ABSTRACT: Microarray analyses of laser-captured hippocampus reveal distinct gray and white matter signatures associated with incipient Alzheimer’s disease
Project description:Alzheimer's disease (AD) is a devastating neurodegenerative disorder that threatens to reach epidemic proportions as our population ages. Although much research has examined molecular pathways associated with AD, relatively few studies have focused on critical early stages. Our prior microarray study correlated gene expression in human hippocampus with AD markers. Results suggested a new model of early-stage AD in which pathology spreads along myelinated axons, orchestrated by upregulated transcription and epigenetic factors related to growth and tumor suppression (Blalock et al., 2004). However, the microarray analyses were performed on RNA from fresh frozen hippocampal tissue blocks containing both gray and white matter, potentially obscuring region-specific changes. In the present study, we used laser capture microdissection to exclude major white matter tracts and selectively collect CA1 hippocampal gray matter from formalin-fixed, paraffin-embedded (FFPE) hippoc ampal sections of the same subjects assessed in our prior study. Microarray analyses of this gray matter-enriched tissue revealed many correlations similar to those seen in our prior study, particularly for neuron-related genes. Nonetheless, in the laser-captured tissue, we found a striking paucity of the AD-associated epigenetic and transcription factor genes that had been strongly overrepresented in the prior tissue block study. In addition, we identified novel pathway alterations that may have considerable mechanistic implications, including downregulation of genes stabilizing ryanodine receptor Ca2+ release and upregulation of vascular development genes. We conclude that FFPE tissue can be a reliable resource for microarray studies, that upregulation of growth-related epigenetic/ transcription factors with incipient AD is predominantly localized to white matter, further supporting our prior findings and model, and that alterations in vascular and ryanodine receptor-relat ed pathways in gray matter are closely associated with incipient AD.
Project description:Alzheimer's disease (AD) is a devastating neurodegenerative disorder that threatens to reach epidemic proportions as our population ages. Although much research has examined molecular pathways associated with AD, relatively few studies have focused on critical early stages. Our prior microarray study correlated gene expression in human hippocampus with AD markers. Results suggested a new model of early-stage AD in which pathology spreads along myelinated axons, orchestrated by upregulated transcription and epigenetic factors related to growth and tumor suppression (Blalock et al., 2004). However, the microarray analyses were performed on RNA from fresh frozen hippocampal tissue blocks containing both gray and white matter, potentially obscuring region-specific changes. In the present study, we used laser capture microdissection to exclude major white matter tracts and selectively collect CA1 hippocampal gray matter from formalin-fixed, paraffin-embedded (FFPE) hippoc ampal sections of the same subjects assessed in our prior study. Microarray analyses of this gray matter-enriched tissue revealed many correlations similar to those seen in our prior study, particularly for neuron-related genes. Nonetheless, in the laser-captured tissue, we found a striking paucity of the AD-associated epigenetic and transcription factor genes that had been strongly overrepresented in the prior tissue block study. In addition, we identified novel pathway alterations that may have considerable mechanistic implications, including downregulation of genes stabilizing ryanodine receptor Ca2+ release and upregulation of vascular development genes. We conclude that FFPE tissue can be a reliable resource for microarray studies, that upregulation of growth-related epigenetic/ transcription factors with incipient AD is predominantly localized to white matter, further supporting our prior findings and model, and that alterations in vascular and ryanodine receptor-relat ed pathways in gray matter are closely associated with incipient AD. RNA was extracted using RecoverAll Total Nucleic Acid Isolation Kit for FFPE (Ambion) according to manufacturer’s instructions (3h incubation at 55 C followed by glass fiber filtration). This system has recently been shown to outperform other FFPE methods/ kits regarding yield of amplifiable RNA (Okello et al., 2010). Quality assessment of extracted material was performed with the Paradise Reagent Quality Assessment Kit (Molecular Devices), as well as via NanoDrop (Thermoscientific). All samples yielded sufficient genetic material (>50 ng) for subsequent reactions. 50 ng of extracted purified nucleic acid underwent RNA amplification using WT-Ovation FFPE System (NuGen) followed by FL-Ovation cDNA Biotin Module V2 (NuGen) for labeling and microarray (Affymetrix HGU133 v2) hybridization. All 30 microarrays (one per specimen) performed within acceptable limits (Scaling factor: 32.6 +/- 3.7; RawQ: 1.28 +/- 0.01; GapDH 3’:5’: 1.48 +/- 0.08; % present 35.4 +/- 1.5) and were not significantly different across treatment (p < 0.5 for all measures, 1-ANOVA). In general, these results indicate a smaller signal in laser captured FFPE samples than in prior fresh frozen samples (Scaling factor: 5.9 +/- 0.6; RawQ 2.7 +/- 0.04; GapDH 3’:5’: 3.65 +/- 0.55; % present: 44.6 +/- 1.1) with an increased scaling factor decreased RawQ and reduced % present all indicating reduced signal volume, while the smaller GapDH ratio suggests more degraded material- consistent with other reports of the dynamics of small FFPE sample results. Further, the % present call, while lower than found in fresh frozen tissue, is much greater than would be expected by chance (5%).This suggests that the extracted genetic material still contains a large amount of valid data. Probe sets were annotated, and transcriptional profiles were generated, using the MAS5 algorithm and annotation data sets (Affymetrix Expression Console v. 1.1; HGU133 annotation October, 2003) in order to facilitate comparison with prior work. Results were filtered for presence, redundancy, and annotation status and analyzed by Pearson’s test for correlation with each subject’s Mini-Mental Status Exam (MMSE) score and Neurofibrillary Tangle (NFT) counts. The false discovery rate (FDR) (Hochberg and Benjamini, 1990) was used to estimate the error of multiple testing’s contribution to False Positives and the DAVID suite of bioinformatic tools was used to identify transcriptional pathways using the ‘table cluster’ option.
Project description:Objective: We previously reported that white matter connexin43 (Cx43) may related to the severity of the multiple sclerosis (MS), whereas the role of gray matter Cx43 in demyelinating disease is unknown. It was considered MS lesions were only exist in white matter, but recent studies revealed that demyelinating lesions are also exist in the cerebral cortex. This fact suggest the possibility that gray matter is somewhat related to the pathophysiology of MS. In this study, we aimed to clarify the role of gray matter Cx43 in a mouse model of MS (experimental autoimmune encephalomyelitis [EAE]). Methods: We developed Cx43F/F;Glutamate aspartate transporter (GLAST)-CreER(T2)KI/+ mice as gray matter specific Cx43 conditional knock-out (Cx43cKO) mice. We induced MOG-EAE 10 days after tamoxifen injection, and analyze its clinical course and pathology. We used Cx43F/F mice as controls. Results: EAE was significantly milder in gray matter astrocyte-specific Cx43cKO mice from acute phase to chronic phase, as compared with control mice. Pathology demonstrated less demyelinating lesions and infiltrating cells. Infiltrating immune cells did not express Cx43 in the active demyelinating lesions of the lumbar cord in both groups. The expression level of Cx43 was similar between these two groups in the spleen and the inguinal lymph nodes. Interpretation: Acute KO of gray matter specific Cx43 before induction of EAE reduce its aggressiveness. This finding may suggest the possibility that gray matter Cx43 modify the MS pathophysiology.
Project description:Objective: We previously reported that white matter connexin43 (Cx43) may related to the severity of the multiple sclerosis (MS), whereas the role of gray matter Cx43 in demyelinating disease is unknown. It was considered MS lesions were only exist in white matter, but recent studies revealed that demyelinating lesions are also exist in the cerebral cortex. This fact suggest the possibility that gray matter is somewhat related to the pathophysiology of MS. In this study, we aimed to clarify the role of gray matter Cx43 in a mouse model of MS (experimental autoimmune encephalomyelitis [EAE]). Methods: We developed Cx43F/F;Glutamate aspartate transporter (GLAST)-CreER(T2)KI/+ mice as gray matter specific Cx43 conditional knock-out (Cx43cKO) mice. We induced MOG-EAE 10 days after tamoxifen injection, and analyze its clinical course and pathology. We used Cx43F/F mice as controls. Results: EAE was significantly milder in gray matter astrocyte-specific Cx43cKO mice from acute phase to chronic phase, as compared with control mice. Pathology demonstrated less demyelinating lesions and infiltrating cells. Infiltrating immune cells did not express Cx43 in the active demyelinating lesions of the lumbar cord in both groups. The expression level of Cx43 was similar between these two groups in the spleen and the inguinal lymph nodes. Interpretation: Acute KO of gray matter specific Cx43 before induction of EAE reduce its aggressiveness. This finding may suggest the possibility that gray matter Cx43 modify the MS pathophysiology.
Project description:Microglia/macrophages line the border of demyelinated lesions in both cerebral white matter and cortex in multiple sclerosis brains. Microglia/macrophages associated with chronic white-matter lesions are thought to be responsible for slow lesion expansion and disability progression in progressive multiple sclerosis whereas those lining gray matter lesions are less studied. Profiling these microglia/macrophages could help to focus therapies on genes or pathways specific to lesion expansion and disease progression. We compared the morphology and transcript profiles of microglia/macrophages associated with borders of white matter (WM line) and subpial gray matter lesions (GM line) using laser capture microscopy. We performed RNAseq on isolated cells followed by immunocytochemistry to determine distribution of translational products of transcripts increased in WM line. Cells in WM line appear activated with shorter processes and larger cell bodies, whereas those in GM Line appear more homeostatic with smaller cell bodies and multiple thin processes. Transcript profiling revealed 176 genes in WM lines and 111 genes in GM lines as differentially expressed. Transcripts associated with immune activation and iron homeostasis were increased in WM line whereas genes belonging to canonical Wnt signaling pathway were increased in GM line. We propose that mechanisms of demyelination and dynamics of lesion expansion are responsible for differential transcript expression in WM lines and GM lines, and posit that increased expression of Fc epsilon receptor, spleen tyrosine kinase, and Bruton’s tyrosine kinase play a key role in regulating microglia/macrophage function at the border of chronic active white matter lesions.
Project description:Astrocytes play essential roles in the developing nervous system, including supporting synapse function. These astrocyte support functions emerge coincident with brain maturation and may be tailored in a region-specific manner. For example, gray matter astrocytes have elaborate synapse-associated processes and are morphologically and molecularly distinct from white-matter astrocytes. This raises the question of whether there are unique environmental cues that promote gray matter astrocyte identity and synaptogenic function. We previously identified adrenergic receptors as preferentially enriched in developing gray versus white matter astrocytes, suggesting that noradrenergic signaling could be a cue that promotes the functional maturation of gray matter astrocytes. We first characterized noradrenergic projections during postnatal brain development in mouse and human, finding that process density was higher in the gray matter and increased concurrently with astrocyte maturation. RNA-sequencing revealed that astrocytes in both species expressed ɑ and β adrenergic receptors. We found that stimulation of β adrenergic receptors increased primary branching of rodent astrocytes in vitro. Conversely, astrocyte-conditional knockout of the β1 adrenergic receptor reduced the size of gray matter astrocytes, and led to dysregulated sensorimotor integration in female mice. These studies suggest that adrenergic signaling to developing astrocytes impacts their morphology and has implications for adult behavior, particularly in female animals. More broadly, they demonstrate a mechanism through which environmental cues impact astrocyte development. Given the key roles of norepinephrine in brain states such as arousal, stress, and learning, these findings could prompt further inquiry into how developmental stressors impact astrocyte development and adult brain function.
Project description:Around 25% of stroke survivors over 65 years old develop progressive cognitive decline more than 3 months post-stroke, with features of vascular dementia. Poststroke dementia (PSD) is associated with pathology in frontal brain regions, in particular dorsal lateral prefrontal cortex (DLPFC) neurons and white matter, remote from the infarct, implicating damage to anterior cognitive circuits (ACC) involved in impaired executive function. We hypothesised that PSD results from progressive neuronal damage in the DLPFC and that this is associated with alterations in the gliovascular unit (GVU) of frontal white matter. We aimed to identify the cellular and molecular basis of PSD by investigating the transcriptomic profile of the neurons and white matter GVU cells previously implicated in pathology. Laser capture microdissected neurons, astrocytes and endothelial cells were obtained from the Cognitive Function After Stroke (COGFAST) cohort. Gene expression was assessed using microarrays and pathways analysis to compare changes in PSD with controls and with poststroke non-dementia (PSND). Laser captured microdissected neurons were obtained from the bilateral carotid artery stenosis (BCAS) model and equivalent SHAM animals
Project description:We investigated spatiotemporal molecular patterns related to AD pathophsiology using spatially resolved transcriptome of the AD mouse model. The late change of gray matters of AD was commonly related to neuroinflammation, while the early change in the white matter of AD represented neuronal projection and ensheathment of axons before the amyloid plaques accumulation. Disease-associated microglia and astrocyte signatures were spatially differently enriched. Our results provide a key spatiotemporally heterogeneous molecular change particularly related to inflammation in AD.
Project description:Chronic alcohol consumption can lead to alchohol-related brain damage (ARBD). Despite the well known acute effects of alcohol the mechanism responsible for chronic brain damage is largely unknown. Pathologically the major change is the loss of white matter while neuronal loss is mild and restricted to a few areas such as the prefrontal cortex. In order to improve our understanding of ARBD pathogenesis we used microarrays to explore the white matter transcriptome of alcoholics and controls. Our results suggest that hepatic encephalopathy, along with two confounders, gray matter contamination and low RNA quality, are major drivers of gene expression in ARBD. All three exceeded the effects of alcohol itself. In particular, low quality RNA samples were characterized by an upregulation of protein translation machinery while hepatic encephalopathy was associated with a downregulation of mitochondrial energy metabolism pathways. The findings in HE alcoholics are consistent with the metabolic acidosis seen in this condition. In contrast non-HE alcoholics had widespread but only subtle changes in gene expression in their white matter. The initial cohort was compromised of four alcoholics without hepatic encephalopathy (non-HE alcoholics), three alcoholics with HE (HE alcoholics) and three neurologically normal controls. For each indvidual frozen white matter was sampled in the superior frontal gyrus (prefrontal cortex) and the precentral gyrus (motor cortex). These two cortices experience either moderate (prefrontal cortex) or no neuronal loss (motor cortex) with alcohol-related brain damage. Each white matter sample was divided in two before RNA was extracted to give two 'biological' repeats and a total of 40 samples. Subsequently eight duplicates were removed due to their gray matter contamination or low RNA quality to leave a 32-sample cohort (23 alcoholic (including eight with HE ) and nine control samples.
Project description:Astrocytes are broadly categorized as protoplasmic or fibrous, with the former localized to synaptically dense gray matter regions and the latter associated with axons in the white matter. Much of what we know about astrocyte form and function is derived from the study of protoplasmic astrocytes, whereas fibrous astrocytes remain relatively unexplored. We investigated the transcriptome of uninjured fibrous astrocytes in the mouse from three regions: unmyelinated optic nerve head (ONH), myelinated optic nerve proper (ONP), and corpus callosum (CC).