Evidence map›Paper›PMID 41922415›Full record

ArticleScientific reports2026

Cortical firing dynamics during micro-arousals vary with sleep/wake history and micro-arousal duration.

Natalie L Hauglund, Lukas B Krone, Martin Kahn, Cristina Blanco-Duque, Vladyslav V Vyazovskiy

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Natalie L HauglundDepartment of Physiology, Anatomy and Genetics, University of Oxford, Oxford, OX1 3PT, UK. natalie.hauglund@dpag.ox.ac.uk.
Lukas B KroneDepartment of Physiology, Anatomy and Genetics, University of Oxford, Oxford, OX1 3PT, UK.
Martin KahnPicower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
Cristina Blanco-DuqueDepartment of Physiology, Anatomy and Genetics, University of Oxford, Oxford, OX1 3PT, UK.
Vladyslav V VyazovskiyDepartment of Physiology, Anatomy and Genetics, University of Oxford, Oxford, OX1 3PT, UK. vladyslav.vyazovskiy@dpag.ox.ac.uk.

Funding

Berrow Foundation Lord Florey ScholarshipBiotechnology and Biological Sciences Research Council BB/X008711/1John Fell Fund, University of Oxford 131/032Medical Research Council MR/N026039/1Novo Nordisk Fonden NNF23OC0082427Wellcome Trust 098461/Z/12/ZWellcome Trust 109059/Z/15/ZWellcome Trust 203971/Z/16/Z
6 · The paper itself

Abstract

Non-rapid eye movement (NREM) sleep is not uniform but characterized by brief intrusions of wake-like brain activity and increased muscle tonus known as micro-arousals or brief awakenings. Although micro-arousals are an inherent feature of human and animal sleep, knowledge about the neural correlates of micro-arousals is sparse. We here developed an algorithm for automatic detection of micro-arousals based on EMG activity and used it to analyse the associated laminar neural activity in the motor cortex in mice. Our analysis showed that short micro-arousals with a duration below 5 s were associated with decreased cortical firing, while longer micro-arousals with a duration of 5–10 s were associated with increased firing in a similar manner to transitions to wakefulness. Analysis of single-channel firing showed that some channels exhibited increased activity immediately prior to micro-arousals, while others exhibited decreased activity. Slow wave activity (SWA, 1–4 Hz) immediately after micro-arousals was tightly correlated with sleep pressure and even surpassed average SWA levels during NREM sleep in sleep deprived animals. This study provides new insights into the neural mechanisms associated with micro-arousals and identifies a new link between sleep architecture and sleep homeostasis.

Indexed as

ArousalMotor CortexSleepWakefulnessAlgorithmsAnimalsElectroencephalographyElectromyographyMaleMiceSleep, Slow-Wave

Identifiers

PMID41922415
PMCPMC13183868

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.