Evidence map›Paper›PMID 39529454›Full record

ArticleDiabetes, obesity & metabolism2025

The cumulative impact of type 2 diabetes and obstructive sleep apnoea on cardiovascular, liver, diabetes-related and cancer outcomes.

David R Riley, Alex Henney, Matthew Anson, Gema Hernadez, Sizheng S Zhao, Uazman Alam, John P H Wilding, Sonya Craig, Daniel J Cuthbertson

Abstract read
In one paragraph

Article in Diabetes, obesity & metabolism, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
–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

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

9 authors.

David R RileyDepartment of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, UK.ORCID 0000-0002-0905-6524
Alex HenneyDepartment of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, UK.
Matthew AnsonDepartment of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, UK.
Gema HernadezTriNetX LLC, Cambridge, Massachusetts, USA.
Sizheng S ZhaoCentre for Musculoskeletal Research at University of Manchester, Manchester, UK.
Uazman AlamDepartment of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, UK.
John P H WildingDepartment of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, UK.
Sonya CraigLiverpool Sleep & Ventilation Unit, Aintree University Hospitals NHS Foundation Trust, Liverpool, UK.
Daniel J CuthbertsonDepartment of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimA bidirectional relationship exists between obstructive sleep apnoea (OSA) and type 2 diabetes (T2D). We aimed to examine the cumulative impact of having both OSA and T2D on patient outcomes, relative to having either condition alone. MATERIALS AND

methodsUsing TriNetX, a global federated research network (n = 128 million), we undertook two retrospective cohort studies, using time-to-event analysis. Analysis 1 compared OSA with T2D versus OSA alone; analysis 2 compared T2D with OSA versus T2D alone. Propensity score matching using greedy nearest neighbour (calliper 0.1) balanced the cohorts (1:1) for significant covariates. Primary outcomes were cardiovascular, liver, diabetes-related (microvascular) and cancer events over 1-5 years.

resultsAnalysis 1 (n = 179 688): A codiagnosis of T2D/OSA significantly increased risk of all-cause mortality (hazard ratio [HR] 1.52; confidence interval [CI]: 1.48, 1.57), dementia (HR 1.19; CI: 1.12, 1.26), liver (HR 2.20; CI: 1.77, 2.73), pancreatic (HR 1.62; CI: 1.35, 1.93), colon, renal and endometrial cancers; all cardiovascular, microvascular and liver related outcomes versus OSA alone over 1-5 5 years following OSA diagnosis. Analysis 2 (n = 240 094): A codiagnosis of OSA/T2D significantly increased the risk of peripheral (HR 1.39; CI: 1.36, 1.43) and autonomic (HR 1.63; CI: 1.51, 1.75) neuropathy; retinopathy (HR 1.13; CI: 1.09, 1.18), CKD (HR 1.21; CI: 1.18, 1.23); all cardiovascular and liver outcomes; all-cause mortality and several obesity related cancers versus T2D alone.

conclusionsT2D significantly potentiates risk of cardiovascular, malignancy and liver-related outcomes in individuals with OSA. OSA, in individuals with T2D, significantly potentiates risk of cardiovascular disease, malignancy, death and several microvascular complications (retinopathy, CKD, peripheral/autonomic neuropathy).

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2NeoplasmsSleep Apnea, ObstructiveAdultAgedFemaleHumansLiver DiseasesMaleMiddle AgedRetrospective StudiesRisk Factorscardiovascular diseasedementiamalignancymicrovascular complicationsobstructive sleep apnoeatype 2 diabetes

Identifiers

PMID39529454
PMCPMC11701193

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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 OpenQuestion graph.