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Petanjek, Z.

Publications and source records attributed to Petanjek, Z..

2 recordsLinked to original sources

Single-cell profiling of cortical tubers in tuberous sclerosis complex shows molecular structure preservation and massive reorganization of metabolism

Tuberous sclerosis complex (TSC) is a multisystemic genetic disorder associated with loss-of-function mutations in the TSC1 or TSC2 gene, which lead mTOR pathway hyperactivation and epileptogenesis. Cortical tubers are the hallmark of TSC and represent disorganized cortical structure underlying the generation of focal seizures. Here, we report single-nucleus RNA sequencing in resected cortical tubers vs matched pediatric controls. Strikingly, in spite of severe cortical disorganization, we found that cortical tubers preserve all neuronal subtypes, even the rarest ones. Moreover, we showed that principal neurons largely preserve spatial position based on transcriptional signatures. Principal neurons and layer 1-2 GABAergic neurons that modulate upper cortical circuits exhibited the largest gene expression changes. Interestingly, multiple mTOR pathway gene expression changes in TSC counteracted mTOR hyperactivation. TSC neuronal, but not glial, networks exhibited massive metabolic reorganization with a reduction in mitochondrial respiration and a concomitant switch to fatty acid metabolism. Finally, we show that neuron-specific AMPA receptor signaling might underlie epileptogenesis in TSC and could represent a potential candidate for therapeutic targeting.

neuroscience↗

Selective vulnerability of supragranular layer neurons in schizophrenia

Schizophrenia is one of the most wide-spread mental brain disorders with complex and largely unknown etiology. To characterize the impact of schizophrenia at a cellular level, we performed single nucleus RNA sequencing of >190,000 neurons from the dorsolateral prefrontal cortex of patients with schizophrenia and matched controls (7 vs 11, respectively). In addition, to correlate data with cortical anatomy, >100,000 neurons were analyzed topographically by immunohistochemistry in an extended cohort of cases with schizophrenia and controls (10 vs 10). Compositional analysis of RNA sequencing data revealed reduction in relative abundance across all families of GABAergic neurons and a concomitant increase in principal neurons, which was most pronounced for supragranular subtypes (layers 2-3). Moreover, supragranular subtypes of GABAergic interneurons showed most dramatic transcriptomic changes. These results were substantiated by histological analysis, which revealed a reduction in the density of calretinin, calbindin and parvalbumin GABAergic interneurons particularly in layer 2. Common effect of schizophrenia on supragranular neuronal networks was underlined by downregulation of protein processing genes and upregulation of neuronal development/plasticity genes across supragranular subtypes of principal neurons and GABAergic interneurons. In situ hybridization and spatial transcriptomics further confirmed supragranular layer neuron vulnerability, revealing complexity of schizophrenia-affected cortical circuits. These point towards general network impairment within supragranular layers being a core substrate associated with schizophrenia symptomatology.

neuroscience↗