Evidence map›Paper›PMID 38605676›Full record

ArticleSleep2024

Pathogenesis of sleep-disordered breathing in the setting of opioid use: a multiple mediation analysis using physiology.

Jeremy E Orr, Atul Malhotra, Eli Gruenberg, Traci Marin, Scott A Sands, Raichel M Alex, Robert L Owens, Christopher N Schmickl

Open access · greenAbstract read
In one paragraph

Article in Sleep, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
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

9 citing papers in PubMed, 12 citations in OpenAlex.

  1. Trial
  2. Review
  3. Stroke volume reduction impairs cerebrovascular regulation through ETCOClinical autonomic research : official journal of the Clinical Autonomic Research Society · 2026
    Article
  4. Article
  5. Opioids and Respiratory Related Consequences.Sleep medicine clinics · 2025
    Review
  6. Review
  7. Article
  8. Review
  9. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Jeremy E OrrDivision of Pulmonary, Critical Care, and Sleep Medicine, UC San Diego, La Jolla, CA, USA.ORCID 0000-0002-4498-5337
Atul MalhotraDivision of Pulmonary, Critical Care, and Sleep Medicine, UC San Diego, La Jolla, CA, USA.
Eli GruenbergDivision of Pulmonary, Critical Care, and Sleep Medicine, UC San Diego, La Jolla, CA, USA.
Traci MarinDivision of Pulmonary, Critical Care, and Sleep Medicine, UC San Diego, La Jolla, CA, USA.
Scott A SandsDivision of Sleep and Circadian Disorders, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA.
Raichel M AlexDivision of Sleep and Circadian Disorders, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA.
Robert L OwensDivision of Pulmonary, Critical Care, and Sleep Medicine, UC San Diego, La Jolla, CA, USA.
Christopher N SchmicklDivision of Pulmonary, Critical Care, and Sleep Medicine, UC San Diego, La Jolla, CA, USA.
UC San Diego Health System · USBrigham and Women's Hospital · US

Funding

Is Obstructive Sleep Apnea Important in the Development of Alzheimer's DiseaseR01AG063925 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL · 2020 to 2024
$3.7M
Underlying mechanisms of obesity-induced obstructive sleep apneaR01HL148436 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Atul Malhotra · 2020 to 2026
$3.4M
Sleep Apnea Endophenotypes: One Size Does Not Fit AllR01HL154926 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL · 2021 to 2025
$3.3M
The cardiovascular consequences of sleep apnea plus COPD (Overlap syndrome)R01HL166485 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Atul Malhotra · 2023 to 2026
$3.1M
VentNet: A Real-Time Multimodal Data Integration Model for Prediction of Respiratory Failure in Patients with COVID-19R01HL157985 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL, NEMATI, SHAMIM · 2022 to 2025
$2.9M
Developing a Diverse Next Generation of Leaders in Respiratory ScienceT32HL166127 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Laura Elise Crotty Alexander, Atul Malhotra · 2023 to 2026
$1.6M
Acetazolamide to Improve Clinically Important Outcomes in Obstructive Sleep Apnea Patients with a High Loop Gain EndotypeK23HL161336 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Christopher Nikolaus Schmickl · 2022 to 2026
$863k
The Impact of Sleep Disordered Breathing in People who use OpioidsK23HL151880 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ORR, JEREMY ELLIOT · 2021 to 2025
$849k
American Heart Association-American Stroke Association 940501NHLBI NIH HHS K23 HL151880NHLBI NIH HHS K23 HL161336NHLBI NIH HHS R01 HL148436NHLBI NIH HHS R01 HL154926NHLBI NIH HHS R01 HL157985NHLBI NIH HHS R01 HL166485NHLBI NIH HHS T32 HL166127NIA NIH HHS R01 AG063925
6 · The paper itself

Abstract

STUDY

objectivesOpioid medications are commonly used and are known to impact both breathing and sleep and are linked with adverse health outcomes including death. Clinical data indicate that chronic opioid use causes central sleep apnea, and might also worsen obstructive sleep apnea. The mechanisms by which opioids influence sleep-disordered breathing (SDB) pathogenesis are not established.

methodsPatients who underwent clinically indicated polysomnography confirming SDB (AHI ≥ 5/hour) were included. Each patient using opioids was matched by sex, age, and body mass index (BMI) to three control individuals not using opioids. Physiology known to influence SDB pathogenesis was determined from validated polysomnography-based signal analysis. PSG and physiology parameters of interest were compared between opioid and control individuals, adjusted for covariates. Mediation analysis was used to evaluate the link between opioids, physiology, and polysomnographic metrics.

resultsOne hundred and seventy-eight individuals using opioids were matched to 534 controls (median [IQR] age 59 [50,65] years, BMI 33 [29,41] kg/m2, 57% female, and daily morphine equivalent 30 [20,80] mg). Compared with controls, opioids were associated with increased central apneas (2.8 vs. 1.7 events/hr; p = .001) and worsened hypoxemia (5 vs. 3% sleep with SpO2 < 88%; p = .013), with similar overall apnea-hypopnea index. The use of opioids was associated with higher loop gain, a lower respiratory rate (RR), and higher RR variability. Higher loop gain and increased RR variability mediated the effect of opioids on central apnea, but did not mediate the effect on hypoxemia.

conclusionsOpioids have multi-level effects impacting SDB. Targeting these factors may help mitigate the deleterious respiratory consequences of chronic opioid use.

Indexed as

Analgesics, OpioidPolysomnographySleep Apnea SyndromesAgedFemaleHumansMaleMediation AnalysisMiddle AgedAnalgesics, Opioidhypoxemialungopioidssleep apnea

Identifiers

PMID38605676
PMCPMC12104154
OpenAlexW4394760411

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.