Evidence map›Paper›PMID 40416582›Full record

ArticleCurrent sleep medicine reports2025

Improving the cardiovascular outcomes of obstructive sleep apnea: Towards more precise hypoxia-based models of disease severity.

Nida T Qayyum, Andrew T Cole, Rami N Khayat, Anna Grosberg

Abstract read
In one paragraph

Article in Current sleep medicine reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Nida T QayyumDepartment of Chemical and Biomolecular Engineering, University of California, Irvine, Irvine, CA, United States.
Andrew T ColeDepartment of Biomedical Engineering, University of California, Irvine, Irvine, CA, United States.
Rami N KhayatThe UCI Sleep Disorders Center, University of California, Irvine, Irvine, CA, United States.
Anna GrosbergDepartment of Chemical and Biomolecular Engineering, University of California, Irvine, Irvine, CA, United States.

Funding

A novel tool to quantify hypoxia burden from clinical sleep studiesR03EB035333 · NIBIB · UNIVERSITY OF CALIFORNIA-IRVINE · PI GROSBERG, ANNA, KHAYAT, RAMI N · 2024 to 2025
$142k
Developing tools for assessing obstructive sleep apnea severity and consequences from existing clinical dataF31HL174146 · NHLBI · UNIVERSITY OF CALIFORNIA-IRVINE · PI QAYYUM, NIDA TARIQ · 2024 to 2025
$84k
NHLBI NIH HHS F31 HL174146NIBIB NIH HHS R03 EB035333
6 · The paper itself

Abstract

Purpose of review: Obstructive sleep apnea (OSA) affects at least 1 billion people worldwide, and its increasing prevalence is alarming considering an association to comorbidities such as cardiovascular disease (CVD) and to demonstrated health disparities. This raises concerns regarding the current diagnostic standards, which are also impacted by disparities. The current review was aimed at identifying limitations in the apnea-hypopnea index (AHI), the primary clinical indicator of OSA severity, and analyzing recent alternatives. In addition, the association between OSA and CVD was discussed, and, considering the role of intermittent hypoxia, solutions were proposed for improving OSA diagnosis. Recent findings: Based on a review of current literature, alternative metrics to the AHI such as the hypoxia burden, sleep apnea-specific pulse rate, and oxygen desaturation rate were shown to be correlated with indicators of CVD in OSA patients. A recent mathematical study also presents the possibility of a model-based metric to eliminate existing bias in diagnostics and provide a more accurate quantification of tissue hypoxia. Summary: The analyzed studies give incentive to look beyond current clinical standards in OSA. Through this review, we motivate the use of mathematical modeling as a future avenue to improve OSA diagnosis with a hypoxia-based approach.

Indexed as

apnea hypopnea indexhypoxia burdenmathematical modelingObstructive sleep apneatissue oxygenation

Identifiers

PMID40416582
PMCPMC12097757

What Socratic holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.