Evidence map›Paper›PMID 42454951›Full record

ArticleSleep2026

Beyond aging, sex, and insomnia disorder shape NREM brain oscillations.

Nyissa A Walsh, Aurore A Perrault, Nathan E Cross, Antonia Maltezos, Emma-Maria Phillips, Loïc Barbaux, Oren M Weiner, Claire Dyment, Florence Borgetto, Jean-Phillipe Gouin and 1 more

Abstract read
In one paragraph

Article in Sleep, 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

11 authors.

Nyissa A WalshSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.
Aurore A PerraultSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.ORCID 0000-0003-2839-610X
Nathan E CrossSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.ORCID 0000-0002-7325-7646
Antonia MaltezosSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.
Emma-Maria PhillipsSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.ORCID 0009-0006-6708-7093
Loïc BarbauxSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.ORCID 0009-0009-7282-1872
Oren M WeinerSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.
Claire DymentSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.
Florence BorgettoSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.
Jean-Phillipe GouinDepartment of Psychology, Concordia University, Montreal, Canada.ORCID 0000-0002-5497-5140
Thien Thanh Dang-VuSleep, Cognition, & Neuroimaging Lab, Department of Health, Kinesiology, and Applied Physiology, Concordia University, Montreal, Canada.

Funding

CIHR MOP 142191CIHR PJT153115Fonds de Recherche du Québec 767-2023-2413
6 · The paper itself

Abstract

STUDY

objectivesChronic insomnia disorder (INS) is particularly prevalent in older adults and females. Sex- and age-related differences in neurophysiological markers of sleep quality (sleep spindles and slow-wave activity [SWA]) may underlie differential vulnerability to INS. This study investigated the effects of sex and chronic insomnia disorder on spindle and SWA beyond aging, to better understand the mechanistic differences contributing to the higher prevalence of INS in females. MATERIALS AND

methodsAfter a habituation night, one night of sleep assessed with polysomnography was analyzed in 222 adults (aged 18-82) including 119 INS (71% female) and 103 healthy sleepers (HS; 61% female). Spindle density, slow oscillation (SO) density, relative sigma power and SWA were derived during NREM sleep. Age, group, sex, and group-by-sex interactions were examined, with age as a covariate.

resultsAge, INS, and sex each contributed uniquely to NREM oscillatory activity. INS primarily reduced spindle and SO density, while sex accounted for differences in SWA. While SWA was higher in females overall, sex differences were not significant within the INS or HS groups. Female INS reported highest rates of insomnia severity as well as lower sigma power than males in the INS group. Spindle and SO density deficits were also present in female INS relative to female HS, as well as male INS relative to male HS.

conclusionsThe combination of reduced sigma power in females with chronic insomnia disorder relative to their male counterparts, as well as less spindle and SO density compared to female healthy sleepers may contribute to greater insomnia severity in females.

Indexed as

AgingBrainSleep Initiation and Maintenance DisordersSleep, Slow-WaveSleep StagesAdolescentAdultAgedAged, 80 and overAge FactorsElectroencephalographyFemaleHumansMaleMiddle AgedPolysomnographychronic insomniadeltaEEGgenderinsomnia disordersexsigmasleepslow oscillationslow wave activityspindle

Identifiers

PMID42454951
PMCPMC13658286

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.