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The maturation of inhibitory neurons is crucial for regulating plasticity in developing brains. Previous work has suggested that the Hurst exponent, the measure of autocorrelation in time series, reflects inhibition, but empirical data supporting this link is sparse. Here, we demonstrate significant spatial correlations between the Hurst exponent and ex vivo parvalbumin inhibitory mRNA expression in human children and adults, as well as between the Hurst exponent and parvalbumin-positive cell counts in mice, across both sexes. We further identified developmental plateaus in inhibition, as indicated by both parvalbumin inhibitory mRNA expression and the Hurst exponent, occurring prior to adolescence in humans and rats. In sum, this work suggests that the Hurst exponent can be used to study the development of inhibition in vivo, and to understand inhibitory development across species. Understanding the spatial and temporal progression of developmental plasticity is crucial for identifying periods of vulnerability and opportunity in the human brain. This study supports the Hurst exponent as a promising in vivo marker for inhibition, showing significant spatial correlations with parvalbumin RNA expression and cell counts across species. Findings indicate a plateau in inhibition by late childhood in humans and prior to puberty in rats, suggesting the Hurst exponent's translational potential for exploring inhibitory development mechanisms in both humans and animals.
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http://dx.doi.org/10.1523/JNEUROSCI.0025-25.2025 | DOI Listing |
Mater Horiz
September 2025
Infochemistry Scientific Center, ITMO University, 9 Lomonosova St, Saint-Petersburg, 191002, Russia.
This study introduces a novel heuristic phenomenological model for analyzing the evolution of contact areas on rough surface. Contrasting with traditional methods, it employs a cut-off threshold approach to track numerical and topological metrics across different deformation stages. The model quantifies contact area distributions, nested sub-regions, and self-affine parameters, revealing universal trends across scales spanning nanometers to kilometers.
View Article and Find Full Text PDFJ Neurosci
September 2025
Department of Psychology, School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
The maturation of inhibitory neurons is crucial for regulating plasticity in developing brains. Previous work has suggested that the Hurst exponent, the measure of autocorrelation in time series, reflects inhibition, but empirical data supporting this link is sparse. Here, we demonstrate significant spatial correlations between the Hurst exponent and ex vivo parvalbumin inhibitory mRNA expression in human children and adults, as well as between the Hurst exponent and parvalbumin-positive cell counts in mice, across both sexes.
View Article and Find Full Text PDFCamb Prism Coast Futur
March 2025
Ecoresolve, San Francisco, CA, USA.
Mangrove restoration efforts have been ongoing, but with varying levels of success, requiring spatial and temporal monitoring to better understand the stocks and drivers of success. Here, we used multi-spectral remote sensing and spatial regression techniques to examine mangrove distribution and restoration potential in the Vietnamese Southern Coastal (VSC) region from 1988 to 2023, an area where multiple episodes of mangrove restoration have been attempted over the past decades. Our results show that 51.
View Article and Find Full Text PDFBrain Sci
July 2025
Department of Imaging Physics, Aberdeen Royal Infirmary, NHS Grampian, Aberdeen AB25 2ZD, UK.
Autism spectrum disorder (ASD) is characterised by atypical behavioural and cognitive diversity, yet the neural underpinnings linking brain activity and individual presentations remain poorly understood. In this study, we investigated the relationship between resting-state functional magnetic resonance imaging (fMRI) signal complexity and intelligence (full-scale intelligence quotient (FIQ); verbal intelligence quotient (VIQ); and performance intelligence quotient (PIQ)) in male adults with ASD ( = 14) and matched neurotypical controls ( = 15). We used three complexity-based metrics: Hurst exponent (H), fuzzy approximate entropy (fApEn), and fuzzy sample entropy (fSampEn) to characterise resting-state fMRI signal dynamics, and correlated these measures with standardised intelligence scores.
View Article and Find Full Text PDFPhys Rev E
July 2025
Technical University of Madrid, School of Agricultural, Food and Biosystems Engineering, Av. Puerta de Hierro 2, 28040 Madrid, Spain.
We study particle transport in a class of open channels of finite length, made of identical cells of connected open polygonal billiards with parallel boundaries. In these systems, the mean square displacement (MSD) grows in time faster than linearly. We show that, irrespective of the geometry of these channels, the distribution of the first return times decays algebraically with two different exponents, separated by a crossover region determined by the MSD.
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