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. 2025 Jul 30:19:1581929.
doi: 10.3389/fnins.2025.1581929. eCollection 2025.

Age-related and sex-specific trends in sleep quality in children and adolescents

Affiliations

Age-related and sex-specific trends in sleep quality in children and adolescents

Hugi Hilmisson et al. Front Neurosci. .

Abstract

Introduction: Strong developmental trends are well described in non-rapid eye movement (NREM) sleep characteristics but also seen in cyclic-alternating-pattern (CAP). The latter shows a bimodal distribution: slow wave dominant (A1) complexes early in life and A2/A3 complexes later in life. This analysis aimed to assess trends in CAP-linked cardiopulmonary coupling (CPC) calculated Sleep Quality Index (SQI) from childhood through adolescence.

Methods: Analysis of de-identified data from the SleepImage® System (MyCardio LLC, Denver, CO, United States), using CPC-calculations evaluating integrated electrocortical-autonomic-respiratory interactions to derive sleep states, SQI, and combined with oxygen saturation, an apnea hypopnea index (AHI).

Results: Forty-one thousand nights of continuous sleep recordings of ≥ 6 h in duration and ≥ 4 h of total sleep time (TST), with good signal quality (≥ 80%) from individuals < 18 years of age were included in the analysis (48% girls-52% boys). Age groups were defined as 2-5 years (preschool-age, 39% girls-61% boys), 6-9 years (school-age, 47% girls-53% boys), 10-13 years (early-adolescent, 47% girls-53% boys), 14-17 years (late-adolescent, 52% girls-48% boys). In the cohort 20% had moderate- (AHI3% 5-10) and 8% severe sleep apnea (AHI3% ≥ 10). SQI is highest in school-aged children that are expected to sleep for 9-12/24 h with no sex differences observed (75.8 ± 15.8 and 75.3 ± 16.2; p = 0.06). Preschool-aged children are expected to sleep for 10-13/24 h, have a slightly lower SQI compared to school-aged children, with SQI higher in girls (73.4 ± 17.5 and 71.6 ± 19.2; p < 0.001). During early adolescence, when sleep duration is expected to be 8-10/24 h, SQI is significantly lower in girls compared to boys (70.5 ± 17.4 and 71.8 ± 17.0; p < 0.001). In late adolescence, SQI decline continues, but at a slower rate in girls who, at this age, girls have higher SQI than boys (63.1 ± 18.3 and 60.5 ± 18.2); p < 0:001. AHI3% is significantly lower in girls in all age-groups; it is lowest in school-age children and gradually increases during adolescence.

Conclusion: Children seem to reach their full potential in sleep stability and quality around school-age. In early adolescence, measured sleep stability and quality start to gradually decline, with the decline starting earlier in girls while larger in boys during the adolescent years.

Keywords: adolescents; children; sex differences; sleep quality; sleep quality index; sleep trends.

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Conflict of interest statement

HH is Chief Technology Obicer for MyCardio LLC. SleepImage is the brand name of MyCardio LLC, a privately held entity. SM is Chief Medical officer of MyCardio LLC and has partial ownership. SleepImage is the brand name of MyCardio LLC, a privately held entity. MyCardio LLC is a licensee of patents used in the cardiopulmonary coupling (CPC) and cyclic variation of heart rate (CVHR) algorithms, a method to phenotype sleep and sleep apnea, from the Beth Israel Deaconess Medical Center, Boston, MA, USA. RT is co-inventor of the patented CPC algorithm, which is licensed by the BIDMC to MyCardio, LLC; he receives royalties via standard institutional policies. He further discloses the following: (1) unlicensed patent for the Positive Airway Pressure Gas Modulator (PAPGAM), a device to control CO2 in the positive airway pressure breathing circuit for treatment of central/complex apnea; (2) submitted patents: (a) Respiratory selfsimilarity for detection of high loop gain apnea; (b) Enhanced Expiratory Rebreathing Space for treatment of high loop gain sleep apnea; (3) general sleep medicine consulting: Guidepoint, GLG Councils, Jazz Pharmaceuticals; (4) licensed auto-CPAP algorithm: DeVilbiss-Drive.

Figures

Bar graphs comparing girls and boys for Sleep Quality Index (SQI) and Apnea Hypopnea Index (AHI-3%) across age groups: 2-5, 6-9, 10-13, and 14-17. Girls show higher SQI and lower AHI values. Vertical lines represent standard deviation.
FIGURE 1
Trends in the sleep quality index (SQI) and the apnea hypopnea index (AHI) stratifying the cohort based on age in 3 years increments as preschool-aged children (2–5 years), school-aged children (6–9 years), early adolescents (10–13 years) and late adolescents (14–17 years).

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