Data-driven mathematical modeling of sleep consolidation in early childhood DOI Creative Commons
Christina Athanasouli, Shelby R. Stowe, Monique K. LeBourgeois

и другие.

Journal of Theoretical Biology, Год журнала: 2024, Номер 593, С. 111892 - 111892

Опубликована: Июнь 28, 2024

Across early childhood development, sleep behavior transitions from a biphasic pattern (a daytime nap and nighttime sleep) to monophasic (only sleep). The transition consolidated sleep, which occurs in most children between 2- 5-years-old, is major developmental milestone reflects interactions the developing homeostatic drive circadian system. Using physiologically-based mathematical model of sleep-wake regulatory network constrained by observational experimental data preschool-aged participants, we analyze how developmentally-mediated changes may contribute napping non-napping patterns. We establish baseline identifying parameter sets that typical 2-year-old 5-year-old behavior. Then vary six parameters associated with dynamics sensitivity values induce sleep. individual contributions these patterning independently varying their age-dependent trajectories. Parameters according distinct evolution curves produce bifurcation sequences representing various ages onset, durations, transitional Finally, consider ability light schedules reinforce or promote respectively. These modeling results provide insight into role promoting interindividual variability lay foundations for identification light- behavior-based interventions healthy consolidation childhood.

Язык: Английский

Spectral Slope and Lempel–Ziv Complexity as Robust Markers of Brain States during Sleep and Wakefulness DOI Creative Commons
Christopher Höhn, Michael A Hahn, Janna D. Lendner

и другие.

eNeuro, Год журнала: 2024, Номер 11(3), С. ENEURO.0259 - 23.2024

Опубликована: Март 1, 2024

Nonoscillatory measures of brain activity such as the spectral slope and Lempel–Ziv complexity are affected by many neurological disorders modulated sleep. A multitude frequency ranges, particularly a broadband (encompassing full spectrum) narrowband approach, have been used especially for estimating slope. However, effects choosing different ranges not yet explored in detail. Here, we evaluated impact sleep stage task engagement (resting, attention, memory) on (30–45 Hz) (1–45 range 28 healthy male human subjects (21.54 ± 1.90 years) using within-subject design over 2 weeks with three recording nights days per subject. We strived to determine how states affect two perform comparison. In range, steepened, decreased continuously from wakefulness N3 REM sleep, however, was best discriminated Importantly, also differed between tasks during wakefulness. While engagement, flattened both ranges. Interestingly, only positively correlated performance. Our results show that sensitive indices state variations yields more information could be greater variety research questions than complexity, when is used.

Язык: Английский

Процитировано

21

Ramping dynamics and theta oscillations reflect dissociable signatures during rule-guided human behavior DOI Creative Commons
Jan Weber, Anne‐Kristin Solbakk, Alejandro O. Blenkmann

и другие.

Nature Communications, Год журнала: 2024, Номер 15(1)

Опубликована: Янв. 20, 2024

Abstract Contextual cues and prior evidence guide human goal-directed behavior. The neurophysiological mechanisms that implement contextual priors to subsequent actions in the brain remain unclear. Using intracranial electroencephalography (iEEG), we demonstrate increasing uncertainty introduces a shift from purely oscillatory mixed processing regime with an additional ramping component. Oscillatory dynamics reflect dissociable signatures, which likely differentially contribute encoding transfer of different cognitive variables cue-guided motor task. results support idea prefrontal activity encodes rules ensuing distinct coding subspaces, while theta oscillations synchronize prefrontal-motor network, possibly action execution. Collectively, our reveal how two key features large-scale neural population activity, namely continuous synchrony, jointly rule-guided

Язык: Английский

Процитировано

13

Circadian changes in aperiodic activity are correlated with seizure reduction in patients with mesial temporal lobe epilepsy treated with responsive neurostimulation DOI Creative Commons
Chantel M. Charlebois, Daria Nesterovich Anderson, Elliot H. Smith

и другие.

Epilepsia, Год журнала: 2024, Номер 65(5), С. 1360 - 1373

Опубликована: Март 22, 2024

Abstract Objectives Responsive neurostimulation (RNS) is an established therapy for drug‐resistant epilepsy that delivers direct electrical brain stimulation in response to detected epileptiform activity. However, despite overall reduction seizure frequency, clinical outcomes are variable, and few patients become seizure‐free. The aim of this retrospective study was evaluate aperiodic electrophysiological activity, associated with excitation/inhibition balance, as a novel electrographic biomarker aid early prognostication the RNS. Methods We identified intractable mesial temporal lobe who were implanted RNS System between 2015 2021 at University Utah. parameterized neural power spectra from intracranial recordings during first 3 months following implantation into periodic components. then correlated circadian changes parameters baseline most recent follow‐up. Results Seizure significantly patient's average change day/night exponent ( r = .50, p .016, n 23 patients) oscillatory alpha .45, .042, across recordings. reached its maximum nighttime hours (12 a.m. 6 a.m.) responders (i.e., least 50% seizures). Significance These findings suggest modulation broadband activity therapy. This marker has potential identify likely respond Furthermore, we propose less may be related dysfunction balance interconnected role epilepsy, sleep, memory.

Язык: Английский

Процитировано

9

The Temporal Dynamics of Aperiodic Neural Activity Track Changes in Sleep Architecture DOI Creative Commons
Mohamed S. Ameen, Joshua Jacobs, Manuel Schabus

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2024, Номер unknown

Опубликована: Янв. 26, 2024

Abstract The aperiodic (1/f-like) component of electrophysiological data - whereby power systematically decreases with increasing frequency, as quantified by the exponent has been shown to differentiate sleep stages. Earlier work, however, typically focused on measuring across a narrow frequency range. In this we sought further investigate activity during extending these analyses broader ranges and considering alternate model definitions. This included ‘knees’ in component, which reflect bends spectrum, indicating change exponent. We also evaluate temporal dynamics sleep. To do so, analyzed from two sources: intracranial EEG (iEEG) 106 epilepsy patients high-density 17 healthy individuals, measured activity, explicitly comparing different forms. doing find that fitting broadband models incorporating ‘knee’ feature effectively captures sleep-stage-dependent differences well relate stage transitions responses external stimuli. particular, knee parameter shows stage-specific variation, suggesting an interpretation varying timescales These results demonstrate examining more complex reveals novel insights interpretations for understanding neural

Язык: Английский

Процитировано

6

SLEEP DISORDERS AND RISK OF ALZHEIMER'S DISEASE: A TWO-WAY ROAD DOI

Rafael Antônio Vicente Lacerda,

Janaína Aparecida Favero Desio, Camila Marciele Kammers

и другие.

Ageing Research Reviews, Год журнала: 2024, Номер unknown, С. 102514 - 102514

Опубликована: Сен. 1, 2024

Язык: Английский

Процитировано

4

Excitatory/Inhibitory imbalance as a mechanism linking autism and sleep problems DOI
Michelle Bridi, Lucı́a Peixoto

Current Opinion in Neurobiology, Год журнала: 2025, Номер 90, С. 102968 - 102968

Опубликована: Янв. 5, 2025

Язык: Английский

Процитировано

0

Processes and measurements: a framework for understanding neural oscillations in field potentials DOI Creative Commons
Sander van Bree, Daniel Levenstein, Matthew R. Krause

и другие.

Trends in Cognitive Sciences, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

REM Refines and Rescues Memory Representations: A New Theory DOI Creative Commons
Alessandra Shuster, Allison Morehouse, Elizabeth A. McDevitt

и другие.

SLEEP Advances, Год журнала: 2025, Номер unknown

Опубликована: Янв. 22, 2025

Abstract Despite extensive evidence on the roles of non-rapid eye movement (NREM) and REM sleep in memory processing, a comprehensive model that integrates their complementary functions remains elusive due to lack mechanistic understanding REM’s role offline processing. We present Refining Rescuing (RnR) Hypothesis, which posits principal function is increase signal-to-noise ratio within across representations. As such, selectively enhances essential nodes representation while inhibiting majority (Refine). Additionally, modulates weak strong representations so they fall similar range recallability (Rescue). Across multiple NREM-REM cycles, tuning individual traces get sharpened, allowing for integration shared features hypothesize sleep’s unique cellular, neuromodulatory, electrophysiological milieu, marked by greater inhibition mixed autonomic state both sympathetic parasympathetic activity, underpins these processes. The RnR Hypothesis offers unified framework explains diverse behavioral neural outcomes associated with sleep, paving way future research more sleep-dependent cognitive functions.

Язык: Английский

Процитировано

0

Oxytocin modulates inhibitory balance in the prelimbic cortex to support social memory consolidation during REM sleep DOI Creative Commons
Yanchao Liu,

Youyi Deng,

Zitao Zhu

и другие.

Theranostics, Год журнала: 2025, Номер 15(8), С. 3257 - 3274

Опубликована: Фев. 18, 2025

Rationale: The prelimbic cortex (PrL), enriched with oxytocin (OXT) receptors, plays a critical role in memory consolidation. However, the of OXT social consolidation within PrL microcircuit remains poorly understood. Methods: To examine signaling consolidation, we used biosensors and loss-of-function approaches, including tetanus toxin-mediated silencing neurons paraventricular nucleus (PVNOXT), optogenetic inhibition PVNOXT-PrL pathway during rapid-eye-movement (REM) sleep, local administration an receptor antagonist PrL. In vivo molecular for vasoactive intestinal peptide (VIP), somatostatin, presynaptic calcium imaging were employed to assess inhibitory microcircuit. Optogenetic activation intranasal evaluate resilience chronic sleep deprivation-induced deficits. Results: We identified that REM-sleep release via PVN supports deficiency reduces activity VIP parvalbumin (PV) neurons, thereby disrupting balance between somatic mediated by PV dendritic disinhibition microcircuits REM sleep. Chronic deprivation (SD) disrupts balance, leading pyramidal neuron hyperactivity impairments. Notably, REM-sleep-specific or restores rescues deficits SD mice. Conclusion: Our results reveal how modulates support suggesting potential therapeutic strategies treating sleep-related disorders.

Язык: Английский

Процитировано

0

Abrupt and spontaneous strategy switches emerge in simple regularised neural networks DOI Creative Commons
Anika T. Löwe, Léo Touzo, Paul S. Muhle-Karbe

и другие.

PLoS Computational Biology, Год журнала: 2024, Номер 20(10), С. e1012505 - e1012505

Опубликована: Окт. 21, 2024

Humans sometimes have an insight that leads to a sudden and drastic performance improvement on the task they are working on. Sudden strategy adaptations often linked insights, considered be unique aspect of human cognition tied complex processes such as creativity or meta-cognitive reasoning. Here, we take learning perspective ask whether insight-like behaviour can occur in simple artificial neural networks, even when models only learn form input-output associations through gradual gradient descent. We compared dynamics humans regularised networks perceptual decision included hidden regularity solve more efficiently. Our results show some discover this regularity, is marked by abrupt switch reflects aha-moment. Notably, find with rule constant rate closely mimicked behavioural characteristics switches, exhibiting delay insight, suddenness selective occurrence networks. Analyses network architectures revealed crucially depended gating mechanism noise added updates, which allowed accumulate "silent knowledge" initially suppressed gating. This suggests arise from where it combined influences noise, regularisation. These potential implications for systems, brain, guide way future research.

Язык: Английский

Процитировано

3