Abstract The external globus pallidus (GPe) guides action selection. However, it remains elusive how diverse GPe cells engage in routine formation while learning action sequences in repetitive reward-seeking conditioning. Here, we investigated the Ca2+ signals of GPe cells during routine formation. We found that the dynamics of astrocytes and prototypic neurons’ activities are associated with the refinement of the action sequence, which enables cost-effective reward-seeking.
The Overlap Index: A new means for early detection of serial tau PET signal change
AbstractBackgroundIn longitudinal tau (flortaucipir) positron emission tomography (PET), a reliable method to detect a tau accumulation while minimizing a random variability is crucial. Variability can be a problem especially in the early stages of tau pathology in which only small regions and low levels of accumulation may exist relative to the range of random noise fluctuation.MethodWe recruited 76 participants who had serial scans for a total of 234 tau PET scans. In this cohort we tested a PET signal measurement method we developed called the “overlap index” (OI). The OI was calculated by identifying voxels that have elevated tau PET signal that overlap on two successive tau PET scans in the same participant (Figure 1). This analysis procedure tests the hypothesis that voxel‐wise, elevated‐uptake consistency might be more sensitive for early detection of tau tangles than standard ROI based measures. We compared OI to ROI based measures for early detection of increasing tau PET signal and detection clinical progression. A meta ROI used in this analysis included the amygdala, entorhinal cortex, fusiform, parahippocampal, and inferior temporal and middle temporal gyri.ResultOI showed regional progression of tau in the temporal lobe followed by increases throughout the brain at relatively low standardized uptake value ratio (SUVr) levels (Figure 2A and B). The topographical pattern of OI was in agreement in some respects with the sequential appearance of tau aggregation (Figure 2B and C). The high‐OI group (OI>0.5) had a significantly higher ΔSUVr compared to the low‐OI group (OI<0.5) (Figure 3A and B). OI identified subjects that did or didn’t have tau accumulation within meta SUVr subgroups even when below the meta ROI SUVr threshold. OI was associated with early clinical disease stage progression vs meta‐ROI SUVr measures (Figure 3C‐E).ConclusionIn this study, we found that OI tau PET measurement was able to quantify voxel‐wise consistency using a set of serial scans. OI may detect earlier tau tangle accumulation and earlier disease progression than standard SUVr measurements in tau PET.
Astrocytes in the external globus pallidus coordinate flexibility of action strategy
Abstract The external globus pallidus (GPe) is an integrative hub and gateway for behavioral flexibility in reward-related behaviors. However, it remains unknown whether enriched astrocytes in the GPe guide behavioral flexibility. Here, we trained mice to exhibit goal-directed and habitual reward-seeking behaviors using the behavior tasks with effort- and time-based reward delivery, respectively. Then, we examined the temporal dynamics of GPe astrocytes during goal-directed and habitual learning. Overall, GPe astrocytes were substantially silenced during habitual learning compared to goal-directed learning. In the timescale of action events, GPe astrocyte activities were increased immediately after termination of reward-taking behavior before the following action. However, during habitual learning, the increase of astrocyte activity was not evident. Moreover, support vector machine (SVM) analysis demonstrated that GPe astrocytes dynamics predicted whether mice perform goal-directed or habitual behaviors. Interestingly, chemogenetic activation of GPe astrocytes, which dampened GPe neuronal firings and habitual behaviors, exhibting goal-directed behaviors. Strikingly, brief and repeated attentional stimulations recapitulated the effect of chemogenetic activation of GPe in intervening the habitual reward-seeking behaviors with increased GPe astrocyte activities. Our findings reveal a novel insight that increasing GPe astrocytic activities attenuates habitual behavior and improves behavioral flexibility, which may provide a potential therapeutic target for decision-making-related disorders, such as obsessive-compulsive disorder and addiction.
Deep learning-based brain age prediction in normal aging and dementia
Abstract Normal brain aging is accompanied by patterns of functional and structural change. Alzheimer's disease (AD), a representative neurodegenerative disease, has been linked to accelerated brain aging at respective age ranges. Here, we developed a deep learning-based brain age prediction model using fluorodeoxyglucose (FDG) PET and structural MRI and tested how the brain age gap relates to degenerative cognitive syndromes including mild cognitive impairment, AD, frontotemporal dementia, and Lewy body dementia. Occlusion analysis, performed to facilitate interpretation of the model, revealed that the model learns an age- and modality-specific pattern of brain aging. The elevated brain age gap in dementia cohorts was highly correlated with the cognitive impairment and AD biomarker. However, regions generating brain age gaps were different for each diagnosis group of which the AD continuum showed similar patterns to normal aging in the CU.
Imaging the response to deep brain stimulation in rodent using functional ultrasound
Abstract In this study, we explored the feasibility of using functional ultrasound (fUS) imaging to visualize cerebral activation associated with thalamic deep brain stimulation (DBS), in rodents. The ventrolateral (VL) thalamus was stimulated using electrical pulses of low and high frequencies of 10 and 100 Hz, respectively, and multiple voltages (1–7 V) and pulse widths (50–1500 μ s). The fUS imaging demonstrated DBS-evoked activation of cerebral cortex based on changes of cerebral blood volume, specifically at the primary motor cortex (PMC). Low frequency stimulation (LFS) demonstrated significantly higher PMC activation compared to higher frequency stimulation (HFS), at intensities (5–7 V). Whereas, at lower intensities (1–3 V), only HFS demonstrated visible PMC activation. Further, LFS-evoked cerebral activation was was primarily located at the PMC. Our data presents the functionality and feasibility of fUS imaging as an investigational tool to identify brain areas associated with DBS. This preliminary study is an important stepping stone towards conducting real-time functional ultrasound imaging of DBS in awake and behaving animal models, which is of significant interest to the community for studying motor-related disorders.
Activation of Astrocytes in the Dorsomedial Striatum Facilitates Transition from Habitual to Goal‐Directed Reward‐Seeking Behavior
Habitual reward‐seeking behavior is a hallmark of addictive behaviors. Although habitual behavior could be reversed to goal‐directed behavior, this shifting is not well studied. Here, we identify a role of astrocyte activation in the dorsomedial striatum (DMS) on transition from habitual to goal‐directed reward‐seeking behavior. Utilizing the Inscopix endomicroscopy/fiber photometry in vivo calcium imaging and the cell‐type specific activation of designer receptors exclusively activated by designer drugs (DREADDs), we confirmed that GFAP‐driven activation of hM3Dq DREADDs increases intensity and frequency of calcium signaling in the DMS astrocytes of ALDH1L1‐GCaMP6s expressing mice. We found that this chemogenetic activation of the DMS astrocytes increase and decrease neuronal excitability of direct pathway Medium Spiny Neurons (dMSNs) and indirect pathway Medium Spiny Neurons (iMSNs), respectively. Specifically, it reduced the frequency of spontaneous excitatory postsynaptic currents (sEPSCs) in the dMSNs, whereas it increased the amplitude of the sEPSCs and decreased the frequency of spontaneous inhibitory postsynaptic currents (sIPSCs) in the iMSNs. The changes in synaptic events induced by astrocytic activation were significantly inhibited by either of the pretreatments of DPCPX (Adenosine A1R antagonist, 1 μM), PSB12379 (Inhibitor of ectonucleotidase, CD73, 10 μM), NBTI [Inhibitor of the astrocytic adenosine transporter, equilibrative nucleoside transporter 1 (ENT1, slc29a1), 10 μM], and genetic deletion of ENT1. These data suggest that astrocytic activation‐induced synaptic activities are, in part, adenosine‐dependent. In the evaluation tests of goal‐directed and habitual reward‐seeking, the chemogenetic activation of the DMS astrocytes shifted the habitual behavior to goal‐directed action in sucrose reward‐seeking for WT, but not ENT1 KO mice. The astrocytic activation‐induced shifting was rescued when ENT1 expression was normalized in the DMS astrocytes of the ENT1 KO mice. On the other hand, when mice were trained to have goal‐directed behavior, the astrocytic activation in the DMS did not change the reward‐seeking behavioral pattern. Together, our results indicate that astrocyte‐regulated adenosine signaling in the DMS determines goal‐directed and habitual behaviors by selectively regulating synapses in the MSNs. The interaction between astrocytes and neurons via adenosine signaling could be a potential therapeutic target for maladaptive reward‐seeking behaviors. Support or Funding Information This work was supported by the Samuel C. Johnson for Genomics of Addiction Program at Mayo Clinic, the Ulm Foundation, and National Institute on Alcohol Abuse and Alcoholism (K01 AA027773 to SK, R01 AA018779 to DSC).
Monitoring In Vivo Changes in Tonic Extracellular Dopamine Level by Charge-Balancing Multiple Waveform Fast-Scan Cyclic Voltammetry