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Continuous positive airway pressure

Continuous positive airway pressure (CPAP) is a form of non-invasive ventilation that delivers a continuous level of air pressure through a mask during sleep.

Where the papers sit

10 papers from the last 6 months study continuous positive airway pressure directly · updated from PubMed 9 Oct 2026

Study type 0 clinical trials · 7 observational · 3 human data

Themes 3 themes · 1 new direction

  • CPAP Outcomes in Sleep Apnea

    Long-term CPAP use in obstructive sleep apnea is being assessed through treatment persistence, patient preferences, and vascular and ocular outcomes. Retinal vasculature, corneal ulceration, and subsequent eye surgery provide recurring safety and endpoint questions. Nasal procedures are examined as potential influences on continued treatment in large claims populations. Prediction models and discrete-choice studies add implementation and preference data, but no single outcome dominates.

    5 papers · 50%

  • Personalized CPAP Management

    Respiratory endotypes and upper-airway anatomy are being used to individualize CPAP pressure and anticipate adherence. Polysomnography-derived features support regression and machine-learning models, including XGBoost and random forest. Prediction of CPAP or high-flow nasal cannula failure extends this goal to preterm neonates. The work remains focused on clinical prediction rather than a single validated optimization strategy.

    3 papers · 30%

  • Elderly Sleep Apnea Care

    Depressive symptoms and sustained treatment use are the central concerns in elderly patients receiving CPAP for obstructive sleep apnea. The Geriatric Depression Scale is used to assess whether therapy changes mood-related outcomes. Ambulatory initiation is examined for its effect on long-term adherence. The small body of work links psychological benefit with the practical challenge of maintaining treatment.

    2 papers · 20%

NEW DIRECTION

CPAP is evaluated as a potential determinant of corneal disease rather than solely as treatment for OSA

Adults with obstructive sleep apnea in a 20-year matched TriNetX cohort 42484914Jul were studied not only for CPAP treatment outcomes but also for corneal ulceration, perforation, and keratoplasty. The study found that OSA was associated with increased risks of these corneal outcomes and explicitly compared CPAP-treated patients with untreated OSA and non-OSA controls. This extends CPAP’s role beyond respiratory treatment, adherence, and symptom improvement to a possible determinant of serious ocular morbidity, making corneal safety an outcome requiring direct evaluation.

Papers

The 10 papers from the last 6 months that study continuous positive airway pressure directly, newest first, by theme and by study type. Study types come from PubMed publication types and MeSH headings.

By theme

CPAP Outcomes in Sleep Apnea (5)
  1. Impact of Continuous Positive Airway Pressure Treatment on Retinal Vasculature in Obstructive Sleep Apnea: A 7-Year Follow-Up. Investigative ophthalmology & visual science · 4 Aug 2026 PMID 42549840
  2. Association of obstructive sleep apnea and continuous positive airway pressure on risk of corneal ulceration and surgical interventions. International ophthalmology · 22 Jul 2026 PMID 42484914
  3. Development and internal validation of a prediction model for sleep apnea syndrome treated with continuous positive airway pressure based on claims and health checkup data linked to personal health records. Sleep & breathing = Schlaf & Atmung · 9 Jun 2026 PMID 42262410
  4. Patient preferences for obstructive sleep apnea treatment attributes: a discrete choice experiment among CPAP users in Japan. Sleep · 18 May 2026 PMID 42149964
  5. CPAP treatment persistence following nasal procedures in obstructive sleep apnea: a real-world claims-based analysis of 1.3 million patients. Journal of medical economics · 13 May 2026 PMID 42126088
Personalized CPAP Management (3)
  1. Machine learning models for prediction of continuous positive airway pressure failure and high-flow nasal cannula failure in preterm neonates with respiratory distress. European journal of pediatrics · 8 Oct 2026 PMID 42848056
  2. Predicting optimal CPAP pressure in obstructive sleep apnea among Chinese patients using respiratory endotype derived from polysomnography. Scientific reports · 6 Aug 2026 PMID 42562864
  3. Examining the association between CT-defined low tongue posture and CPAP adherence. Sleep & breathing = Schlaf & Atmung · 25 Jul 2026 PMID 42501151
Elderly Sleep Apnea Care (2)
  1. Impact of CPAP therapy on geriatric depression scale scores in elderly patients with obstructive sleep apnea. Sleep & breathing = Schlaf & Atmung · 7 Oct 2026 PMID 42842090
  2. Long-term CPAP adherence in elderly patients after ambulatory initiation. Sleep & breathing = Schlaf & Atmung · 27 Aug 2026 PMID 42658313

By study type

Observational studies and case reports (7)
  1. Machine learning models for prediction of continuous positive airway pressure failure and high-flow nasal cannula failure in preterm neonates with respiratory distress. European journal of pediatrics · 8 Oct 2026 PMID 42848056
  2. Impact of CPAP therapy on geriatric depression scale scores in elderly patients with obstructive sleep apnea. Sleep & breathing = Schlaf & Atmung · 7 Oct 2026 PMID 42842090
  3. Long-term CPAP adherence in elderly patients after ambulatory initiation. Sleep & breathing = Schlaf & Atmung · 27 Aug 2026 PMID 42658313
  4. Impact of Continuous Positive Airway Pressure Treatment on Retinal Vasculature in Obstructive Sleep Apnea: A 7-Year Follow-Up. Investigative ophthalmology & visual science · 4 Aug 2026 PMID 42549840
  5. Examining the association between CT-defined low tongue posture and CPAP adherence. Sleep & breathing = Schlaf & Atmung · 25 Jul 2026 PMID 42501151
  6. Association of obstructive sleep apnea and continuous positive airway pressure on risk of corneal ulceration and surgical interventions. International ophthalmology · 22 Jul 2026 PMID 42484914
  7. CPAP treatment persistence following nasal procedures in obstructive sleep apnea: a real-world claims-based analysis of 1.3 million patients. Journal of medical economics · 13 May 2026 PMID 42126088
Human data, design not indexed (3)
  1. Predicting optimal CPAP pressure in obstructive sleep apnea among Chinese patients using respiratory endotype derived from polysomnography. Scientific reports · 6 Aug 2026 PMID 42562864
  2. Development and internal validation of a prediction model for sleep apnea syndrome treated with continuous positive airway pressure based on claims and health checkup data linked to personal health records. Sleep & breathing = Schlaf & Atmung · 9 Jun 2026 PMID 42262410
  3. Patient preferences for obstructive sleep apnea treatment attributes: a discrete choice experiment among CPAP users in Japan. Sleep · 18 May 2026 PMID 42149964