Related Experiment Video
Updated: Feb 4, 2026

Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea
Published on: December 6, 2016
Factors Associated With Obstructive Sleep Apnea Among Community-Based Overweight and Obese Type 2 Diabetes Mellitus
Mei-Hsiang Lin1, Ping-Ru Hsiao2,3, Ning-Hung Chen4
1Department of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.
Abstract:
Background: Although obstructive sleep apnea (OSA) frequently coexists with type 2 diabetes mellitus (T2DM), many cases remain undiagnosed, particularly among overweight or obese individuals. Objectives: This study aimed to determine the risk factors associated with OSA among overweight or obesity T2DM. Methods: A multicenter cross-sectional descriptive design was conducted from September 2023 to April 2024. A total of 422 T2DM participants were recruited from four Diabetes Shared Care Network clinics in Taiwan. The Pittsburgh Sleep Quality Index, Epworth Sleep Scale, and a portable sleep monitoring device were used for data collection. A hierarchical multiple regression analysis was conducted to identify the factors affecting T2DM patients with OSA, and a multinomial logistic regression analysis was used to examine the major influence factors for each OSA severity level. Results: 80.3% of the T2DM participants were found to have OSA; 51.8% had moderate to severe OSA. After controlling the confounding variables, age, number of comorbidities, BMI, neck circumference, snoring times, and pulse rate were significant predictors of Apnea-Hypopnea Index (AHI). Furthermore, severe OSA was significantly related to age, BMI, gender, pulse rate, and snoring times. Conclusions: Up to 80.3% of participants with T2DM were found to have OSA. Higher BMI, neck circumference, number of comorbidities, age, pulse rate, and snoring frequency were significantly associated with OSA. Notably, BMI and age were the most significant predictors across mild, moderate, and severe OSA. Therefore, it is strongly recommended that patients with overweight or obese T2DM undergo routine OSA screening to ensure timely diagnosis and optimize management.
Related Concept Videos
Diabetes Mellitus: Type 2 and Gestational
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Sleep Apnea
The condition is more prevalent among...
Cross-Sectional Research
Drug Dosing: Obese Patients
Finding Volume Using Cross-Sectional Area

