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April 23, 2026Sleep And Breathing2 citationsOpen Access

Predicting sleep apnea worsening and cardiometabolic risk without treatment

PLP Lavie

Key Result

Untreated obstructive sleep apnea progressively worsened over 3.8 years, with higher baseline apnea severity independently predicting incident cardiovascular disease (OR 1.03 per AHI unit).

Key Points

  • The study aims to identify factors predicting the progression of sleep apnea severity and related cardiometabolic risks in untreated patients.
  • Retrospective analysis of 538 adults with two overnight polysomnographic evaluations over approximately 4 years.
  • Assessment of apnea severity via continuous change in apnea hypopnea index and baseline measures.
  • Multivariable regression analyses to determine predictors for apnea severity and cardiometabolic outcomes.
  • Apnea severity and nocturnal hypoxemia worsened significantly over time.
  • Worsening apnea severity was linked to higher baseline body mass index, weight gain, and sleep latency.
  • Incident hypertension and diabetes associated with age and baseline BMI, while cardiovascular disease linked to apnea severity.

Study Design

Type

Cohort (n=538)

Multicenter

Yes

Structured PICO

P
Population
538 adults (419 men, 119 women) with suspected obstructive sleep apnea who declined treatment and underwent two attended overnight polysomnographic evaluations.
O
Outcome
Change in apnea severity (continuous change in AHI and categorical transitions) and incident cardiometabolic comorbidities (hypertension, diabetes, and cardiovascular disease)hard clinical

In untreated patients, obstructive sleep apnea progressively worsens over time, and baseline apnea severity and sleep fragmentation independently predict incident cardiovascular disease.

Main Result

Effect estimate: OR 1.03 (95% CI 1.00-1.05)

p-value: p=0.027

Limitations

  • Observational design precludes causal inference and residual confounding cannot be excluded
  • Modest event counts for some cardiovascular outcomes limited statistical power
  • Selection bias due to participants being untreated by choice
  • Categorical severity transitions are inherently influenced by proximity to diagnostic thresholds
  • Changes in lifestyle factors other than weight were not systematically captured

Abstract

Abstract Purpose The natural history of untreated obstructive sleep apnea (OSA) and its cardiometabolic consequences are not fully characterized. We aimed to identify predictors of apnea severity progression and incident cardiometabolic comorbidities in untreated patients, comparing continuous and categorical measures of apnea severity. Methods We retrospectively studied 538 adults (419 men, 119 women) who underwent two attended overnight polysomnographic evaluations separated by 3.8 ± 2.7 years and declined OSA treatment. Changes in apnea severity were assessed using continuous change in apnea–hypopnea index (ΔAHI) and categorical transitions across standard severity thresholds. Multivariable linear regression was used to identify predictors of ΔAHI, and multivariable logistic regression was used to identify predictors of incident hypertension, diabetes, and cardiovascular disease. Results Apnea severity and nocturnal hypoxemia worsened significantly over time. In linear regression, worsening ΔAHI was independently associated with higher baseline body mass index (BMI), greater weight gain, more severe baseline hypoxemia, and longer sleep latency, whereas higher baseline AHI was associated with smaller subsequent increases. In contrast, categorical progression to moderate or severe OSA was primarily predicted by baseline BMI. Incident hypertension and diabetes were independently associated with age, baseline BMI, and duration of follow-up, but not with baseline AHI or ΔAHI. Incident cardiovascular disease was independently associated with baseline apnea severity and lower sleep efficiency. Model discrimination ranged from acceptable to good (C-statistics 0.75–0.86). Conclusion In untreated patients, OSA commonly worsens over time, with progression influenced by obesity, hypoxemia, and sleep quality. Continuous measures of apnea severity capture physiologic progression more sensitively than categorical classifications. Cardiometabolic consequences differ by outcome, with obesity predominating for hypertension and diabetes and apnea severity and sleep fragmentation more closely linked to cardiovascular disease.

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Cite This Study

P Lavie (2026) conducted a cohort in Untreated obstructive sleep apnea (n=538). None (Untreated observation) was evaluated on Incident cardiovascular disease (associated with baseline AHI) (OR 1.03, 95% CI 1.00-1.05, p=0.027). Untreated obstructive sleep apnea progressively worsened over 3.8 years, with higher baseline apnea severity independently predicting incident cardiovascular disease (OR 1.03 per AHI unit).

synapsesocial.com/papers/69e9baa885696592c86ecab4https://doi.org/10.1007/s11325-026-03617-y
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