Skip to main content
Artificial Intelligence

Procognitive restoration of PV neuron plasticity in neurodevelopmental disorders.

| Source: Nature

The hippocampus forms memories of our experiences in populations of coactive pyramidal neurons (PNs) 1-3 . Fast-spiking parvalbumin-expressing inhibitory neurons (PV INs) in the dentate gyrus-CA3/CA2 circuit of the hippocampus precisely control PN activity through mossy fibre-dependent feedforward inhibition 4-11 . PV INs coordinate experience-dependent changes in their intrinsic excitability, synaptic connectivity, physiology and plasticity properties 9,12-15 -referred to here as experienc

The hippocampus forms memories of our experiences in populations of coactive pyramidal neurons (PNs) 1-3 . Fast-spiking parvalbumin-expressing inhibitory neurons (PV INs) in the dentate gyrus-CA3/CA2 circuit of the hippocampus precisely control PN activity through mossy fibre-dependent feedforward inhibition 4-11 . PV INs coordinate experience-dependent changes in their intrinsic excitability, synaptic connectivity, physiology and plasticity properties 9,12-15 -referred to here as experience-dependent PV IN plasticity-to regulate PN activity. PV IN impairments in early life, when neural circuitry is highly sensitive to experience, are thought to result in network hyperexcitability, seizures and impaired cognition, which are hallmarks of neurodevelopmental disorders (NDDs) 16-18 . Here we designed an input-specific translatome screen to identify regulators of experience-dependent PV IN plasticity genes (XPGs) in the CA3/CA2 subregion of adult hippocampus. We demonstrate that a substantial proportion of upregulated candidate XPGs exhibit haploinsufficiency in autism spectrum disorder, epilepsies, bipolar disorder and schizophrenia, which suggests that there is impaired experience-dependent PV IN plasticity in NDDs. In proof-of-concept experiments, targeted upregulation of a candidate XPG, the homeobox gene Meis2 (ref. 19 ), in CA3/CA2 PV INs in an NDD risk mouse model in adulthood is sufficient to restore experience-dependent PV IN plasticity. Moreover, ensemble and sharp-wave ripple properties and cognition were improved, and seizures were suppressed. Thus, experience-dependent PV IN plasticity is a convergent mechanism for NDD risk genes that can be re-instated in adulthood to reverse developmental deficits in circuitry, network excitability and cognition.

Read the original source →

Related Stories

Artificial Intelligence

Integrating cooperative breeding with reciprocity and culture extends Hamilton's rule to humans.

We study how kinship and reciprocity shape giving and child care support in societies with limited access to markets. Extending Hamilton's rule to incorporate reciprocity, we test it using behavioral data from dictator games and surveys in remote matrilocal and patrilocal villages of northeast India (N = 406 parents of young children). We replicate with data from urban Manila neighborhoods (N = 301) and the Solomon Islands (N = 624). Consistent with predictions, transfers to recipients increase

Continue reading
Artificial Intelligence

Deep learning of fossil pollen morphology reveals 25,000 y of ecological change in eastern African grasslands.

Grass (Poaceae) pollen is largely overlooked in investigations of grassland evolution because the pollen of most species cannot be differentiated using traditional optical microscopy. However, the combination of superresolution microscopy and deep learning enables the capture and quantification of distinct morphological variation across the pollen of grass species. Using a semisupervised deep-learning strategy, we trained convolutional neural networks (CNNs) on superresolution images of known mo

Continue reading
Artificial Intelligence

Tyrosine phosphorylation unfolds nucleophosmin and disrupts its integration into the nucleolus.

Nucleophosmin (NPM1) is a multifunctional nucleolar protein essential for ribosome biogenesis, genome stability, and stress responses. Its integration into the nucleolus depends on its oligomerization and multivalent interactions that enable liquid-liquid phase separation (LLPS). Here, we investigate how tyrosine phosphorylation at Tyr17, Tyr29, and Tyr67 located within the interface between monomers at the N-terminal oligomerization domain regulates NPM1 structure and function. Replacing tyrosi

Continue reading
Artificial Intelligence

A health-system-scale, episode-resolved multimodal atlas of cancer cachexia.

Cancer cachexia is a wasting syndrome with outsized impact on morbidity and mortality, yet its drivers and systemic consequences remain poorly defined. In this study, we repurposed longitudinal clinicogenomic data from 52,236 patients with cancer profiled by MSK-IMPACT (2010-2024) at Memorial Sloan Kettering Cancer Center to define episode-resolved trajectories of consensus-defined cachectic weight loss and linked these events to outcomes, serology and tumor genotypes. Cachectic episodes cluster

Continue reading
Artificial Intelligence

Shared patterns of human milk composition link mammary gland function to infant growth.

The mammary gland produces nutrient-rich human milk (HM), yet how mammary functional state shapes HM composition and infant outcomes remains poorly understood. We used HM multi-omics - metabolomics, proteomics, micronutrients, macronutrients, and HM oligosaccharides - across 1,543 samples from three cohorts, including two randomized trials, as a noninvasive readout of mammary functional state. Trajectory modeling and multi-omic integration showed that maternal supplementation improved recovery f

Continue reading