Advanced Science · Sep 2026
Spencer Ryan Moore, Naomi King, Aruã Clayton Da Silva, … Ivan R. Minev
Abstract
The limitations of electrical neuromodulation are driving the development of neuroprosthetic systems enhanced with complementary modalities. A key technological challenge however remains the integration of the necessary hardware components (optical, thermal, fluidic, electrical) into miniaturized implants. Here we present a design framework, inspired by fast prototyping, that promises to reduce the complexity, fabrication time, and device bulk of multimodal neural interface systems. By combining extrusion‐based 3D printing of silicones and discrete electronic components, we integrated thermal neuromodulation and electrical recording capabilities in soft packages suitable for placement on the cortical surface of rodents. When linked to an autonomous auxiliary driver unit, these packages establish rapid, stable and localized hypothermia together with ElectroCorticoGraphy (ECoG) recording. In a rodent model of epilepsy (4‐aminopyridine), we demonstrate hypothermia‐induced suppression of seizure‐like activity. Our approach may advance the clinical translation of focal hypothermia as an alternative therapy for drug‐resistant focal epilepsies.
bioRxiv · Sep 2026
Nisha Kulkarni, Harry H Lei, Jake Leyko, … Hong Lei
Abstract
Animals frequently move their sensory organs relative to dynamic environmental stimuli to maximize information acquisition, a behaviour known as active sensing. Recent studies show that insects adjust antennal movements according to the temporal structure and salience of olfactory signals, suggesting that antennae participate in active sensing. However, how these movements affect central olfactory processing remains unclear. To address this question, we trained honey bee foragers using a proboscis extension response (PER) protocol in which one odour (CS+) was paired with sucrose and another (CS−) with salt water. This training produces distinct antennal movements toward the two odours. Bees were subsequently tested with a series of concentrations of both CS+ and CS− odours. Antennae were either fixed or allowed to move freely during training and testing, while electrophysiological recordings were made from the antennae and from the antennal lobes. Peripheral antennal responses across odour concentrations were not affected by whether the antennae were fixed or free. In contrast, antennal lobe projection neurons and local interneurons showed learning-related increases in responses to the CS+ odour, consistent with previous studies, and these increases were stronger in bees with freely moving antennae. Neural responses were also more variable, particularly at lower odour concentrations, when antennae could move, suggesting that response variability may contribute to plasticity. These results support the hypothesis that active antennal movements influence central processing of odour representations. Future studies comparing restrained bees with freely walking bees will help clarify the natural behavioural contexts in which antennal movements enhance olfactory sensing. SUMMARY STATEMENT This study shows that allowing honey bees to move their antennae enhances learning-related neural plasticity, linking active sensing behaviour to central olfactory processing.
bioRxiv · Sep 2026
Aviv D. Mizrahi-Kliger, Samantha Coury, Cameron L. Woodard, Karunesh Ganguly
Abstract
With practice, rapid early gains in performance are followed by a slower phase marked by kinematic refinement, automaticity and enhanced cortical and striatal interactions. While sleep is known to support early learning, its causal role in the slow phase of learning is not known. Here we recorded neuronal activity in primary motor cortex (M1) and the dorsolateral striatum (DLS) during long-term skill acquisition and interleaved sleep. Surprisingly, the slow phase of learning was marked by the emergence of a previously unrecognized 5–10 Hz oscillatory activity during NREM sleep that was coherent across M1 and DLS. This oscillation resulted in repeated joint reactivation of task-specific information in cortex and striatum. Strikingly, during later stages of training, such joint reactivation of task activity increased over the course of NREM sleep, suggesting that sleep-dependent processing strengthens cortico-striatal interactions. The strength of M1–DLS coherence was predictive of next-day performance gains and increased cortico-striatal coupling during task performance. Targeted closed-loop disruption of this oscillation during NREM sleep abolished performance gains, whereas switching to a dose-matched random stimulation paradigm enabled performance improvements in the same animals. Importantly, the same cortico-striatal 5–10 Hz rhythm was also found in sleeping non-human primates, where it was selectively enhanced following learning. Together, we identify, across species, a novel NREM sleep oscillation that is important for sleep-dependent performance gains which depend on cortico-striatal processing.
Frontiers in Pharmacology · Sep 2026
Carrie R. Jonak, Samantha A. Assad, Devin K. Binder, … Walter E. Kaufmann
Abstract
Background Fragile X syndrome (FXS) is the most common inherited form of intellectual disability and autism spectrum disorder. Previous studies in the Fmr1 knockout (KO) mouse model of FXS and affected individuals have identified common electroencephalographic (EEG) abnormalities, which constitute biomarkers of cortical dysfunction for drug treatments. Methods We evaluated the effects of three different doses of oral blarcamesine, a Sigma-1 receptor agonist (S1R), on FXS-relevant EEG biomarkers in Fmr1 KO mice utilizing a multielectrode array (MEA) on resting-state power (from delta to gamma frequencies) and network synchronization (inter-trial phase coherence [ITPC]) using three auditory stimulation paradigms (chirp, auditory steady-state response [ASSR] at 40 Hz and at 80 Hz). Results Blarcamesine-treated Fmr1 KO mice showed dose-dependent modulation of EEG biomarkers across cortical regions. Resting-state EEG power was reduced across multiple frequency bands, including suppression of the FXS-distinctive elevation in the gamma band. Significant improvements in ITPC were observed in all cortical regions for chirp stimulation and 40 Hz ASSR, while modest improvements were seen for 80 Hz ASSR. Conclusion Altogether, these data demonstrate that blarcamesine modulates multiple EEG biomarkers of cortical dysfunction in Fmr1 KO mice. Given that these biomarkers are associated with fundamental neurophysiological mechanisms underlying cognitive and behavioral abnormalities, and are shared between FXS mouse models and affected individuals, these findings are consistent with previously characterized S1R-mediated pharmacological effects of blarcamesine. These data support further investigation of blarcamesine’s clinical potential in FXS and other neurodevelopmental disorders.
bioRxiv · Sep 2026
Vinay Parameshwarappa, Guillaume Rastoldo, Emilie Franceschini, … Arnaud Norena
Abstract
Focused ultrasound (FUS) is a promising noninvasive neuromodulation approach, but whether it can directly activate central auditory neurons in vivo remains unresolved. We applied high-frequency FUS (20 MHz) to the central nucleus of the inferior colliculus (CNIC) in anesthetized guinea pigs while recording electrophysiological responses from the auditory pathway and cochlea. FUS evoked cortical activity through indirect cochlear activation, possibly via skull-mediated mechanical coupling, rather than direct inferior colliculus activation, with ultrasound-evoked compound action potentials predominating in the ipsilateral cochlea. More interestingly, FUS stimulation of the CNIC induced activation of neurons and glial cells in the CNIC and auditory cortex as demonstrated by c-Fos expression, suggesting that FUS stimulation activated the afferent pathway. We also show that FUS engaged the auditory efferent system, likely via medial olivocochlear neurons, producing reduced compound action potential amplitudes, enhanced cochlear microphonics, and persistent effects lasting at least two hours, consistent with long-lasting efferent plasticity. Strikingly, FUS administered before acoustic trauma almost completely prevented noise-induced hearing loss, limiting auditory brainstem response threshold shifts to <10 dB versus ∼60 dB in controls. Gentamicin abolished these physiological and protective effects, implicating medial olivocochlear activation. These findings identify FUS as a potent noninvasive strategy for engaging auditory efferent circuits and protecting against acoustic injury.
Advanced Healthcare Materials · Sep 2026
Bingchen Wu, Cort Thompson, Thomas Deakin, … Xinyan Tracy Cui
Abstract
The brain's complex network relies on electrical and chemical signaling to support its normal functions. Understanding brain circuits requires simultaneously monitoring neurotransmitters and electrophysiological signals. The striatal dopamine circuits are integral to neurological processes such as reward and circadian rhythm regulation, making it highly desirable to monitor both neural activity and dopamine (DA) levels in freely behaving animals. One promising approach involves the implantation of multimodal microelectrode arrays (MEAs). However, chronic electrochemical sensing of DA in freely moving animals faces significant challenges, including biofouling of sensing electrodes and the instability of the Ag/AgCl reference. In this study, we developed two complementary strategies to coat the implanted Ag/AgCl reference and MEA with zwitterionic poly(sulfobetaine methacrylate) (PSB). The PSB coating effectively inhibits protein fouling and inflammatory responses to the MEA, while the PSB hydrogel protects the Ag/AgCl electrodes from delamination in vivo. We achieved stable DA detection and electrophysiological recordings in freely moving mice over four weeks. Weekly electrochemical impedance spectroscopy confirmed the long‐term stability of the implanted electrodes. Our method enables multidimensional analysis of behavioral patterns, electrophysiological activity, and DA dynamics. This work advances neurochemical and electrophysiological methodologies by offering reliable tools for longitudinal investigations of brain function in freely behaving animals.
bioRxiv · Sep 2026
Dimitri L. Brunelle, Timothy J. Fawcett, Joseph P. Walton
Abstract
The inferior colliculus (IC) is a major midbrain convergence site critical for processing complex sounds and undergoes fundamental changes with age-related hearing loss (ARHL). Local field potentials (LFPs) represent pre-synaptic integration of excitatory and inhibitory signals in local neural populations. Here, we assessed age-related changes in sound-evoked IC LFPs in the CBA/CaJ mouse model of ARHL across the tonotopic axis. We recorded from 495 sites across four age groups (young: 4-6 months; middle: 8-14 months; old: 24-25 months; “oldest old”: 27-31 months), examining LFP responses from dorsal (low-frequency), medial (mid-frequency), and ventral (high-frequency) IC regions. Analysis of the onset depolarization (N1 component) in response to broadband noise bursts revealed significant age-related hyperexcitability in medial and dorsal regions, with oldest old animals showing enhanced responses while ventral regions were unaffected. Amplitude-intensity functions demonstrated significant age × level interactions across all regions, with oldest old animals exhibiting level-dependent hyperexcitability most pronounced at suprathreshold intensities. Time-frequency analysis of LFP spectral content (30-100 Hz) revealed a crossover pattern across medial and dorsal regions, with oldest old animals showing reduced power at low-to-moderate stimulus levels but enhanced power at high stimulus levels. Ventral regions showed a low-level reduction without suprathreshold enhancement. These findings reveal paradoxical enhancement of neural activity in the aging IC, with the most pronounced changes in dorsal and medial regions rather than ventral regions most affected by peripheral hearing loss, suggesting that central hyperexcitability depends on residual afferent drive and implicating region-specific alterations in excitatory-inhibitory balance underlying central presbycusis.
bioRxiv · Sep 2026
Abdullah Abdullah, Xiuping Liu, Jun Yan, Ning Cheng
Abstract
Auditory hypersensitivity or decreased sound tolerance is a common phenotype of Fragile X Syndrome (FXS). Impairments in adaptation, defined as the reduction in the neuronal responsiveness to repeating sounds, can contribute to this prevalent phenotype. Previous studies on event-related potential observed impairments in mismatch negativity (MMN) in both FXS individuals and in the FMR1 -knockout (KO) mouse model of FXS. Therefore, in the present study we characterized stimulus-specific adaptation (SSA), a neural correlate of MMN, at the auditory cortex (AC) of anesthetized (with ketamine/xylazine) female and male postnatal day 20 (P20) wild-type (WT) and FMR1 -KO mice, using the oddball paradigm with either 4 Hz or 1 Hz repetition rate. We observed robust SSA at the 4 Hz repetition rate of the oddball paradigm in the AC neurons of all four groups of animals. We also noted that the strength of SSA diminished between 4 to 1 Hz repetition rate. In addition, at both the 4 Hz and 1 Hz repetition rate, reduced SSA was observed particularly in the male FMR1 -KO mice compared to their WT counterparts, while female WT and FMR1 -KO mice displayed similar SSA. In terms of sex differences, male FMR1 -KO mice had lower SSA than female FMR1 -KO mice, while SSA was similar in male and female WT mice. Overall, our observation of reduced SSA in the male FMR1 -KO mice suggests that impairments in neuronal adaptation potentially contribute to the auditory hypersensitivity phenotype particularly within the male population.
eLife · Sep 2026
Elise J Meijer, Marissa Mueller, Lukas B Krone, … Zoltan Molnar
Abstract
One of the most distinctive features of the mammalian cerebral cortex is its laminar structure. Of all cortical layers, layer 6b (L6b) is by far the least studied, despite exhibiting direct sensitivity to orexin and having widespread connectivity, suggesting an important role in regulating cortical oscillations and brain state. We performed chronic electroencephalogram (EEG) recordings in mice in which a subset of L6b neurons was conditionally ‘silenced’, during undisturbed conditions, after sleep deprivation (SD), and after intracerebroventricular (ICV) administration of orexin. While the total amount of waking and sleep or the response to SD were not altered, L6b-silenced mice showed a slowing of theta frequency (6–9 Hz) during wake and rapid eye movement (REM) sleep, and a marked reduction of total EEG power, especially in non-rapid eye movement (NREM) sleep. The infusion of orexin A increased wakefulness in both genotypes, but subsequent levels of EEG slow-wave activity during NREM sleep were lower in L6b-silenced animals in the occipital derivation. In summary, these results demonstrate a role for cortical L6b in state-dependent brain oscillations and in the response to orexinergic neurotransmission. Our findings provide new insights in functions of L6b neurons and could inform the understanding of abnormal regulation of brain states in neurodevelopmental and psychiatric disorders.
Science Advances · Sep 2026
Jin Zhao, Linhao Jiang, Qian Zhang, … Zhe Zhang
Abstract
Many species display mating-related sleep suppression to maximize reproductive success, yet the underlying neural mechanisms in mammals remain unclear. Here, we report that male mice exhibit delayed sleep onset and reduced sleep duration in periods following successful mating, while females are unaffected. Single-cell transcriptomics identifies a group of sleep-promoting Rxfp1-expressing neurons in the preoptic area of hypothalamus (POA Rxfp1 neurons), and fiber photometry reveals selective inhibition of them during and after mating in male mice. Lifting this inhibition via chemogenetic activation reverses sleep suppression in mated males. Monosynaptic retrograde tracing from these POA Rxfp1 neurons identifies male-biased γ-aminobutyric acid–releasing inputs from the principal nucleus of the bed nucleus of the stria terminalis (BNSTpr). Notably, optogenetic activation of these neurons induces immediate wakefulness specifically in male mice, and BNSTpr → POA Rxfp1 neurons are hyperactive after mating. Together, these findings establish a BNSTpr → POA Rxfp1 circuit that integrates reproductive signals for male-specific sleep suppression in mice.
Nature Communications · Sep 2026
Eun-Kyung Hwang, Deborah Daphne, Charlie J. Maddox, … Carl R. Lupica
Abstract
The lateral habenula (LHb) integrates cortical and basal forebrain (BF) input and is implicated in negative affective states, but its involvement in negative affect associated with cannabis withdrawal is unknown. Here, effects of withdrawal from the psychoactive cannabis constituent, Δ 9 -tetrahydrocannabinol (Δ 9 -THC), on fear conditioning (FC) and LHb function were measured in rats using calcium photometry and electrophysiology. FC-associated LHb calcium signals, freezing behavior, and LHb excitatory-inhibitory (E-I) ratios were increased during Δ 9 -THC withdrawal, and local GABA release was impaired, indicating disinhibition of LHb output neurons. GABA release was also impaired at optogenetically activated BF-LHb axons, and not from ventral tegmental area-LHb inputs. The results indicate that Δ 9 -THC withdrawal increases LHb excitability through disinhibition, contributing to increased fear of primary and conditioned aversive stimuli. Our findings implicate the LHb in cannabis withdrawal-associated negative affect and offer insight into the neural mechanisms of cannabis use disorder.
Communications Biology · Sep 2026
Mohsen Parto-Dezfouli, Elizabeth L. Johnson, Eleni Psarou, … Pascal Fries
Abstract
Neuronal variability is a fundamental feature of neuronal coding. In spiking activity, across-trial variance (ATV) normalized by mean spike count (i.e., the Fano factor) shows stimulus-induced quenching. ATV has also been studied in electro/magneto-encephalography (E/MEG) without normalization, revealing effects of stimulation and cognition. Here we show that outside of event-related potentials (ERPs), ATV for both EEG and local field potential (LFP) is nearly identical to intra-trial variance (ITV), which equals signal power. ATV–ITV correlation decreases during ERPs, proportional to how much the ERP explains total power. While EEG ATV shows post-stimulus quenching, LFP ATV does not, particularly in the gamma band, where power increases after stimulus onset. To provide an independent variability measure, we introduce CV(power), the coefficient of variation of signal power, as a mean-normalized metric. CV(power) is the inverse of the signal-to-noise ratio of power and thus related to decodability, offering a variability measure applicable to E/MEG and LFP.
Nature Communications · Sep 2026
Hannah C. Goldbach, Rachele Rimondini, Evan S. Swanson, … Veronica A. Alvarez
Abstract
Everyday decisions depend on associations between sensory stimuli, actions, and outcomes. The striatum supports these sensorimotor associations through dopamine-dependent plasticity. Recent work has characterized a local striatal microcircuit in which cholinergic interneurons (CINs) modulate dopamine release via activation of nicotinic receptors on dopamine axons. Here, we show that visual stimuli evoke dopamine in the dorsomedial striatum partly through this cholinergic mechanism. Using anatomical and functional methods to identify the pathways involved, we found that visual and auditory cortices lack connectivity with CINs and were unable to drive cholinergic-dependent dopamine release. Frontal regions, which were activated by visual stimuli, strongly recruited CINs, producing robust dopamine release both ex vivo and in vivo. These findings reveal a fundamental distinction between sensory and frontal corticostriatal inputs, demonstrating that only the latter can evoke cholinergic-dependent dopamine signals. This work establishes a framework for understanding how cortical circuits shape striatal dopamine to support reinforcement learning.
Scientific Reports · Sep 2026
Tatsuya Oikawa, Kowa Koida
Abstract
The lateral geniculate nucleus (LGN) relays color information from the retina to the cerebral cortex via anatomically segregated pathways. Although accumulating evidence suggests that neurons conveying signals from short-wavelength-sensitive (S) cones reside in the koniocellular (K) layers, it has been technically challenging to definitively correlate physiological recordings with their histological locations in macaques, which are routine trichromatic primate. In this study, we investigated the distribution of blue-responsive (S+) cells in the macaque LGN using extracellular single-unit recordings combined with a novel, high-resolution, and minimally invasive technique for marking recording sites. Recorded units were classified using cone-isolating stimuli to identify their cone inputs, and the recording site of S+ units were marked for histological verification. We found that the majority of cells responsive to S+ stimulation were located either within the K-layers or at the border between the K- and parvocellular (P) layers. We also found one instance located in the pregeniculate nucleus. Our results provide strong evidence that both New World and Old World monkeys share this color-segregating pathway in the LGN.
European Journal of Neuroscience · Sep 2026
Peter Bremen, Robert F. van der Willigen, A. John van Opstal, Marc M. van Wanrooij
Abstract
The brain computes sound location from auditory spatial cues. Humans and barn owls both localize sounds accurately, yet they rely on fundamentally different cue configurations shaped by their ear anatomy and neural circuitry. In humans, symmetrical ears provide interaural time and level differences (ITD and ILD) for horizontal localization, while vertical localization depends primarily on high‐frequency, monaural spectral cues generated by the pinnae. Barn owls, by contrast, possess asymmetrical ears and use binaural cues for both azimuth and elevation. Because auditory pathways are tuned to species‐specific cue statistics, it remains unclear whether humans can adapt when binaural level cues are also made informative about elevation. We tested this by fitting human listeners with asymmetric ear molds that disrupted normal spectral cues, introduced elevation‐dependent ILDs, and left ITDs unaffected. Participants wore the molds during daily life and were tested with broadband, high‐pass, and low‐pass noise bursts. Acute mold exposure severely degraded elevation localization, whereas horizontal localization remained largely unaffected. With prolonged exposure, elevation localization improved, but adaptation was limited, variable across listeners, and fluctuated across sessions. Improvement was strongest for broadband sounds. Because broadband and high‐pass sounds both contained high‐frequency information, this broadband advantage cannot be explained by access to additional spectral cues alone. Instead, it suggests that low‐frequency ITDs helped listeners exploit the altered binaural cue structure, including the elevation‐dependent ILDs introduced by the molds. These findings show that humans can partially adapt to asymmetric outer‐ear acoustics when complementary spatial cues help resolve ambiguity in the altered cue structure.
Journal of Neurophysiology · Sep 2026
Audrey C. Drotos, Sarah Z. Wajdi, Michael Malina, … Michael T. Roberts
Abstract
The inferior colliculus (IC) is a critical auditory processing center. IC neurons exhibit diverse responses to different sound features, but how IC neurons encode co-varying sound features—such as both the direction and intensity of a frequency-modulated (FM) sweep—is poorly understood. Here, we show that individual IC neurons and neuronal populations multiplex information about FM sweep direction, frequency range, and speed through distinct coding strategies, including both spike timing patterns and overall firing rate.
Molecular Therapy Nucleic Acids · Sep 2026
Anna O. Norman, Courtney Scaramella, Dominik Biezonski, … Iryna M. Ethell
Abstract
Fragile X syndrome (FXS) is a neurodevelopmental disorder caused by CGG trinucleotide repeat expansion in the fragile X messenger ribonucleoprotein 1 (FMR1) gene and the resulting loss of fragile X messenger ribonucleoprotein (FMRP). Gene therapy using recombinant adeno-associated virus (AAV) to restore FMRP expression, particularly in the brain, is a promising therapeutic strategy targeting the underlying cause of FXS. We examined the impact of AAV serotype 9 (AAV9)-mediated expression of a brain-abundant human FMRP isoform (isoform 7) driven by a fragment of the human FMR1 promoter on circuit and behavioral dysfunctions in the male Fmr1 knockout (KO) mouse, FXS model. Following intracerebroventricular (i.c.v.) injection of AAV9-NG276 into neonatal KO mice at a low (1e11 vg/animal) or high (3e11 vg/animal) dose, we assessed cortical phenotypes using electroencephalography (EEG) recordings and behavioral testing. High-dose AAV9-NG276 normalized baseline gamma power, improved sound-evoked responses, and reduced background neural activity. Analysis of behavioral deficits in adult KO mice showed that high-dose neonatal AAV9-NG276 delivery normalized exploratory behaviors, social preference, and probabilistic reversal learning. Thus, early AAV-mediated delivery of human FMR1 isoform 7 ameliorates cortical dysfunction and behavioral deficits in a murine FXS model and suggests that widespread cortical biodistribution is required for therapeutic benefit.
Clinical and Experimental Otorhinolaryngology · Aug 2026
Woongsang Sunwoo, Yeeun Kim
Abstract
Objectives. Spatial mapping of sound frequencies along the auditory pathway is refined through sound-evoked activity during early development. However, how neonatal auditory deprivation alters this organization remains unclear. This study examined frequency-specific spatial representations in the inferior colliculus (IC) using targeted low-frequency (apical) and high-frequency (basal) cochlear stimulation, enabling direct evaluation of low-frequency pathway integrity after neonatal deafness.Methods. Sixteen Sprague-Dawley rats (8 normal-hearing [NH] and 8 neonatally deafened [ND]) were studied. Neonatal deafness was induced by daily kanamycin injections from postnatal days 4 to 17. At 8–10 weeks of age, all animals underwent unilateral cochlear implantation with bipolar electrode pairs positioned in apical and basal cochlear regions to activate low- and high-frequency pathways. Multiunit responses were recorded from the contralateral IC using a multichannel linear electrode array. Spatial tuning curves (STCs) based on cumulative discriminability were used to assess thresholds, spread of excitation, and tonotopic precision. Spiral ganglion neuron (SGN) density was quantified histologically.Results. Despite 48%–67% SGN loss across cochlear turns, electrically evoked auditory brainstem response thresholds and IC thresholds were comparable between groups, indicating preserved peripheral excitability. However, ND rats exhibited significantly broader STCs (P=0.002) and reduced dorsoventral separation of apical and basal best sites (1.18± 0.67 mm vs. 1.80±0.40 mm, P=0.039), reflecting degraded central tonotopic precision. The effects were most pronounced for apical (low-frequency) stimulation, consistent with the selective vulnerability of low-frequency pathways to early auditory deprivation.Conclusion. These findings provide direct physiological evidence that early auditory experience is critical for refining frequency-organized connectivity in the auditory midbrain. The preferential degradation of apical (low-frequency) spatial tuning offers translational insights for optimizing stimulation strategies in early-onset deafness.
eLife · Aug 2026
Sofie S Jacobsen, Allison B Morehouse, Pin-Chun Chen, … Celia Kjaerby
Abstract
Recent work shows that the brain’s arousal system remains active during sleep, with rhythmic locus coeruleus (LC) activity shaping sleep architecture and supporting memory consolidation. The LC releases norepinephrine (NE) in infraslow (~0.02 Hz) bouts that gate NREM sleep spindles. Here, we demonstrate that heart rate (HR) fluctuations during NREM are tightly phase-locked to these NE rhythms, identifying the LC as a key driver of very-low-frequency HR variability (VLF-HRV), an understudied autonomic signal. Using optogenetics, transient LC inhibition blunts HR slowing, whereas LC activation produces rapid HR acceleration, demonstrating a direct LC-HR relationship during sleep that is maintained across a defined range of LC activity levels but breaks down when LC activity becomes excessive. We further show that infraslow HR variability is a cross-species marker of spindle-dependent memory processing. In mice, the amplitude of HR decelerations during NREM correlates with spindle activity and subsequent memory performance. Remarkably, human sleepers show the same pattern: stronger VLF-HR fluctuations during NREM correspond to increased spindle expression and better overnight memory retention. These findings reveal a mechanistic pathway through which graded changes in LC activity, up to a critical level, modulates autonomic physiology during sleep and identify infraslow HR variability as a non-invasive marker of brainstem function and memory-promoting sleep. Because LC degeneration occurs early in neurodegenerative disease, sleep-derived HR metrics may provide a scalable indicator of emerging neuromodulatory dysfunction.
PLOS Biology · Aug 2026
Haoxuan Xu, Peirun Song, Hangting Ye, … Xiongjie Yu
Abstract
The ability to detect deviations from expected sensory input is fundamental for adaptive behavior. We recorded electrocorticographic activity from the auditory (AC) and prefrontal (PFC) cortices of behaving macaques during an auditory oddball task to probe the cortical dynamics of predictive processing. Repetition of standard stimuli evoked suppression and facilitation in AC and strong low-frequency (2 Hz) enhancement in PFC, accompanied by bidirectional delta-band GC-defined interactions indicative of a shared predictive state. Deviant stimuli triggered earlier AC responses followed by PFC activation and increased GC-defined directed interactions across theta, alpha, and conventional gamma bands. Behavioral engagement amplified both repetition-related and deviance-related ECoG responses, strengthening cortical network coordination. Together, these findings reveal behaviorally gated auditory–prefrontal dynamics that are consistent with hierarchical predictive-processing accounts, while also allowing for contributions from repetition-, novelty-, and salience-related mechanisms.