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Gonzalez-Rodriguez, M.

Publications and source records attributed to Gonzalez-Rodriguez, M..

3 recordsLinked to original sources

Epigenetic control of microglial developmental milestones from proliferative progenitors to efficient phagocytes

Early immune perturbations increase the risk of neurodegenerative and neurodevelopmental disorders, yet the mechanisms underlying the maturation of microglia, the resident immune cells of the brain parenchyma, remain poorly defined. Specifically, how proliferation, morphological differentiation, and phagocytosis are coordinated among microglia progenitors as they colonize the embryonic brain remains unclear. Here, we combined mathematical modeling with spatiotemporal analyses of the murine hippocampus and cerebellum from postnatal day 2 (P2) to P60 to reconstruct the trajectory of microglial development. We identified a proliferative-to-quiescent (P/Q) switch around P3/P4 that preceded the acquisition of morphological complexity and efficient phagocytosis and was accompanied by coordinated shifts in cell-cycle dynamics and metabolic state. Strikingly, this P/Q switch was recapitulated in repopulation contexts in mice and in the human fetal brain, where later stages displayed enhanced phagocytic function coupled to reduced proliferation. Perturbing the proliferative phase through pharmacological or genetic disruption of CSF1R signaling impaired subsequent microglial complexity and phagocytosis efficiency, revealing an unexpected reliance of phagocytosis on proliferation-driven colonization. Finally, we show that microglia stepwise maturation during development is associated with chromatin remodeling and driven by the epigenetic regulator Ikaros. Together, these findings uncover the sequential milestones of microglial development, revealing a potential period of early vulnerability and establishing an unexpected linkage between proliferation and phagocytosis essential to understanding how these processes are coordinated in neurodegenerative disorders.

neuroscience↗

STEREOLOGICAL EVALUATION OF TISSUE PRESERVATION AFTERNEUROPROTECTIVE TREATMENTS FOR TRAUMATIC SPINAL CORDINJURY

Spinal cord injury (SCI) is a major cause of permanent disability and its causes and pathophysiological effects are very variables between patients. The assessment of tissue damage extent and neurodegeneration degree correlated with the functional evaluation are the most accepted tools to diagnose and prognose the trauma severity. Animal models of SCI have been used for treatment development and in the present work we evaluate the potency of stereological tools to estimate damage degree for a diagnostic of neural degeneration and locomotor and sensorial disability after SCI and the efficacy of different types of therapeutic strategies.

neuroscience↗

CompScore: boosting structure-based virtual screening performance by incorporating docking scoring functions components into consensus scoring

Consensus scoring has become a commonly used strategy within structure-based virtual screening (VS) workflows with improved performance compared to those based in a single scoring function. However, no research has been devoted to analyze the worth of docking scoring functions components in consensus scoring. We implemented and tested a method that incorporates docking scoring functions components into the setting of high performance VS workflows. This method uses genetic algorithms for finding the combination of scoring components that maximizes the VS enrichment for any target. Our methodology was validated using a dataset that contains ligands and decoys for 102 targets that has been widely used in VS validation studies. Results show that our approach outperforms other methods for all targets. It also boosts the initial enrichment performance of the traditional use of whole scoring functions in consensus scoring by an average of 45%. CompScore is freely available at: http://bioquimio.udla.edu.ec/compscore/

bioinformatics↗