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1.
Nature ; 620(7973): 366-373, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37468637

ABSTRACT

Neurons in the posterior parietal cortex contribute to the execution of goal-directed navigation1 and other decision-making tasks2-4. Although molecular studies have catalogued more than 50 cortical cell types5, it remains unclear what distinct functions they have in this area. Here we identified a molecularly defined subset of somatostatin (Sst) inhibitory neurons that, in the mouse posterior parietal cortex, carry a cell-type-specific error-correction signal for navigation. We obtained repeatable experimental access to these cells using an adeno-associated virus in which gene expression is driven by an enhancer that functions specifically in a subset of Sst cells6. We found that during goal-directed navigation in a virtual environment, this subset of Sst neurons activates in a synchronous pattern that is distinct from the activity of surrounding neurons, including other Sst neurons. Using in vivo two-photon photostimulation and ex vivo paired patch-clamp recordings, we show that nearby cells of this Sst subtype excite each other through gap junctions, revealing a self-excitation circuit motif that contributes to the synchronous activity of this cell type. These cells selectively activate as mice execute course corrections for deviations in their virtual heading during navigation towards a reward location, for both self-induced and experimentally induced deviations. We propose that this subtype of Sst neurons provides a self-reinforcing and cell-type-specific error-correction signal in the posterior parietal cortex that may help with the execution and learning of accurate goal-directed navigation trajectories.


Subject(s)
Neurons , Parietal Lobe , Animals , Mice , Learning , Neurons/metabolism , Parietal Lobe/cytology , Parietal Lobe/metabolism , Goals , Somatostatin/metabolism , Neural Inhibition , Spatial Navigation , Patch-Clamp Techniques , Gap Junctions/metabolism
2.
Psychogeriatrics ; 23(4): 675-681, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37248036

ABSTRACT

BACKGROUND: The noradrenergic systems in the brain maintain cognitive functions including attention/concentration and establishment of long-term memory. In addition, hypofunction of noradrenergic systems is supposed to be involved in the pathophysiology of Alzheimer's disease. In this study, we tried to examine the possible associations of concentrations of basal salivary 3-methoxy-4-hydroxyphenylglycol (sMHPG), a major metabolite of noradrenaline, and brain volume changes during 4 years in elderly people living in a rural community. METHODS: The survey was conducted twice in Kurokawa-cho, Imari, Saga Prefecture, Japan, among people aged 65 years and older. We collected data from 226 residents. Measurements of sMHPG and brain MRIs were collected at Time 1 (2005-2007). Follow-up brain MRIs were taken at Time 2 (2009-2011). A total of 70 participants (18 men, mean age 71.9 ± 4.8 years; 52 women, mean age 72.0 ± 4.3 years) completed this survey. Concentrations of sMHPG at baseline were divided into two groups using the mean value (12.83 ng/ml). We compared the brain volumes between groups with higher and lower sMHPG concentrations over time using voxel-based morphometry implemented with statistical parametric mapping. RESULTS: In participants with higher sMHPG concentrations at baseline, brain volumes including right precuneus were significantly larger 4 years after baseline than those with lower sMHPG concentrations at baseline. No interaction between sMHPG concentration and MRI acquisition interval was found. CONCLUSION: Our results suggest that higher sMHPG concentrations in elderly people might be associated with maintenance of brain volume, especially in brain regions closely related to cognitive function.


Subject(s)
Independent Living , Methoxyhydroxyphenylglycol , Aged , Male , Humans , Female , Methoxyhydroxyphenylglycol/metabolism , Norepinephrine/metabolism , Magnetic Resonance Imaging , Parietal Lobe/metabolism
3.
Nat Commun ; 14(1): 2314, 2023 04 21.
Article in English | MEDLINE | ID: mdl-37085492

ABSTRACT

Genetic studies of Alzheimer disease (AD) have prioritized variants in genes related to the amyloid cascade, lipid metabolism, and neuroimmune modulation. However, the cell-specific effect of variants in these genes is not fully understood. Here, we perform single-nucleus RNA-sequencing (snRNA-seq) on nearly 300,000 nuclei from the parietal cortex of AD autosomal dominant (APP and PSEN1) and risk-modifying variant (APOE, TREM2 and MS4A) carriers. Within individual cell types, we capture genes commonly dysregulated across variant groups. However, specific transcriptional states are more prevalent within variant carriers. TREM2 oligodendrocytes show a dysregulated autophagy-lysosomal pathway, MS4A microglia have dysregulated complement cascade genes, and APOEε4 inhibitory neurons display signs of ferroptosis. All cell types have enriched states in autosomal dominant carriers. We leverage differential expression and single-nucleus ATAC-seq to map GWAS signals to effector cell types including the NCK2 signal to neurons in addition to the initially proposed microglia. Overall, our results provide insights into the transcriptional diversity resulting from AD genetic architecture and cellular heterogeneity. The data can be explored on the online browser ( http://web.hararilab.org/SNARE/ ).


Subject(s)
Alzheimer Disease , Humans , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Heterozygote , Microglia/metabolism , Parietal Lobe/metabolism , RNA/metabolism
4.
Behav Brain Res ; 417: 113616, 2022 01 24.
Article in English | MEDLINE | ID: mdl-34606774

ABSTRACT

In our previous work [8], we have shown that resting state (RS) functional connectivity metrics are significantly related with behavioural performance at Balloon Analogue Risk Task (BART). In the present study we investigated the hypothesis of an association between RS metrics and neural activity evoked by BART execution. A group-level whole-brain regression was run to assess whether RS metrics predict brain activation during the BART, in a sample of 35 young healthy adults (mean age 23 ± 2 years, 25 F). Results complete the previous findings showing that RS is also significantly associated with the neural activity during BART execution. Specifically, ALFF is positively associated with the activity of both the right inferior parietal lobule and the left caudate. These new results are coherent with previous evidence indicating RS abnormalities in clinical conditions characterised by symptoms of impulse control disorders, and further suggest that RS might be a stable predictor of both behavioural indices and neural correlates of impulsivity and of reward-guided decision-making.


Subject(s)
Decision Making/physiology , Impulsive Behavior/physiology , Magnetic Resonance Imaging , Reward , Risk-Taking , Adult , Brain/physiology , Caudate Nucleus/metabolism , Female , Humans , Male , Parietal Lobe/metabolism , Task Performance and Analysis , Young Adult
5.
Mol Brain ; 14(1): 153, 2021 10 06.
Article in English | MEDLINE | ID: mdl-34615530

ABSTRACT

Fear conditioning and retrieval are suitable models to investigate the biological basis of various mental disorders. Hippocampus and amygdala neurons consolidate conditioned stimulus (CS)-dependent fear memory. Posterior parietal cortex is considered important for the CS-dependent conditioning and retrieval of fear memory. Metabolomic screening among functionally related brain areas provides molecular signatures and biomarkers to improve the treatment of psychopathologies. Herein, we analyzed and compared changes of metabolites in the hippocampus, amygdala, and posterior parietal cortex under the fear retrieval condition. Metabolite profiles of posterior parietal cortex and amygdala were similarly changed after fear memory retrieval. While the retrieval of fear memory perturbed various metabolic pathways, most metabolic pathways that overlapped among the three brain regions had high ranks in the enrichment analysis of posterior parietal cortex. In posterior parietal cortex, the most perturbed pathways were pantothenate and CoA biosynthesis, purine metabolism, glutathione metabolism, and NAD+ dependent signaling. Metabolites of posterior parietal cortex including 4'-phosphopantetheine, xanthine, glutathione, ADP-ribose, ADP-ribose 2'-phosphate, and cyclic ADP-ribose were significantly regulated in these metabolic pathways. These results point to the importance of metabolites of posterior parietal cortex in conditioned fear memory retrieval and may provide potential biomarker candidates for traumatic memory-related mental disorders.


Subject(s)
Amygdala/metabolism , Conditioning, Classical/physiology , Fear/physiology , Hippocampus/metabolism , Parietal Lobe/metabolism , Acoustic Stimulation , Animals , Coenzyme A/metabolism , Electroshock , Freezing Reaction, Cataleptic/physiology , Glutathione/metabolism , Male , Memory/physiology , Metabolic Networks and Pathways , Mice , Mice, Inbred C57BL , Pantothenic Acid/metabolism , Stress Disorders, Post-Traumatic/metabolism
6.
Sci Rep ; 11(1): 17656, 2021 09 03.
Article in English | MEDLINE | ID: mdl-34480033

ABSTRACT

Several scientific, engineering, and medical advancements are based on breakthroughs made by people who excel in mathematics. Our current understanding of the underlying brain networks stems primarily from anatomical and functional investigations, but our knowledge of how neurotransmitters subserve numerical skills, the building block of mathematics, is scarce. Using 1H magnetic resonance spectroscopy (N = 54, 3T, semi-LASER sequence, TE = 32 ms, TR = 3.5 s), the study examined the relation between numerical skills and the brain's major inhibitory (GABA) and excitatory (glutamate) neurotransmitters. A negative association was found between the performance in a number sequences task and the resting concentration of GABA within the left intraparietal sulcus (IPS), a key region supporting numeracy. The relation between GABA in the IPS and number sequences was specific to (1) parietal but not frontal regions and to (2) GABA but not glutamate. It was additionally found that the resting functional connectivity of the left IPS and the left superior frontal gyrus was positively associated with number sequences performance. However, resting GABA concentration within the IPS explained number sequences performance above and beyond the resting frontoparietal connectivity measure. Our findings further motivate the study of inhibition mechanisms in the human brain and significantly contribute to our current understanding of numerical cognition's biological bases.


Subject(s)
Mathematics , Parietal Lobe/metabolism , Problem Solving/physiology , gamma-Aminobutyric Acid/metabolism , Adolescent , Female , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Neural Pathways/diagnostic imaging , Neural Pathways/metabolism , Parietal Lobe/diagnostic imaging , Young Adult
7.
Int J Mol Sci ; 22(15)2021 Jul 31.
Article in English | MEDLINE | ID: mdl-34361009

ABSTRACT

The parietal cortex of rodents participates in sensory and spatial processing, movement planning, and decision-making, but much less is known about its role in associative learning and memory formation. The present study aims to examine the involvement of the parietal association cortex (PtA) in associative fear memory acquisition and retrieval in mice. Using ex vivo c-Fos immunohistochemical mapping and in vivo Fos-EGFP two-photon imaging, we show that PtA neurons were specifically activated both during acquisition and retrieval of cued fear memory. Fos immunohistochemistry revealed specific activation of the PtA neurons during retrieval of the 1-day-old fear memory. In vivo two-photon Fos-EGFP imaging confirmed this result and in addition detected specific c-Fos responses of the PtA neurons during acquisition of cued fear memory. To allow a more detailed study of the long-term activity of such PtA engram neurons, we generated a Fos-Cre-GCaMP transgenic mouse line that employs the Targeted Recombination in Active Populations (TRAP) technique to detect calcium events specifically in cells that were Fos-active during conditioning. We show that gradual accumulation of GCaMP3 in the PtA neurons of Fos-Cre-GCaMP mice peaks at the 4th day after fear learning. We also describe calcium transients in the cell bodies and dendrites of the TRAPed neurons. This provides a proof-of-principle for TRAP-based calcium imaging of PtA functions during memory processes as well as in experimental models of fear- and anxiety-related psychiatric disorders and their specific therapies.


Subject(s)
Fear , Memory , Parietal Lobe/metabolism , Proto-Oncogene Proteins c-fos/metabolism , Animals , Association Learning , Calcium Signaling , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Male , Mice , Mice, Inbred C57BL , Neurons/metabolism , Parietal Lobe/cytology , Parietal Lobe/physiology , Proto-Oncogene Proteins c-fos/genetics , Recombinant Proteins/genetics , Recombinant Proteins/metabolism
8.
J Neuroimaging ; 31(6): 1099-1110, 2021 11.
Article in English | MEDLINE | ID: mdl-34463008

ABSTRACT

BACKGROUND AND PURPOSE: This study aimed to highlight anorexia nervosa-related metabolic changes in different brain regions with different gray and white matter contents. METHODS: In a prospective study, 25 anorexic patients with mean body mass index (BMI) of 14.79 kg/m2 (range 10.04-20.58) were compared with 15 healthy controls with mean BMI of 21.08 kg/m2 (range 18.36-27.34). Two-dimensional magnetic resonance spectroscopic imaging was acquired in the axial plane above the corpus callosum, including frontal, precentral, postcentral, cingular, and parietal regions, as well as the precuneus, each voxel containing gray and white matter. RESULTS: In the anorexic group, a significant increase of choline/creatine was observed in all brain regions except the precuneus: frontal (p = 0.009), cingulate (p = 0.001), precentral (p = 0.001), postcentral (p = 0.001), and parietal (p = 0.002); and in white and gray matter (p< 0.001). Macromolecules09/creatine was decreased in the following regions: frontal (p = 0.003), cingulate (p< 0.001), precentral (p = 0.004), and precuneus (p = 0.007), and in white and gray matter (p< 0.05). We observed significantly lower values of N-acetyl aspartate/creatine in the frontal (p < 0.001) and precentral (p< 0.001) regions and in voxels containing more than 50% white matter (p = 0.001); and significantly lower values of myo-inositol/creatine in the precentral (p = 0.006), postcentral (p< 0.001), and precuneus (p = 0.006) regions. CONCLUSIONS: We observed an increase in choline/creatine in anorexics, possibly reflecting increased cell turnover; a decrease in macromolecules, which was particularly low in the cingulate and precuneus the former being known to be altered in eating disorders; and a decrease in N-acetyl aspartate/creatine considered as a marker of neuronal density and function.


Subject(s)
Anorexia Nervosa , White Matter , Anorexia Nervosa/diagnostic imaging , Aspartic Acid/metabolism , Brain/pathology , Choline/metabolism , Creatine/metabolism , Gyrus Cinguli/diagnostic imaging , Gyrus Cinguli/metabolism , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy/methods , Parietal Lobe/diagnostic imaging , Parietal Lobe/metabolism , Prospective Studies , White Matter/diagnostic imaging , White Matter/metabolism
9.
J Nippon Med Sch ; 88(3): 189-193, 2021.
Article in English | MEDLINE | ID: mdl-34193742

ABSTRACT

BACKGROUND: Oxidative stress is thought to be closely related to epileptogenesis. We have previously reported that nitric oxide (NO) levels are higher in epilepsy-prone EL mice between the ages of 3 and 8 weeks than in control mice. However, NO is divided into two fractions, nitrite (NO2) and nitrate (NO3), which appear to play different roles in epileptogenesis. METHODS: NO2 and NO3 levels were measured, in EL mice and the control mice, in the parietal cortex, which is thought to be the primary epileptogenetic center in EL mice, and measured in the hippocampus, which is thought to be the secondary center. RESULTS: NO3 levels in the hippocampus and parietal cortex of the immature EL mice (3 to 8 weeks of age) were significantly higher than those in the control mice; NO2 levels were significantly higher in the EL mice throughout the study period. The NO3 levels were significantly higher than the NO2 levels in the immature EL mice, but after the onset of ictogenesis at 10 weeks of age, the relative levels of the two fractions reversed. CONCLUSION: The reversal of the NO fraction distribution at the onset of seizures that we observed may be related to the developmental process of seizure susceptibility in the neural network of EL mice.


Subject(s)
Disease Models, Animal , Epilepsy/etiology , Epilepsy/metabolism , Nitrates/metabolism , Nitric Oxide/metabolism , Nitrites/metabolism , Oxidative Stress/physiology , Animals , Hippocampus/metabolism , Mice, Inbred Strains , Nerve Net , Nitrates/physiology , Nitric Oxide/physiology , Nitrites/pharmacology , Parietal Lobe/injuries , Parietal Lobe/metabolism
10.
J Neurosci Res ; 99(9): 2091-2096, 2021 09.
Article in English | MEDLINE | ID: mdl-34131953

ABSTRACT

Anosognosia and impairment of insight are characteristic features of Alzheimer's disease (AD), which can lead to delays in appropriate medical care and significant family discord. The default mode network (DMN), a distributed but highly connected network of brain regions more active during rest than during task, is integrally involved in awareness. DMN dysfunction is common in AD, and disrupted communication between memory-related and self-related DMN networks is associated with anosognosia in AD patients. In addition, the temporoparietal junction (TPJ) is a key region of the "social brain" and also contributes to representations of the self. The exact classification of the TPJ within the DMN is unclear, though connections between the TPJ and DMN have been highlighted in multiple avenues of research. Here we discuss the relationship between the TPJ, DMN, and AD, as well as the potential involvement of the TPJ in anosognosia in AD. We review past and present findings to raise attention to the TPJ, with a specific emphasis on neuroimaging technologies which suggest a pivotal role of the TPJ within large-scale brain networks linked to anosognosia in AD.


Subject(s)
Agnosia/diagnostic imaging , Alzheimer Disease/diagnostic imaging , Default Mode Network/diagnostic imaging , Nerve Net/diagnostic imaging , Parietal Lobe/diagnostic imaging , Temporal Lobe/diagnostic imaging , Agnosia/metabolism , Alzheimer Disease/metabolism , Default Mode Network/metabolism , Humans , Nerve Net/metabolism , Neuroimaging/methods , Neuroimaging/trends , Parietal Lobe/metabolism , Temporal Lobe/metabolism
11.
Neurobiol Aging ; 105: 99-114, 2021 09.
Article in English | MEDLINE | ID: mdl-34052751

ABSTRACT

Alzheimer's disease (AD) is defined by the presence of abundant amyloid-ß (Aß) and tau neuropathology. While this neuropathology is necessary for AD diagnosis, it is not sufficient for causing cognitive impairment. Up to one third of community dwelling older adults harbor intermediate to high levels of AD neuropathology at death yet demonstrate no significant cognitive impairment. Conversely, there are individuals who exhibit dementia with no gross explanatory neuropathology. In prior studies, synapse loss correlated with cognitive impairment. To understand how synaptic composition changes in relation to neuropathology and cognition, multiplexed liquid chromatography mass-spectrometry was used to quantify enriched synaptic proteins from the parietal association cortex of 100 subjects with contrasting levels of AD pathology and cognitive performance. 123 unique proteins were significantly associated with diagnostic category. Functional analysis showed enrichment of serotonin release and oxidative phosphorylation categories in normal (cognitively unimpaired, low neuropathology) and "resilient" (unimpaired despite AD pathology) individuals. In contrast, frail individuals, (low pathology, impaired cognition) showed a metabolic shift towards glycolysis and increased presence of proteasome subunits.


Subject(s)
Aging/pathology , Aging/psychology , Alzheimer Disease/genetics , Alzheimer Disease/psychology , Cognition/physiology , Proteasome Endopeptidase Complex/metabolism , Proteomics/methods , Synapses/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/pathology , Chromatography, Liquid , Female , Glycolysis , Humans , Independent Living , Male , Mass Spectrometry , Parietal Lobe/metabolism , Phosphorylation , Serotonin/metabolism , Synapses/pathology
12.
Nat Commun ; 12(1): 2603, 2021 05 10.
Article in English | MEDLINE | ID: mdl-33972518

ABSTRACT

Synaptic disturbances in excitatory to inhibitory (E/I) balance in forebrain circuits are thought to contribute to the progression of Alzheimer's disease (AD) and dementia, although direct evidence for such imbalance in humans is lacking. We assessed anatomical and electrophysiological synaptic E/I ratios in post-mortem parietal cortex samples from middle-aged individuals with AD (early-onset) or Down syndrome (DS) by fluorescence deconvolution tomography and microtransplantation of synaptic membranes. Both approaches revealed significantly elevated E/I ratios for AD, but not DS, versus controls. Gene expression studies in an independent AD cohort also demonstrated elevated E/I ratios in individuals with AD as compared to controls. These findings provide evidence of a marked pro-excitatory perturbation of synaptic E/I balance in AD parietal cortex, a region within the default mode network that is overly active in the disorder, and support the hypothesis that E/I imbalances disrupt cognition-related shifts in cortical activity which contribute to the intellectual decline in AD.


Subject(s)
Alzheimer Disease/physiopathology , Cognitive Dysfunction/physiopathology , Down Syndrome/physiopathology , Parietal Lobe/anatomy & histology , Parietal Lobe/metabolism , Synapses/metabolism , Synaptic Membranes/physiology , Amyloid beta-Peptides/metabolism , Animals , Anura , Autopsy , Cognitive Dysfunction/metabolism , Disks Large Homolog 4 Protein/metabolism , Down Syndrome/metabolism , Female , GABA Plasma Membrane Transport Proteins/genetics , GABA Plasma Membrane Transport Proteins/metabolism , Gene Expression Regulation/genetics , Gene Expression Regulation/physiology , Humans , Male , Membrane Proteins/metabolism , Middle Aged , Nerve Net/physiopathology , Oocytes/physiology , Parietal Lobe/physiopathology , Synapses/pathology , Synaptic Membranes/metabolism , Synaptosomes/metabolism , Synaptosomes/pathology , Tomography, Optical , Transcriptome/genetics
13.
Acta Neuropsychiatr ; 33(5): 242-253, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33926587

ABSTRACT

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


Subject(s)
Magnetic Resonance Spectroscopy/methods , Mental Disorders/metabolism , Nervous System Diseases/metabolism , Transcranial Direct Current Stimulation/adverse effects , Adult , Aged , Case-Control Studies , Cerebellar Cortex/metabolism , Dorsolateral Prefrontal Cortex/metabolism , Female , Humans , Male , Mental Disorders/therapy , Nervous System Diseases/therapy , Parietal Lobe/metabolism , Temporal Lobe/metabolism , Transcranial Direct Current Stimulation/methods , Transcranial Magnetic Stimulation/instrumentation , Transcranial Magnetic Stimulation/methods , gamma-Aminobutyric Acid/blood
14.
Neuroimage ; 234: 117981, 2021 07 01.
Article in English | MEDLINE | ID: mdl-33757904

ABSTRACT

Double diffusion encoding (DDE) of the water signal offers a unique ability to separate the effect of microscopic anisotropic diffusion in structural units of tissue from the overall macroscopic orientational distribution of cells. However, the specificity in detected microscopic anisotropy is limited as the signal is averaged over different cell types and across tissue compartments. Performing side-by-side water and metabolite DDE spectroscopic (DDES) experiments provides complementary measures from which intracellular and extracellular microscopic fractional anisotropies (µFA) and diffusivities can be estimated. Metabolites are largely confined to the intracellular space and therefore provide a benchmark for intracellular µFA and diffusivities of specific cell types. By contrast, water DDES measurements allow examination of the separate contributions to water µFA and diffusivity from the intra- and extracellular spaces, by using a wide range of b values to gradually eliminate the extracellular contribution. Here, we aimed to estimate tissue and compartment specific human brain microstructure by combining water and metabolites DDES experiments. We performed our DDES measurements in two brain regions that contain widely different amounts of white matter (WM) and gray matter (GM): parietal white matter (PWM) and occipital gray matter (OGM) in a total of 20 healthy volunteers at 7 Tesla. Metabolite DDES measurements were performed at b = 7199 s/mm2, while water DDES measurements were performed with a range of b values from 918 to 7199 s/mm2. The experimental framework we employed here resulted in a set of insights pertaining to the morphology of the intracellular and extracellular spaces in both gray and white matter. Results of the metabolite DDES experiments in both PWM and OGM suggest a highly anisotropic intracellular space within neurons and glia, with the possible exception of gray matter glia. The water µFA obtained from the DDES results at high b values in both regions converged with that of the metabolite DDES, suggesting that the signal from the extracellular space is indeed effectively suppressed at the highest b value. The µFA measured in the OGM significantly decreased at lower b values, suggesting a considerably lower anisotropy of the extracellular space in GM compared to WM. In PWM, the water µFA remained high even at the lowest b value, indicating a high degree of organization in the interstitial space in WM. Tortuosity values in the cytoplasm for water and tNAA, obtained with correlation analysis of microscopic parallel diffusivity with respect to GM/WM tissue fraction in the volume of interest, are remarkably similar for both molecules, while exhibiting a clear difference between gray and white matter, suggesting a more crowded cytoplasm and more complex cytomorphology of neuronal cell bodies and dendrites in GM than those found in long-range axons in WM.


Subject(s)
Diffusion Magnetic Resonance Imaging/methods , Gray Matter/metabolism , Magnetic Resonance Spectroscopy/methods , Occipital Lobe/metabolism , Parietal Lobe/metabolism , White Matter/metabolism , Adult , Brain/diagnostic imaging , Brain/metabolism , Databases, Factual , Extracellular Space/diagnostic imaging , Extracellular Space/metabolism , Female , Gray Matter/diagnostic imaging , Humans , Male , Middle Aged , Occipital Lobe/diagnostic imaging , Parietal Lobe/diagnostic imaging , Water/metabolism , White Matter/diagnostic imaging , Young Adult
15.
Nat Neurosci ; 24(3): 401-411, 2021 03.
Article in English | MEDLINE | ID: mdl-33619404

ABSTRACT

Pyramidal cells and GABAergic interneurons fire together in balanced cortical networks. In contrast to this general rule, we describe a distinct neuron type in mice and rats whose spiking activity is anti-correlated with all principal cells and interneurons in all brain states but, most prevalently, during the down state of non-REM (NREM) sleep. We identify these down state-active (DSA) neurons as deep-layer neocortical neurogliaform cells that express ID2 and Nkx2.1 and are weakly immunoreactive to neuronal nitric oxide synthase. DSA neurons are weakly excited by deep-layer pyramidal cells and strongly inhibited by several other GABAergic cell types. Spiking of DSA neurons modified the sequential firing order of other neurons at down-up transitions. Optogenetic activation of ID2+Nkx2.1+ interneurons in the posterior parietal cortex during NREM sleep, but not during waking, interfered with consolidation of cue discrimination memory. Despite their sparsity, DSA neurons perform critical physiological functions.


Subject(s)
Action Potentials/physiology , Inhibitor of Differentiation Protein 2/metabolism , Interneurons/physiology , Parietal Lobe/physiology , Pyramidal Cells/physiology , Sleep/physiology , Thyroid Nuclear Factor 1/metabolism , Animals , Interneurons/metabolism , Male , Mice , Mice, Transgenic , Neural Pathways/physiology , Nitric Oxide Synthase Type I/metabolism , Optogenetics , Parietal Lobe/metabolism
16.
Neurochem Res ; 46(4): 964-979, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33586092

ABSTRACT

Alzheimer's disease (AD) is a growing health concern worldwide. MicroRNAs (miRNAs) have been extensively studied in many diseases, including AD. To identify differentially expressed miRNAs (DEmiRNAs) and genes specific to AD, we used bioinformatic analyses to investigate candidate miRNA-mRNA pairs involved in the pathogenesis of AD. We focused on differentially expressed genes (DEGs) that are targets of DEmiRNAs. The GEO2R tool and the HISAT2-DESeq2 software were used to identify DEmiRNAs and DEGs. Bioinformatic tools available online, such as TAM and the Database for Annotation, Visualization and Integrated Discovery (DAVID), were used to perform functional annotation and enrichment analysis. Targets of miRNAs were predicted using the miRTarBase. The Search Tool for the Retrieval of Interacting Genes (STRING) and Cytoscape, which are available online, were utilized to construct protein-protein interaction (PPI) networks and identify hub genes. Furthermore, transcription factors (TFs) encoded by the DEGs were predicted using the TransmiR database and TF-miRNA-mRNA networks were constructed. Finally, the expression profile of a hub gene in peripheral blood mononuclear cells was compared between healthy individuals and AD patients. We identified 26 correlated miRNA-mRNA pairs. In the parietal lobe, miRNA-mRNA pairs involved in protein folding were enriched, and in the frontal lobe, miRNA-mRNA pairs involved in synaptic transmission, abnormal protein degradation, and apoptosis were enriched. In addition, HSP90AB1 in peripheral blood mononuclear cells was found to be significantly downregulated in AD patients, and this was consistent with its expression profile in the parietal lobe of AD patients. Our results provide brain region-specific changes in miRNA-mRNA associations in AD patients, further our understanding of potential underlying molecular mechanisms of AD, and reveal promising diagnostic and therapeutic targets for AD.


Subject(s)
Alzheimer Disease/metabolism , Frontal Lobe/metabolism , MicroRNAs/metabolism , Parietal Lobe/metabolism , RNA, Messenger/metabolism , Alzheimer Disease/genetics , Computational Biology , Databases, Genetic , Down-Regulation , Gene Expression Profiling , Gene Ontology , Humans , MicroRNAs/genetics , Protein Interaction Maps , RNA, Messenger/genetics , Up-Regulation
17.
Acta Neuropathol Commun ; 9(1): 19, 2021 02 01.
Article in English | MEDLINE | ID: mdl-33522967

ABSTRACT

Synaptic pathology is a central event in Alzheimer's disease (AD) and other neurodegenerative conditions, and investigation of synaptic proteins can provide valuable tools to follow synaptic dysfunction and loss in these diseases. Neuroligin-1 (Nlgn1) is a postsynaptic cell adhesion protein, important for synapse stabilization and formation. Nlgn1 has been connected to cognitive disorders, and specifically to AD, as target of the synaptotoxic effect of amyloid-ß (Aß) oligomers and Aß fibrils. To address changes in Nlgn1 expression in human brain, brain regions in different neurological disorders were examined by Western blot and mass spectrometry. Brain specimens from AD (n = 23), progressive supranuclear palsy (PSP, n = 11), corticobasal degeneration (CBD, n = 10), and Pick's disease (PiD, n = 9) were included. Additionally, cerebrospinal fluid (CSF) samples of AD patients (n = 43) and non-demented controls (n = 42) were analysed. We found decreased levels of Nlgn1 in temporal and parietal cortex (~ 50-60% reductions) in AD brains compared with controls. In frontal grey matter the reduction was not seen for AD patients; however, in the same region, marked reduction was found for PiD (~ 77%), CBD (~ 66%) and to a lesser extent for PSP (~ 43%), which could clearly separate these tauopathies from controls. The Nlgn1 level was reduced in CSF from AD patients compared to controls, but with considerable overlap. The dramatic reduction of Nlgn1 seen in the brain extracts of tauopathies warrants further investigation regarding the potential use of Nlgn1 as a biomarker for these neurodegenerative diseases.


Subject(s)
Alzheimer Disease/metabolism , Brain/metabolism , Cell Adhesion Molecules, Neuronal/metabolism , Pick Disease of the Brain/metabolism , Supranuclear Palsy, Progressive/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/cerebrospinal fluid , Case-Control Studies , Cell Adhesion Molecules, Neuronal/cerebrospinal fluid , Female , Frontal Lobe/metabolism , Gray Matter/metabolism , Humans , Male , Middle Aged , Parietal Lobe/metabolism , Tauopathies/metabolism , Temporal Lobe/metabolism
18.
Proc Natl Acad Sci U S A ; 118(3)2021 01 19.
Article in English | MEDLINE | ID: mdl-33431672

ABSTRACT

The link between synaptic plasticity and reorganization of brain activity in health and disease remains a scientific challenge. We examined this question in Parkinson's disease (PD) where functional up-regulation of postsynaptic D2 receptors has been documented while its significance at the neural activity level has never been identified. We investigated cortico-subcortical plasticity in PD using the oculomotor system as a model to study reorganization of dopaminergic networks. This model is ideal because this system reorganizes due to frontal-to-parietal shifts in blood oxygen level-dependent (BOLD) activity. We tested the prediction that functional activation plasticity is associated with postsynaptic dopaminergic modifications by combining positron emission tomography/functional magnetic resonance imaging to investigate striatal postsynaptic reorganization of dopamine D2 receptors (using 11C-raclopride) and neural activation in PD. We used covariance (connectivity) statistics at molecular and functional levels to probe striato-cortical reorganization in PD in on/off medication states to show that functional and molecular forms of reorganization are related. D2 binding across regions defined by prosaccades showed increased molecular connectivity between both caudate/putamen and hyperactive parietal eye fields in PD in contrast with frontal eye fields in controls, in line with the shift model. Concerning antisaccades, parietal-striatal connectivity dominated in again in PD, unlike frontal regions. Concerning molecular-BOLD covariance, a striking sign reversal was observed: PD patients showed negative frontal-putamen functional-molecular associations, consistent with the reorganization shift, in contrast with the positive correlations observed in controls. Follow-up analysis in off-medication PD patients confirmed the negative BOLD-molecular correlation. These results provide a link among BOLD responses, striato-cortical synaptic reorganization, and neural plasticity in PD.


Subject(s)
Caudate Nucleus/metabolism , Frontal Lobe/metabolism , Neuronal Plasticity , Parietal Lobe/metabolism , Parkinson Disease/metabolism , Putamen/metabolism , Receptors, Dopamine D2/metabolism , Aged , Brain Mapping , Case-Control Studies , Caudate Nucleus/diagnostic imaging , Caudate Nucleus/drug effects , Caudate Nucleus/pathology , Dopamine/metabolism , Dopamine Antagonists/therapeutic use , Female , Frontal Lobe/diagnostic imaging , Frontal Lobe/drug effects , Frontal Lobe/pathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neuronal Plasticity/drug effects , Neurons/drug effects , Neurons/metabolism , Neurons/pathology , Oxygen/blood , Parietal Lobe/diagnostic imaging , Parietal Lobe/drug effects , Parietal Lobe/pathology , Parkinson Disease/diagnostic imaging , Parkinson Disease/drug therapy , Parkinson Disease/pathology , Positron-Emission Tomography , Putamen/diagnostic imaging , Putamen/drug effects , Putamen/pathology , Raclopride/therapeutic use , Saccades/physiology , Synapses/drug effects , Synapses/metabolism , Synapses/pathology
19.
Sci Rep ; 11(1): 427, 2021 01 11.
Article in English | MEDLINE | ID: mdl-33432020

ABSTRACT

Circular RNAs (circRNAs) are covalently closed circular non-coding RNAs. Due to their structure, circRNAs are more stable and have longer half-lives than linear RNAs making them good candidates for disease biomarkers. Despite the scientific relevance of these molecules, the study of circRNAs in non-model organisms is still in its infancy. Here, we analyse total RNA-seq data to identify circRNAs in sheep from peripheral blood mononuclear cells (PBMCs) and parietal lobe cortex. Out of 2510 and 3403 circRNAs detected in parietal lobe cortex and in PBMCs, a total of 1379 novel circRNAs were discovered. Remarkably, around 63% of all detected circRNAs were found to be completely homologous to a circRNA annotated in human. Functional enrichment analysis was conducted for both tissues based on GO terms and KEGG pathways. The enriched terms suggest an important role of circRNAs from encephalon in synaptic functions and the involvement of circRNAs from PBMCs in basic immune system functions. In addition to this, we investigated the role of circRNAs in repetitive vaccination experiments via differential expression analysis and did not detect any significant relationship. At last, our results support both the miRNA sponge and the miRNA shuttle functions of CDR1-AS in sheep brain. To our knowledge, this is the first study on circRNA annotation in sheep PBMCs or parietal lobe cortex samples.


Subject(s)
RNA Splicing/genetics , RNA, Circular/genetics , Sheep/genetics , Animals , Conserved Sequence , Gene Expression Profiling , Gene Expression Regulation/genetics , Gene Expression Regulation/immunology , Gene Regulatory Networks , Genetic Association Studies , High-Throughput Nucleotide Sequencing , Leukocytes, Mononuclear/metabolism , MicroRNAs/genetics , Parietal Lobe/metabolism , RNA Splice Sites/genetics , RNA, Circular/isolation & purification , RNA, Messenger/genetics , Sheep/blood , Vaccination/veterinary , Vaccines/pharmacology
20.
Acta Neuropathol Commun ; 9(1): 1, 2021 01 05.
Article in English | MEDLINE | ID: mdl-33402227

ABSTRACT

Microglia-mediated neuroinflammation has been implicated in the pathogenesis of Alzheimer's disease (AD). Although microglia in aging and neurodegenerative disease model mice show a loss of homeostatic phenotype and activation of disease-associated microglia (DAM), a correlation between those phenotypes and the degree of neuronal cell loss has not been clarified. In this study, we performed RNA sequencing of microglia isolated from three representative neurodegenerative mouse models, AppNL-G-F/NL-G-F with amyloid pathology, rTg4510 with tauopathy, and SOD1G93A with motor neuron disease by magnetic activated cell sorting. In parallel, gene expression patterns of the human precuneus with early Alzheimer's change (n = 11) and control brain (n = 14) were also analyzed by RNA sequencing. We found that a substantial reduction of homeostatic microglial genes in rTg4510 and SOD1G93A microglia, whereas DAM genes were uniformly upregulated in all mouse models. The reduction of homeostatic microglial genes was correlated with the degree of neuronal cell loss. In human precuneus with early AD pathology, reduced expression of genes related to microglia- and oligodendrocyte-specific markers was observed, although the expression of DAM genes was not upregulated. Our results implicate a loss of homeostatic microglial function in the progression of AD and other neurodegenerative diseases. Moreover, analyses of human precuneus also suggest loss of microglia and oligodendrocyte functions induced by early amyloid pathology in human.


Subject(s)
Alzheimer Disease/genetics , Amyotrophic Lateral Sclerosis/genetics , Microglia/metabolism , Parietal Lobe/metabolism , Tauopathies/genetics , Transcriptome , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Amyloid beta-Protein Precursor/genetics , Amyotrophic Lateral Sclerosis/metabolism , Amyotrophic Lateral Sclerosis/pathology , Animals , Case-Control Studies , Homeostasis/genetics , Humans , Mice , Mice, Transgenic , Microglia/pathology , Parietal Lobe/pathology , RNA-Seq , Superoxide Dismutase/genetics , Tauopathies/metabolism , Tauopathies/pathology
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