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Rasgado-Toledo, J.

Publications and source records attributed to Rasgado-Toledo, J..

2 recordsLinked to original sources

Cerebellar structural and functional alterations during morphine self-administration are associated with motivation and disrupted goal-directed actions in male Wistar rats

Opioid addiction is characterized by a strong motivational drive to obtain the drug, traditionally attributed to neuroadaptations within mesocorticolimbic reward circuits. Increasing evidence suggests that opioid-induced plasticity extends beyond these pathways, implicating the cerebellum in addiction, although its contribution to drug seeking remains poorly defined. Here, we hypothesized that morphine self-administration would induce cerebellum-associated behavioral alterations alongside structural and functional remodeling. Male Wistar rats (N = 27) were trained to self-administer morphine (0.1 mg/kg/infusion) or saline under fixed-ratio (FR1, 3 h/day, 20 days) and progressive-ratio (PR 9-4, 6 h/day, 25 days) schedules. Behavioral assessments included open field, elevated plus maze, novel object recognition, and Morris water maze tasks. Structural and functional magnetic resonance imaging was acquired longitudinally using a 7T scanner. Morphine self-administering rats showed a progressive increase in infusions and motivation. Exploratory activity increased without affecting anxiety-like behavior or recognition memory. In the Morris water maze, spatial learning was preserved; however, rats exhibited increased Whishaws error (path complexity) and a shift from serial to disorganized navigation strategies, indicating impaired movement sequencing. We also found cerebellar volume changes in Crus1, 7Cb, and 8Cb that were accompanied by altered cerebello-cerebral functional connectivity with insular, striatal, hippocampal, motor, and reticular networks. Multivariate analysis further suggested a brain-behavior covariance pattern in which motivational measures showed the strongest contribution, involving a distributed structural network including the cerebellum and insular cortex. These findings indicate that morphine self-administration preserves drug-seeking motivation while disrupting the organization of goal-directed actions, alongside cerebellar remodeling and altered cerebello-cerebral coupling.

neuroscience↗

Improved classification of alcohol intake groups in the Intermittent-Access Two-Bottle choice rat model using a latent class linear mixed model

Alcohol use disorder (AUD) is a major public health problem in which preclinical models allow the study of AUD development, comorbidities and possible new treatments. The intermittent access two-bottle choice (IA2BC) model is a validated preclinical model for studying alcohol intake patterns similar to those present in AUD in human clinical studies. Typically, the mean/median of overall alcohol intake or the last drinking sessions is used as a threshold to divide groups of animals into high or low alcohol consumers. However, it would be more statistically valuable to stratify the groups using the full consumption data from all drinking sessions. In this study, we aimed to evaluate the effectiveness of using the time series data of all drinking sessions to stratify the population into high or low alcohol consumption groups, using a latent class linear mixed model (LCLMM). We compared LCLMM to traditional classification methods: percentiles, k-means clustering, and hierarchical clustering, and used simulations to compare accuracy between methods. Our results demonstrated that LCLMM outperforms other approaches, achieving superior accuracy (0.94) in identifying consumption patterns. By considering the entire trajectory of alcohol intake, LCLMM provides a more robust and nuanced characterization of high and low alcohol consumers. We advocate for the adoption of longitudinal statistical models in substance use disorder research, both in human studies and preclinical investigations, as they hold promise for enhancing population stratification and refining treatment strategies.

neuroscience↗