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1.
Biol Psychiatry ; 91(12): 1039-1050, 2022 06 15.
Article in English | MEDLINE | ID: mdl-35654559

ABSTRACT

BACKGROUND: Alcohol acts as an addictive substance that may lead to alcohol use disorder. In humans, magnetic resonance imaging showed diverse structural and functional brain alterations associated with this complex pathology. Single magnetic resonance imaging modalities are used mostly but are insufficient to portray and understand the broad neuroadaptations to alcohol. Here, we combined structural and functional magnetic resonance imaging and connectome mapping in mice to establish brain-wide fingerprints of alcohol effects with translatable potential. METHODS: Mice underwent a chronic intermittent alcohol drinking protocol for 6 weeks before being imaged under medetomidine anesthesia. We performed open-ended multivariate analysis of structural data and functional connectivity mapping on the same subjects. RESULTS: Structural analysis showed alcohol effects for the prefrontal cortex/anterior insula, hippocampus, and somatosensory cortex. Integration with microglia histology revealed distinct alcohol signatures, suggestive of advanced (prefrontal cortex/anterior insula, somatosensory cortex) and early (hippocampus) inflammation. Functional analysis showed major alterations of insula, ventral tegmental area, and retrosplenial cortex connectivity, impacting communication patterns for salience (insula), reward (ventral tegmental area), and default mode (retrosplenial cortex) networks. The insula appeared as a most sensitive brain center across structural and functional analyses. CONCLUSIONS: This study demonstrates alcohol effects in mice, which possibly underlie lower top-down control and impaired hedonic balance documented at the behavioral level, and aligns with neuroimaging findings in humans despite the potential limitation induced by medetomidine sedation. This study paves the way to identify further biomarkers and to probe neurobiological mechanisms of alcohol effects using genetic and pharmacological manipulations in mouse models of alcohol drinking and dependence.


Subject(s)
Alcoholism , Connectome , Alcoholism/diagnostic imaging , Animals , Brain , Ethanol , Humans , Magnetic Resonance Imaging/methods , Medetomidine/pharmacology , Mice
2.
Brain Struct Funct ; 226(3): 647-669, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33635426

ABSTRACT

Mapping brain structural and functional connectivity (FC) became an essential approach in neuroscience as network properties can underlie behavioral phenotypes. In mouse models, revealing strain-related patterns of brain wiring is crucial, since these animals are used to answer questions related to neurological or neuropsychiatric disorders. C57BL/6 and BALB/cJ strains are two of the primary "genetic backgrounds" for modeling brain disease and testing therapeutic approaches. However, extensive literature describes basal differences in the behavioral, neuroanatomical and neurochemical profiles of the two strains, which raises questions on whether the observed effects are pathology specific or depend on the genetic background of each strain. Here, we performed a systematic comparative exploration of brain structure and function of C57BL/6 and BALB/cJ mice using Magnetic Resonance Imaging (MRI). We combined deformation-based morphometry (DBM), diffusion MRI and high-resolution fiber mapping (hrFM) along with resting-state functional MRI (rs-fMRI) and demonstrated brain-wide differences in the morphology and "connectome" features of the two strains. Essential inter-strain differences were depicted regarding the size and the fiber density (FD) within frontal cortices, along cortico-striatal, thalamic and midbrain pathways as well as genu and splenium of corpus callosum. Structural dissimilarities were accompanied by specific FC patterns, emphasizing strain differences in frontal and basal forebrain functional networks as well as hubness characteristics. Rs-fMRI data further indicated differences of reward-aversion circuitry and default mode network (DMN) patterns. The inter-hemispherical FC showed flexibility and strain-specific adjustment of their patterns in agreement with the structural characteristics.


Subject(s)
Brain Mapping , Brain/pathology , Brain/physiology , Nerve Net/pathology , Animals , Brain Mapping/methods , Connectome/methods , Diffusion Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/methods , Mice , Nerve Net/physiopathology , Neural Pathways/pathology , Neural Pathways/physiology , Reward
3.
Magn Reson Med ; 85(1): 369-379, 2021 01.
Article in English | MEDLINE | ID: mdl-32767495

ABSTRACT

PURPOSE: To determine optimal constrained tissue parameters and off-resonance sequence parameters for single-point macromolecular proton fraction (SP-MPF) mapping based on a comprehensive quantitative magnetization transfer (qMT) protocol in healthy and demyelinated living mice at 7T. METHODS: Using 3D spoiled gradient echo-based sequences, a comprehensive qMT protocol is performed by sampling the Z-spectrum of mice brains, in vivo. Provided additional T1 , B1+ and B0 maps allow for the estimation of qMT tissue parameters, among which three will be constrained, namely the longitudinal and transverse relaxation characteristics of the free pool (R1,f T2,f ), the cross-relaxation rate (R) and the bound pool transverse relaxation time (T2,r ). Different sets of constrained parameters are investigated to reduce the bias between the SP-MPF and its reference based on the comprehensive protocol. RESULTS: Based on a whole-brain histogram analysis about the constrained parameters, the optimal experimental parameters that minimize the global bias between reference and SP-MPF maps consist of a 600° and 6 kHz off-resonance irradiation pulse. Following a Bland-Altman analysis over regions of interest, optimal constrained parameters were R1,f T2,f  = 0.0129, R = 26.5 s-1 , and T2,r  = 9.1 µs, yielding an overall MPF bias of 10-4 (limits of agreement [-0.0068;0.0070]) and a relative variation of 0.64% ± 5.95% between the reference and the optimal single-point method across all mice. CONCLUSION: The necessity of estimating animal model- and field-dependent constrained parameters was demonstrated. The single-point MPF method can be reliably applied at 7T, as part of routine preclinical in vivo imaging protocol in mice.


Subject(s)
Magnetic Resonance Imaging , Protons , Animals , Brain/diagnostic imaging , Brain/metabolism , Brain Mapping , Macromolecular Substances/metabolism , Mesothelin , Mice
4.
Brain ; 143(12): 3748-3762, 2020 12 01.
Article in English | MEDLINE | ID: mdl-33184651

ABSTRACT

In Alzheimer's disease, the tauopathy is known as a major mechanism responsible for the development of cognitive deficits. Early biomarkers of such affectations for diagnosis/stratification are crucial in Alzheimer's disease research, and brain connectome studies increasingly show their potential establishing pathology fingerprints at the network level. In this context, we conducted an in vivo multimodal MRI study on young Thy-Tau22 transgenic mice expressing tauopathy, performing resting state functional MRI and structural brain imaging to identify early connectome signatures of the pathology, relating with histological and behavioural investigations. In the prodromal phase of tauopathy, before the emergence of cognitive impairments, Thy-Tau22 mice displayed selective modifications of brain functional connectivity involving three main centres: hippocampus (HIP), amygdala (AMG) and the isocortical areas, notably the somatosensory (SS) cortex. Each of these regions showed differential histopathological profiles. Disrupted ventral HIP-AMG functional pathway and altered dynamic functional connectivity were consistent with high pathological tau deposition and astrogliosis in both hippocampus and amygdala, and significant microglial reactivity in amygdalar nuclei. These patterns were concurrent with widespread functional hyperconnectivity of memory-related circuits of dorsal hippocampus-encompassing dorsal HIP-SS communication-in the absence of significant cortical histopathological markers. These findings suggest the coexistence of two intermingled mechanisms of response at the functional connectome level in the early phases of pathology: a maladaptive and a likely compensatory response. Captured in the connectivity patterns, such first responses to pathology could further be used in translational investigations as a lead towards an early biomarker of tauopathy as well as new targets for future treatments.


Subject(s)
Memory Disorders/pathology , Memory Disorders/psychology , Nerve Net/pathology , Tauopathies/pathology , Tauopathies/psychology , Animals , Astrocytes/pathology , Brain/diagnostic imaging , Brain/pathology , Cognitive Dysfunction/genetics , Cognitive Dysfunction/psychology , Connectome , Disease Progression , Gliosis/pathology , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Memory Disorders/etiology , Mice , Mice, Transgenic , Nerve Net/diagnostic imaging , Tauopathies/complications , Tauopathies/diagnostic imaging , tau Proteins/metabolism
5.
Neuroimage ; 205: 116278, 2020 01 15.
Article in English | MEDLINE | ID: mdl-31614221

ABSTRACT

Preclinical applications of resting-state functional magnetic resonance imaging (rsfMRI) offer the possibility to non-invasively probe whole-brain network dynamics and to investigate the determinants of altered network signatures observed in human studies. Mouse rsfMRI has been increasingly adopted by numerous laboratories worldwide. Here we describe a multi-centre comparison of 17 mouse rsfMRI datasets via a common image processing and analysis pipeline. Despite prominent cross-laboratory differences in equipment and imaging procedures, we report the reproducible identification of several large-scale resting-state networks (RSN), including a mouse default-mode network, in the majority of datasets. A combination of factors was associated with enhanced reproducibility in functional connectivity parameter estimation, including animal handling procedures and equipment performance. RSN spatial specificity was enhanced in datasets acquired at higher field strength, with cryoprobes, in ventilated animals, and under medetomidine-isoflurane combination sedation. Our work describes a set of representative RSNs in the mouse brain and highlights key experimental parameters that can critically guide the design and analysis of future rodent rsfMRI investigations.


Subject(s)
Brain/physiology , Connectome/methods , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Nerve Net/physiology , Animals , Brain/diagnostic imaging , Connectome/standards , Female , Image Processing, Computer-Assisted/standards , Magnetic Resonance Imaging/standards , Male , Mice , Mice, Inbred C57BL , Nerve Net/diagnostic imaging , Reproducibility of Results
7.
Sci Rep ; 9(1): 4044, 2019 03 11.
Article in English | MEDLINE | ID: mdl-30858487

ABSTRACT

While the contribution of Mu Opioid Receptors (MORs) to hedonic aspects of reward processing is well-established, the notion that these receptors may also regulate motivation to gain a reward, and possibly other related cognitive dimensions, has been less investigated. The prefrontal cortex (PFC) is a critical site for these processes. Our previous functional magnetic resonance imaging study found alterations of functional connectivity (FC) in reward/aversion networks in MOR knockout mice. Here we pursued voxelwise seed-based FC analyses using the same dataset with a focus on the PFC. We observed significant reduction of PFC FC in mutant mice, predominantly with the nucleus accumbens, supporting the notion of altered reward-driven top-down controls. We tested motivation for palatable food in a classical operant self-administration paradigm, and found delayed performance for mutant mice. We then evaluated motivational and cognitive abilities of MOR knockout mice in TouchScreen-based behavioral tests. Learning was delayed and stimulus/reward association was impaired, suggesting lower hedonic reward value and reduced motivation. Perseverative responses were decreased, while discriminatory behavior and attention were unchanged, indicative of increased inhibitory controls with otherwise intact cognitive performance. Together, our data suggest that MORs contribute to enhance reward-seeking and facilitate perseverative behaviors. The possibility that MOR blockade could reduce maladaptive compulsivity deserves further investigation in addiction and self-control disorder research.


Subject(s)
Behavior, Animal , Motivation/genetics , Prefrontal Cortex/metabolism , Receptors, Opioid, mu/genetics , Animals , Female , Male , Mice , Mice, Knockout , Nucleus Accumbens , Prefrontal Cortex/pathology , Receptors, Opioid, mu/metabolism , Reward , Self Administration
8.
Front Psychiatry ; 9: 643, 2018.
Article in English | MEDLINE | ID: mdl-30559685

ABSTRACT

Mu opioid receptor (MOR) activation facilitates reward processing and reduces pain, and brain networks underlying these effects are under intense investigation. Mice lacking the MOR gene (MOR KO mice) show lower drug and social reward, enhanced pain sensitivity and altered emotional responses. Our previous neuroimaging analysis using Resting-state (Rs) functional Magnetic Resonance Imaging (fMRI) showed significant alterations of functional connectivity (FC) within reward/aversion networks in these mice, in agreement with their behavioral deficits. Here we further used a structural MRI approach to determine whether volumetric alterations also occur in MOR KO mice. We acquired anatomical images using a 7-Tesla MRI scanner and measured deformation-based morphometry (DBM) for each voxel in subjects from MOR KO and control groups. Our analysis shows marked anatomical differences in mutant animals. We observed both local volumetric contraction (striatum, nucleus accumbens, bed nucleus of the stria terminalis, hippocampus, hypothalamus and periacqueducal gray) and expansion (prefrontal cortex, amygdala, habenula, and periacqueducal gray) at voxel level. Volumetric modifications occurred mainly in MOR-enriched regions and across reward/aversion centers, consistent with our prior FC findings. Specifically, several regions with volume differences corresponded to components showing highest FC changes in our previous Rs-fMRI study, suggesting a possible function-structure relationship in MOR KO-related brain differences. In conclusion, both Rs-fMRI and volumetric MRI in live MOR KO mice concur to disclose functional and structural whole-brain level mechanisms that likely drive MOR-controlled behaviors in animals, and may translate to MOR-associated endophenotypes or disease in humans.

9.
Dis Model Mech ; 11(9)2018 09 27.
Article in English | MEDLINE | ID: mdl-30115750

ABSTRACT

Growing evidence supports the implication of DYRK1A in the development of cognitive deficits seen in Down syndrome (DS) and Alzheimer's disease (AD). We here demonstrate that pharmacological inhibition of brain DYRK1A is able to correct recognition memory deficits in three DS mouse models with increasing genetic complexity [Tg(Dyrk1a), Ts65Dn, Dp1Yey], all expressing an extra copy of Dyrk1a Overexpressed DYRK1A accumulates in the cytoplasm and at the synapse. Treatment of the three DS models with the pharmacological DYRK1A inhibitor leucettine L41 leads to normalization of DYRK1A activity and corrects the novel object cognitive impairment observed in these models. Brain functional magnetic resonance imaging reveals that this cognitive improvement is paralleled by functional connectivity remodelling of core brain areas involved in learning/memory processes. The impact of Dyrk1a trisomy and L41 treatment on brain phosphoproteins was investigated by a quantitative phosphoproteomics method, revealing the implication of synaptic (synapsin 1) and cytoskeletal components involved in synaptic response and axonal organization. These results encourage the development of DYRK1A inhibitors as drug candidates to treat cognitive deficits associated with DS and AD.


Subject(s)
Cognitive Dysfunction/complications , Cognitive Dysfunction/drug therapy , Dioxoles/pharmacology , Dioxoles/therapeutic use , Down Syndrome/complications , Imidazoles/pharmacology , Imidazoles/therapeutic use , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/antagonists & inhibitors , Amino Acid Sequence , Animals , Biocatalysis , Brain/drug effects , Brain/pathology , Brain/physiopathology , Cognitive Dysfunction/pathology , Cytoplasm/metabolism , Cytoskeleton/drug effects , Cytoskeleton/metabolism , Dioxoles/chemistry , Disease Models, Animal , Down Syndrome/pathology , Imidazoles/chemistry , Magnetic Resonance Imaging , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Nerve Net/drug effects , Nerve Net/physiopathology , Phosphorylation , Protein Binding/drug effects , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Protein-Tyrosine Kinases/genetics , Protein-Tyrosine Kinases/metabolism , Proteomics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Synapses/drug effects , Synapses/metabolism , Synapsins/chemistry , Synapsins/metabolism , Dyrk Kinases
10.
Biol Psychiatry ; 84(3): 202-212, 2018 08 01.
Article in English | MEDLINE | ID: mdl-29580570

ABSTRACT

BACKGOUND: Alcohol use disorder (AUD) is devastating and poorly treated, and innovative targets are actively sought for prevention and treatment. The orphan G protein-coupled receptor GPR88 is enriched in mesocorticolimbic pathways, and Gpr88 knockout mice show hyperactivity and risk-taking behavior, but a potential role for this receptor in drug abuse has not been examined. METHODS: We tested Gpr88 knockout mice for alcohol-drinking and -seeking behaviors. To gain system-level understanding of their alcohol endophenotype, we also analyzed whole-brain functional connectivity in naïve mice using resting-state functional magnetic resonance imaging. RESULTS: Gpr88 knockout mice showed increased voluntary alcohol drinking at both moderate and excessive levels, with intact alcohol sedation and metabolism. Mutant mice also showed increased operant responding and motivation for alcohol, while food and chocolate operant self-administration were unchanged. Alcohol place conditioning and alcohol-induced dopamine release in the nucleus accumbens were decreased, suggesting reduced alcohol reward in mutant mice that may partly explain enhanced alcohol drinking. Seed-based voxelwise functional connectivity analysis revealed significant remodeling of mesocorticolimbic centers, whose hallmark was predominant weakening of prefrontal cortex, ventral tegmental area, and amygdala connectional patterns. Also, effective connectivity from the ventral tegmental area to the nucleus accumbens and amygdala was reduced. CONCLUSIONS: Gpr88 deletion disrupts executive, reward, and emotional networks in a configuration that reduces alcohol reward and promotes alcohol seeking and drinking. The functional connectivity signature is reminiscent of alterations observed in individuals at risk for AUD. The Gpr88 gene, therefore, may represent a vulnerability/resilience factor for AUD, and a potential drug target for AUD treatment.


Subject(s)
Alcohol Drinking/physiopathology , Brain/physiopathology , Dopamine/metabolism , Ethanol/administration & dosage , Receptors, G-Protein-Coupled/deficiency , Alcoholism/physiopathology , Amygdala/physiopathology , Animals , Behavior, Animal , Magnetic Resonance Imaging , Male , Mice , Mice, Knockout , Receptors, G-Protein-Coupled/genetics , Reward , Self Administration
11.
Brain Struct Funct ; 223(3): 1275-1296, 2018 Apr.
Article in English | MEDLINE | ID: mdl-29110094

ABSTRACT

GPR88 is an orphan G-protein coupled receptor originally characterized as a striatal-enriched transcript and is a potential target for neuropsychiatric disorders. At present, gene knockout studies in the mouse have essentially focused on striatal-related functions and a comprehensive knowledge of GPR88 protein distribution and function in the brain is still lacking. Here, we first created Gpr88-Venus knock-in mice expressing a functional fluorescent receptor to fine-map GPR88 localization in the brain. The receptor protein was detected in neuronal soma, fibers and primary cilia depending on the brain region, and remarkably, whole-brain mapping revealed a yet unreported layer-4 cortical lamination pattern specifically in sensory processing areas. The unique GPR88 barrel pattern in L4 of the somatosensory cortex appeared 3 days after birth and persisted into adulthood, suggesting a potential function for GPR88 in sensory integration. We next examined Gpr88 knockout mice for cortical structure and behavioral responses in sensory tasks. Magnetic resonance imaging of live mice revealed abnormally high fractional anisotropy, predominant in somatosensory cortex and caudate putamen, indicating significant microstructural alterations in these GPR88-enriched areas. Further, behavioral analysis showed delayed responses in somatosensory-, visual- and olfactory-dependent tasks, demonstrating a role for GPR88 in the integration rather than perception of sensory stimuli. In conclusion, our data show for the first time a prominent role for GPR88 in multisensory processing. Because sensory integration is disrupted in many psychiatric diseases, our study definitely positions GPR88 as a target to treat mental disorders perhaps via activity on cortical sensory networks.


Subject(s)
Bacterial Proteins/metabolism , Brain Mapping , Brain/metabolism , Luminescent Proteins/metabolism , Receptors, G-Protein-Coupled/metabolism , ADP-Ribosylation Factors/metabolism , Animals , Bacterial Proteins/genetics , Brain/cytology , Brain/diagnostic imaging , Carrier Proteins/metabolism , Cells, Cultured , Discrimination, Psychological/physiology , Endodeoxyribonucleases , Female , G-Protein-Coupled Receptor Kinase 2/metabolism , Guanosine 5'-O-(3-Thiotriphosphate)/pharmacokinetics , HEK293 Cells , Humans , Luminescent Proteins/genetics , Magnetic Resonance Imaging , Male , Mice , Mice, Transgenic , Nuclear Proteins/metabolism , Odorants , Phosphopyruvate Hydratase/metabolism , Psychomotor Performance/physiology , RNA, Messenger/metabolism , Receptors, G-Protein-Coupled/genetics , Recognition, Psychology/physiology , Transfection
12.
Brain Connect ; 7(8): 526-540, 2017 10.
Article in English | MEDLINE | ID: mdl-28882062

ABSTRACT

Recent studies have demonstrated that orchestrated gene activity and expression support synchronous activity of brain networks. However, there is a paucity of information on the consequences of single gene function on overall brain functional organization and connectivity and how this translates at the behavioral level. In this study, we combined mouse mutagenesis with functional and structural magnetic resonance imaging (MRI) to determine whether targeted inactivation of a single gene would modify whole-brain connectivity in live animals. The targeted gene encodes GPR88 (G protein-coupled receptor 88), an orphan G protein-coupled receptor enriched in the striatum and previously linked to behavioral traits relevant to neuropsychiatric disorders. Connectivity analysis of Gpr88-deficient mice revealed extensive remodeling of intracortical and cortico-subcortical networks. Most prominent modifications were observed at the level of retrosplenial cortex connectivity, central to the default mode network (DMN) whose alteration is considered a hallmark of many psychiatric conditions. Next, somatosensory and motor cortical networks were most affected. These modifications directly relate to sensorimotor gating deficiency reported in mutant animals and also likely underlie their hyperactivity phenotype. Finally, we identified alterations within hippocampal and dorsal striatum functional connectivity, most relevant to a specific learning deficit that we previously reported in Gpr88-/- animals. In addition, amygdala connectivity with cortex and striatum was weakened, perhaps underlying the risk-taking behavior of these animals. This is the first evidence demonstrating that GPR88 activity shapes the mouse brain functional and structural connectome. The concordance between connectivity alterations and behavior deficits observed in Gpr88-deficient mice suggests a role for GPR88 in brain communication.


Subject(s)
Brain/diagnostic imaging , Connectome , Receptors, G-Protein-Coupled/deficiency , Amygdala/physiopathology , Animals , Behavior, Animal , Brain/physiopathology , Brain Mapping , Diffusion Tensor Imaging , Hippocampus/physiopathology , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Mice , Mice, Knockout , Motor Cortex/physiopathology , Receptors, G-Protein-Coupled/genetics , Somatosensory Cortex/physiopathology
13.
Biomed Opt Express ; 8(2): 593-607, 2017 Feb 01.
Article in English | MEDLINE | ID: mdl-28270970

ABSTRACT

OCT has been demonstrated as an efficient imaging modality in various biomedical and clinical applications. However, there is a missing link with respect to the source of contrast between OCT and other modern imaging modalities, no quantitative comparison has been demonstrated between them, yet. We evaluated, to our knowledge, for the first time in vivo OCT measurement of rat brain with our previously proposed forward imaging method by both qualitatively and quantitatively correlating OCT with the corresponding T1-weighted and T2-weighted magnetic resonance images, fiber density map (FDM), and two types of histology staining (cresyl violet and acetylcholinesterase AchE), respectively. Brain anatomical structures were identified and compared across OCT, MRI and histology imaging modalities. Noticeable resemblances corresponding to certain anatomical structures were found between OCT and other image profiles. Correlation was quantitatively assessed by estimating correlation coefficient (R) and mutual information (MI). Results show that the 1-D OCT measurements in regards to the intensity profile and estimated attenuation factor, do not have profound linear correlation with the other image modalities suggested from correlation coefficient estimation. However, findings in mutual information analysis demonstrate that there are markedly high MI values in OCT-MRI signals.

14.
Biol Psychiatry ; 81(9): 778-788, 2017 05 01.
Article in English | MEDLINE | ID: mdl-28185645

ABSTRACT

BACKGROUND: Mu opioid receptors (MORs) are central to pain control, drug reward, and addictive behaviors, but underlying circuit mechanisms have been poorly explored by genetic approaches. Here we investigate the contribution of MORs expressed in gamma-aminobutyric acidergic forebrain neurons to major biological effects of opiates, and also challenge the canonical disinhibition model of opiate reward. METHODS: We used Dlx5/6-mediated recombination to create conditional Oprm1 mice in gamma-aminobutyric acidergic forebrain neurons. We characterized the genetic deletion by histology, electrophysiology, and microdialysis; probed neuronal activation by c-Fos immunohistochemistry and resting-state functional magnetic resonance imaging; and investigated main behavioral responses to opiates, including motivation to obtain heroin and palatable food. RESULTS: Mutant mice showed MOR transcript deletion mainly in the striatum. In the ventral tegmental area, local MOR activity was intact, and reduced activity was only observed at the level of striatonigral afferents. Heroin-induced neuronal activation was modified at both sites, and whole-brain functional networks were altered in live animals. Morphine analgesia was not altered, and neither was physical dependence to chronic morphine. In contrast, locomotor effects of heroin were abolished, and heroin-induced catalepsy was increased. Place preference to heroin was not modified, but remarkably, motivation to obtain heroin and palatable food was enhanced in operant self-administration procedures. CONCLUSIONS: Our study reveals dissociable MOR functions across mesocorticolimbic networks. Thus, beyond a well-established role in reward processing, operating at the level of local ventral tegmental area neurons, MORs also moderate motivation for appetitive stimuli within forebrain circuits that drive motivated behaviors.


Subject(s)
Feeding Behavior/physiology , GABAergic Neurons/physiology , Heroin/administration & dosage , Motivation/physiology , Narcotics/administration & dosage , Prosencephalon/physiology , Receptors, Opioid, mu/physiology , Animals , Conditioning, Classical/drug effects , Conditioning, Classical/physiology , Corpus Striatum/drug effects , Corpus Striatum/metabolism , Corpus Striatum/physiology , Female , GABAergic Neurons/metabolism , Inhibitory Postsynaptic Potentials/drug effects , Male , Mice , Mice, Knockout , Morphine/administration & dosage , Motivation/drug effects , Neural Pathways/physiology , Prosencephalon/drug effects , Prosencephalon/metabolism , Receptors, Opioid, mu/genetics , Ventral Tegmental Area/drug effects , Ventral Tegmental Area/physiology
15.
Neuroimage ; 146: 1-18, 2017 02 01.
Article in English | MEDLINE | ID: mdl-27845252

ABSTRACT

Connectomics of brain disorders seeks to reveal how altered brain function emerges from the architecture of cerebral networks; however the causal impact of targeted cellular damage on the whole brain functional and structural connectivity remains unknown. In the central nervous system, demyelination is typically the consequence of an insult targeted at the oligodendrocytes, the cells forming and maintaining the myelin. This triggered perturbation generates cascades of pathological events that most likely alter the brain connectome. Here we induced oligodendrocyte death and subsequent demyelinating pathology via cuprizone treatment in mice and combining mouse brain resting state functional Magnetic Resonance Imaging and diffusion tractography we established functional and structural pathology-to-network signatures. We demonstrated that demyelinated brain fundamentally reorganizes its intrinsic functional connectivity paralleled by widespread damage of the structural scaffolding. We evidenced default mode-like network as core target of demyelination-induced connectivity modulations and hippocampus as the area with strongest connectional perturbations.


Subject(s)
Brain/pathology , Brain/physiopathology , Connectome , Demyelinating Diseases/pathology , Demyelinating Diseases/physiopathology , Animals , Cuprizone , Demyelinating Diseases/chemically induced , Diffusion Tensor Imaging , Disease Models, Animal , Female , Magnetic Resonance Imaging , Mice, Inbred C57BL , Neural Pathways/pathology , Neural Pathways/physiopathology
16.
Proc Natl Acad Sci U S A ; 113(41): 11603-11608, 2016 10 11.
Article in English | MEDLINE | ID: mdl-27671662

ABSTRACT

Connectome genetics seeks to uncover how genetic factors shape brain functional connectivity; however, the causal impact of a single gene's activity on whole-brain networks remains unknown. We tested whether the sole targeted deletion of the mu opioid receptor gene (Oprm1) alters the brain connectome in living mice. Hypothesis-free analysis of combined resting-state fMRI diffusion tractography showed pronounced modifications of functional connectivity with only minor changes in structural pathways. Fine-grained resting-state fMRI mapping, graph theory, and intergroup comparison revealed Oprm1-specific hubs and captured a unique Oprm1 gene-to-network signature. Strongest perturbations occurred in connectional patterns of pain/aversion-related nodes, including the mu receptor-enriched habenula node. Our data demonstrate that the main receptor for morphine predominantly shapes the so-called reward/aversion circuitry, with major influence on negative affect centers.


Subject(s)
Brain/physiology , Connectome , Gene Deletion , Receptors, Opioid, mu/genetics , Reward , Animals , Brain Mapping/methods , Connectome/methods , Diffusion Tensor Imaging , Genotype , Magnetic Resonance Imaging , Male , Mice , Models, Neurological , Receptors, Opioid, mu/metabolism
17.
NMR Biomed ; 28(1): 116-23, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25394338

ABSTRACT

Many of the clinical manifestations of hyperthyroidism are due to the ability of thyroid hormones to alter myocardial contractility and cardiovascular hemodynamics, leading to cardiovascular impairment. In contrast, recent studies highlight also the potential beneficial effects of thyroid hormone administration for clinical or preclinical treatment of different diseases such as atherosclerosis, obesity and diabetes or as a new therapeutic approach in demyelinating disorders. In these contexts and in the view of developing thyroid hormone-based therapeutic strategies, it is, however, important to analyze undesirable secondary effects on the heart. Animal models of experimentally induced hyperthyroidism therefore represent important tools for investigating and monitoring changes of cardiac function. In our present study we use high-field cardiac MRI to monitor and follow-up longitudinally the effects of prolonged thyroid hormone (triiodothyronine) administration focusing on murine left ventricular function. Using a 9.4 T small horizontal bore animal scanner, cinematographic MRI was used to analyze changes in ejection fraction, wall thickening, systolic index and fractional shortening. Cardiac MRI investigations were performed after sustained cycles of triiodothyronine administration and treatment arrest in adolescent (8 week old) and adult (24 week old) female C57Bl/6 N mice. Triiodothyronine supplementation of 3 weeks led to an impairment of cardiac performance with a decline in ejection fraction, wall thickening, systolic index and fractional shortening in both age groups but with a higher extent in the group of adolescent mice. However, after a hormonal treatment cessation of 3 weeks, only young mice are able to partly restore cardiac performance in contrast to adult mice lacking this recovery potential and therefore indicating a presence of chronically developed heart pathology.


Subject(s)
Heart/physiopathology , Hyperthyroidism/chemically induced , Hyperthyroidism/physiopathology , Ventricular Function, Left , Animals , Female , Heart/drug effects , Mice, Inbred C57BL , Myocytes, Cardiac/drug effects , Myocytes, Cardiac/metabolism , Myocytes, Cardiac/pathology , Systole/drug effects , Triiodothyronine/administration & dosage , Triiodothyronine/pharmacology , Ventricular Function, Left/drug effects
18.
Neuroimage ; 96: 203-15, 2014 Aug 01.
Article in English | MEDLINE | ID: mdl-24718287

ABSTRACT

Understanding the intrinsic circuit-level functional organization of the brain has benefited tremendously from the advent of resting-state fMRI (rsfMRI). In humans, resting-state functional network has been consistently mapped and its alterations have been shown to correlate with symptomatology of various neurological or psychiatric disorders. To date, deciphering the mouse brain functional connectivity (MBFC) with rsfMRI remains a largely underexplored research area, despite the plethora of human brain disorders that can be modeled in this specie. To pave the way from pre-clinical to clinical investigations we characterized here the intrinsic architecture of mouse brain functional circuitry, based on rsfMRI data acquired at 7T using the Cryoprobe technology. High-dimensional spatial group independent component analysis demonstrated fine-grained segregation of cortical and subcortical networks into functional clusters, overlapping with high specificity onto anatomical structures, down to single gray matter nuclei. These clusters, showing a high level of stability and reliability in their patterning, formed the input elements for computing the MBFC network using partial correlation and graph theory. Its topological architecture conserved the fundamental characteristics described for the human and rat brain, such as small-worldness and partitioning into functional modules. Our results additionally showed inter-modular interactions via "network hubs". Each major functional system (motor, somatosensory, limbic, visual, autonomic) was found to have representative hubs that might play an important input/output role and form a functional core for information integration. Moreover, the rostro-dorsal hippocampus formed the highest number of relevant connections with other brain areas, highlighting its importance as core structure for MBFC.


Subject(s)
Brain/physiology , Connectome/methods , Image Enhancement/methods , Magnetic Resonance Imaging/methods , Nerve Net/physiology , Rest/physiology , Animals , Brain/anatomy & histology , Female , Image Interpretation, Computer-Assisted/methods , Mice , Mice, Inbred C57BL , Nerve Net/anatomy & histology , Reproducibility of Results , Sensitivity and Specificity
19.
Dis Model Mech ; 7(4): 459-69, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24524910

ABSTRACT

Recent studies correlate chronic Toxoplasma gondii (T. gondii) infection with behavioral changes in rodents; additionally, seropositivity in humans is reported to be associated with behavioral and neuropsychiatric diseases. In this study we investigated whether the described behavioral changes in a murine model of chronic toxoplasmosis are associated with changes in synaptic plasticity and brain neuronal circuitry. In mice chronically infected with T. gondii, magnetic resonance imaging (MRI) data analysis displayed the presence of heterogeneous lesions scattered throughout all brain areas. However, a higher density of lesions was observed within specific regions such as the somatosensory cortex (SSC). Further histopathological examination of these brain areas indicated the presence of activated resident glia and recruited immune cells accompanied by limited alterations of neuronal viability. In vivo diffusion-tensor MRI analysis of neuronal fiber density within the infected regions revealed connectivity abnormalities in the SSC. Altered fiber density was confirmed by morphological analysis of individual, pyramidal and granule neurons, showing a reduction in dendritic arbor and spine density within the SSC, as well as in the hippocampus. Evaluation of synapse efficacy revealed diminished levels of two key synaptic proteins, PSD95 and synaptophysin, within the same brain areas, indicating deficits in functionality of the synaptic neurotransmission in infected mice. Our results demonstrate that persistent T. gondii infection in a murine model results in synaptic deficits within brain structures leading to disturbances in the morphology of noninfected neurons and modified brain connectivity, suggesting a potential explanation for the behavioral and neuropsychiatric alterations.


Subject(s)
Nerve Net/physiopathology , Toxoplasmosis, Animal/physiopathology , Animals , Axons/pathology , Chronic Disease , Dendrites/pathology , Disks Large Homolog 4 Protein , Female , Guanylate Kinases/metabolism , Hippocampus/parasitology , Hippocampus/pathology , Hippocampus/physiopathology , Magnetic Resonance Imaging , Membrane Proteins/metabolism , Mice , Nerve Net/pathology , Pyramidal Cells/metabolism , Pyramidal Cells/pathology , Synapses/metabolism , Synapses/pathology , Synaptophysin/metabolism , Toxoplasmosis, Animal/parasitology , Toxoplasmosis, Animal/pathology
20.
J Synchrotron Radiat ; 21(Pt 1): 242-50, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24365943

ABSTRACT

Gold nanoparticles are excellent intracellular markers in X-ray imaging. Having shown previously the suitability of gold nanoparticles to detect small groups of cells with the synchrotron-based computed tomography (CT) technique both ex vivo and in vivo, it is now demonstrated that even single-cell resolution can be obtained in the brain at least ex vivo. Working in a small animal model of malignant brain tumour, the image quality obtained with different imaging modalities was compared. To generate the brain tumour, 1 × 10(5) C6 glioma cells were loaded with gold nanoparticles and implanted in the right cerebral hemisphere of an adult rat. Raw data were acquired with absorption X-ray CT followed by a local tomography technique based on synchrotron X-ray absorption yielding single-cell resolution. The reconstructed synchrotron X-ray images were compared with images obtained by small animal magnetic resonance imaging. The presence of gold nanoparticles in the tumour tissue was verified in histological sections.


Subject(s)
Brain/cytology , Gold/chemistry , Metal Nanoparticles , Single-Cell Analysis , Synchrotrons , Tomography, X-Ray Computed/methods , Animals , Brain Neoplasms/pathology , Glioma/pathology , Magnetic Resonance Imaging , Rats , Rats, Wistar
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