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1.
Int Endod J ; 53(9): 1229-1237, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32426871

RESUMO

AIM: To determine the methylation pattern of TLR2 gene promoter and its association with the transcriptional regulation of periapical inflammatory and angiogenic responses in symptomatic and asymptomatic forms of apical periodontitis. METHODOLOGY: In this cross-sectional study, apical lesions were obtained from volunteers with asymptomatic apical periodontitis (AAP) (n = 17) and symptomatic apical periodontitis (SAP) (n = 17) scheduled for tooth extraction, and both total RNA and DNA were extracted. DNA was bisulfite-treated, a region of CpG island within the TLR2 gene was amplified by qPCR and the products were sequenced. Additionally, the mRNA expression of TLR2, TLR4, IL-6, IL-12, TNFalpha, IL-23, IL-10, TGFbeta, VEGFA and CDH5 was analysed by qPCR. The data were analysed with chi-square tests, Mann-Whitney or unpaired t-tests, and Spearman´s correlation; variable adjustments were performed using multiple linear regression (P < 0.05). RESULTS: TLR2 depicted a hypomethylated DNA profile at the CpG island in SAP when compared with AAP, along with upregulated expression of TLR2, with pro-inflammatory cytokines IL-6 and IL-23, and the angiogenesis marker CDH5 (P < 0.05). TLR2 methylation percentage negatively correlated with mRNA levels of IL-23 and CDH5 in apical periodontitis. Lower methylation frequencies of single CpG dinucleotides -8 and -10 localized in close proximity to nuclear factor κB (NFκB) binding within the TLR2 promoter were identified in SAP versus AAP (P < 0.05). Finally, unmethylated -10 and -8 single sites demonstrated up-regulation of IL-23, IL-10 and CDH5 transcripts compared to their methylated counterparts (P < 0.05). CONCLUSIONS: TLR2 gene promoter hypomethylation was linked to transcriptional activity of pro-inflammatory cytokines and angiogenic markers in exacerbated periapical inflammation. Moreover, unmethylated single sites in close proximity to NFκB binding were involved in active transcription of IL-23, IL-10 and CDH5.


Assuntos
Epigênese Genética , Receptor 2 Toll-Like , Ilhas de CpG , Estudos Transversais , Humanos , Inflamação
2.
Neurotox Res ; 27(4): 453-65, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25835215

RESUMO

Perinatal asphyxia (PA) is a leading cause of neuronal damage in newborns, resulting in long-term neurological and cognitive deficits, in part due to impairment of mesostriatal and mesolimbic neurocircuitries. The insult can be as severe as to menace the integrity of the genome, triggering the overactivation of sentinel proteins, including poly (ADP-ribose) polymerase-1 (PARP-1). PARP-1 overactivation implies increased energy demands, worsening the metabolic failure and depleting further NAD(+) availability. Using a global PA rat model, we report here evidence that hypoxia increases PARP-1 activity, triggering a signalling cascade leading to nuclear translocation of the NF-κB subunit p65, modulating the expression of IL-1ß and TNF-α, pro-inflammatory molecules, increasing apoptotic-like cell death in mesencephalon of neonate rats, monitored with Western blots, qPCR, TUNEL and ELISA. PARP-1 activity increased immediately after PA, reaching a maximum 1-8 h after the insult, while activation of the NF-κB signalling pathway was observed 8 h after the insult, with a >twofold increase of p65 nuclear translocation. IL-1ß and TNF-α mRNA levels were increased 24 h after the insult, together with a >twofold increase in apoptotic-like cell death. A single dose of the PARP-1 inhibitor nicotinamide (0.8 mmol/kg, i.p.), 1 h post delivery, prevented the effect of PA on PARP-1 activity, p65 translocation, pro-inflammatory cytokine expression and apoptotic-like cell death. The present study demonstrates that PA leads to PARP-1 overactivation, increasing the expression of pro-inflammatory cytokines and cell death in mesencephalon, effects prevented by systemic neonatal nicotinamide administration, supporting the idea that PARP-1 inhibition represents a therapeutic target against the effects of PA.


Assuntos
Asfixia Neonatal/metabolismo , Asfixia/metabolismo , Mesencéfalo/metabolismo , Niacinamida/administração & dosagem , Poli(ADP-Ribose) Polimerases/metabolismo , Transdução de Sinais , Animais , Animais Recém-Nascidos , Apoptose/efeitos dos fármacos , Asfixia/enzimologia , Asfixia Neonatal/enzimologia , Humanos , Inflamação/metabolismo , Interleucina-1beta/metabolismo , Mesencéfalo/efeitos dos fármacos , Mesencéfalo/enzimologia , Proteínas de Neoplasias/metabolismo , Proteínas de Transporte Nucleocitoplasmático/metabolismo , Poli(ADP-Ribose) Polimerase-1 , Ratos , Ratos Wistar , Fator de Necrose Tumoral alfa/metabolismo
3.
Adv Neurobiol ; 10: 169-98, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25287541

RESUMO

Perinatal asphyxia constitutes a prototype of obstetric complications occurring when pulmonary oxygenation is delayed or interrupted. A primary insult is first produced by the length of the time without oxygenation, leading to hypoxia/ischemia and death if oxygenation is not promptly established. A second insult is produced by re-oxygenation, eliciting a cascade of biochemical events for restoring function, implying, however, improper homeostasis. The effects observed long after perinatal asphyxia can be explained by over-expression of sentinel proteins, such as poly(ADP-ribose) polymerase-1 (PARP-1), competing for oxidised nicotinamide adenine dinucleotide (NAD(+)) during re-oxygenation. Asphyxia also induces transcriptional activation of pro-inflammatory factors, including nuclear factor κB (NFκB) and its subunit p65, whose translocation to the nucleus is significantly increased in brain tissue from asphyxia-exposed animals, in tandem with PARP-1 overactivation, leading to the idea that sentinel protein inhibition constitutes a suitable therapeutic strategy. It is proposed that PARP-1 inhibition also down-regulates the expression of pro-inflammatory cytokines.Nicotinamide is a suitable PARP-1 inhibitor, whose effects have been studied in an experimental model of global perinatal asphyxia in rats, inducing the insult by immersing rat foetuses into a water bath for various periods of time. Following asphyxia, the pups are delivered, immediately treated, or given to surrogate dams for nursing, pending further experiments. Systemic administration of nicotinamide 1 h after the insult inhibited PARP-1 overactivity in peripheral and brain tissue, preventing several of the long-term consequences elicited by perinatal asphyxia, supporting the idea that it constitutes a lead for exploring compounds with similar or better pharmacological profiles.

4.
Eur Arch Psychiatry Clin Neurosci ; 264(4): 297-309, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24287731

RESUMO

We investigated gene expression pattern obtained from microarray data of 10 schizophrenia patients and 10 control subjects. Brain tissue samples were obtained postmortem; thus, the different ages of the patients at death also allowed a study of the dynamic behavior of the expression patterns over a time frame of many years. We used statistical tests and dimensionality reduction methods to characterize the subset of genes differentially expressed in the two groups. A set of 10 genes were significantly downregulated, and a larger set of 40 genes were upregulated in the schizophrenia patients. Interestingly, the set of upregulated genes includes a large number of genes associated with gene transcription (zinc finger proteins and histone methylation) and apoptosis. We furthermore identified genes with a significant trend correlating with age in the control (MLL3) or the schizophrenia group (SOX5, CTRL). Assessments of correlations of other genes with the disorder (RRM1) or with the duration of medication could not be resolved, because all patients were medicated. This hypothesis-free approach uncovered a series of genes differentially expressed in schizophrenia that belong to a number of distinct cell functions, such as apoptosis, transcriptional regulation, cell motility, energy metabolism and hypoxia.


Assuntos
Regulação da Expressão Gênica/genética , Expressão Gênica/fisiologia , Esquizofrenia/patologia , Lobo Temporal/fisiopatologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Feminino , Perfilação da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos , Análise de Componente Principal , Lobo Temporal/metabolismo
5.
Pharmacopsychiatry ; 46 Suppl 1: S22-9, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23599242

RESUMO

Investigations on circadian rhythms have markedly advanced our understanding of health and disease with the advent of high-throughput technologies like microarrays and epigenetic profiling. They elucidated the multi-level behaviour of interactive oscillations from molecules to neuronal networks and eventually to processes of learning and memory in an impressive manner. The small-world topology of synchronized firing through neuron-neuron and neuron-glia gap junctions is discussed as a mathematical approach to these intensively studied issues. It has become evident that, apart from some disorders caused by gene mutations, the majority of disorders originating from disturbances of rhythms arise from environmental influences and epigenetic changes. In this context, it was mandatory to think of and devise experiments on temporary scales, which exponentially increased the volumes of data obtained from time-series and rapidly became prohibitive of manual inspection. Therefore, more and more sophisticated mathematical algorithms have been developed to identify rhythmic expression of genes and to find coexpression by their clustering. It is expected that disturbed rhythmic behaviour in mental disorders is reflected in altered oscillatory behaviour of gene expression.


Assuntos
Relógios Biológicos/fisiologia , Ritmo Circadiano/fisiologia , Transtornos Mentais , Neurônios/fisiologia , Animais , Peptídeos e Proteínas de Sinalização do Ritmo Circadiano/genética , Peptídeos e Proteínas de Sinalização do Ritmo Circadiano/metabolismo , Epigênese Genética/fisiologia , Humanos , Computação Matemática , Transtornos Mentais/genética , Transtornos Mentais/patologia , Transtornos Mentais/fisiopatologia , Modelos Biológicos , Análise de Sequência com Séries de Oligonucleotídeos , Sono/fisiologia
6.
Pharmacopsychiatry ; 45 Suppl 1: S42-8, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22565234

RESUMO

Investigations on gene variants as milestones in the development of schizophrenia have not fulfilled the enormous, initial expectations. Neither candidate gene approaches trying to associate single genes with the disorder, nor genome-wide association studies (GWAS), that have been welcomed more recently with great enthusiasm, could end the general disappointment associated with these strategies. Owing to very large numbers of samples and most advanced sequencing technologies, some variants have been found but their effects, even in combination are very small. In summary, most of the tentative heritability of schizophrenia remains unexplained. More hope to find mechanisms connecting genes with the disorder lies in analyses of the epigenome with technologies developed during the last 10 or 15 years and undergoing more and more refinement recently. Although investigations on interactions between DNA methylation patterns and histone modifications will probably be the greatest challenge in molecular genetics for the next decades, they appear to be the most promising approaches on complex brain disorders that typically show a high dependence on environmental factors.


Assuntos
Epigenômica , Esquizofrenia/genética , Metilação de DNA , Bases de Dados Genéticas , Perfilação da Expressão Gênica , Estudos de Associação Genética , Estudo de Associação Genômica Ampla , Humanos , Hipóxia , RNA/genética , Esquizofrenia/epidemiologia , População Branca
7.
Neurotox Res ; 22(1): 79-90, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22311271

RESUMO

Oxygen interruption leads to death when re-oxygenation is not promptly re-established. Re-oxygenation triggers a cascade of biochemical events for restoring function at the cost of improper homeostasis. The effects observed long after perinatal asphyxia (PA) have been explained by over-expression of sentinel proteins, such as poly(ADP-ribose) polymerase-1 (PARP-1), competing for NAD(+) during re-oxygenation, leading to the idea that sentinel protein inhibition constitutes a therapeutic strategy. We studied the effects of nicotinamide and theophylline on PARP-1 activity assayed in brain and peripheral (heart) rat tissue 1-24 h after birth, as well as on changes in behaviour and monoamine neurotransmission in adult rats. PA was induced by immersing rat foetuses into a water bath for 0 or 21 min. After resuscitation, the pups were treated with nicotinamide (0.8 mmol/kg, i.p.), theophylline (0.14 mmol/kg, i.p.) or saline (0.9% NaCl) and nurtured by surrogate dams, pending behavioural and microdialysis experiments, or euthanised after birth for assaying PARP-1 activity. To estimate the in vivo distribution of a single dose of nicotinamide or theophylline into brain and peripheral compartment, a series of animals were implanted with microdialysis probes, one into the brain and other subcutaneously, 1 h after birth, assaying the drugs with a HPLC-UV system. Nicotinamide, but not theophylline prevented the long-term effects induced by PA. Only nicotinamide produced a consistent decrease in PARP-1 activity in brain and heart, whether assayed in control or asphyxia-exposed pups. The present results support the idea that the long-term effects induced by PA imply PARP-1 over-activation.


Assuntos
Asfixia/metabolismo , Comportamento Animal/efeitos dos fármacos , Niacinamida/farmacologia , Inibidores de Fosfodiesterase/farmacologia , Poli(ADP-Ribose) Polimerases/metabolismo , Teofilina/farmacologia , Complexo Vitamínico B/farmacologia , Animais , Animais Recém-Nascidos/metabolismo , Asfixia Neonatal/metabolismo , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismo , Coração/efeitos dos fármacos , Humanos , Recém-Nascido , Microdiálise , Modelos Animais , Miocárdio/metabolismo , Poli(ADP-Ribose) Polimerase-1 , Poli(ADP-Ribose) Polimerases/efeitos dos fármacos , Ratos , Ratos Wistar
8.
Pharmacopsychiatry ; 44 Suppl 1: S2-8, 2011 May.
Artigo em Inglês | MEDLINE | ID: mdl-21544742

RESUMO

Understanding mental disorders and their neurobiological basis encompasses the conceptual management of "complexity" and "dynamics". For example, affective disorders exhibit several fluctuating state variables on psychological and biological levels and data collected of these systems levels suggest quasi-chaotic periodicity leading to use concepts and tools of the mathematics of nonlinear dynamic systems. Regarding this, we demonstrate that the concept of "Dynamic Diseases" could be a fruitful way for theory and empirical research in neuropsychiatry. In a first step, as an example, we focus on the analysis of dynamic cortisol regulation that is important for understanding depressive disorders. In this case, our message is that extremely complex phenomena of a disease may be explained as resulting from perplexingly simple nonlinear interactions of a very small number of variables. Additionally, we propose that and how widely used complex circuit diagrams representing the macroanatomic structures and connectivities of the brain involved in major depression or other mental disorders may be "animated" by quantification, even by using expert-based estimations (dummy variables). This method of modeling allows to develop exploratory computer-based numerical models that encompass the option to explore the system by computer simulations (in-silico experiments). Also inter- and intracellular molecular networks involved in affective disorders could be modeled by this procedure. We want to stimulate future research in this theoretical context.


Assuntos
Depressão/fisiopatologia , Transtorno Depressivo/fisiopatologia , Doença , Transtornos Mentais/fisiopatologia , Transtornos do Humor/fisiopatologia , Neurobiologia , Biologia de Sistemas , Encéfalo/anatomia & histologia , Encéfalo/patologia , Encéfalo/fisiopatologia , Simulação por Computador , Transtorno Depressivo/patologia , Humanos , Hidrocortisona/metabolismo , Transtornos Mentais/patologia , Modelos Biológicos , Transtornos do Humor/metabolismo , Transtornos do Humor/patologia , Neuropsiquiatria , Dinâmica não Linear , Transdução de Sinais
9.
J Neural Transm (Vienna) ; 118(6): 849-55, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21161710

RESUMO

Synaptic pathology and disturbed glutamatergic neurotransmission contribute to the neurobiology of depression. Reduced expression of glutamate transporters, most importantly excitatory amino acid transporter (EAAT2), was reported in human studies and animal models. We therefore assessed the effects of antidepressant treatment upon EAAT2 expression. Male Sprague-Dawley rats received daily intraperitoneal injections of the antidepressants desipramine (DES, N = 7), fluoxetine (FLU, N = 7), tranylcypromine (TRAN, N = 5) or a saline control (CON, N = 5) for a period of 14 days. The expression of the major glial glutamate transporter EAAT2 was evaluated by semi-quantitative in situ hybridizations using a (35)S-labeled cRNA probe. Treatment with FLU significantly induced EAAT2 expression in hippocampal and cortical regions in comparison with saline injections, while DES and TRAN-applications did not exert significant effects. It can be postulated that increased expression of EAAT2 may counterbalance the tonus of glutamatergic neurotransmission. Our findings are in concert with human post-mortem findings, valid animal models of depression, antidepressive effects of NMDA-antagonists, and the glutamatergic theory of depression. Further studies should examine the effects of antidepressant treatments upon EAAT2 expression in rodent models of depression to further elucidate the underlying molecular mechanisms.


Assuntos
Encéfalo/efeitos dos fármacos , Encéfalo/fisiologia , Transportador 2 de Aminoácido Excitatório/biossíntese , Fluoxetina/farmacologia , Animais , Encéfalo/metabolismo , Química Encefálica/efeitos dos fármacos , Química Encefálica/fisiologia , Modelos Animais de Doenças , Transportador 2 de Aminoácido Excitatório/genética , Regulação da Expressão Gênica/efeitos dos fármacos , Ácido Glutâmico/metabolismo , Masculino , Ratos , Ratos Sprague-Dawley
10.
Eur Arch Psychiatry Clin Neurosci ; 260 Suppl 2: S81-9, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20945070

RESUMO

Obstetric complications play a role in the pathophysiology of schizophrenia. However, the biological consequences during neurodevelopment until adulthood are unknown. Microarrays have been used for expression profiling in four brain regions of a rat model of neonatal hypoxia as a common factor of obstetric complications. Animals were repeatedly exposed to chronic hypoxia from postnatal (PD) day 4 through day 8 and killed at the age of 150 days. Additional groups of rats were treated with clozapine from PD 120-150. Self-spotted chips containing 340 cDNAs related to the glutamate system ("glutamate chips") were used. The data show differential (up and down) regulations of numerous genes in frontal (FR), temporal (TE) and parietal cortex (PAR), and in caudate putamen (CPU), but evidently many more genes are upregulated in frontal and temporal cortex, whereas in parietal cortex the majority of genes are downregulated. Because of their primary presynaptic occurrence, five differentially expressed genes (CPX1, NPY, NRXN1, SNAP-25, and STX1A) have been selected for comparisons with clozapine-treated animals by qRT-PCR. Complexin 1 is upregulated in FR and TE cortex but unchanged in PAR by hypoxic treatment. Clozapine downregulates it in FR but upregulates it in PAR cortex. Similarly, syntaxin 1A was upregulated in FR, but downregulated in TE and unchanged in PAR cortex, whereas clozapine downregulated it in FR but upregulated it in PAR cortex. Hence, hypoxia alters gene expression regionally specific, which is in agreement with reports on differentially expressed presynaptic genes in schizophrenia. Chronic clozapine treatment may contribute to normalize synaptic connectivity.


Assuntos
Encéfalo/metabolismo , Carboxipeptidases/metabolismo , Regulação da Expressão Gênica/fisiologia , Hipóxia/patologia , Neuropeptídeo Y/metabolismo , Receptores de Superfície Celular/metabolismo , Proteína 25 Associada a Sinaptossoma/metabolismo , Sintaxina 1/metabolismo , Animais , Animais Recém-Nascidos , Antipsicóticos/farmacologia , Antipsicóticos/uso terapêutico , Encéfalo/efeitos dos fármacos , Encéfalo/patologia , Carboxipeptidases/genética , Clozapina/farmacologia , Clozapina/uso terapêutico , Modelos Animais de Doenças , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica/efeitos dos fármacos , Hipóxia/tratamento farmacológico , Hipóxia/fisiopatologia , Inibição Neural/efeitos dos fármacos , Inibição Neural/fisiologia , Neuropeptídeo Y/genética , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Ratos , Ratos Sprague-Dawley , Receptores de Superfície Celular/genética , Proteína 25 Associada a Sinaptossoma/genética , Sintaxina 1/genética
11.
Neuropharmacology ; 58(2): 465-73, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19747495

RESUMO

BACKGROUND: It has been widely accepted that glial pathology and disturbed synaptic transmission contribute to the neurobiology of depression. Apart from monoaminergic alterations, an influence of glutamatergic signal transduction has been reported. Therefore, gene expression of glutamate transporters that strictly control synaptic glutamate concentrations have to be assessed in animal models of stress and depression. METHODS: We performed in situ-hybridizations in learned helplessness rats, a well established animal model of depression, to assess vGluT1 and EAAT1-4. Sprague-Dawley rats of two inbred lines were tested for helpless behavior and grouped into three cohorts according to the number of failures to stop foot shock currents by lever pressing. RESULTS: Helpless animals showed a significantly suppressed expression of the glial glutamate transporter EAAT2 (rodent nomenclature GLT1) in hippocampus and cerebral cortex compared to littermates with low failure rate and not helpless animals. This finding was validated on protein level using immunohistochemistry. Additionally, expression levels of EAAT4 and the vesicular transporter vGluT1 were reduced in helpless animals. In contrast, the transcript levels of EAAT1 (GLAST) and EAAT3 (EAAC1) were not significantly altered. CONCLUSIONS: These results strongly suggest reduced astroglial glutamate uptake and implicate increased glutamate levels in learned helplessness. The findings are in concert with antidepressant effects of NMDA-receptor antagonists and the hypotheses that impaired astroglial functions contribute to the pathogenesis of affective disorders.


Assuntos
Encéfalo/metabolismo , Transtorno Depressivo/metabolismo , Transportador 2 de Aminoácido Excitatório/metabolismo , Transportador 4 de Aminoácido Excitatório/metabolismo , Desamparo Aprendido , Proteína Vesicular 1 de Transporte de Glutamato/metabolismo , Animais , Córtex Cerebral/metabolismo , Modelos Animais de Doenças , Transportador 1 de Aminoácido Excitatório/metabolismo , Transportador 3 de Aminoácido Excitatório/metabolismo , Hipocampo/metabolismo , Masculino , Ratos , Ratos Endogâmicos , Ratos Sprague-Dawley
13.
Pharmacopsychiatry ; 42 Suppl 1: S11-31, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19434548

RESUMO

The onset of addiction is marked with drug induced positive experiences that keep being repeated. During that time, adaptation occurs and addiction is stabilized. Interruption of those processes induces polysymptomatic withdrawal syndromes. Abstinence is accompanied by risks of relapse. These features of addiction suggest adaptive brain dynamics with common pathways in complex neuronal networks. Addiction research has used animal models, where some of those phenomena could be reproduced, to find correlates of addictive behavior. The major thrust of those approaches has been on the involvement of genes and proteins. Recently, an enormous amount of data has been obtained by high throughput technologies in these fields. Therefore, (Computational) "Systems Biology" had to be implemented as a new approach in molecular biology and biochemistry. Conceptually, Systems Biology can be understood as a field of theoretical biology that tries to identify patterns in complex data sets and that reconstructs the cell and cellular networks as complex dynamic, self-organizing systems. This approach is embedded in systems science as an interdisciplinary effort to understand complex dynamical systems and belongs to the field of theoretical neuroscience (Computational Neuroscience). Systems biology, in a similar way as computational neuroscience is based on applied mathematics, computer-based computation and experimental simulation. In terms of addiction research, building up "computational molecular systems biology of the (addicted) neuron" could provide a better molecular biological understanding of addiction on the cellular and network level. Some key issues are addressed in this article.


Assuntos
Modelos Neurológicos , Vias Neurais/fisiopatologia , Transtornos Relacionados ao Uso de Substâncias/fisiopatologia , Transtornos Relacionados ao Uso de Substâncias/psicologia , Biologia de Sistemas , Alcoolismo/psicologia , Alostase , Animais , Encéfalo/fisiologia , Humanos , Modelos Psicológicos , Vias Neurais/efeitos dos fármacos , Vias Neurais/fisiologia , Reforço Psicológico , Transdução de Sinais
14.
Pharmacopsychiatry ; 42 Suppl 1: S118-28, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19434550

RESUMO

Lists of differentially expressed genes in a disease have become increasingly more comprehensive with improvements on all technical levels. Despite statistical cutoffs of 99% or 95% confidence intervals, the number of genes can rise to several hundreds or even thousands, which is barely amenable to a researcher's understanding. This report describes some ways of processing those data by mathematical algorithms. Gene lists obtained from 53 microarrays (two brain regions (amygdala and caudate putamen), three rat strains drinking alcohol or being abstinent) have been used. They resulted from analyses on Affymetrix chips and encompassed approximately 6 000 genes that passed our quality filters. They have been subjected to four mathematical ways of processing: (a) basic statistics, (b) principal component analysis, (c) hierarchical clustering, and (d) introduction into Bayesian networks. It turns out, by using the p-values or the log-ratios, that they best subdivide into brain areas, followed by a fairly good discrimination into the rat strains and the least good discrimination into alcohol-drinking vs. abstinent. Nevertheless, despite the fact that the relation to alcohol-drinking was the weakest signal, attempts have been made to integrate the genes related to alcohol-drinking into Bayesian networks to learn more about their inter-relationships. The study shows, that the tools employed here are extremely useful for (a) quality control of datasets, (b) for constructing interactive (molecular) networks, but (c) have limitations in integration of larger numbers into the networks. The study also shows that it is often pivotal to balance out the number of experimental conditions with the number of animals.


Assuntos
Consumo de Bebidas Alcoólicas/genética , Tonsila do Cerebelo/metabolismo , Teorema de Bayes , Corpo Estriado/metabolismo , Redes e Vias Metabólicas , Análise de Sequência com Séries de Oligonucleotídeos/métodos , RNA Mensageiro/metabolismo , Animais , Etanol/administração & dosagem , Expressão Gênica/efeitos dos fármacos , Masculino , Modelos Genéticos , Ratos , Ratos Endogâmicos
15.
Pharmacopsychiatry ; 42 Suppl 1: S2-S10, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19434553

RESUMO

Molecular biology as a research approach in psychiatry has gathered a huge amount of data that can hardly be used for explanation of mental disorders by cellular dysfunctions. In a philosophical sense "explanation" means the application of general laws on specific cases. This is more than description. Most findings of molecular biology only help to describe these processes more in detail. On contrary, systems biology aims to create a computer-based model of the cell. For this project mathematics plays a crucial role. In that respect systems biology also provides tools for data analysis.


Assuntos
Psiquiatria Biológica/métodos , Biologia Computacional , Modelos Teóricos , Neurociências/métodos , Biologia de Sistemas/métodos , Humanos , Projetos de Pesquisa
16.
Neurochem Res ; 34(9): 1584-93, 2009 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-19288275

RESUMO

Mood disorders have been linked to glial and synaptic pathology such as disturbed neurotransmission of gamma-aminobutyric acid (GABA). We evaluated the expression of GABAergic marker genes in rats with helpless behaviour, an animal model of depression. Male Sprague-Dawley rats from inbred lines were tested for helpless behaviour and grouped according to failures in terminating foot shock currents. Expression levels of GABAergic marker genes were assessed using semiquantitative in situ-hybridization. Animals with congenital helpless behaviour (cH) were unable to escape current exposure in contrast to cH-animals derived from the same litters with low failure rates and to non-helpless animals (cNH). We found a significant downregulation of the GABA transporter GAT3 in cLH rats. GAT1 showed small changes, glutamic acid decarboxylase (GAD67) and the vesicular GABA transporter were not significantly altered. Reduced GABA transporter expression is well in concert with the behavioural phenotypes of knockout animals and strengthens the hypothesis of impaired glial functions in depression.


Assuntos
Depressão/metabolismo , Proteínas da Membrana Plasmática de Transporte de GABA/biossíntese , Desamparo Aprendido , Ácido gama-Aminobutírico/fisiologia , Animais , Depressão/genética , Regulação para Baixo , Masculino , Ratos , Ratos Sprague-Dawley
17.
Pharmacopsychiatry ; 41 Suppl 1: S19-27, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18756415

RESUMO

The last ten to fifteen years have seen a remarkable shift of research strategies from hypothesis-driven, reductionistic to data driven, hypothesis-free approaches. This tendency has become evident after completion of the sequencing of the human genome, when publications under the label systems biology have been skyrocketing. This shift marks a gradual revision of scientific understanding of biological systems. Whilst the former has been component-oriented, precluding elements that do not belong to the hypothesis, the latter try to extract information from the whole system in the first place. Only with this information at hand, data driven strategies develop hypotheses. Data driven strategies unearth the immense complexity of biological systems and, hence, necessitate computer-aided support. Mathematical tools derived from chaos theory appear to be applicable in biological systems, but require significant improvements. The combination of high throughput data collection with in silico modelling of molecular or higher order systems can markedly extend our understanding of onset and progression of diseases. Undoubtedly, systems thinking in brain research is the greatest challenge for the years to come.


Assuntos
Biologia Molecular , Psiquiatria , Biologia de Sistemas , Animais , Biologia Computacional , Humanos
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