Evidence map›Paper›PMID 35763495›Full record

ArticlePloS one2022

Association of obstructive sleep apnea and opioids use on adverse health outcomes: A population study of health administrative data.

Tetyana Kendzerska, Tara Gomes, Atul Malhotra, Andrea S Gershon, Marcus Povitz, Daniel I McIsaac, Shawn D Aaron, Frances Chung, Gregory L Bryson, Robert Talarico and 3 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
0.9field-weighted citation impact, top 26% 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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 8 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Article
  5. Review
  6. Philips leaving the United States: what does that mean for physicians, patients, and everyone in between?Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2024
    Article
  7. Article
  8. 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

13 authors at 7 institutions in 2 countries.

Tetyana KendzerskaThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.ORCID 0000-0002-5301-1796
Tara GomesICES, Ottawa, Toronto, Ontario, Canada.
Atul MalhotraUC San Diego, San Diego, California, United States of America.
Andrea S GershonSunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.
Marcus PovitzDepartment of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Daniel I McIsaacThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.ORCID 0000-0002-8543-1859
Shawn D AaronThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.
Frances ChungUniversity Health Network, University of Toronto, Toronto, Ontario, Canada.
Gregory L BrysonThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.
Robert TalaricoThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.
Tahmid AhmedThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.
Michael GodboutThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.
Peter TanuseputroThe Ottawa Hospital Research Institute/The Ottawa Hospital, Ottawa, Ontario, Canada.
University of Ottawa · CAOttawa Hospital · CASunnybrook Health Science Centre · CAUC San Diego Health System · USUniversity Health Network · CAUniversity of Calgary · CAUniversity of Toronto · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

rationaleDespite the high prevalence of obstructive sleep apnea (OSA) and concurrent use of opioid therapy, no large-scale population studies have investigated whether opioid use and pre-existing OSA may interact synergistically to increase the risk of adverse health consequences. To address this knowledge gap, we conducted a retrospective cohort study using provincial health administrative data to evaluate whether the combined presence of opioid use and OSA increases the risk of adverse health consequences, such as mortality, hospitalizations, and emergency department (ED) visits; and if it does, whether this co-occurrence has synergistic clinical relevance.

methodsWe included all adults who underwent a diagnostic sleep study in Ontario, Canada, between 2013 and 2016. Individuals were considered exposed to opioids if they filled a prescription that overlapped with the date of their sleep study (Opioid+). Individuals with at least a 50% probability of having a diagnosis of moderate to severe OSA (OSA+) were identified using a previously externally validated case-ascertainment model. The primary outcome was all-cause mortality; secondary outcomes were all-cause or ischemic heart disease hospitalizations, all-cause ED visits, and motor vehicle collisions (MVC) requiring hospital or ED visit. We used multivariable Cox regression models to compare hazards between four mutually exclusive groups: (1) Opioid+ OSA+; (2) Opioid+ OSA-; (3) Opioid- OSA+, and (4) OSA- Opioid- (reference for comparison). Relative excess risks due to interaction (RERI) were calculated to test for additive interaction.

resultsOf 300,663 adults who underwent a sleep study, 15,713 (5.2%) were considered as Opioid+ and 128,351 (42.7%) as OSA+. Over a median of two years, 6,223 (2.1%) died from any cause. Regardless of OSA status, opioid use at the date of the sleep study was associated with an increased hazard for all-cause mortality with the greatest hazard associated with Opioid+ OSA- (adjusted hazard ratio [aHR]: 1.75, 95% CI 1.57-1.94), but not Opioid+ OSA+ (aHR: 1.14, 95% CI 1.02-1.27) as hypothesized. Regardless of OSA status, opioid use at the date of the sleep study was associated with an increased hazard for all secondary outcomes. Opioid+ OSA+ was associated with the greatest hazards of all-cause hospitalizations (aHR 1.55, 95% CI 1.49-1.61) and MVC (aHR of 1.39; 95% CI 1.09-1.77); however, no statistically significant synergistic effects were observed.

conclusionsAdults referred for sleep disorder assessment who used opioids had a significantly increased hazard of adverse health outcomes than those who did not, regardless of whether they had a high probability of moderate to severe OSA. The use of opioids and OSA was associated with the greatest hazard of all-cause hospitalizations and MVC requiring hospital or ED visit. The interaction of opioids and OSA did not confer a synergistic risk for poor outcomes.

Indexed as

Opioid-Related DisordersSleep Apnea, ObstructiveAdultAnalgesics, OpioidHumansOntarioPolysomnographyRetrospective StudiesAnalgesics, Opioid

Identifiers

PMID35763495
PMCPMC9239451
OpenAlexW4283690254

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.