally mediated by other forms of gene regulation. Toward this end, novel eQTL methods leverage gene co-expression (module-QTL) to investigate joint regulation of gene modules by single genetic variants. Here we broadly define a "module-QTL" as the association of a genetic variant with a summary measure of gene co-expression. This approach aims to reduce the multiple testing burden of a trans-eQTL search through the consolidation of gene-based testing and provide biological context to eQTLs shared between genes. In this article we provide an in-depth examination of the co-expression module eQTL (module-QTL) through literature review, theoretical investigation, and real-data application of the module-QTL to three large prefrontal cortex genotype-RNA sequencing datasets. We find module-QTLs in our study that are disease associated and reproducible are not additionally informative beyond cis- or trans-eQTLs for module genes. Through comparison to prior studies, we highlight promises and limitations of the module-QTL across study designs and provide recommendations for further investigation of the module-QTL framework.


Asunto(s)
Corteza Prefontal Dorsolateral , Estudio de Asociación del Genoma Completo , Sitios de Carácter Cuantitativo , Sitios de Carácter Cuantitativo/genética , Humanos , Corteza Prefontal Dorsolateral/metabolismo , Regulación de la Expresión Génica/genética , Polimorfismo de Nucleótido Simple/genética , Redes Reguladoras de Genes/genética , Genotipo , Corteza Prefrontal/metabolismo , Perfilación de la Expresión Génica/métodos
5.
Cereb Cortex ; 34(13): 161-171, 2024 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-38696595

RESUMEN

Autism spectrum disorder (ASD) is a developmental disorder with a rising prevalence and unknown etiology presenting with deficits in cognition and abnormal behavior. We hypothesized that the investigation of the synaptic component of prefrontal cortex may provide proteomic signatures that may identify the biological underpinnings of cognitive deficits in childhood ASD. Subcellular fractions of synaptosomes from prefrontal cortices of age-, brain area-, and postmortem-interval-matched samples from children and adults with idiopathic ASD vs. controls were subjected to HPLC-tandem mass spectrometry. Analysis of data revealed the enrichment of ASD risk genes that participate in slow maturation of the postsynaptic density (PSD) structure and function during early brain development. Proteomic analysis revealed down regulation of PSD-related proteins including AMPA and NMDA receptors, GRM3, DLG4, olfactomedins, Shank1-3, Homer1, CaMK2α, NRXN1, NLGN2, Drebrin1, ARHGAP32, and Dock9 in children with autism (FDR-adjusted P < 0.05). In contrast, PSD-related alterations were less severe or unchanged in adult individuals with ASD. Network analyses revealed glutamate receptor abnormalities. Overall, the proteomic data support the concept that idiopathic autism is a synaptopathy involving PSD-related ASD risk genes. Interruption in evolutionarily conserved slow maturation of the PSD complex in prefrontal cortex may lead to the development of ASD in a susceptible individual.


Asunto(s)
Corteza Prefontal Dorsolateral , Proteómica , Humanos , Niño , Masculino , Femenino , Adulto , Corteza Prefontal Dorsolateral/metabolismo , Preescolar , Trastorno del Espectro Autista/metabolismo , Trastorno del Espectro Autista/genética , Sinapsis/metabolismo , Adolescente , Adulto Joven , Trastorno Autístico/metabolismo , Trastorno Autístico/genética , Proteínas del Tejido Nervioso/metabolismo , Proteínas del Tejido Nervioso/genética , Sinaptosomas/metabolismo , Corteza Prefrontal/metabolismo , Densidad Postsináptica/metabolismo
6.
Nat Commun ; 15(1): 3980, 2024 May 10.
Artículo en Inglés | MEDLINE | ID: mdl-38730231

RESUMEN

Schizophrenia is a complex neuropsychiatric disorder with sexually dimorphic features, including differential symptomatology, drug responsiveness, and male incidence rate. Prior large-scale transcriptome analyses for sex differences in schizophrenia have focused on the prefrontal cortex. Analyzing BrainSeq Consortium data (caudate nucleus: n = 399, dorsolateral prefrontal cortex: n = 377, and hippocampus: n = 394), we identified 831 unique genes that exhibit sex differences across brain regions, enriched for immune-related pathways. We observed X-chromosome dosage reduction in the hippocampus of male individuals with schizophrenia. Our sex interaction model revealed 148 junctions dysregulated in a sex-specific manner in schizophrenia. Sex-specific schizophrenia analysis identified dozens of differentially expressed genes, notably enriched in immune-related pathways. Finally, our sex-interacting expression quantitative trait loci analysis revealed 704 unique genes, nine associated with schizophrenia risk. These findings emphasize the importance of sex-informed analysis of sexually dimorphic traits, inform personalized therapeutic strategies in schizophrenia, and highlight the need for increased female samples for schizophrenia analyses.


Asunto(s)
Núcleo Caudado , Corteza Prefontal Dorsolateral , Hipocampo , Sitios de Carácter Cuantitativo , Esquizofrenia , Caracteres Sexuales , Humanos , Esquizofrenia/genética , Esquizofrenia/metabolismo , Femenino , Masculino , Hipocampo/metabolismo , Núcleo Caudado/metabolismo , Corteza Prefontal Dorsolateral/metabolismo , Adulto , Transcriptoma , Perfilación de la Expresión Génica , Factores Sexuales , Cromosomas Humanos X/genética , Corteza Prefrontal/metabolismo
7.
Psychoneuroendocrinology ; 165: 107037, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38613946

RESUMEN

The present pilot study assessed the effects of multi-session intermittent theta-burst stimulation (iTBS) applied to the left dorsolateral prefrontal cortex in 17 treatment resistant depressed inpatients (TRDs) showing cortisol non-suppression to the overnight dexamethasone suppression test (DST) at baseline (i.e., maximum post-DST cortisol [CORmax] level > 130 nmol/L). After 20 iTBS sessions, the DST was repeated in all TRDs. At baseline, post-DST CORmax levels were higher in TRDs compared to healthy control subjects (HCs; n = 17) (p < 0.0001). After 20 iTBS sessions, post-DST CORmax levels decreased from baseline (p < 0.03) and were comparable to HCs. Decreases in post-DST CORmax levels were related to decreases in 17-item Hamilton Depression Rating Scale (HAMD-17) scores (ρ = 0.53; p < 0.03). At endpoint, 10 TRDs showed DST normalization (among them 7 were responders [i.e., HAMD-17 total score > 50% decrease from baseline]), and 7 did not normalize their DST (among them 6 were non-responders) (p < 0.05). Our results suggest that successful iTBS treatment may restore normal glucocorticoid receptor feedback inhibition at the pituitary level.


Asunto(s)
Trastorno Depresivo Resistente al Tratamiento , Dexametasona , Hidrocortisona , Sistema Hipotálamo-Hipofisario , Sistema Hipófiso-Suprarrenal , Estimulación Magnética Transcraneal , Humanos , Masculino , Femenino , Sistema Hipotálamo-Hipofisario/metabolismo , Sistema Hipotálamo-Hipofisario/fisiopatología , Sistema Hipófiso-Suprarrenal/metabolismo , Sistema Hipófiso-Suprarrenal/fisiopatología , Adulto , Hidrocortisona/metabolismo , Hidrocortisona/análisis , Estimulación Magnética Transcraneal/métodos , Persona de Mediana Edad , Trastorno Depresivo Resistente al Tratamiento/terapia , Trastorno Depresivo Resistente al Tratamiento/fisiopatología , Trastorno Depresivo Resistente al Tratamiento/metabolismo , Proyectos Piloto , Corteza Prefontal Dorsolateral/metabolismo , Corteza Prefontal Dorsolateral/fisiología , Ritmo Teta/fisiología , Resultado del Tratamiento
8.
Nat Commun ; 15(1): 3342, 2024 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-38688917

RESUMEN

The polygenic architecture of schizophrenia implicates several molecular pathways involved in synaptic function. However, it is unclear how polygenic risk funnels through these pathways to translate into syndromic illness. Using tensor decomposition, we analyze gene co-expression in the caudate nucleus, hippocampus, and dorsolateral prefrontal cortex of post-mortem brain samples from 358 individuals. We identify a set of genes predominantly expressed in the caudate nucleus and associated with both clinical state and genetic risk for schizophrenia that shows dopaminergic selectivity. A higher polygenic risk score for schizophrenia parsed by this set of genes predicts greater dopamine synthesis in the striatum and greater striatal activation during reward anticipation. These results translate dopamine-linked genetic risk variation into in vivo neurochemical and hemodynamic phenotypes in the striatum that have long been implicated in the pathophysiology of schizophrenia.


Asunto(s)
Cuerpo Estriado , Dopamina , Esquizofrenia , Humanos , Dopamina/metabolismo , Dopamina/biosíntesis , Esquizofrenia/genética , Esquizofrenia/metabolismo , Masculino , Femenino , Cuerpo Estriado/metabolismo , Adulto , Núcleo Caudado/metabolismo , Transducción de Señal , Persona de Mediana Edad , Hipocampo/metabolismo , Herencia Multifactorial , Predisposición Genética a la Enfermedad , Corteza Prefontal Dorsolateral/metabolismo , Recompensa
9.
J Affect Disord ; 356: 88-96, 2024 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-38588729

RESUMEN

OBJECTIVE: Subthreshold depression is an essential precursor and risk factor for major depressive disorder, and its accurate identification and timely intervention are important for reducing the prevalence of major depressive disorder. Therefore, we used functional near-infrared spectroscopic imaging (fNIRS) to explore the characteristics of the brain neural activity of college students with subthreshold depression in the verbal fluency task. METHODS: A total of 72 subthreshold depressed college students (SDs) and 67 healthy college students (HCs) were recruited, and all subjects were subjected to a verbal fluency task (VFT) while a 53-channel fNIRS device was used to collect the subjects' cerebral blood oxygenation signals. RESULTS: The results of the independent samples t-test showed that the mean oxyhemoglobin in the right dorsolateral prefrontal (ch34, ch42, ch45) and Broca's area (ch51, ch53) of SDs was lower than that of HCs. The peak oxygenated hemoglobin of SDs was lower in the right dorsolateral prefrontal (ch34) and Broca's area (ch51, ch53).The brain functional connectivity strength was lower than that of HCs. Correlation analysis showed that the left DLPFC and Broca's area were significantly negatively correlated with the depression level. CONCLUSION: SDs showed abnormally low, inadequate levels of brain activation and weak frontotemporal brain functional connectivity. The right DLPFC has a higher sensitivity for the differentiation of depressive symptoms and is suitable as a biomarker for the presence of depressive symptoms. Dysfunction in Broca's area can be used both as a marker of depressive symptoms and as a biomarker, indicating the severity of depressive symptoms.


Asunto(s)
Depresión , Oxihemoglobinas , Espectroscopía Infrarroja Corta , Humanos , Oxihemoglobinas/metabolismo , Masculino , Femenino , Adulto Joven , Adulto , Depresión/fisiopatología , Depresión/metabolismo , Área de Broca/fisiopatología , Corteza Prefontal Dorsolateral/fisiopatología , Corteza Prefontal Dorsolateral/metabolismo , Corteza Prefrontal/fisiopatología , Corteza Prefrontal/metabolismo , Corteza Prefrontal/diagnóstico por imagen
10.
Science ; 377(6614): eabo7257, 2022 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-36007006

RESUMEN

The granular dorsolateral prefrontal cortex (dlPFC) is an evolutionary specialization of primates that is centrally involved in cognition. We assessed more than 600,000 single-nucleus transcriptomes from adult human, chimpanzee, macaque, and marmoset dlPFC. Although most cell subtypes defined transcriptomically are conserved, we detected several that exist only in a subset of species as well as substantial species-specific molecular differences across homologous neuronal, glial, and non-neural subtypes. The latter are exemplified by human-specific switching between expression of the neuropeptide somatostatin and tyrosine hydroxylase, the rate-limiting enzyme in dopamine production in certain interneurons. The above molecular differences are also illustrated by expression of the neuropsychiatric risk gene FOXP2, which is human-specific in microglia and primate-specific in layer 4 granular neurons. We generated a comprehensive survey of the dlPFC cellular repertoire and its shared and divergent features in anthropoid primates.


Asunto(s)
Corteza Prefontal Dorsolateral , Evolución Molecular , Primates , Somatostatina , Tirosina 3-Monooxigenasa , Adulto , Animales , Dopamina/metabolismo , Corteza Prefontal Dorsolateral/citología , Corteza Prefontal Dorsolateral/metabolismo , Humanos , Pan troglodytes , Primates/genética , Análisis de la Célula Individual , Somatostatina/genética , Somatostatina/metabolismo , Transcriptoma , Tirosina 3-Monooxigenasa/genética , Tirosina 3-Monooxigenasa/metabolismo
11.
Int J Mol Sci ; 23(3)2022 Jan 28.
Artículo en Inglés | MEDLINE | ID: mdl-35163460

RESUMEN

Schizophrenia (SCZ) is a mental illness characterized by aberrant synaptic plasticity and connectivity. A large bulk of evidence suggests genetic and functional links between postsynaptic abnormalities and SCZ. Here, we performed quantitative PCR and Western blotting analysis in the dorsolateral prefrontal cortex (DLPFC) and hippocampus of SCZ patients to investigate the mRNA and protein expression of three key spine shapers: the actin-binding protein cyclase-associated protein 2 (CAP2), the sheddase a disintegrin and metalloproteinase 10 (ADAM10), and the synapse-associated protein 97 (SAP97). Our analysis of the SCZ post-mortem brain indicated increased DLG1 mRNA in DLPFC and decreased CAP2 mRNA in the hippocampus of SCZ patients, compared to non-psychiatric control subjects, while the ADAM10 transcript was unaffected. Conversely, no differences in CAP2, SAP97, and ADAM10 protein levels were detected between SCZ and control individuals in both brain regions. To assess whether DLG1 and CAP2 transcript alterations were selective for SCZ, we also measured their expression in the superior frontal gyrus of patients affected by neurodegenerative disorders, like Parkinson's and Alzheimer's disease. Interestingly, also in Parkinson's disease patients, we found a selective reduction of CAP2 mRNA levels relative to controls but unaltered protein levels. Taken together, we reported for the first time altered CAP2 expression in the brain of patients with psychiatric and neurological disorders, thus suggesting that aberrant expression of this gene may contribute to synaptic dysfunction in these neuropathologies.


Asunto(s)
Proteína ADAM10/genética , Proteínas Adaptadoras Transductoras de Señales/genética , Enfermedad de Alzheimer/genética , Secretasas de la Proteína Precursora del Amiloide/genética , Homólogo 1 de la Proteína Discs Large/genética , Proteínas de la Membrana/genética , Enfermedad de Parkinson/genética , Esquizofrenia/genética , Proteína ADAM10/metabolismo , Proteínas Adaptadoras Transductoras de Señales/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/metabolismo , Secretasas de la Proteína Precursora del Amiloide/metabolismo , Autopsia , Estudios de Casos y Controles , Homólogo 1 de la Proteína Discs Large/metabolismo , Corteza Prefontal Dorsolateral/metabolismo , Femenino , Regulación de la Expresión Génica , Hipocampo/metabolismo , Humanos , Masculino , Proteínas de la Membrana/metabolismo , Persona de Mediana Edad , Enfermedad de Parkinson/metabolismo , Esquizofrenia/metabolismo
12.
Brief Bioinform ; 23(1)2022 01 17.
Artículo en Inglés | MEDLINE | ID: mdl-34849574

RESUMEN

Spatial transcriptomics has been emerging as a powerful technique for resolving gene expression profiles while retaining tissue spatial information. These spatially resolved transcriptomics make it feasible to examine the complex multicellular systems of different microenvironments. To answer scientific questions with spatial transcriptomics and expand our understanding of how cell types and states are regulated by microenvironment, the first step is to identify cell clusters by integrating the available spatial information. Here, we introduce SC-MEB, an empirical Bayes approach for spatial clustering analysis using a hidden Markov random field. We have also derived an efficient expectation-maximization algorithm based on an iterative conditional mode for SC-MEB. In contrast to BayesSpace, a recently developed method, SC-MEB is not only computationally efficient and scalable to large sample sizes but is also capable of choosing the smoothness parameter and the number of clusters. We performed comprehensive simulation studies to demonstrate the superiority of SC-MEB over some existing methods. We applied SC-MEB to analyze the spatial transcriptome of human dorsolateral prefrontal cortex tissues and mouse hypothalamic preoptic region. Our analysis results showed that SC-MEB can achieve a similar or better clustering performance to BayesSpace, which uses the true number of clusters and a fixed smoothness parameter. Moreover, SC-MEB is scalable to large 'sample sizes'. We then employed SC-MEB to analyze a colon dataset from a patient with colorectal cancer (CRC) and COVID-19, and further performed differential expression analysis to identify signature genes related to the clustering results. The heatmap of identified signature genes showed that the clusters identified using SC-MEB were more separable than those obtained with BayesSpace. Using pathway analysis, we identified three immune-related clusters, and in a further comparison, found the mean expression of COVID-19 signature genes was greater in immune than non-immune regions of colon tissue. SC-MEB provides a valuable computational tool for investigating the structural organizations of tissues from spatial transcriptomic data.


Asunto(s)
Algoritmos , COVID-19/metabolismo , Simulación por Computador , Perfilación de la Expresión Génica , SARS-CoV-2/metabolismo , Animales , Colon/metabolismo , Neoplasias Colorrectales/metabolismo , Corteza Prefontal Dorsolateral/metabolismo , Humanos , Hipotálamo/metabolismo , Cadenas de Markov , Ratones
13.
Nat Methods ; 18(11): 1342-1351, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34711970

RESUMEN

Recent advances in spatially resolved transcriptomics (SRT) technologies have enabled comprehensive characterization of gene expression patterns in the context of tissue microenvironment. To elucidate spatial gene expression variation, we present SpaGCN, a graph convolutional network approach that integrates gene expression, spatial location and histology in SRT data analysis. Through graph convolution, SpaGCN aggregates gene expression of each spot from its neighboring spots, which enables the identification of spatial domains with coherent expression and histology. The subsequent domain guided differential expression (DE) analysis then detects genes with enriched expression patterns in the identified domains. Analyzing seven SRT datasets using SpaGCN, we show it can detect genes with much more enriched spatial expression patterns than competing methods. Furthermore, genes detected by SpaGCN are transferrable and can be utilized to study spatial variation of gene expression in other datasets. SpaGCN is computationally fast, platform independent, making it a desirable tool for diverse SRT studies.


Asunto(s)
Encéfalo/metabolismo , Corteza Prefontal Dorsolateral/metabolismo , Genes , Neoplasias Pancreáticas/genética , Programas Informáticos , Transcriptoma , Corteza Visual/metabolismo , Algoritmos , Animales , Análisis por Conglomerados , Biología Computacional , Regulación de la Expresión Génica , Humanos , Ratones , Redes Neurales de la Computación , Neoplasias Pancreáticas/patología , Análisis Espacial
14.
Int J Obes (Lond) ; 45(12): 2608-2616, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34433905

RESUMEN

BACKGROUND: Obesity is associated with brain intrinsic functional reorganization. However, little is known about the BMI-related interhemispheric functional connectivity (IHFC) alterations, and their link with executive function in young healthy adults. METHODS: We examined voxel-mirrored homotopic connectivity (VMHC) patterns in 417 young adults from the Human Connectome Project. Brain regions with significant association between BMI and VMHC were identified using multiple linear regression. Results from these analyses were then used to determine regions for seed-voxel FC analysis, and multiple linear regression was used to explore the brain regions showing significant association between BMI and FC. The correlations between BMI-related executive function measurements and VMHC, as well as seed-voxel FC, were further examined. RESULTS: BMI was negatively associated with scores of Dimensional Change Card Sort Test (DCST) assessing cognitive flexibility (r = -0.14, p = 0.006) and with VMHC of bilateral inferior parietal lobule, insula and dorsal caudate. The dorsal caudate emerged as a nexus for BMI-related findings: greater BMI was associated with greater FC between caudate and hippocampus and lower FC between caudate and several prefrontal nodes (right inferior frontal gyrus, anterior cingulate cortex, and middle frontal gyrus). The FC between right caudate and left hippocampus was negatively associated with scores of DCST (r = -0.15, p = 0.0018). CONCLUSIONS: Higher BMI is associated with poorer cognitive flexibility performance and IHFC in an extensive set of brain regions implicated in cognitive control. Larger BMI was associated with higher caudate-medial temporal lobe FC and lower caudate-dorsolateral prefrontal cortex FC. These findings may have relevance for executive function associated with weight gain among otherwise healthy young adults.


Asunto(s)
Índice de Masa Corporal , Cognición/fisiología , Corteza Prefontal Dorsolateral/fisiopatología , Lóbulo Temporal/fisiopatología , Adulto , Conectoma , Corteza Prefontal Dorsolateral/metabolismo , Femenino , Humanos , Masculino , Lóbulo Temporal/metabolismo
15.
Genes (Basel) ; 12(8)2021 08 06.
Artículo en Inglés | MEDLINE | ID: mdl-34440393

RESUMEN

The presented study showed the relationship between dopamine receptor gene polymorphism and personality traits in athletes training in martial arts. Behavioral modulation resulting from a balance of the neurotransmitters dopamine and norepinephrine to inactivation of the dorsolateral prefrontal cortex and dysregulation of various pathways involved in attention and impulse control processes; Methods: The study was conducted among martial arts athletes. The study group included 258 volunteers and 284 controls. The genetic test was performed using the real-time PCR method; psychological tests were performed using standardized TCI questionnaires. All analyses were performed using STATISTICA 13. Results: Interaction between martial arts and DRD2 rs1799732 (manual) G/-(VIC/FAM)-ins/del and RD- Harm avoidance and Reward Dependence scale were demonstrated. In athletes, a lower Reward Dependence scale score was associated with the DRD2 rs1799732 (manual)-/-polymorphism compared to the control group. Conclusions: It seems justified to study not only genetic aspects related to brain transmission dopamine in martial arts athletes. In the studied athletes, the features related to reward addiction and harm avoidance are particularly important in connection with the dopaminergic reward system in the brain.


Asunto(s)
Atletas , Personalidad/genética , Polimorfismo Genético , Receptores de Dopamina D2/genética , Corteza Prefontal Dorsolateral/metabolismo , Humanos , Pruebas Psicológicas
16.
J Neurosci Res ; 99(10): 2657-2668, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34133770

RESUMEN

Sleep-related hypermotor epilepsy (SHE) is a focal epilepsy whose neurobiological underpinnings remain poorly understood. The present study aimed to identify possible neurochemical alterations in the dorsolateral prefrontal cortex (DLPFC) in participants with SHE using proton magnetic resonance spectroscopy (1 H MRS). Thirty-nine participants with SHE (mean age, 30.7 years ± 11.3 [standard deviation], 24 men) and 59 controls (mean age, 29.4 years ± 10.4, 29 men) were consecutively and prospectively recruited and underwent brain magnetic resonance imaging and 1 H MRS in the bilateral DLPFCs. Brain concentrations of metabolites, including N-acetyl aspartate (NAA), myo-inositol (mI), choline, creatine, the sum of glutamate and glutamine, glutathione (GSH) and γ-aminobutyric acid, were estimated with LCModel and corrected for the partial volume effect of cerebrospinal fluid using tissue segmentation. ANCOVA analyses revealed lower concentration of NAA in the left DLPFC in participants with SHE compared with controls. A significant difference of NAA concentration between DLPFC in the two hemispheres (left > right) was observed only in the control group. We further confirmed a higher GSH concentration in men than in women in SHE participants, which probably indicates that men are more susceptible to this disease. The mI concentration in the right DLPFC was negatively correlated with epilepsy duration. This study demonstrates that DLPFC is an important brain region involved in the pathophysiology of SHE, in which both neurons and astrocytes appear impaired, and the elevated GSH level may suggest an abnormality related to oxidative stress.


Asunto(s)
Corteza Prefontal Dorsolateral/diagnóstico por imagen , Corteza Prefontal Dorsolateral/metabolismo , Epilepsias Parciales/diagnóstico por imagen , Epilepsias Parciales/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Sueño/fisiología , Adolescente , Adulto , Epilepsias Parciales/fisiopatología , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Protones , Adulto Joven
17.
Neurobiol Dis ; 157: 105428, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34153464

RESUMEN

Epigenetic clocks are calculated by combining DNA methylation states across select CpG sites to estimate biologic age, and have been noted as the most successful markers of biologic aging to date. Yet, limited research has considered epigenetic clocks calculated in brain tissue. We used DNA methylation states in dorsolateral prefrontal cortex specimens from 721 older participants of the Religious Orders Study and Rush Memory and Aging Project, to calculate DNA methylation age using four established epigenetic clocks: Hannum, Horvath, PhenoAge, GrimAge, and a new Cortical clock. The four established clocks were trained in blood samples (Hannum, PhenoAge, GrimAge) or using 51 human tissue and cell types (Horvath); the recent Cortical clock is the first trained in postmortem cortical tissue. Participants were recruited beginning in 1994 (Religious Orders Study) and 1997 (Memory and Aging Project), and followed annually with questionnaires and clinical evaluations; brain specimens were obtained for 80-90% of participants. Mean age at death was 88.0 (SD 6.7) years. We used linear regression, logistic regression, and linear mixed models, to examine relations of epigenetic clock ages to neuropathologic and clinical aging phenotypes, controlling for chronologic age, sex, education, and depressive symptomatology. Hannum, Horvath, PhenoAge and Cortical clock ages were related to pathologic diagnosis of Alzheimer's disease (AD), as well as to Aß load (a hallmark pathology of Alzheimer's disease). However, associations were substantially stronger for the Cortical than other clocks; for example, each standard deviation (SD) increase in Hannum, Horvath, and PhenoAge clock age was related to approximately 30% greater likelihood of pathologic AD (all p < 0.05), while each SD increase in Cortical age was related to 90% greater likelihood of pathologic AD (odds ratio = 1.91, 95% confidence interval 1.38, 2.62). Moreover, Cortical age was significantly related to other AD pathology (eg, mean tau tangle density, p = 0.003), and to odds of neocortical Lewy body pathology (for each SD increase in Cortical age, odds ratio = 2.00, 95% confidence 1.27, 3.17), although no clocks were related to cerebrovascular neuropathology. Cortical age was the only epigenetic clock significantly associated with the clinical phenotypes examined, from dementia to cognitive decline (5 specific cognitive systems, and a global cognitive measure averaging 17 tasks) to Parkinsonian signs. Overall, our findings provide evidence of the critical necessity for bespoke clocks of brain aging for advancing research to understand, and eventually prevent, neurodegenerative diseases of aging.


Asunto(s)
Envejecimiento/genética , Trastornos Cerebrovasculares/patología , Metilación de ADN/genética , Corteza Prefontal Dorsolateral/metabolismo , Epigénesis Genética/genética , Enfermedades Neurodegenerativas/patología , Anciano de 80 o más Años , Envejecimiento/patología , Enfermedad de Alzheimer/patología , Enfermedad de Alzheimer/fisiopatología , Encéfalo/metabolismo , Encéfalo/patología , Trastornos Cerebrovasculares/fisiopatología , Cognición , Islas de CpG/genética , Epigenómica , Femenino , Humanos , Masculino , Enfermedades Neurodegenerativas/fisiopatología , Fenotipo
18.
Schizophr Bull ; 47(6): 1795-1805, 2021 10 21.
Artículo en Inglés | MEDLINE | ID: mdl-33940617

RESUMEN

MicroRNAs (miRNAs) are non-coding RNAs that regulate gene expression and play important roles in the development and function of synapses. miR-936 is a primate-specific miRNA increased in the dorsolateral prefrontal cortex (DLPFC) of individuals with schizophrenia. The significance of miR-936 increase to schizophrenia is unknown. Here, we show that miR-936 in the human DLPFC is enriched in cortical layer 2/3 and expressed in glutamatergic and GABAergic neurons. miR-936 is increased from layers 2 to 6 of the DLPFC in schizophrenia samples. In neurons derived from human induced pluripotent stem cells (iNs), miR-936 reduces the number of excitatory synapses, inhibits AMPA receptor-mediated synaptic transmission, and increases intrinsic excitability. These effects are mediated by its target gene TMOD2. These results indicate that miR-936 restricts the number of synapses and the strength of glutamatergic synaptic transmission by inhibiting TMOD2 expression. miR-936 upregulation in the DLPFC, therefore, can reduce glutamatergic synapses and weaken excitatory synaptic transmission, which underlie the synaptic pathology and hypofrontality in schizophrenia.


Asunto(s)
Corteza Prefontal Dorsolateral/metabolismo , Células Madre Pluripotentes Inducidas , MicroARNs/metabolismo , Neuronas/metabolismo , Receptores AMPA/metabolismo , Esquizofrenia/metabolismo , Transmisión Sináptica/fisiología , Humanos
19.
Acta Neuropsychiatr ; 33(5): 242-253, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-33926587

RESUMEN

OBJECTIVES: Previous studies have examined the effect of transcranial direct current stimulation (tDCS) on the in-vivo concentrations of neuro-metabolites assessed through magnetic resonance spectroscopy (MRS) in neurological and psychiatry disorders. This review aims to systematically evaluate the data on the effect of tDCS on MRS findings and thereby attempt to understand the potential mechanism of tDCS on neuro-metabolites. METHODS: The relevant literature was obtained through PubMed and cross-reference (search till June 2020). Thirty-four studies were reviewed, of which 22 reported results from healthy controls and 12 were from patients with neurological and psychiatric disorders. RESULTS: The evidence converges to highlight that tDCS modulates the neuro-metabolite levels at the site of stimulation, which, in turn, translates into alterations in the behavioural outcome. It also shows that the baseline level of these neuro-metabolites can, to a certain extent, predict the outcome after tDCS. However, even though tDCS has shown promising effects in alleviating symptoms of various psychiatric disorders, there are limited studies that have reported the effect of tDCS on neuro-metabolite levels. CONCLUSIONS: There is a compelling need for more systematic studies examining patients with psychiatric/neurological disorders with larger samples and harmonised tDCS protocols. More studies will potentially help us to understand the tDCS mechanism of action pertinent to neuro-metabolite levels modulation. Further, studies should be conducted in psychiatric patients to understand the neurological changes in this population and potentially unravel the neuro-metabolite × tDCS interaction effect that can be translated into individualised treatment.


Asunto(s)
Espectroscopía de Resonancia Magnética/métodos , Trastornos Mentales/metabolismo , Enfermedades del Sistema Nervioso/metabolismo , Estimulación Transcraneal de Corriente Directa/efectos adversos , Adulto , Anciano , Estudios de Casos y Controles , Corteza Cerebelosa/metabolismo , Corteza Prefontal Dorsolateral/metabolismo , Femenino , Humanos , Masculino , Trastornos Mentales/terapia , Enfermedades del Sistema Nervioso/terapia , Lóbulo Parietal/metabolismo , Lóbulo Temporal/metabolismo , Estimulación Transcraneal de Corriente Directa/métodos , Estimulación Magnética Transcraneal/instrumentación , Estimulación Magnética Transcraneal/métodos , Ácido gamma-Aminobutírico/sangre
20.
Pharmacol Rep ; 73(4): 1155-1163, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-33835465

RESUMEN

BACKGROUND: Chronic exposure to opiates causes the development of tolerance and physical dependence as well as persistent brain neuroplasticity. Despite a wealth of postmortem human studies for opiate addicts, little direct information regarding the functional status of serotonergic and cholinergic receptor-mediated signaling pathways in the human brain of opiate addicts is yet available. METHODS: Functional activation of Gαq/11 proteins coupled to 5-HT2A and M1 type muscarinic acetylcholine receptor (mAChR) was assessed by using the method named [35S]GTPγS binding/immunoprecipitation in frontal cortical membrane preparations from postmortem human brains obtained from opiate addicts and matched controls. RESULTS: Concentration-response curves for 5-HT and carbachol in individual subjects were analyzed according to a nonlinear regression model, which generated the values of maximum percent increase (%Emax), negative logarithm of the half-maximal effect (pEC50) and slope factor. As for 5-HT2A receptor-mediated Gαq/11 activation, the %Emax values were reduced significantly and the pEC50 values were decreased significantly in opiate addicts as compared to the control group. Regarding carbachol-induced Gαq/11 activation, no significant difference in %Emax or pEC50 values was detected between the both groups, whereas the slope factor was increased significantly in opiate addicts as compared to the control group. CONCLUSION: Our data demonstrate that the signaling pathways mediated by Gαq/11 proteins coupled with 5-HT2A receptors and M1 mAChRs in prefrontal cortex are functionally altered in opiate addicts in comparison with control subjects. These alterations may underpin some aspects of addictive behavior to opiate as well as neuropsychological consequences or comorbid mental disorders associated with opioid use.


Asunto(s)
Analgésicos Opioides/efectos adversos , Corteza Prefontal Dorsolateral/efectos de los fármacos , Corteza Prefontal Dorsolateral/metabolismo , Alcaloides Opiáceos/efectos adversos , Trastornos Relacionados con Opioides/metabolismo , Receptor Muscarínico M1/metabolismo , Receptor de Serotonina 5-HT2A/metabolismo , Adulto , Encéfalo/efectos de los fármacos , Encéfalo/metabolismo , Femenino , Subunidades alfa de la Proteína de Unión al GTP Gq-G11/metabolismo , Guanosina 5'-O-(3-Tiotrifosfato)/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Plasticidad Neuronal/efectos de los fármacos , Transducción de Señal/efectos de los fármacos , Adulto Joven
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