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1.
Hum Brain Mapp ; 45(10): e26776, 2024 Jul 15.
Article de Anglais | MEDLINE | ID: mdl-38958131

RÉSUMÉ

Recent studies in Parkinson's disease (PD) patients reported disruptions in dynamic functional connectivity (dFC, i.e., a characterization of spontaneous fluctuations in functional connectivity over time). Here, we assessed whether the integrity of striatal dopamine terminals directly modulates dFC metrics in two separate PD cohorts, indexing dopamine-related changes in large-scale brain network dynamics and its implications in clinical features. We pooled data from two disease-control cohorts reflecting early PD. From the Parkinson's Progression Marker Initiative (PPMI) cohort, resting-state functional magnetic resonance imaging (rsfMRI) and dopamine transporter (DaT) single-photon emission computed tomography (SPECT) were available for 63 PD patients and 16 age- and sex-matched healthy controls. From the clinical research group 219 (KFO) cohort, rsfMRI imaging was available for 52 PD patients and 17 age- and sex-matched healthy controls. A subset of 41 PD patients and 13 healthy control subjects additionally underwent 18F-DOPA-positron emission tomography (PET) imaging. The striatal synthesis capacity of 18F-DOPA PET and dopamine terminal quantity of DaT SPECT images were extracted for the putamen and the caudate. After rsfMRI pre-processing, an independent component analysis was performed on both cohorts simultaneously. Based on the derived components, an individual sliding window approach (44 s window) and a subsequent k-means clustering were conducted separately for each cohort to derive dFC states (reemerging intra- and interindividual connectivity patterns). From these states, we derived temporal metrics, such as average dwell time per state, state attendance, and number of transitions and compared them between groups and cohorts. Further, we correlated these with the respective measures for local dopaminergic impairment and clinical severity. The cohorts did not differ regarding age and sex. Between cohorts, PD groups differed regarding disease duration, education, cognitive scores and L-dopa equivalent daily dose. In both cohorts, the dFC analysis resulted in three distinct states, varying in connectivity patterns and strength. In the PPMI cohort, PD patients showed a lower state attendance for the globally integrated (GI) state and a lower number of transitions than controls. Significantly, worse motor scores (Unified Parkinson's Disease Rating Scale Part III) and dopaminergic impairment in the putamen and the caudate were associated with low average dwell time in the GI state and a low total number of transitions. These results were not observed in the KFO cohort: No group differences in dFC measures or associations between dFC variables and dopamine synthesis capacity were observed. Notably, worse motor performance was associated with a low number of bidirectional transitions between the GI and the lesser connected (LC) state across the PD groups of both cohorts. Hence, in early PD, relative preservation of motor performance may be linked to a more dynamic engagement of an interconnected brain state. Specifically, those large-scale network dynamics seem to relate to striatal dopamine availability. Notably, most of these results were obtained only for one cohort, suggesting that dFC is impacted by certain cohort features like educational level, or disease severity. As we could not pinpoint these features with the data at hand, we suspect that other, in our case untracked, demographical features drive connectivity dynamics in PD. PRACTITIONER POINTS: Exploring dopamine's role in brain network dynamics in two Parkinson's disease (PD) cohorts, we unraveled PD-specific changes in dynamic functional connectivity. Results in the Parkinson's Progression Marker Initiative (PPMI) and the KFO cohort suggest motor performance may be linked to a more dynamic engagement and disengagement of an interconnected brain state. Results only in the PPMI cohort suggest striatal dopamine availability influences large-scale network dynamics that are relevant in motor control.


Sujet(s)
Corps strié , Transporteurs de la dopamine , Dopamine , Imagerie par résonance magnétique , Maladie de Parkinson , Tomographie par émission de positons , Tomographie par émission monophotonique , Humains , Maladie de Parkinson/imagerie diagnostique , Maladie de Parkinson/métabolisme , Maladie de Parkinson/physiopathologie , Femelle , Mâle , Adulte d'âge moyen , Sujet âgé , Dopamine/métabolisme , Transporteurs de la dopamine/métabolisme , Corps strié/imagerie diagnostique , Corps strié/métabolisme , Corps strié/physiopathologie , Études de cohortes , Dopa/analogues et dérivés , Connectome , Réseau nerveux/imagerie diagnostique , Réseau nerveux/métabolisme , Réseau nerveux/physiopathologie
2.
Nat Commun ; 15(1): 5551, 2024 Jul 02.
Article de Anglais | MEDLINE | ID: mdl-38956067

RÉSUMÉ

Genetically-encoded dopamine (DA) sensors enable high-resolution imaging of DA release, but their ability to detect a wide range of extracellular DA levels, especially tonic versus phasic DA release, is limited by their intrinsic affinity. Here we show that a human-selective dopamine receptor positive allosteric modulator (PAM) can be used to boost sensor affinity on-demand. The PAM enhances DA detection sensitivity across experimental preparations (in vitro, ex vivo and in vivo) via one-photon or two-photon imaging. In vivo photometry-based detection of optogenetically-evoked DA release revealed that DETQ administration produces a stable 31 minutes window of potentiation without effects on animal behavior. The use of the PAM revealed region-specific and metabolic state-dependent differences in tonic DA levels and enhanced single-trial detection of behavior-evoked phasic DA release in cortex and striatum. Our chemogenetic strategy can potently and flexibly tune DA imaging sensitivity and reveal multi-modal (tonic/phasic) DA signaling across preparations and imaging approaches.


Sujet(s)
Dopamine , Optogénétique , Dopamine/métabolisme , Animaux , Humains , Optogénétique/méthodes , Souris , Mâle , Corps strié/métabolisme , Corps strié/imagerie diagnostique , Récepteurs dopaminergiques/métabolisme , Récepteurs dopaminergiques/génétique , Souris de lignée C57BL , Régulation allostérique , Photométrie/méthodes , Cellules HEK293
3.
J Psychopharmacol ; 38(6): 515-525, 2024 Jun.
Article de Anglais | MEDLINE | ID: mdl-38853592

RÉSUMÉ

BACKGROUND: A better understanding of the mechanisms underlying cognitive impairment in schizophrenia is imperative, as it causes poor functional outcomes and a lack of effective treatments. AIMS: This study aimed to investigate the relationships of two proposed main pathophysiology of schizophrenia, altered prefrontal-striatal connectivity and the dopamine system, with cognitive impairment and their interactions. METHODS: Thirty-three patients with schizophrenia and 27 healthy controls (HCs) who are right-handed and matched for age and sex were recruited. We evaluated their cognition, functional connectivity (FC) between the dorsolateral prefrontal cortex (DLPFC)/middle frontal gyrus (MiFG) and striatum, and the availability of striatal dopamine transporter (DAT) using a cognitive battery investigating attention, memory, and executive function, resting-state functional magnetic resonance imaging with group independent component analysis and single-photon emission computed tomography with 99mTc-TRODAT. RESULTS: Patients with schizophrenia exhibited poorer cognitive performance, reduced FC between DLPFC/MiFG and the caudate nucleus (CN) or putamen, decreased DAT availability in the left CN, and decreased right-left DAT asymmetry in the CN compared to HCs. In patients with schizophrenia, altered imaging markers are associated with cognitive impairments, especially the relationship between DLPFC/MiFG-putamen FC and attention and between DAT asymmetry in the CN and executive function. CONCLUSIONS: This study is the first to demonstrate how prefrontal-striatal hypoconnectivity and altered striatal DAT markers are associated with different domains of cognitive impairment in schizophrenia. More research is needed to evaluate their complex relationships and potential therapeutic implications.


Sujet(s)
Dysfonctionnement cognitif , Corps strié , Transporteurs de la dopamine , Imagerie par résonance magnétique , Schizophrénie , Tomographie par émission monophotonique , Humains , Mâle , Femelle , Schizophrénie/physiopathologie , Schizophrénie/métabolisme , Schizophrénie/imagerie diagnostique , Adulte , Dysfonctionnement cognitif/physiopathologie , Dysfonctionnement cognitif/métabolisme , Dysfonctionnement cognitif/étiologie , Dysfonctionnement cognitif/imagerie diagnostique , Corps strié/métabolisme , Corps strié/imagerie diagnostique , Corps strié/physiopathologie , Transporteurs de la dopamine/métabolisme , Dopamine/métabolisme , Cortex préfrontal/métabolisme , Cortex préfrontal/imagerie diagnostique , Cortex préfrontal/physiopathologie , Cortex préfrontal dorsolatéral/métabolisme , Études cas-témoins , Adulte d'âge moyen , Fonction exécutive/physiologie , Tests neuropsychologiques , Jeune adulte
4.
J Nucl Med Technol ; 52(2): 137-143, 2024 Jun 05.
Article de Anglais | MEDLINE | ID: mdl-38839126

RÉSUMÉ

Ethnic differences exist among patients with Parkinson disease (PD). PD is more common in the White than the African American population. This study aimed to explore whether differences exist in [123I]ioflupane binding, which reflects dopamine transporter binding, between African American and White individuals. Methods: Medical charts were reviewed for patients who underwent [123I]ioflupane SPECT imaging as part of routine practice in a single academic medical center. All images were visually graded as showing normal or abnormal presynaptic dopaminergic function (normal or abnormal scan status). Quantitative [123I]ioflupane uptake as measured by the specific binding ratios in the right and left striata and their subregions (caudate nucleus and anterior and posterior putamen) and by bilateral putamen-to-caudate ratios were compared between African American and White patients using multiple linear regression adjusted for age, sex, and abnormal scan status. Additional models included an ethnicity-by-abnormal-scan-status interaction term to determine whether abnormal scan status was modulated by ethnicity effect. Results: The percentage of patients with abnormal scan status was comparable between African American and White patients. Compared with White patients (n = 173), African American patients (n = 82) had statistically significantly higher uptake as measured by specific binding ratios in the right and left striata and some of their subregions (right and left caudate nuclei and right posterior putamen). Ethnicity-by-abnormal-scan-status interactions were not statistically supported for any models. Conclusion: We observed differences in [123I]ioflupane binding between African American and White patients independent of presynaptic dopaminergic dysfunction status. Future studies are needed to examine whether and how ethnicity affects dopamine transporter binding activities and its clinical relevance.


Sujet(s)
, Nortropanes , Tomographie par émission monophotonique , , Humains , Nortropanes/pharmacocinétique , Mâle , Femelle , Sujet âgé , Adulte d'âge moyen , Néostriatum/imagerie diagnostique , Néostriatum/métabolisme , Corps strié/imagerie diagnostique , Corps strié/métabolisme , Maladie de Parkinson/métabolisme , Maladie de Parkinson/imagerie diagnostique , Études rétrospectives
5.
Addict Biol ; 29(6): e13424, 2024 06.
Article de Anglais | MEDLINE | ID: mdl-38899357

RÉSUMÉ

BACKGROUND: The association of impaired dopaminergic neurotransmission with the development and maintenance of alcohol use disorder is well known. More specifically, reduced dopamine D2/3 receptors in the striatum of subjects with alcohol dependence (AD) compared to healthy controls have been found in previous studies. Furthermore, alterations of gamma-aminobutyric acid (GABA) and glutamate (Glu) levels in the anterior cingulate cortex (ACC) of AD subjects have been documented in several studies. However, the interaction between cortical Glu levels and striatal dopamine D2/3 receptors has not been investigated in AD thus far. METHODS: This study investigated dopamine D2/3 receptor availability via 18F-fallypride positron emission tomography (PET) and GABA as well as Glu levels via magnetic resonance spectroscopy (MRS) in 19 detoxified AD subjects, 18 healthy controls (low risk, LR) controls and 19 individuals at high risk (HR) for developing AD, carefully matched for sex, age and smoking status. RESULTS: We found a significant negative correlation between GABA levels in the ACC and dopamine D2/3 receptor availability in the associative striatum of LR but not in AD or HR individuals. Contrary to our expectations, we did not observe a correlation between Glu concentrations in the ACC and striatal D2/3 receptor availability. CONCLUSIONS: The results may reflect potential regulatory cortical mechanisms on mesolimbic dopamine receptors and their disruption in AD and individuals at high risk, mirroring complex neurotransmitter interactions associated with the pathogenesis of addiction. This is the first study combining 18F-fallypride PET and MRS in AD subjects and individuals at high risk.


Sujet(s)
Alcoolisme , Gyrus du cingulum , Spectroscopie par résonance magnétique , Tomographie par émission de positons , Récepteur D2 de la dopamine , Récepteur D3 de la dopamine , Acide gamma-amino-butyrique , Humains , Gyrus du cingulum/métabolisme , Gyrus du cingulum/imagerie diagnostique , Mâle , Alcoolisme/métabolisme , Alcoolisme/imagerie diagnostique , Récepteur D2 de la dopamine/métabolisme , Adulte , Femelle , Récepteur D3 de la dopamine/métabolisme , Acide gamma-amino-butyrique/métabolisme , Adulte d'âge moyen , Corps strié/métabolisme , Corps strié/imagerie diagnostique , Études cas-témoins , Acide glutamique/métabolisme , Benzamides
6.
Soc Cogn Affect Neurosci ; 19(1)2024 Jun 17.
Article de Anglais | MEDLINE | ID: mdl-38779870

RÉSUMÉ

Aberrant levels of reward sensitivity have been linked to substance use disorder and are characterized by alterations in reward processing in the ventral striatum (VS). Less is known about how reward sensitivity and subclinical substance use relate to striatal function during social rewards (e.g. positive peer feedback). Testing this relation is critical for predicting risk for development of substance use disorder. In this pre-registered study, participants (N = 44) underwent fMRI while completing well-matched tasks that assess neural response to reward in social and monetary domains. Contrary to our hypotheses, aberrant reward sensitivity blunted the relationship between substance use and striatal activation during receipt of rewards, regardless of domain. Moreover, exploratory whole-brain analyses showed unique relations between substance use and social rewards in temporoparietal junction. Psychophysiological interactions demonstrated that aberrant reward sensitivity is associated with increased connectivity between the VS and ventromedial prefrontal cortex during social rewards. Finally, we found that substance use was associated with decreased connectivity between the VS and dorsomedial prefrontal cortex for social rewards, independent of reward sensitivity. These findings demonstrate nuanced relations between reward sensitivity and substance use, even among those without substance use disorder, and suggest altered reward-related engagement of cortico-VS responses as potential predictors of developing disordered behavior.


Sujet(s)
Imagerie par résonance magnétique , Récompense , Troubles liés à une substance , Humains , Mâle , Femelle , Imagerie par résonance magnétique/méthodes , Jeune adulte , Troubles liés à une substance/physiopathologie , Troubles liés à une substance/psychologie , Troubles liés à une substance/imagerie diagnostique , Adulte , Adolescent , Cortex préfrontal/physiologie , Cortex préfrontal/physiopathologie , Cortex préfrontal/imagerie diagnostique , Striatum ventral/physiopathologie , Striatum ventral/physiologie , Striatum ventral/imagerie diagnostique , Voies nerveuses/physiologie , Voies nerveuses/physiopathologie , Cartographie cérébrale/méthodes , Comportement social , Corps strié/imagerie diagnostique , Corps strié/physiopathologie , Corps strié/physiologie
7.
Addict Biol ; 29(5): e13399, 2024 05.
Article de Anglais | MEDLINE | ID: mdl-38711213

RÉSUMÉ

Excessive use of the internet, which is a typical scenario of self-control failure, could lead to potential consequences such as anxiety, depression, and diminished academic performance. However, the underlying neuropsychological mechanisms remain poorly understood. This study aims to investigate the structural basis of self-control and internet addiction. In a cohort of 96 internet gamers, we examined the relationships among grey matter volume and white matter integrity within the frontostriatal circuits and internet addiction severity, as well as self-control measures. The results showed a significant and negative correlation between dACC grey matter volume and internet addiction severity (p < 0.001), but not with self-control. Subsequent tractography from the dACC to the bilateral ventral striatum (VS) was conducted. The fractional anisotropy (FA) and radial diffusivity of dACC-right VS pathway was negatively (p = 0.011) and positively (p = 0.020) correlated with internet addiction severity, respectively, and the FA was also positively correlated with self-control (p = 0.036). These associations were not observed for the dACC-left VS pathway. Further mediation analysis demonstrated a significant complete mediation effect of self-control on the relationship between FA of the dACC-right VS pathway and internet addiction severity. Our findings suggest that the dACC-right VS pathway is a critical neural substrate for both internet addiction and self-control. Deficits in this pathway may lead to impaired self-regulation over internet usage, exacerbating the severity of internet addiction.


Sujet(s)
Imagerie par tenseur de diffusion , Substance grise , Dépendance à Internet , Sang-froid , Substance blanche , Humains , Substance blanche/imagerie diagnostique , Substance blanche/anatomopathologie , Mâle , Dépendance à Internet/imagerie diagnostique , Dépendance à Internet/physiopathologie , Femelle , Imagerie par tenseur de diffusion/méthodes , Adulte , Jeune adulte , Substance grise/imagerie diagnostique , Substance grise/anatomopathologie , Striatum ventral/imagerie diagnostique , Striatum ventral/physiopathologie , Striatum ventral/anatomopathologie , Indice de gravité de la maladie , Voies nerveuses/imagerie diagnostique , Voies nerveuses/physiopathologie , Corps strié/imagerie diagnostique , Corps strié/anatomopathologie , Corps strié/physiopathologie , Internet , Lobe frontal/imagerie diagnostique , Lobe frontal/anatomopathologie , Lobe frontal/physiopathologie
8.
Article de Anglais | MEDLINE | ID: mdl-38692473

RÉSUMÉ

BACKGROUND: The basal ganglia are important structures for the release of dopamine in the limbic circuits of the midbrain, and the striatum and globus pallidus are the major nuclei of the basal ganglia, and the dysfunction of these regions has been the basis of many models that have attempted to explain the underlying mechanisms of schizophrenia symptoms. The purpose of this study was to investigate the changes in the volume of the striatum subregion and globus pallidus in three different stages of schizophrenia, and to analyze whether these volume changes were related to antipsychotic drugs and schizophrenia symptoms. METHODS: In this study, we investigated the volume of the striatum and globus pallidus in patients with schizophrenia at three different stages. The study included 57 patients with first-episode schizophrenia (FSZ), 51 patients with early-stage schizophrenia (ESZ), 86 patients with chronic schizophrenia (CSZ), and 191 healthy controls (HC), all of whom underwent structured magnetic resonance imaging (MRI) scans. Covariance analysis was performed using SPSS 26.0 was used for covariance analysis to determine whether there were significant differences in striatal subregion and globus pallidus volume between groups, and stratified analysis was used to further eliminate the effect of age on brain volume. Finally, the correlation analysis between the region of interest and the cumulative dose of antipsychotic drugs and psychotic symptoms was performed. RESULTS: The comparison between the different stages of the illness showed significant volume differences in the left caudate nucleus (lCAU) (F = 2.665, adjusted p = 0.048), left putamen (lPUT) (F = 12.749, adjusted p < 0.001), left pallidum (lPAL) (F = 41.111, adjusted p < 0.001), and right pallidum (rPAL) (F = 14.479, adjusted p < 0.001). Post-hoc analysis with corrections showed that the volume differences in the lCAU subregion disappeared. Further stratified analysis controlling for age showed that compared with the HC, the lPAL (t = 4.347, p < 0.001) was initially significantly enlarged in the FSZ group, the lPUT (t = 4.493, p < 0.001), rPUT (t = 2.190, p = 0.031), lPAL (t = 7.894, p < 0.001), and rPAL (t = 4.983, p < 0.001) volumes were all significantly increased in the ESZ group, and the lPUT (t = 3.314, p = 0.002), lPAL (t = 6.334, p < 0.001), and rPAL (t = 3.604, p < 0.001) subregion volumes were also significantly increased in the CSZ group. Correlation analysis showed that lPUT and bilateral globus pallidus were associated with cumulative dose of antipsychotics, but were not associated with clinical symptoms in each subregion. CONCLUSION: The findings suggest that different subregions of the striatum and globus pallidus show significant volume differences at different stages of schizophrenia compared to HC. These volume differences may be strong radiographic evidence for schizophrenia. In addition, the lPAL was the only significantly different brain region observed in the FSZ group, suggesting that it may be a sensitive indicator of early brain structural changes in schizophrenia. Finally, our findings support the hypothesis that antipsychotic drugs have an effect on the volume of brain structures.


Sujet(s)
Neuroleptiques , Corps strié , Globus pallidus , Imagerie par résonance magnétique , Schizophrénie , Humains , Schizophrénie/anatomopathologie , Schizophrénie/imagerie diagnostique , Globus pallidus/imagerie diagnostique , Globus pallidus/anatomopathologie , Mâle , Femelle , Adulte , Études rétrospectives , Corps strié/imagerie diagnostique , Corps strié/anatomopathologie , Jeune adulte , Neuroleptiques/usage thérapeutique , Adulte d'âge moyen , Évolution de la maladie
9.
Hippocampus ; 34(7): 310-326, 2024 Jul.
Article de Anglais | MEDLINE | ID: mdl-38721743

RÉSUMÉ

Classic research has shown a division in the neuroanatomical structures that support flexible (e.g., short-cutting) and habitual (e.g., familiar route following) navigational behavior, with hippocampal-caudate systems associated with the former and putamen systems with the latter. There is, however, disagreement about whether the neural structures involved in navigation process particular forms of spatial information, such as associations between constellations of cues forming a cognitive map, versus single landmark-action associations, or alternatively, perform particular reinforcement learning algorithms that allow the use of different spatial strategies, so-called model-based (flexible) or model-free (habitual) forms of learning. We sought to test these theories by asking participants (N = 24) to navigate within a virtual environment through a previously learned, 9-junction route with distinctive landmarks at each junction while undergoing functional magnetic resonance imaging (fMRI). In a series of probe trials, we distinguished knowledge of individual landmark-action associations along the route versus knowledge of the correct sequence of landmark-action associations, either by having absent landmarks, or "out-of-sequence" landmarks. Under a map-based perspective, sequence knowledge would not require hippocampal systems, because there are no constellations of cues available for cognitive map formation. Within a learning-based model, however, responding based on knowledge of sequence would require hippocampal systems because prior context has to be utilized. We found that hippocampal-caudate systems were more active in probes requiring sequence knowledge, supporting the learning-based model. However, we also found greater putamen activation in probes where navigation based purely on sequence memory could be planned, supporting models of putamen function that emphasize its role in action sequencing.


Sujet(s)
Hippocampe , Imagerie par résonance magnétique , Navigation spatiale , Humains , Navigation spatiale/physiologie , Hippocampe/physiologie , Hippocampe/imagerie diagnostique , Mâle , Imagerie par résonance magnétique/méthodes , Femelle , Jeune adulte , Adulte , Corps strié/physiologie , Corps strié/imagerie diagnostique , Cartographie cérébrale/méthodes , Réalité de synthèse , Signaux
10.
Synapse ; 78(4): e22294, 2024 Jul.
Article de Anglais | MEDLINE | ID: mdl-38813759

RÉSUMÉ

Major depressive disorder is one of the most prevalent mental health disorders, posing a global socioeconomic burden. Conventional antidepressant treatments have a slow onset of action, and 30% of patients show no clinically significant treatment response. The recently approved fast-acting antidepressant S-ketamine, an N-methyl-D-aspartate receptor antagonist, provides a new approach for treatment-resistant patients. However, knowledge of S-ketamine's mechanism of action is still being established. Depressed human subjects have lower striatal dopamine transporter (DAT) availability compared to healthy controls. Rodent studies report increased striatal dopamine concentration in response to acute ketamine administration. In vivo [18F]FE-PE2I ([18F]-(E)-N-(3-iodoprop-2-enyl)-2ß-carbofluoroethoxy-3ß-(4'-methyl-phenyl) nortropane) positron emission tomography (PET) imaging of the DAT has not previously been applied to assess the effect of acute subanesthetic S-ketamine administration on DAT availability. We applied translational in vivo [18F]FE-PE2I PET imaging of the DAT in healthy female rats to evaluate whether an acute subanesthetic intraperitoneal dose of 15 mg/kg S-ketamine alters DAT availability. We also performed [3H]GBR-12935 autoradiography on postmortem brain sections. We found no effect of acute S-ketamine administration on striatal DAT binding using [18F]FE-PE2I PET or [3H]GBR-12935 autoradiography. This negative result does not support the hypothesis that DAT changes are associated with S-ketamine's rapid antidepressant effects, but additional studies are warranted.


Sujet(s)
Corps strié , Transporteurs de la dopamine , Kétamine , Rat Sprague-Dawley , Animaux , Kétamine/pharmacologie , Transporteurs de la dopamine/métabolisme , Transporteurs de la dopamine/effets des médicaments et des substances chimiques , Femelle , Corps strié/métabolisme , Corps strié/effets des médicaments et des substances chimiques , Corps strié/imagerie diagnostique , Rats , Tomographie par émission de positons , Autoradiographie
11.
Neuroimage ; 294: 120631, 2024 Jul 01.
Article de Anglais | MEDLINE | ID: mdl-38701993

RÉSUMÉ

INTRODUCTION: Spatial normalization is a prerequisite step for the quantitative analysis of SPECT or PET brain images using volume-of-interest (VOI) template or voxel-based analysis. MRI-guided spatial normalization is the gold standard, but the wide use of PET/CT or SPECT/CT in routine clinical practice makes CT-guided spatial normalization a necessary alternative. Ventricular enlargement is observed with aging, and it hampers the spatial normalization of the lateral ventricles and striatal regions, limiting their analysis. The aim of the present study was to propose a robust spatial normalization method based on CT scans that takes into account features of the aging brain to reduce bias in the CT-guided striatal analysis of SPECT images. METHODS: We propose an enhanced CT-guided spatial normalization pipeline based on SPM12. Performance of the proposed pipeline was assessed on visually normal [123I]-FP-CIT SPECT/CT images. SPM12 default CT-guided spatial normalization was used as reference method. The metrics assessed were the overlap between the spatially normalized lateral ventricles and caudate/putamen VOIs, and the computation of caudate and putamen specific binding ratios (SBR). RESULTS: In total 231 subjects (mean age ± SD = 61.9 ± 15.5 years) were included in the statistical analysis. The mean overlap between the spatially normalized lateral ventricles of subjects and the caudate VOI and the mean SBR of caudate were respectively 38.40 % (± SD = 19.48 %) of the VOI and 1.77 (± 0.79) when performing SPM12 default spatial normalization. The mean overlap decreased to 9.13 % (± SD = 1.41 %, P < 0.001) of the VOI and the SBR of caudate increased to 2.38 (± 0.51, P < 0.0001) when performing the proposed pipeline. Spatially normalized lateral ventricles did not overlap with putamen VOI using either method. The mean putamen SBR value derived from the proposed spatial normalization (2.75 ± 0.54) was not significantly different from that derived from the default SPM12 spatial normalization (2.83 ± 0.52, P > 0.05). CONCLUSION: The automatic CT-guided spatial normalization used herein led to a less biased spatial normalization of SPECT images, hence an improved semi-quantitative analysis. The proposed pipeline could be implemented in clinical routine to perform a more robust SBR computation using hybrid imaging.


Sujet(s)
Corps strié , Humains , Mâle , Femelle , Adulte d'âge moyen , Sujet âgé , Adulte , Corps strié/imagerie diagnostique , Corps strié/métabolisme , Tomodensitométrie/méthodes , Tomodensitométrie/normes , Tomographie par émission monophotonique/méthodes , Ventricules cérébraux/imagerie diagnostique , Ventricules cérébraux/métabolisme , Traitement d'image par ordinateur/méthodes , Tropanes
12.
J Parkinsons Dis ; 14(4): 823-831, 2024.
Article de Anglais | MEDLINE | ID: mdl-38640171

RÉSUMÉ

Background: Rapid eye movement sleep behavior disorder (RBD) may precede or follow motor symptoms in Parkinson's disease (PD). While over 70% of idiopathic RBD cases phenoconvert within a decade, a small subset develops PD after a more extended period or remains nonconverted. These heterogeneous manifestations of RBD in PD prompt subtype investigations. Premotor RBD may signify "body-first" PD with bottom-up, symmetric synucleinopathy propagation. Objective: Explore brainstem and nigrostriatal monoaminergic degeneration pattern differences based on premotor RBD presence and duration in de novo PD patients. Methods: In a cross-sectional analysis of de novo PD patients (n = 150) undergoing FP-CIT PET and RBD Single-Question Screen, the cohort was categorized into groups with and without premotor RBD (PDRBD +/-), with further classification of PDRBD + based on a 10-year duration of premotor RBD. Analysis of FP-CIT binding in the striatum and pons, striatal asymmetry, and striatum-to-pons ratios compared patterns of nigrostriatal and brainstem monoaminergic degeneration. Results: PDRBD + exhibited more severe and symmetrical striatal dopaminergic denervation compared to PDRBD-, with the difference in severity accentuated in the least-affected hemisphere. The PDRBD +<10Y subgroup displayed the most prominent striatal symmetry, supporting a more homogeneous "body-first" subtype. Pontine uptakes remained lower in PDRBD + even after adjusting for striatal uptake, suggesting early degeneration of pontine monoaminergic nuclei. Conclusions: Premotor RBD in PD is associated with severe, symmetrical nigrostriatal and brainstem monoaminergic degeneration, especially in cases with PD onset within 10 years of RBD. This supports the concept of a "widespread, bottom-up" pathophysiological mechanism associated with premotor RBD in PD.


Sujet(s)
Maladie de Parkinson , Tomographie par émission de positons , Trouble du comportement en sommeil paradoxal , Humains , Trouble du comportement en sommeil paradoxal/métabolisme , Trouble du comportement en sommeil paradoxal/étiologie , Trouble du comportement en sommeil paradoxal/imagerie diagnostique , Trouble du comportement en sommeil paradoxal/anatomopathologie , Maladie de Parkinson/complications , Maladie de Parkinson/métabolisme , Maladie de Parkinson/imagerie diagnostique , Maladie de Parkinson/anatomopathologie , Maladie de Parkinson/physiopathologie , Mâle , Sujet âgé , Femelle , Adulte d'âge moyen , Études transversales , Corps strié/métabolisme , Corps strié/imagerie diagnostique , Corps strié/anatomopathologie , Tronc cérébral/imagerie diagnostique , Tronc cérébral/métabolisme , Tronc cérébral/anatomopathologie , Tropanes , Substantia nigra/imagerie diagnostique , Substantia nigra/métabolisme , Substantia nigra/anatomopathologie
13.
Neuroimage Clin ; 42: 103605, 2024.
Article de Anglais | MEDLINE | ID: mdl-38640802

RÉSUMÉ

BACKGROUND: MR-guided focused ultrasound (MRgFUS) thalamotomy is a novel and effective treatment for medication-refractory tremor in essential tremor (ET), but how the brain responds to this deliberate lesion is not clear. OBJECTIVE: The current study aimed to evaluate the immediate and longitudinal alterations of functional networks after MRgFUS thalamotomy. METHODS: We retrospectively obtained preoperative and postoperative 30-day, 90-day, and 180-day data of 31 ET patients subjected with MRgFUS thalamotomy from 2018 to 2020. Their archived resting-state functional MRI data were used for functional network comparison as well as graph-theory metrics analysis. Both partial least squares (PLS) regression and linear regression were conducted to associate functional features to tremor symptoms. RESULTS: MRgFUS thalamotomy dramatically abolished tremors, while global functional network only sustained immediate fluctuation within one week after the surgery. Network-based statistics have identified a long-term enhanced corticostriatal subnetwork by comparison between 180-day and preoperative data (P = 0.019). Within this subnetwork, network degree, global efficiency and transitivity were significantly recovered in ET patients right after MRgFUS thalamotomy compared to the pre-operative timepoint (P < 0.05), as well as hemisphere lateralization (P < 0.001). The PLS main component significantly accounted for 33.68 % and 34.16 % of the total variances of hand tremor score and clinical rating scale for tremor (CRST)-total score (P = 0.037 and 0.027). Network transitivity of this subnetwork could serve as a reliable biomarker for hand tremor score control prediction at 180-day after the surgery (ß = 2.94, P = 0.03). CONCLUSION: MRgFUS thalamotomy promoted corticostriatal connectivity activation correlated with tremor improvement in ET patient after MRgFUS thalamotomy.


Sujet(s)
Tremblement essentiel , Imagerie par résonance magnétique , Thalamus , Humains , Thalamus/imagerie diagnostique , Thalamus/chirurgie , Thalamus/physiopathologie , Femelle , Mâle , Tremblement essentiel/chirurgie , Tremblement essentiel/imagerie diagnostique , Tremblement essentiel/physiopathologie , Sujet âgé , Adulte d'âge moyen , Imagerie par résonance magnétique/méthodes , Études rétrospectives , Réseau nerveux/imagerie diagnostique , Réseau nerveux/physiopathologie , Corps strié/imagerie diagnostique , Corps strié/chirurgie , Corps strié/physiopathologie , Cortex cérébral/imagerie diagnostique , Cortex cérébral/physiopathologie , Cortex cérébral/chirurgie , Voies nerveuses/physiopathologie , Voies nerveuses/imagerie diagnostique
14.
Cereb Cortex ; 34(4)2024 Apr 01.
Article de Anglais | MEDLINE | ID: mdl-38602741

RÉSUMÉ

Studies of the development and asymmetry of the corpus striatum and thalamus in early childhood are rare. Studies investigating these structures across the lifespan have not presented their changes during childhood and adolescence in detail. For these reasons, this study investigated the effect of age and sex factors on the development and asymmetry of the corpus striatum and thalamus in the 1-18 age group. In this retrospective study, we included 652 individuals [362 (56%) males] aged 1-18 years with normal brain MRI between 2012 and 2021. Absolute and relative volumes of the corpus striatum and thalamus were obtained by segmentation of three-dimensional T1-weighted MRIs with volBrain1.0. We created age-specific volume data and month-based development models with the help of SPSS (ver.28). The corpus striatum and thalamus had cubic absolute volumetric developmental models. The relative volume of the caudate and thalamus (only males) is consistent with the decreasing "growth" model, the others with the decreasing cubic model. The absolute volumes of the males' bilateral corpus striatum and thalamus and the relative volumes of the caudate and thalamus of the females were significantly larger (P < 0.05). The caudate showed right > left lateralization; putamen, globus pallidus, and thalamus showed left > right lateralization.


Sujet(s)
Corps strié , Thalamus , Enfant d'âge préscolaire , Adolescent , Femelle , Mâle , Humains , Nourrisson , Enfant , Études rétrospectives , Corps strié/imagerie diagnostique , Thalamus/imagerie diagnostique , Putamen , Imagerie par résonance magnétique
15.
Mov Disord ; 39(5): 847-854, 2024 May.
Article de Anglais | MEDLINE | ID: mdl-38477228

RÉSUMÉ

BACKGROUND: As a biomarker targeting vesicular monoamine transporter 2 (VMAT2), 18F-9-fluoropropyldihydrotetrabenazine (18F-FP-DTBZ) positron emission tomography (PET) is highly accurate in diagnosing Parkinson's disease (PD) and assessing its severity. However, evidence is insufficient in patients with progressive supranuclear palsy (PSP). OBJECTIVE: We evaluated the striatal and extrastriatal monoaminergic disruption of PSP and differences in patterns between patients with PSP, PD, and healthy controls (HCs) using 18F-FP-DTBZ PET, as well as its correlations with the clinical characteristics of PSP. METHODS: We recruited 58 patients with PSP, 23 age- and duration-matched patients with PD, as well as 17 HCs. Patients were scanned using 18F-FP-DTBZ PET/computed tomography, and images were spatially normalized and analyzed based on the volume of interest. RESULTS: VMAT2 binding differed significantly in the striatum and substantia nigra among the groups (P < 0.001). A more severe disruption in the caudate was noted in the PSP group (P < 0.001) than in the PD group. However, no differences were found in the nucleus accumbens, hippocampus, amygdala, or raphe between the PD and PSP groups. Within the PSP group, striatal VMAT2 binding was significantly associated with the fall/postural stability subscore of the PSP Rating Scale, especially in the putamen. Furthermore, VMAT2 binding was correlated with Mini-Mental State Examination or Montreal Cognitive Assessment in the hippocampus. CONCLUSIONS: Caudate disruptions showed prominent differences among the groups. VAMT2 binding in the striatum and hippocampus reflects the severity of fall/postural stability and cognition, respectively. © 2024 International Parkinson and Movement Disorder Society.


Sujet(s)
Corps strié , Maladie de Parkinson , Paralysie supranucléaire progressive , Transporteurs vésiculaires des monoamines , Humains , Paralysie supranucléaire progressive/imagerie diagnostique , Paralysie supranucléaire progressive/métabolisme , Mâle , Femelle , Sujet âgé , Adulte d'âge moyen , Transporteurs vésiculaires des monoamines/métabolisme , Corps strié/métabolisme , Corps strié/imagerie diagnostique , Maladie de Parkinson/métabolisme , Maladie de Parkinson/imagerie diagnostique , Tomographie par émission de positons/méthodes , Tétrabénazine/analogues et dérivés , Substantia nigra/imagerie diagnostique , Substantia nigra/métabolisme , Substantia nigra/anatomopathologie , Tomographie par émission de positons couplée à la tomodensitométrie/méthodes
16.
J Neurophysiol ; 131(6): 1083-1100, 2024 Jun 01.
Article de Anglais | MEDLINE | ID: mdl-38505898

RÉSUMÉ

The striatum receives projections from multiple regions of the cerebral cortex consistent with the role of the basal ganglia in diverse motor, affective, and cognitive functions. Within the striatum, the caudate receives projections from association cortex, including multiple distinct regions of prefrontal cortex. Building on recent insights about the details of how juxtaposed cortical networks are specialized for distinct aspects of higher-order cognition, we revisited caudate organization using within-individual precision neuroimaging initially in two intensively scanned individuals (each scanned 31 times). Results revealed that the caudate has side-by-side regions that are coupled to at least five distinct distributed association networks, paralleling the organization observed in the cerebral cortex. We refer to these spatial groupings of regions as striatal association megaclusters. Correlation maps from closely juxtaposed seed regions placed within the megaclusters recapitulated the five distinct cortical networks, including their multiple spatially distributed regions. Striatal association megaclusters were explored in 15 additional participants (each scanned at least 8 times), finding that their presence generalizes to new participants. Analysis of the laterality of the regions within the megaclusters further revealed that they possess asymmetries paralleling their cortical counterparts. For example, caudate regions linked to the language network were left lateralized. These results extend the general notion of parallel specialized basal ganglia circuits with the additional discovery that, even within the caudate, there is fine-grained separation of multiple distinct higher-order networks that reflects the organization and lateralization found in the cerebral cortex.NEW & NOTEWORTHY An individualized precision neuroimaging approach reveals juxtaposed zones of the caudate that are coupled with five distinct networks in association cortex. The organization of these caudate zones recapitulates organization observed in the cerebral cortex and extends the notion of specialized basal ganglia circuits.


Sujet(s)
Noyau caudé , Humains , Mâle , Adulte , Femelle , Noyau caudé/physiologie , Noyau caudé/imagerie diagnostique , Corps strié/physiologie , Corps strié/imagerie diagnostique , Cortex cérébral/physiologie , Cortex cérébral/imagerie diagnostique , Imagerie par résonance magnétique , Voies nerveuses/physiologie , Voies nerveuses/imagerie diagnostique , Jeune adulte , Réseau nerveux/physiologie , Réseau nerveux/imagerie diagnostique , Adulte d'âge moyen
17.
Psychiatry Clin Neurosci ; 78(5): 291-299, 2024 May.
Article de Anglais | MEDLINE | ID: mdl-38444215

RÉSUMÉ

AIM: The effective connectivity between the striatum and cerebral cortex has not been fully investigated in attention-deficit/hyperactivity disorder (ADHD). Our objective was to explore the interaction effects between diagnosis and age on disrupted corticostriatal effective connectivity and to represent the modulation function of altered connectivity pathways in children and adolescents with ADHD. METHODS: We performed Granger causality analysis on 300 participants from a publicly available Attention-Deficit/Hyperactivity Disorder-200 dataset. By computing the correlation coefficients between causal connections between striatal subregions and other cortical regions, we estimated the striatal inflow and outflow connection to represent intermodulation mechanisms in corticostriatal pathways. RESULTS: Interactions between diagnosis and age were detected in the superior occipital gyrus within the visual network, medial prefrontal cortex, posterior cingulate gyrus, and inferior parietal lobule within the default mode network, which is positively correlated with hyperactivity/impulsivity severity in ADHD. Main effect of diagnosis exhibited a general higher cortico-striatal causal connectivity involving default mode network, frontoparietal network and somatomotor network in ADHD compared with comparisons. Results from high-order effective connectivity exhibited a disrupted information pathway involving the default mode-striatum-somatomotor-striatum-frontoparietal networks in ADHD. CONCLUSION: The interactions detected in the visual-striatum-default mode networks pathway appears to be related to the potential distraction caused by long-term abnormal information input from the retina in ADHD. Higher causal connectivity and weakened intermodulation may indicate the pathophysiological process that distractions lead to the impairment of motion planning function and the inhibition/control of this unplanned motion signals in ADHD.


Sujet(s)
Trouble déficitaire de l'attention avec hyperactivité , Cortex cérébral , Corps strié , Imagerie par résonance magnétique , Humains , Trouble déficitaire de l'attention avec hyperactivité/physiopathologie , Trouble déficitaire de l'attention avec hyperactivité/imagerie diagnostique , Enfant , Adolescent , Mâle , Femelle , Cortex cérébral/physiopathologie , Cortex cérébral/imagerie diagnostique , Corps strié/physiopathologie , Corps strié/imagerie diagnostique , Réseau nerveux/physiopathologie , Réseau nerveux/imagerie diagnostique , Réseau du mode par défaut/physiopathologie , Réseau du mode par défaut/imagerie diagnostique , Connectome , Voies nerveuses/physiopathologie , Voies nerveuses/imagerie diagnostique
18.
Mov Disord ; 39(5): 855-862, 2024 May.
Article de Anglais | MEDLINE | ID: mdl-38465778

RÉSUMÉ

BACKGROUND: Intrastriatal delivery of potential therapeutics in Huntington's disease (HD) requires sufficient caudate and putamen volumes. Currently, volumetric magnetic resonance imaging is rarely done in clinical practice, and these data are not available in large research cohorts such as Enroll-HD. OBJECTIVE: The objective of this study was to investigate whether predictive models can accurately classify HD patients who exceed caudate and putamen volume thresholds required for intrastriatal therapeutic interventions. METHODS: We obtained and merged data for 1374 individuals across three HD cohorts: IMAGE-HD, PREDICT-HD, and TRACK-HD/TRACK-ON. We imputed missing data for clinical variables with >72% non-missing values and used the model-building algorithm BORUTA to identify the 10 most important variables. A random forest algorithm was applied to build a predictive model for putamen volume >2500 mm3 and caudate volume >2000 mm3 bilaterally. Using the same 10 predictors, we constructed a logistic regression model with predictors significant at P < 0.05. RESULTS: The random forest model with 1000 trees and minimal terminal node size of 5 resulted in 83% area under the curve (AUC). The logistic regression model retaining age, CAG repeat size, and symbol digit modalities test-correct had 85.1% AUC. A probability cutoff of 0.8 resulted in 5.4% false positive and 66.7% false negative rates. CONCLUSIONS: Using easily obtainable clinical data and machine learning-identified initial predictor variables, random forest, and logistic regression models can successfully identify people with sufficient striatal volumes for inclusion cutoffs. Adopting these models in prescreening could accelerate clinical trial enrollment in HD and other neurodegenerative disorders when volume cutoffs are necessary enrollment criteria. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Sujet(s)
Noyau caudé , Maladie de Huntington , Imagerie par résonance magnétique , Putamen , Humains , Maladie de Huntington/imagerie diagnostique , Mâle , Femelle , Adulte d'âge moyen , Imagerie par résonance magnétique/méthodes , Adulte , Putamen/imagerie diagnostique , Noyau caudé/imagerie diagnostique , Noyau caudé/anatomopathologie , Sujet âgé , Corps strié/imagerie diagnostique , Corps strié/anatomopathologie , Études de cohortes
19.
J Alzheimers Dis ; 98(4): 1301-1317, 2024.
Article de Anglais | MEDLINE | ID: mdl-38517789

RÉSUMÉ

Background: Mild cognitive impairment (MCI), the prodromal stage of Alzheimer's disease, has two distinct subtypes: stable MCI (sMCI) and progressive MCI (pMCI). Early identification of the two subtypes has important clinical significance. Objective: We aimed to compare the cortico-striatal functional connectivity (FC) differences between the two subtypes of MCI and enhance the accuracy of differential diagnosis between sMCI and pMCI. Methods: We collected resting-state fMRI data from 31 pMCI patients, 41 sMCI patients, and 81 healthy controls. We chose six pairs of seed regions, including the ventral striatum inferior, ventral striatum superior, dorsal-caudal putamen, dorsal-rostral putamen, dorsal caudate, and ventral-rostral putamen and analyzed the differences in cortico-striatal FC among the three groups, additionally, the relationship between the altered FC within the MCI subtypes and cognitive function was examined. Results: Compared to sMCI, the pMCI patients exhibited decreased FC between the left dorsal-rostral putamen and right middle temporal gyrus, the right dorsal caudate and right inferior temporal gyrus, and the left dorsal-rostral putamen and left superior frontal gyrus. Additionally, the altered FC between the right inferior temporal gyrus and right putamen was significantly associated with episodic memory and executive function. Conclusions: Our study revealed common and distinct cortico-striatal FC changes in sMCIs and pMCI across different seeds; these changes were associated with cognitive function. These findings can help us understand the underlying pathophysiological mechanisms of MCI and distinguish pMCI and sMCI in the early stage potentially.


Sujet(s)
Dysfonctionnement cognitif , Humains , Dysfonctionnement cognitif/imagerie diagnostique , Corps strié/imagerie diagnostique , Néostriatum , Cortex préfrontal , Imagerie par résonance magnétique
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