Evidence map›Paper›PMID 42031775›Full record

ArticleNPJ primary care respiratory medicine2026

Screening obstructive sleep apnea using clinical questionnaires and the triglyceride-glucose index: a cardiovascular risk-based approach.

Cristina García-Benito, Lucas Oxley-Babsky, Mario Crespo-Martín, Elisa Del-Molino-Serrano, Raquel Santos-Villanueva, Alba Olloqui-Fuentes, Laura Guillén-Lorenzo, Francisco García-Río

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Article in NPJ primary care respiratory medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Cristina García-BenitoCentro de Salud El Puerto, Coslada, Madrid, Spain.
Lucas Oxley-BabskyCentro de Salud El Puerto, Coslada, Madrid, Spain.
Mario Crespo-MartínCentro de Salud Velilla de San Antonio, Velilla de San Antonio, Madrid, Spain.
Elisa Del-Molino-SerranoCentro de Salud Arganda del Rey, Arganda del Rey, Madrid, Spain.
Raquel Santos-VillanuevaCentro de Salud El Puerto, Coslada, Madrid, Spain.
Alba Olloqui-FuentesCentro de Salud El Puerto, Coslada, Madrid, Spain.
Laura Guillén-LorenzoCentro de Salud El Puerto, Coslada, Madrid, Spain.
Francisco García-RíoServicio de Neumología, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain. fgr01m@gmail.com.

Funding

Instituto de Salud Carlos III PI22/01262
6 · The paper itself

Abstract

Obstructive sleep apnea (OSA) is highly prevalent among patients with cardiovascular (CV) risk factors, yet early detection in primary care remains difficult, particularly in individuals with subtle or absent symptoms, in whom screening questionnaires may have limited accuracy. This study aimed to evaluate the diagnostic performance of five validated questionnaires and the triglyceride-glucose (TyG) index, alone and in combination, for detecting moderate-to-severe OSA in primary care patients stratified by CV risk. In this prospective study, 189 adults aged 18-75 years with hypertension, type 2 diabetes, or dyslipidemia were consecutively recruited from a primary care center in Spain. Participants completed the Berlin, STOP, STOP-BANG, NoSAS, and BASH-GN questionnaires, and the TyG index was calculated from fasting glucose and triglyceride levels. OSA was assessed using home sleep apnea testing, with moderate-to-severe OSA defined as an apnea-hypopnea index (AHI) ≥ 15 events/h. CV risk was categorized using SCORE charts. Overall OSA prevalence was 57.7%, and 23.8% of participants had moderate-to-severe disease. Individually, questionnaires and TyG showed modest discrimination (AUC range 0.575-0.675). Diagnostic accuracy improved when strategies were tailored to CV risk: in low-to-moderate CV risk patients, TyG combined with the Berlin questionnaire achieved the best performance (AUC 0.740), whereas in high-to-very-high CV risk patients, the TyG plus STOP-BANG combination performed best (AUC 0.732). Notably, high-risk patients had more severe OSA but fewer typical symptoms, suggesting a "silent" phenotype. Integrating TyG with selected questionnaires may modestly enhance detection of clinically significant OSA in primary care, particularly when adapted to CV risk.

Indexed as

Blood GlucoseCardiovascular DiseasesSleep Apnea, ObstructiveTriglyceridesAdolescentAdultAgedFemaleHeart Disease Risk FactorsHumansMaleMass ScreeningMiddle AgedPrevalencePrimary Health CareProspective StudiesBlood GlucoseTriglycerides

Identifiers

PMID42031775
PMCPMC13319263

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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.