# Age and gender-related neurophysiological changes in sleep and wake states during childhood

**Authors:** Kevin Mammeri, Guillaume Legendre, Fiona Journal, Nathalie Fernandez, Helene Ruppen-Maret, Joanny Combey, Sophie Schwartz, Virginie Sterpenich

PMC · DOI: 10.1016/j.dcn.2026.101681 · Developmental Cognitive Neuroscience · 2026-01-21

## TL;DR

The study found that girls show earlier brain maturation signs in sleep patterns compared to boys, which may affect cognition and development.

## Contribution

The study reveals gender-specific neurophysiological changes in sleep and wake states during childhood.

## Key findings

- Girls showed earlier reductions in deep and REM sleep compared to boys.
- Delta power shifted frontally in girls, indicating faster brain maturation.
- Sleep spindle frequency in girls correlated with better attention accuracy.

## Abstract

Brain maturation and sleep patterns evolve throughout childhood, intricately influencing cognitive functions. However, it remains unclear whether changes in sleep and cognition follow similar or distinct trajectories as a function of age and gender during childhood. We included 61 healthy children (30 boys and 31 girls), aged 5–12 years old, who completed a visual memory task and a sustained attention to response task (SART), before and after undergoing one night of polysomnography at home. Our findings revealed large age-related associations in girls, with N3 and REM durations decreasing and sleep spindle frequency during N2 increasing across development. Conversely, these patterns were not observed in boys. Moreover, a significant interaction showed a shift in delta power topography from posterior to anterior regions in girls compared to boys. Alongside these sleep changes, girls exhibited a predominant excitatory pattern of brain activity during wakefulness as evidenced by a reduction in resting EEG slope. Regarding cognition, we found a large correlation between the increase in sleep spindle frequency in girls and morning accuracy on the SART. Overnight memory consolidation did not vary with age or gender. Taken together, these findings suggest an earlier onset of brain maturation in girls, reflected by less deep sleep, faster sleep spindles, frontal shift in delta power, and greater cortical excitability during wakefulness. This pattern in girls challenges the notion that developmental modifications of sleep are minimal during childhood. How closely may these changes relate to puberty or timing remain to be established in future longitudinal studies.

•Brain activity was tracked at home to assess natural sleep and development.•Girls show earlier reductions in deep and REM sleep than boys, reflecting brain development.•Delta power shifts frontally only in girls, indicating faster brain maturation.•Sleep spindle frequency rises with age in girls and predicts better attention accuracy.•Gender specific brain changes during sleep matter for puberty, cognition, and mental health.

Brain activity was tracked at home to assess natural sleep and development.

Girls show earlier reductions in deep and REM sleep than boys, reflecting brain development.

Delta power shifts frontally only in girls, indicating faster brain maturation.

Sleep spindle frequency rises with age in girls and predicts better attention accuracy.

Gender specific brain changes during sleep matter for puberty, cognition, and mental health.

## Full-text entities

- **Diseases:** mental disorders (MESH:D001523), sleep inertia (MESH:D014593), sleep deprivation (MESH:D012892), neurological, psychological or sleep disorders (MESH:D020018)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12861257/full.md

## References

75 references — full list in the complete paper: https://tomesphere.com/paper/PMC12861257/full.md

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Source: https://tomesphere.com/paper/PMC12861257