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Updated: Jun 11, 2026

Association Between Sleep Quality and Cognitive Symptoms in Patients with Major Depressive Disorder
Published on: April 26, 2024
Integrative profiling of glymphatic dysfunction in adolescent subthreshold depression
Qiwei Guo1, Ruisi Wang2, Zhongli Lan3
1Faculty of Health Sciences, University of Macau, Taipa, Macau; Centre for Cognitive and Brain Sciences, University of Macau, Taipa, Macau.
Background:
Subthreshold depression (StD) in adolescence is clinically important, but its neurobiological substrates remain unclear. We examined whether adolescents with StD show multimodal MRI alterations related to glymphatic function.
Methods:
We recruited 107 adolescents (71 StD, 36 healthy controls). Six glymphatic-related biomarkers were assessed: choroid plexus volume, BOLD-CSF coupling, CSF Hurst exponent, ALPS index, perivascular space volume, and basal forebrain cholinergic nucleus volume. Group differences were tested using age- and sex-adjusted ANCOVA. Biomarker-clinical associations were examined using partial correlations with biomarker-wise Bonferroni correction across five primary clinical scales. Mahalanobis distance (MD) quantified multivariate deviation from the healthy-control glymphatic profile.
Results:
Compared with controls, adolescents with StD showed reduced BOLD-CSF coupling (F = 4.14, p = 0.044) and lower left ALPS (F = 9.12, p = 0.003). Three associations survived Bonferroni correction: lower left ALPS was associated with greater insomnia severity (p_Bonf = 0.021) and self-rated depressive symptoms (p_Bonf = 0.016), and lower CSF Hurst exponent with higher PHQ-9 scores (p_Bonf = 0.029). MD was higher in StD (F = 6.17, p = 0.01) and showed the strongest clinical association with PHQ-9 severity (r = 0.403, p = 0.001).
Conclusions:
Adolescents with StD exhibit a multivariate glymphatic-related MRI profile involving altered BOLD-CSF coupling, reduced left ALPS, and clinically relevant deviations across biomarkers. These findings provide preliminary evidence that glymphatic-related MRI alterations may represent a neurobiological feature of adolescent StD and support multimodal integration over reliance on any single indirect marker.
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