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May 8, 2026Frontiers in Psychiatry0 citationsOpen Access

Distinct sleep-disordered breathing phenotypes in elderly patients with depressive disorder: links to hypoxemia severity and inflammatory burden

JZJin-Xuan ZhengHJHui JinSHShu-Jing Hu

Key Points

  • This research aims to identify specific sleep-disordered breathing phenotypes in elderly individuals who have depressive disorder and obstructive sleep apnea-hypopnea syndrome, examining their relationship with systemic inflammation.
  • Elderly patients with depressive disorder and obstructive sleep apnea were enrolled from January to December 2025.
  • Phenotypes were derived using partitioning around medoids with internal validity metrics including silhouette and elbow criteria.
  • Blood samples were collected to measure inflammatory markers including hs-CRP, IL-6, IL-1β, and TNF-α.
  • Two phenotypes were identified: high-hypoxia/severe obstructive sleep apnea and lower-hypoxia/less severe obstructive sleep apnea, with 106 and 92 participants respectively.
  • The high-hypoxia phenotype exhibited significantly higher levels of inflammatory markers (hs-CRP, IL-6, IL-1β, TNF-α; all P < 0.001) compared to the lower-hypoxia group.
  • The inflammatory burden score was higher in the high-hypoxia group, with an adjusted β value of 1.67 SD after controlling for relevant variables.

Abstract

Objective To identify sleep-disordered breathing phenotypes in older adults with depressive disorder and obstructive sleep apnea-hypopnea syndrome (OSAHS) and to evaluate their associations with systemic inflammation. Methods Elderly patients with depressive disorder and OSAHS were consecutively enrolled from January to December 2025. A Gower distance matrix was constructed and phenotypes were derived using partitioning around medoids (PAM; k-medoids), with k selected based on silhouette, elbow criteria, and clinical interpretability. Blood samples were collected the morning after PSG to measure serum high-sensitivity C-reactive protein (hs-CRP), interleukin-6 (IL-6), interleukin-1β (IL-1β), and tumor necrosis factor-α (TNF-α). Results Among 198 participants, k = 2 was selected based on internal validity metrics (silhouette and elbow) and clinical interpretability. Compared with the lower-hypoxia/less-severe OSAHS phenotype (Cluster 1, n = 92), the high-hypoxia/severe OSAHS phenotype (Cluster 2, n = 106) had higher BMI, HAMD-17, and ESS, and more severe AHI/ODI/TS90 with a lower LSaO 2 . The high-hypoxia/severe OSAHS phenotype also showed higher hs-CRP, IL-6, IL-1β, TNF-α, WBC, neutrophils, and NLR. The inflammatory burden score was higher in the high-hypoxia/severe OSAHS phenotype (β = 1.10 SD unadjusted; β = 1.67 SD adjusted for age, sex, BMI, comorbidity, smoking, drinking, education, and MoCA; β = 1.45 SD further adjusted for HAMD-17 and ESS; all P 0.001). In men (n = 135), PAM clustering similarly identified two phenotypes differentiated mainly by AHI/ODI, with selective elevations in IL-1β and neutrophil counts. Conclusions The high-hypoxia/severe OSAHS phenotype in older adults with depressive disorder is independently associated with a higher systemic inflammatory burden.

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Cite This Study

Zheng et al. (2026) studied this question.

synapsesocial.com/papers/69fd7cd4bfa21ec5bbf05c5bhttps://doi.org/10.3389/fpsyt.2026.1777040
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