Evidence map›Paper›PMID 41767290›Full record

ArticleNeuroscience of consciousness2026

Rapid eye movement sleep displays distinct fractal dynamics between phasic and tonic states.

Yiqing Lu, Liang Wu, Jingyu Liu, Yongcheng Li, Yaping Huai

Abstract read
In one paragraph

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

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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

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Yiqing LuDepartment of Rehabilitation Medicine, Shenzhen Longhua District Central Hospital, Guanlan Avenue No. 187, Shenzhen, 518110, Guangdong, China.ORCID https://orcid.org/0000-0003-3229-419X
Liang WuDepartment of Rehabilitation Medicine, Shenzhen Longhua District Central Hospital, Guanlan Avenue No. 187, Shenzhen, 518110, Guangdong, China.
Jingyu LiuDepartment of Rehabilitation Medicine, Shenzhen Longhua District Central Hospital, Guanlan Avenue No. 187, Shenzhen, 518110, Guangdong, China.
Yongcheng LiCAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), Xueyuan Avenue No. 1068, Shenzhen, 518055, Guangdong, China.
Yaping HuaiDepartment of Rehabilitation Medicine, Shenzhen Longhua District Central Hospital, Guanlan Avenue No. 187, Shenzhen, 518110, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rapid eye movement (REM) sleep consists of phasic and tonic microstates with unique neurophysiological properties, yet their fractal characteristics remain underexplored. Using Higuchi's fractal dimension (HFD) analysis of electroencephalographic data from healthy adults, this study investigated complexity differences between REM microstates. The results showed that both phasic and tonic REM exhibited significantly lower global HFD values compared to wakefulness, while displaying similar overall complexity levels between microstates. Importantly, phasic REM demonstrated regionally specific reductions in fractal dimensionality, with pronounced decreases observed in frontocentral areas. These localized reductions exhibited a negative association with theta band power, yet remained statistically unrelated to Lempel-Ziv complexity (LZC) measures, indicating that HFD and LZC capture distinct aspects of neural signal organization. The findings reveal that although phasic and tonic REM maintain comparable global complexity, they differ in their spatiotemporal fractal patterns. The association between increased theta power and reduced fractal dimensionality suggests that phasic REM represents a neurophysiological state favoring rhythmic regularity, potentially optimized for internal information processing. These results position HFD as a valuable complementary approach for characterizing REM microstates, with potential applications in elucidating the pathophysiology of sleep disorders.

Indexed as

complexityEEGfractal dimensionnonlinear dynamicsREM sleep

Identifiers

PMID41767290
PMCPMC12937025

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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.