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  4. Obstructive sleep apnea rather than diabetes or obesity associated with proteinuria in late mid-aged male workers
 
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Obstructive sleep apnea rather than diabetes or obesity associated with proteinuria in late mid-aged male workers

Other Title
a decision tree analysis
Journal
Sleep and Breathing
Date Issued
2015-12-01
Author(s)
REN-JING HUANG  
DOI
10.1007/s11325-015-1132-z
URI
https://www.scopus.com/pages/publications/84949112919
https://scholars.csmu.edu.tw/handle/123456789/33946
Abstract
Background: Both proteinuria and obstructive sleep apnea (OSA) are associated with cardiovascular events and consequent mortality. To examine whether age, OSA, diabetes, and obesity are potential predictors of proteinuria, a data-driven analysis was performed to delineate a potential categorical classification algorithm. Methods: In this cross-sectional community-based cohort study, demographic data, blood pressure, serum biochemical analyses, proteinuria via single dipstick urinalysis, and overnight polysomnographies were measured in 300 males with sedentary work styles. Results: Sixty-one (20.3 %) of all these participants had proteinuria. Logistic regression analysis showed that glycated hemoglobin (HbA1c), duration of arterial oxygen saturation <90 %, age, and log high-sensitivity C-reactive protein, but not apnea-hypopnea index (AHI), were responsible for 16.7 % of the variance of proteinuria’s presence. A decision tree analysis showed that subjects over 49 years old had a higher risk for proteinuria than those subjects of 49 years old, or less. In the over 49-year-old group, subjects with an AHI >21 events/h had a higher risk for proteinuria; whereas in the 49-year-old and less group, subjects with HbA1c >7 %, or with HbA1c ≤7, and body mass index (BMI) >27.4 kg/m2 had a higher risk for proteinuria than their counterparts. Conclusions: AHI was the major determinant responsible for the presence of proteinuria in late mid-aged male workers, while HbA1c and BMI were found in the junior subgroup. By algorithmic analysis, this study provides a comprehensive hierarchical model for better understanding of the correlates of proteinuria and sleep apnea.
Type
journal article
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