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1.
J Cereb Blood Flow Metab ; 36(1): 199-203, 2016 Jan.
Article in English | MEDLINE | ID: mdl-25920955

ABSTRACT

Apolipoprotein E (APOE) increases the risk for Alzheimer's disease (ɛ4 allele) and cerebral amyloid angiopathy (ɛ2 and ɛ4), but its role in small vessel disease (SVD) is debated. Here we studied the effects of APOE on white matter hyperintensity volume (WMHV) in CADASIL (cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy), a nonamyloidogenic angiopathy and inherited early-onset form of pure SVD. Four hundred and eighty-eight subjects were recruited through a multicenter consortium. Compared with APOE ɛ3/ɛ3, WMHV was increased in APOE ɛ2 (P = 0.02) but not APOE ɛ4. The results remained significant when controlled for genome-wide genetic background variation. Our findings suggest a modifying influence of APOE ɛ2 on WMHV caused by pure SVD.


Subject(s)
Alleles , Apolipoprotein E2/metabolism , CADASIL/metabolism , Polymorphism, Single Nucleotide , White Matter/pathology , Adult , Apolipoprotein E2/genetics , CADASIL/genetics , CADASIL/pathology , Female , Gene Frequency/genetics , Genome-Wide Association Study , Genotype , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Protein Isoforms , Regression Analysis , Risk Factors
2.
PLoS One ; 10(5): e0126125, 2015.
Article in English | MEDLINE | ID: mdl-25961318

ABSTRACT

The recent advent of conformation capture techniques has provided unprecedented insights into the spatial organization of chromatin. We present a large-scale investigation of the inter-chromosomal segment and gene contact networks in embryonic stem cells of two mammalian organisms: humans and mice. Both interaction networks are characterized by a high degree of clustering of genome regions and the existence of hubs. Both genomes exhibit similar structural characteristics such as increased flexibility of certain Y chromosome regions and co-localization of centromere-proximal regions. Spatial proximity is correlated with the functional similarity of genes in both species. We also found a significant association between spatial proximity and the co-expression of genes in the human genome. The structural properties of chromatin are also species specific, including the presence of two highly interactive regions in mouse chromatin and an increased contact density on short, gene-rich human chromosomes, thereby indicating their central nuclear position. Trans-interacting segments are enriched in active marks in human and had no distinct feature profile in mouse. Thus, in contrast to interactions within individual chromosomes, the inter-chromosomal interactions in human and mouse embryonic stem cells do not appear to be conserved.


Subject(s)
Chromatin/genetics , Chromosomes, Mammalian/genetics , Epistasis, Genetic , Gene Regulatory Networks , Genomics , Models, Genetic , Algorithms , Animals , Cluster Analysis , Embryonic Stem Cells , Evolution, Molecular , Gene Ontology , Genetic Heterogeneity , Genomics/methods , Humans , Mice , Multigene Family
3.
Neurology ; 82(22): 1946-50, 2014 Jun 03.
Article in English | MEDLINE | ID: mdl-24793184

ABSTRACT

OBJECTIVE: Cerebral small vessel disease is the most common cause of vascular cognitive impairment and typically manifests with slowed processing speed. We investigated the impact of lesion location on processing speed in age-related small vessel disease. METHODS: A total of 584 community-dwelling elderly underwent brain MRI followed by segmentation of white matter hyperintensities. Processing speed was determined by the timed measure of the Trail Making Test part B. The impact of the location of white matter hyperintensities was assessed by voxel-based lesion-symptom mapping and graph-based statistical models on regional lesion volumes in major white matter tracts. RESULTS: Voxel-based lesion-symptom mapping identified multiple voxel clusters where the presence of white matter hyperintensities was associated with slower performance on the Trail Making Test part B. Clusters were located bilaterally in the forceps minor and anterior thalamic radiation. Region of interest-based Bayesian network analyses on lesion volumes within major white matter tracts depicted the same tracts as direct predictors for an impaired Trail Making Test part B performance. CONCLUSIONS: Our findings highlight damage to frontal interhemispheric and thalamic projection fiber tracts harboring frontal-subcortical neuronal circuits as a predictor for processing speed performance in age-related small vessel disease.


Subject(s)
Brain/pathology , Cerebral Small Vessel Diseases/pathology , Cognition Disorders/pathology , Leukoencephalopathies/pathology , Aged , Brain/blood supply , Brain/physiopathology , Brain Mapping/instrumentation , Brain Mapping/methods , Cerebral Small Vessel Diseases/complications , Cerebral Small Vessel Diseases/physiopathology , Cognition Disorders/etiology , Cognition Disorders/physiopathology , Female , Humans , Leukoencephalopathies/etiology , Leukoencephalopathies/physiopathology , Male , Middle Aged , Trail Making Test
4.
Stroke ; 45(4): 968-72, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24578207

ABSTRACT

BACKGROUND AND PURPOSE: White matter hyperintensities (WMH) on MRI are a quantitative marker for sporadic cerebral small vessel disease and are highly heritable. To date, large-scale genetic studies have identified only a single locus influencing WMH burden. This might in part relate to biological heterogeneity of sporadic WMH. The current study searched for genetic modifiers of WMH volume in cerebral autosomal-dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL), a monogenic small vessel disease. METHODS: We performed a genome-wide association study to identify quantitative trait loci for WMH volume by combining data from 517 CADASIL patients collected through 7 centers across Europe. WMH volumes were centrally analyzed and quantified on fluid attenuated inversion recovery images. Genotyping was performed using the Affymetrix 6.0 platform. Individuals were assigned to 2 distinct genetic clusters (cluster 1 and cluster 2) based on their genetic background. RESULTS: Four hundred sixty-six patients entered the final genome-wide association study analysis. The phenotypic variance of WMH burden in CADASIL explained by all single nucleotide polymorphisms in cluster 1 was 0.85 (SE=0.21), suggesting a substantial genetic contribution. Using cluster 1 as derivation and cluster 2 as a validation sample, a polygenic score was significantly associated with WMH burden (P=0.001) after correction for age, sex, and vascular risk factors. No single nucleotide polymorphism reached genome-wide significance. CONCLUSIONS: We found a polygenic score to be associated with WMH volume in CADASIL subjects. Our findings suggest that multiple variants with small effects influence WMH burden in CADASIL. The identification of these variants and the biological pathways involved will provide insights into the pathophysiology of white matter disease in CADASIL and possibly small vessel disease in general.


Subject(s)
CADASIL/genetics , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Leukoencephalopathies/genetics , Models, Genetic , Adult , Aged , CADASIL/epidemiology , CADASIL/pathology , Female , Genetic Predisposition to Disease/epidemiology , Humans , Hypertension/epidemiology , Hypertension/genetics , Hypertension/pathology , Leukoencephalopathies/epidemiology , Leukoencephalopathies/pathology , Magnetic Resonance Imaging , Male , Middle Aged , Quantitative Trait Loci , Risk Factors
5.
Neuroimage Clin ; 2: 854-61, 2013.
Article in English | MEDLINE | ID: mdl-24179837

ABSTRACT

Slowed processing speed is common in elderly subjects and frequently related to cerebral small vessel disease. Previous studies have demonstrated associations between processing speed and subcortical ischemic lesions as well as cortical alterations but the precise functional-anatomical relationships remain poorly understood. Here we assessed the impact of both cortical and subcortical changes on processing speed by measuring regional cortical thickness and regional lesion volumes within distinct white-matter tracts. To limit confounding effects from age-related pathologies we studied patients with CADASIL, a genetic small vessel disease. General linear model analysis revealed significant associations between cortical thickness in the medial frontal and occipito-temporal cortex and processing speed. Bayesian network analysis showed a robust conditional dependency between the volume of lacunar lesions in the left anterior thalamic radiation and cortical thickness of the left medial frontal cortex, and between thickness of the left medial frontal cortex and processing speed, whereas there was no direct dependency between lesion volumes in the left anterior thalamic radiation and processing speed. Our results suggest that the medial frontal cortex has an intermediate position between lacunar lesions in the anterior thalamic radiation and deficits in processing speed. In contrast, we did not observe such a relationship for the occipito-temporal region. These findings reinforce the key role of frontal-subcortical circuits in cognitive impairment resulting from cerebral small vessel disease.

6.
Proc Natl Acad Sci U S A ; 110(20): 8302-7, 2013 May 14.
Article in English | MEDLINE | ID: mdl-23630272

ABSTRACT

Childhood maltreatment is likely to influence fundamental biological processes and engrave long-lasting epigenetic marks, leading to adverse health outcomes in adulthood. We aimed to elucidate the impact of different early environment on disease-related genome-wide gene expression and DNA methylation in peripheral blood cells in patients with posttraumatic stress disorder (PTSD). Compared with the same trauma-exposed controls (n = 108), gene-expression profiles of PTSD patients with similar clinical symptoms and matched adult trauma exposure but different childhood adverse events (n = 32 and 29) were almost completely nonoverlapping (98%). These differences on the level of individual transcripts were paralleled by the enrichment of several distinct biological networks between the groups. Moreover, these gene-expression changes were accompanied and likely mediated by changes in DNA methylation in the same loci to a much larger proportion in the childhood abuse (69%) vs. the non-child abuse-only group (34%). This study is unique in providing genome-wide evidence of distinct biological modifications in PTSD in the presence or absence of exposure to childhood abuse. The findings that nonoverlapping biological pathways seem to be affected in the two PTSD groups and that changes in DNA methylation appear to have a much greater impact in the childhood-abuse group might reflect differences in the pathophysiology of PTSD, in dependence of exposure to childhood maltreatment. These results contribute to a better understanding of the extent of influence of differences in trauma exposure on pathophysiological processes in stress-related psychiatric disorders and may have implications for personalized medicine.


Subject(s)
Child Abuse/diagnosis , Child Abuse/psychology , Epigenesis, Genetic , Stress Disorders, Post-Traumatic/diagnosis , Stress Disorders, Post-Traumatic/genetics , Adult , Biomarkers/metabolism , Child , DNA Methylation , Female , Gene Expression Profiling , Gene Expression Regulation , Genome, Human , Genomics , Humans , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , RNA, Messenger/metabolism , Severity of Illness Index , Wounds and Injuries
7.
Neuroimage ; 66: 177-83, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-23153965

ABSTRACT

Patients with vascular cognitive impairment (VCI) commonly exhibit deficits in processing speed. This has been attributed to a disruption of frontal-subcortical neuronal circuits by ischemic lesions, but the exact mechanisms and underlying anatomical structures are poorly understood. We set out to identify a strategic brain network for processing speed by applying graph-based data-mining techniques to MRI lesion maps from patients with small vessel disease. We studied 235 patients with CADASIL, a genetic small vessel disease causing pure VCI. Using a probabilistic atlas in standard space we first determined the regional volumes of white matter hyperintensities (WMH) and lacunar lesions (LL) within major white matter tracts. Conditional dependencies between the regional lesion volumes and processing speed were then examined using Bayesian network analysis. Exploratory analysis identified a network of five imaging variables as the best determinant of processing speed. The network included LL in the left anterior thalamic radiation and the left cingulum as well as WMH in the left forceps minor, the left parahippocampal white matter and the left corticospinal tract. Together these variables explained 34% of the total variance in the processing speed score. Structural equation modeling confirmed the findings obtained from the Bayesian models. In summary, using graph-based models we identified a strategic brain network having the highest predictive value for processing speed in our cohort of patients with pure small vessel disease. Our findings confirm and extend previous results showing a role of frontal-subcortical neuronal circuits, in particular dorsolateral prefrontal and cingulate circuits, in VCI.


Subject(s)
Brain/pathology , CADASIL/pathology , Neural Pathways/pathology , Adult , Aged , Bayes Theorem , Brain/physiopathology , CADASIL/physiopathology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neural Pathways/physiopathology , Young Adult
8.
BMC Genomics ; 13: 579, 2012 Oct 31.
Article in English | MEDLINE | ID: mdl-23114097

ABSTRACT

BACKGROUND: The hypothalamic-pituitary-adrenal (HPA) axis is essential to control physiological stress responses in mammals. Its dysfunction is related to several mental disorders, including anxiety and depression. The aim of this study was to identify genetic loci underlying the endocrine regulation of the HPA axis. METHOD: High (HAB) and low (LAB) anxiety-related behaviour mice were established by selective inbreeding of outbred CD-1 mice to model extremes in trait anxiety. Additionally, HAB vs. LAB mice exhibit comorbid characteristics including a differential corticosterone response upon stress exposure. We crossbred HAB and LAB lines to create F1 and F2 offspring. To identify the contribution of the endocrine phenotypes to the total phenotypic variance, we examined multiple behavioural paradigms together with corticosterone secretion-based phenotypes in F2 mice by principal component analysis. Further, to pinpoint the genomic loci of the quantitative trait of the HPA axis stress response, we conducted genome-wide multipoint oligogenic linkage analyses based on Bayesian Markov chain Monte Carlo approach as well as parametric linkage in three-generation pedigrees, followed by a two-dimensional scan for epistasis and association analysis in freely segregating F2 mice using 267 single-nucleotide polymorphisms (SNPs), which were identified to consistently differ between HAB and LAB mice as genetic markers. RESULTS: HPA axis reactivity measurements and behavioural phenotypes were represented by independent principal components and demonstrated no correlation. Based on this finding, we identified one single quantitative trait locus (QTL) on chromosome 3 showing a very strong evidence for linkage (2ln (L-score) > 10, LOD > 23) and significant association (lowest Bonferroni adjusted p < 10-28) to the neuroendocrine stress response. The location of the linkage peak was estimated at 42.3 cM (95% confidence interval: 41.3 - 43.3 cM) and was shown to be in epistasis (p-adjusted < 0.004) with the locus at 35.3 cM on the same chromosome. The QTL harbours genes involved in steroid synthesis and cardiovascular effects. CONCLUSION: The very prominent effect on stress-induced corticosterone secretion of the genomic locus on chromosome 3 and its involvement in epistasis highlights the critical role of this specific locus in the regulation of the HPA axis.


Subject(s)
Anxiety/genetics , Anxiety/physiopathology , Chromosomes, Mammalian/genetics , Endocrine System/physiology , Quantitative Trait Loci/genetics , Stress, Physiological/genetics , Adrenal Glands/physiopathology , Animals , Endocrine System/metabolism , Female , Genetic Markers/genetics , Hypothalamus/physiopathology , Male , Mice , Phenotype , Pituitary Gland/physiopathology
9.
Neuropsychopharmacology ; 37(6): 1455-64, 2012 May.
Article in English | MEDLINE | ID: mdl-22237309

ABSTRACT

Although gene expression profiles in peripheral blood in major depression are not likely to identify genes directly involved in the pathomechanism of affective disorders, they may serve as biomarkers for this disorder. As previous studies using baseline gene expression profiles have provided mixed results, our approach was to use an in vivo dexamethasone challenge test and to compare glucocorticoid receptor (GR)-mediated changes in gene expression between depressed patients and healthy controls. Whole genome gene expression data (baseline and following GR-stimulation with 1.5 mg dexamethasone p.o.) from two independent cohorts were analyzed to identify gene expression pattern that would predict case and control status using a training (N=18 cases/18 controls) and a test cohort (N=11/13). Dexamethasone led to reproducible regulation of 2670 genes in controls and 1151 transcripts in cases. Several genes, including FKBP5 and DUSP1, previously associated with the pathophysiology of major depression, were found to be reliable markers of GR-activation. Using random forest analyses for classification, GR-stimulated gene expression outperformed baseline gene expression as a classifier for case and control status with a correct classification of 79.1 vs 41.6% in the test cohort. GR-stimulated gene expression performed best in dexamethasone non-suppressor patients (88.7% correctly classified with 100% sensitivity), but also correctly classified 77.3% of the suppressor patients (76.7% sensitivity), when using a refined set of 19 genes. Our study suggests that in vivo stimulated gene expression in peripheral blood cells could be a promising molecular marker of altered GR-functioning, an important component of the underlying pathology, in patients suffering from depressive episodes.


Subject(s)
Depression/diagnosis , Depression/genetics , Dexamethasone , Gene Expression Regulation , Receptors, Glucocorticoid/metabolism , Adolescent , Adrenocorticotropic Hormone/blood , Adult , Aged , Blood Cell Count , Cohort Studies , Depression/blood , Dexamethasone/pharmacology , Dual Specificity Phosphatase 1/genetics , Dual Specificity Phosphatase 1/metabolism , Gene Expression Profiling , Gene Expression Regulation/drug effects , Humans , Hydrocortisone/blood , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , RNA, Messenger/metabolism , Reproducibility of Results , Tacrolimus Binding Proteins/genetics , Tacrolimus Binding Proteins/metabolism , Young Adult
10.
Arch Gen Psychiatry ; 68(9): 901-10, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21536970

ABSTRACT

CONTEXT: Polymorphisms in the gene encoding the glucocorticoid receptor (GR) regulating co-chaperone FKBP5 have been shown to alter GR sensitivity and are associated with an increased risk to develop posttraumatic stress disorder (PTSD). OBJECTIVE: To investigate interactions of the FKBP5 single-nucleotide polymorphism rs9296158 and PTSD symptoms on baseline cortisol level, low-dose dexamethasone suppression, and whole-blood gene expression. DESIGN: Association of FKBP5 genotypes and PTSD symptoms with endocrine measures and genome-wide expression profiles. SETTING: Waiting rooms of general medical and gynecological clinics of an urban hospital at Emory University. PARTICIPANTS: The 211 participants were primarily African American (90.05%) and of low socioeconomic status and had high rates of trauma and PTSD. MAIN OUTCOME MEASURES: Baseline and post-dexamethasone suppression cortisol measures and gene expression levels. RESULTS: In our endocrine study, we found that only risk allele A carriers of rs9296158 showed GR supersensitivity with PTSD; in contrast, baseline cortisol levels were decreased in PTSD only in patients with the GG genotype. Expression of 183 transcripts was significantly correlated with PTSD symptoms after multiple testing corrections. When adding FKBP5 genotype and its interaction with PTSD symptoms, expression levels of an additional 32 genes were significantly regulated by the interaction term. Within these 32 genes, previously reported PTSD candidates were identified, including FKBP5 and the IL18 and STAT pathways. Significant overrepresentation of steroid hormone transcription factor binding sites within these 32 transcripts was observed, highlighting the fact that the earlier-described genotype and PTSD-dependent differences in GR sensitivity could drive the observed gene expression pattern. Results were validated by reverse transcriptase-polymerase chain reaction and replicated in an independent sample (N = 98). CONCLUSIONS: These data suggest that the inheritance of GR sensitivity-moderating FKBP5 polymorphisms can determine specific types of hypothalamic-pituitary-adrenal axis dysfunction within PTSD, which are also reflected in gene-expression changes of a subset of GR-responsive genes. Thus, these findings indicate that functional variants in FKBP5 are associated with biologically distinct subtypes of PTSD.


Subject(s)
Gene Expression Profiling/methods , Hydrocortisone/blood , Stress Disorders, Post-Traumatic/diagnosis , Stress Disorders, Post-Traumatic/genetics , Stress Disorders, Post-Traumatic/metabolism , Tacrolimus Binding Proteins/genetics , Adult , Alleles , DNA/blood , Dexamethasone , Female , Genetic Predisposition to Disease , Genotype , Humans , Interleukin-18 Receptor alpha Subunit/genetics , Male , Pituitary-Adrenal Function Tests/methods , Polymorphism, Single Nucleotide , Psychiatric Status Rating Scales/statistics & numerical data , RNA/blood , Severity of Illness Index , Stress Disorders, Post-Traumatic/blood
11.
PLoS One ; 4(4): e5129, 2009.
Article in English | MEDLINE | ID: mdl-19357765

ABSTRACT

BACKGROUND: To investigate neurobiological correlates of trait anxiety, CD1 mice were selectively bred for extremes in anxiety-related behavior, with high (HAB) and low (LAB) anxiety-related behavior mice additionally differing in behavioral tests reflecting depression-like behavior. METHODOLOGY/ PRINCIPAL FINDINGS: In this study, microarray analysis, in situ hybridization, quantitative real-time PCR and immunohistochemistry revealed decreased expression of the vasopressin gene (Avp) in the hypothalamic paraventricular (PVN) and supraoptic (SON) nuclei of adult LAB mice compared to HAB, NAB (normal anxiety-related behavior) and HABxLAB F1 intercross controls, without detecting differences in receptor expression or density. By sequencing the regions 2.5 kbp up- and downstream of the Avp gene locus, we could identify several polymorphic loci, differing between the HAB and LAB lines. In the gene promoter, a deletion of twelve bp Delta(-2180-2191) is particularly likely to contribute to the reduced Avp expression detected in LAB animals under basal conditions. Indeed, allele-specific transcription analysis of F1 animals revealed a hypomorphic LAB-specific Avp allele with a reduced transcription rate by 75% compared to the HAB-specific allele, thus explaining line-specific Avp expression profiles and phenotypic features. Accordingly, intra-PVN Avp mRNA levels were found to correlate with anxiety-related and depression-like behaviors. In addition to this correlative evidence, a significant, though moderate, genotype/phenotype association was demonstrated in 258 male mice of a freely-segregating F2 panel, suggesting a causal contribution of the Avp promoter deletion to anxiety-related behavior. DISCUSSION: Thus, the identification of polymorphisms in the Avp gene promoter explains gene expression differences in association with the observed phenotype, thus further strengthening the concept of the critical involvement of centrally released AVP in trait anxiety.


Subject(s)
Alleles , Anxiety/genetics , Arginine Vasopressin/genetics , Behavior, Animal/physiology , Animals , Anxiety/physiopathology , Arginine Vasopressin/metabolism , Depression/genetics , Depression/physiopathology , Female , Gene Expression Profiling , Humans , Male , Mice , Motor Activity/physiology , Neuropsychological Tests , Oligonucleotide Array Sequence Analysis , Oxytocin/genetics , Oxytocin/metabolism , Paraventricular Hypothalamic Nucleus/metabolism , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Supraoptic Nucleus/metabolism
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