ArticleRespiratory research2020
Weighted Epworth sleepiness scale predicted the apnea-hypopnea index better.
Article in Respiratory research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Sleepiness and attention in sleep-clinic patients and their associations with apnea severity and treatment.Sleep · 2026Article
- Exploratory Analysis of Liraglutide Effects on Obstructive Sleep Apnea and Health-Related Quality of Life in Individuals With Obesity and COPD: A Secondary Analysis of a Randomised Controlled Trial.Clinical obesity · 2026Observational
- Development and validation of a diagnostic model for obstructive sleep apnea.Sleep & breathing = Schlaf & Atmung · 2026Article
- Impact of C-reactive protein-triglyceride-glucose and systemic immune-inflammation indices on obstructive sleep apnea in older adults with depression.Frontiers in neuroscience · 2026Article
- Association Between Sleep Disorders and Adverse Cardiovascular Outcomes in Patients with Chronic Obstructive Pulmonary Disease: Insights from the UK Biobank.International journal of chronic obstructive pulmonary disease · 2026Article
- Sleep and chronic rhinosinusitis: a systematic review of postoperative data.Sleep science (Sao Paulo, Brazil) · 2025Review
- Adherence to unilateral hypoglossal nerve stimulation and changes in Epworth Sleepiness Scale scores.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025Article
- Comparing efficacy of the mandibular advancement device after drug-induced sleep endoscopy and continuous positive airway pressure in patients with obstructive sleep apnea.Sleep & breathing = Schlaf & Atmung · 2024Article
- Revealing inconsistencies between Epworth scores and apnea-hypopnea index when evaluating obstructive sleep apnea severity: a clinical retrospective chart review.Frontiers in neurology · 2024Article
- Application of various machine learning techniques to predict obstructive sleep apnea syndrome severity.Scientific reports · 2023Article
- Snoring Index and Neck Circumference as Predictors of Adult Obstructive Sleep Apnea.Healthcare (Basel, Switzerland) · 2022Article
- Is it the time to expect long-term outcome data in addition to follow-up data for sleep apnea interventions?Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2021Article
- Diagnostic and Therapeutic Approach to Sleep Disorders, High Blood Pressure and Cardiovascular Diseases: A Consensus Document by the Italian Society of Hypertension (SIIA).High blood pressure & cardiovascular prevention : the official journal of the Italian Society of Hypertension · 2021Article
- Influencing Factors of Daytime Sleepiness in Patients with Obstructive Sleep Apnea Hypopnea Syndrome and Its Correlation with Pulse Oxygen Decline Rate.Evidence-based complementary and alternative medicine : eCAM · 2021Article
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8 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundThe relationship between the Epworth sleepiness scale (ESS) and the apnea-hypopnea index (AHI) is uncertain and even poor. The major problem associated with the ESS might be a lack of consideration of weight in prediction in clinical practice. Would awarding different item-scores to the four scales of ESS items to develop a weighted ESS scoring system improve the accuracy of the AHI prediction? It is warranted to explore the intriguing hypotheses.
methodsSeven hundred fifty-six adult patients with suspicion of obstructive sleep apnoea syndrome (OSAS) were prospectively recruited to a derivation cohort. This was tested against a prospective validation cohort of 810 adult patients with suspected OSAS. Each ESS item's increased odds ratio for the corresponding AHI was calculated using univariate logistic regression. The receiver operating characteristic curves were created and the areas under the curves (AUCs) were calculated to illustrate and compare the accuracy of the indices.
resultsThe higher the ESS item-score, the closer the relationship with the corresponding AHI. The odds ratios decreased as a result of the increased AHI. The ESS items were of unequal weight in predicting the corresponding AHI and a weighted ESS was developed. The coincidence rates with the corresponding AHI, body mass indices, and neck circumferences rose as the scores increased, whereas nocturnal nadir oxygen saturations decreased, and the weighted ESS was more strongly associated with these indices, compared with the ESS. The capability in predicting the patients without OSAS or with severe OSAS was strong, especially the latter, and the weighted ESS orchestrated manifest improvement in screening the patients with simple snoring. The patterns of sensitivities, specificities, and Youden's indices of the four ranks of weighted ESS for predicting the corresponding AHI were better than those of the ESS, and the AUCs of weighted ESS were greater than the corresponding areas of ESS in the two cohorts.
conclusionsThe weighted ESS orchestrated significant improvement in predicting the AHI, indicating that the capability in predicting the patients without OSAS or with severe OSAS was strong, which might have implications for clinical triage decisions to prioritize patients for polysomnography.
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