Evidence map›Paper›PMID 41292120›Full record

ArticleJournal of sleep research2026

Differential Nap-To-Nap Stability of Sleep Spindles, Slow Waves, and their Temporal Coupling: An Exploratory Study.

Damiana Bergamo, Antonino Visalli, Angie Baldassarri, Nicola Cellini

Abstract read
In one paragraph

Article in Journal of sleep research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Damiana BergamoDepartment of General Psychology, University of Padova, Padova, Italy.ORCID 0000-0001-7857-917X
Antonino VisalliDepartment of General Psychology, University of Padova, Padova, Italy.ORCID 0000-0002-4808-6320
Angie BaldassarriDepartment of General Psychology, University of Padova, Padova, Italy.ORCID 0009-0000-7489-1203
Nicola CelliniDepartment of General Psychology, University of Padova, Padova, Italy.

Funding

Italian Ministry of University and Research (MUR) #2022FL4W7LItalian Ministry of University and Research (MUR) #P20229MRTHUniversità degli Studi di Padova
6 · The paper itself

Abstract

Slow waves and sleep spindles characterise non-rapid eye movement (NREM) sleep and support cognitive and plasticity-related functions. While their stability across nights is well established, less is known about their consistency across daytime naps. Nineteen healthy young adults (20-27 years) underwent two 90-min afternoon naps, interleaved by 1 week, under polysomnographic recording. Slow waves and sleep spindles were detected using standardised algorithms, and their key features, as well as NREM spectral power, were extracted from N2 sleep and assessed for nap-to-nap reliability using intraclass correlation coefficients. Temporal coupling between spindles and slow wave events was also evaluated. Spectral power showed good consistency in the sigma band and moderate consistency in the delta band. Spindle frequency, density, and duration were highly reliable, particularly for fast spindles. Slow wave density and slope showed moderate stability, while amplitude and duration were less stable and not consistent, respectively. The phase of slow wave-spindle coupling did not show consistency between naps. Overall, some specific features of NREM sleep, particularly those related to spindles, appear relatively stable across naps and may reflect trait-like aspects of individual sleep physiology. In contrast, coupling dynamics appear more variable and influenced by state-related factors.

Indexed as

SleepSleep, Slow-WaveSleep StagesAdultElectroencephalographyFemaleHumansMalePolysomnographyReproducibility of ResultsYoung AdultnapNREMNREM fingerprintssleep spindlesslow wavesspindle‐slow wave coupling

Identifiers

PMID41292120
PMCPMC13193487

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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.