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1.
Hum Genomics ; 18(1): 75, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38956648

ABSTRACT

BACKGROUND: Aging represents a significant risk factor for the occurrence of cerebral small vessel disease, associated with white matter (WM) lesions, and to age-related cognitive alterations, though the precise mechanisms remain largely unknown. This study aimed to investigate the impact of polygenic risk scores (PRS) for WM integrity, together with age-related DNA methylation, and gene expression alterations, on cognitive aging in a cross-sectional healthy aging cohort. The PRSs were calculated using genome-wide association study (GWAS) summary statistics for magnetic resonance imaging (MRI) markers of WM integrity, including WM hyperintensities, fractional anisotropy (FA), and mean diffusivity (MD). These scores were utilized to predict age-related cognitive changes and evaluate their correlation with structural brain changes, which distinguish individuals with higher and lower cognitive scores. To reduce the dimensionality of the data and identify age-related DNA methylation and transcriptomic alterations, Sparse Partial Least Squares-Discriminant Analysis (sPLS-DA) was used. Subsequently, a canonical correlation algorithm was used to integrate the three types of omics data (PRS, DNA methylation, and gene expression data) and identify an individual "omics" signature that distinguishes subjects with varying cognitive profiles. RESULTS: We found a positive association between MD-PRS and long-term memory, as well as a correlation between MD-PRS and structural brain changes, effectively discriminating between individuals with lower and higher memory scores. Furthermore, we observed an enrichment of polygenic signals in genes related to both vascular and non-vascular factors. Age-related alterations in DNA methylation and gene expression indicated dysregulation of critical molecular features and signaling pathways involved in aging and lifespan regulation. The integration of multi-omics data underscored the involvement of synaptic dysfunction, axonal degeneration, microtubule organization, and glycosylation in the process of cognitive aging. CONCLUSIONS: These findings provide valuable insights into the biological mechanisms underlying the association between WM coherence and cognitive aging. Additionally, they highlight how age-associated DNA methylation and gene expression changes contribute to cognitive aging.


Subject(s)
Cognitive Aging , DNA Methylation , Genome-Wide Association Study , Multifactorial Inheritance , Humans , DNA Methylation/genetics , Female , Male , Multifactorial Inheritance/genetics , Aged , Middle Aged , Cross-Sectional Studies , White Matter/diagnostic imaging , White Matter/pathology , Risk Factors , Magnetic Resonance Imaging , Aging/genetics , Aging/pathology , Brain/diagnostic imaging , Brain/metabolism , Brain/pathology , Genetic Risk Score
2.
J Neural Transm (Vienna) ; 123(11): 1247-1254, 2016 11.
Article in English | MEDLINE | ID: mdl-27412669

ABSTRACT

Leptin is an anorexigenic hormone that acts via its receptor (LepR) to regulate the hypothalamic arcuate nucleus circuitry to mediate energy homeostasis and feeding behavior. Moreover, leptin decreases the reward value of natural and artificial rewards, and low levels of circulating leptin have been implicated in several mood disorders linking leptin to the mesolimbic system. Therefore, the purpose of this study was to assess whether and to what extent an acute intranasal application of leptin is able to modulate monoamine neurotransmitters in the nucleus accumbens (NAc). Microdialysis experiments were carried out in freely moving Wistar rats and in LepR-deficient Zucker rats (LepRfa/fa). Samples were analysed for the levels of dopamine (DA), serotonin (5-HT), and their metabolites using high-performance liquid chromatography with electrochemical detection. We show that in Wistar rats, nasal application of leptin dose-dependently increased extracellular DA and 5-HT levels in the NAc. By contrast, in the LepRfa/fa rats, nasal application of 0.12 mg/kg leptin failed to increase levels of either DA or 5-HT, but their metabolites (DOPAC and HIAA, respectively) were significantly decreased. In addition, leptin interaction with the melanocortin system was tested. Nasal co-administration of leptin and the melanocortin receptor antagonist, SHU9119, completely abolished the leptin-induced increase of both DA and 5-HT outflow in the NAc. These results indicate a marked leptin effect on the basal ganglia-related reward system involving melanocortin receptors.


Subject(s)
Dopamine/metabolism , Leptin/administration & dosage , Neurotransmitter Agents/administration & dosage , Nucleus Accumbens/drug effects , Nucleus Accumbens/metabolism , Serotonin/metabolism , Administration, Intranasal , Animals , Chromatography, High Pressure Liquid , Dose-Response Relationship, Drug , Extracellular Space/drug effects , Extracellular Space/metabolism , Leptin/genetics , Leptin/metabolism , Male , Microdialysis , Rats, Transgenic , Rats, Wistar , Rats, Zucker , Receptors, Melanocortin/antagonists & inhibitors , Receptors, Melanocortin/metabolism
3.
PLoS One ; 17(2): e0264009, 2022.
Article in English | MEDLINE | ID: mdl-35196333

ABSTRACT

BACKGROUND: Populations seem to respond differently to the global pandemic of severe acute respiratory syndrome coronavirus 2. Recent studies show individual variability in both susceptibility and clinical response to COVID-19 infection. People with chronic obstructive pulmonary disease (COPD) constitute one of COVID-19 risk groups, being already associated with a poor prognosis upon infection. This study aims contributing to unveil the underlying reasons for such prognosis in people with COPD and the variability in the response observed across worldwide populations, by looking at the genetic background as a possible answer to COVID-19 infection response heterogeneity. METHODS: SNPs already associated with susceptibility to COVID-19 infection (rs286914 and rs12329760) and severe COVID-19 with respiratory failure (rs657152 and rs11385942) were assessed and their allelic frequencies used to calculate the probability of having multiple risk alleles. This was performed on a Portuguese case-control COPD cohort, previously clinically characterized and genotyped from saliva samples, and also on worldwide populations (European, Spanish, Italian, African, American and Asian), using publicly available frequencies data. A polygenic risk analysis was also conducted on the Portuguese COPD cohort for the two mentioned phenotypes, and also for hospitalization and survival to COVID-19 infection. FINDINGS: No differences in genetic risk for COVID-19 susceptibility, hospitalization, severity or survival were found between people with COPD and the control group (all p-values > 0.01), either considering risk alleles individually, allelic combinations or polygenic risk scores. All populations, even those with European ancestry (Portuguese, Spanish and Italian), showed significant differences from the European population in genetic risk for both COVID-19 susceptibility and severity (all p-values < 0.0001). CONCLUSION: Our results indicate a low genetic contribution for COVID-19 infection predisposition or worse outcomes observed in people with COPD. Also, our study unveiled a high genetic heterogeneity across major world populations for the same alleles, even within European sub-populations, demonstrating the need to build a higher resolution European genetic map, so that differences in the distribution of relevant alleles can be easily accessed and used to better manage diseases, ultimately, safeguarding populations with higher genetic predisposition to such diseases.


Subject(s)
COVID-19/genetics , Pulmonary Disease, Chronic Obstructive/diagnosis , Aged , Alleles , COVID-19/complications , COVID-19/pathology , COVID-19/virology , Female , Gene Frequency , Genetic Predisposition to Disease , Genotype , Humans , Male , Middle Aged , Phenotype , Polymorphism, Single Nucleotide , Portugal , Pulmonary Disease, Chronic Obstructive/complications , Respiratory Insufficiency/etiology , Risk Factors , SARS-CoV-2/isolation & purification , Severity of Illness Index , Survival Analysis , White People/genetics
4.
Aging (Albany NY) ; 13(14): 18150-18190, 2021 07 29.
Article in English | MEDLINE | ID: mdl-34330884

ABSTRACT

Gene expression alterations occurring with aging have been described for a multitude of species, organs, and cell types. However, most of the underlying studies rely on static comparisons of mean gene expression levels between age groups and do not account for the dynamics of gene expression throughout the lifespan. These studies also tend to disregard the pairwise relationships between gene expression profiles, which may underlie commonly altered pathways and regulatory mechanisms with age. To overcome these limitations, we have combined segmented regression analysis with weighted gene correlation network analysis (WGCNA) to identify high-confidence signatures of aging in the brain, heart, liver, skeletal muscle, and pancreas of C57BL/6 mice in a publicly available RNA-Seq dataset (GSE132040). Functional enrichment analysis of the overlap of genes identified in both approaches showed that immune- and inflammation-related responses are prominently altered in the brain and the liver, while in the heart and the muscle, aging affects amino and fatty acid metabolism, and tissue regeneration, respectively, which reflects an age-related global loss of tissue function. We also explored sexual dimorphism in the aging mouse transcriptome and found the liver and the muscle to have the most pronounced gender differences in gene expression throughout the lifespan, particularly in proteostasis-related pathways. While the data showed little overlap among the age-dysregulated genes between tissues, aging triggered common biological processes in distinct tissues, which we highlight as important features of murine tissue physiological aging.


Subject(s)
Aging/genetics , Brain/metabolism , Heart/physiology , Liver/metabolism , Muscle, Skeletal/metabolism , Pancreas/metabolism , Transcriptome , Aging/metabolism , Aging/physiology , Amino Acids/metabolism , Animals , Correlation of Data , Fatty Acids/metabolism , Female , Gene Expression Profiling , Gene Expression Regulation , Gene Regulatory Networks , Immunity/genetics , Inflammation/genetics , Lipid Metabolism/genetics , Male , Mice, Inbred C57BL , Oligonucleotide Array Sequence Analysis , RNA-Seq , Regeneration/genetics , Regression Analysis
5.
Neurochem Int ; 90: 255-60, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26449310

ABSTRACT

Deep brain stimulation (DBS) of the nucleus accumbens (NAc) is an effective treatment option for those affected by obsessive compulsive disorder, who do not respond to pharmacological treatment strategies. Yet, little is known about the mechanism by which DBS achieve its therapeutic effects. Previous studies have shown an increase in GABA levels due to high frequency stimulation (HFS) in the rat caudate putamen. Here, the effect of high frequency stimulation in the nucleus accumbens of conscious and freely moving rats was characterized using unilateral but simultaneous microdialysis and HFS with a frequency of 124 Hz and 0.5 mA current. Extracellular levels of neurotransmitters - GABA, glutamate, dopamine, serotonin and their metabolites were quantified by means of HPLC with electrochemical detection. Basal levels of GABA were significantly increased in animals of the stimulation group compared to the control group without HFS. The levels of other neurotransmitters were unaffected. The influence of NMDA receptor antagonist, memantine (5 mg/kg) on the effect of HFS was investigated by subcutaneous administration of memantine on the day of the experiment. Memantine (without stimulation) enhanced basal GABA and dopamine levels. However, under the influence of both memantine and HFS, GABA levels were not affected by HFS whereas dopamine levels decreased during the stimulation period. The results of our study demonstrate that HFS in the nucleus accumbens of freely moving rats induces selective increase in GABA outflow and show a possible involvement of NMDA receptors in the mechanistic action of HFS.


Subject(s)
Behavior, Animal/physiology , Deep Brain Stimulation , Electric Stimulation , Nucleus Accumbens/surgery , gamma-Aminobutyric Acid/metabolism , Animals , Dopamine/metabolism , Glutamic Acid/metabolism , Male , Microdialysis/methods , Nucleus Accumbens/metabolism , Rats, Wistar , Serotonin/metabolism
6.
Stem Cells Dev ; 22(3): 397-411, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-22889265

ABSTRACT

Dopaminergic neurons derived from pluripotent stem cells are among the best investigated products of in vitro stem cell differentiation owing to their potential use for neurorestorative therapy of Parkinson's disease. However, the classical differentiation protocols for both mouse and human pluripotent stem cells generate a limited percentage of dopaminergic neurons and yield a considerable cellular heterogeneity comprising numerous scarcely characterized cell populations. To improve pluripotent stem cell differentiation protocols for midbrain dopaminergic neurons, we established extensive and strictly quantitative gene expression profiles, including markers for pluripotent cells, neural progenitors, non-neural cells, pan-neuronal and glial cells, neurotransmitter phenotypes, midbrain and nonmidbrain populations, floor plate and basal plate populations, as well as for Hedgehog, Fgf, and Wnt signaling pathways. The profiles were applied to discrete stages of in vitro differentiation of mouse embryonic stem cells toward the dopaminergic lineage and after transplantation into the striatum of 6-hydroxy-dopamine-lesioned rats. The comparison of gene expression in vitro with stages in the developing ventral midbrain between embryonic day 11.5 and 13.5 ex vivo revealed dynamic changes in the expression of transcription factors and signaling molecules. Based on these profiles, we propose quantitative gene expression milestones that predict the efficiency of dopaminergic differentiation achieved at the end point of the protocol, already at earlier stages of differentiation.


Subject(s)
Cell Differentiation , Dopaminergic Neurons/metabolism , Embryonic Stem Cells/metabolism , Mesencephalon/metabolism , Neural Stem Cells/metabolism , Animals , Antigens, Differentiation/genetics , Antigens, Differentiation/metabolism , Cells, Cultured , Dopaminergic Neurons/physiology , Dopaminergic Neurons/transplantation , Embryonic Stem Cells/physiology , Gene Expression , Genes, Developmental , Intracellular Signaling Peptides and Proteins/genetics , Intracellular Signaling Peptides and Proteins/metabolism , Male , Mesencephalon/pathology , Mice , Mice, Inbred C57BL , Mice, Transgenic , Neural Stem Cells/physiology , Neural Stem Cells/transplantation , Parkinson Disease, Secondary/pathology , Parkinson Disease, Secondary/therapy , Rats , Rats, Wistar , Signal Transduction , Transcriptome
7.
PLoS One ; 7(11): e50178, 2012.
Article in English | MEDLINE | ID: mdl-23209667

ABSTRACT

Evidence from carefully conducted open label clinical trials suggested that therapeutic benefit can be achieved by grafting fetal dopaminergic (DAergic) neurons derived from ventral mesencephalon (VM) into the denervated striatum of Parkinson's disease (PD) patients. However, two double-blind trials generated negative results reporting deleterious side effects such as prominent dyskinesias. Heterogeneous composition of VM grafts is likely to account for suboptimal clinical efficacy.We consider that gene expression patterns of the VM tissue needs to be better understood by comparing the genetic signature of the surviving and functioning grafts with the cell suspensions used for transplantation. In addition, it is crucial to assess whether the grafted cells exhibit the DAergic phenotype of adult substantia nigra pars compacta (SNpc). To investigate this further, we used a GFP reporter mouse as source of VM tissue that enabled the detection and dissection of the grafts 6 weeks post implantation. A comparative gene expression analysis of the VM cell suspension and grafts revealed that VM grafts continue to differentiate post-implantation. In addition, implanted grafts showed a mature SNpc-like molecular DAergic phenotype with similar expression levels of TH, Vmat2 and Dat. However, by comparing gene expression of the adult SNpc with dissected grafts we detected a higher expression of progenitor markers in the grafts. Finally, when compared to the VM cell suspension, post-grafting there was a higher expression of markers inherent to glia and other neuronal populations.In summary, our data highlight the dynamic development of distinctive DAergic and non-DAergic gene expression markers associated with the maturation of VM grafts in vivo. The molecular signature of VM grafts and its functional relevance should be further explored in future studies aimed at the optimization of DAergic cell therapy approaches in PD.


Subject(s)
Mesencephalon/drug effects , Mesencephalon/embryology , Oxidopamine/pharmacology , Parkinson Disease/drug therapy , Adrenergic Agents/pharmacology , Amphetamines/pharmacology , Animals , Cell Transplantation/methods , Chickens , Dyskinesias/metabolism , Gene Expression Profiling , Gene Expression Regulation , Genes, Reporter , Genetic Markers , Green Fluorescent Proteins/metabolism , Humans , Mice , Mice, Inbred C57BL , Neuroglia/metabolism , Neurons/metabolism , Phenotype , Rats , Rats, Wistar , Stem Cells/cytology , Substantia Nigra/embryology , Substantia Nigra/metabolism , Time Factors
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