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The Relationship Between Leptin Levels and CPAP Treatment: A Cluster Analysis
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Abstract
Background: Leptin is an appetite-suppressing hormone, released by adipose tissues, that plays an important role in severe obstructive sleep apnea syndrome (OSAS). However, it is unclear whether leptin levels are a useful OSAS biomarker. This study assessed the effect of continuous positive airway pressure (CPAP) treatment for OSAS according to leptin levels using a cluster classification based on OSAS clinical features. Methods: Hierarchical cluster analysis was performed on 97 patients with OSAS who had been diagnosed via polysomnography. We also evaluated the adherence of CPAP data after 6 months of CPAP administration. Results: Cluster 1 (49 subjects, 50.5%) had severe OSAS, were obese, and had normal leptin levels. Cluster 2 (6 subjects, 6.2%) had the most severe OSAS, were obese, normal leptin levels, and high adiponectin levels. Cluster 3 (11 subjects, 11.3%) had the most severe OSAS, severe obesity, and the highest leptin levels. Cluster 4 (31 subjects, 32%) had the most severe OSAS, severe obesity, and high leptin levels. After CPAP treatment, EDS improved in all clusters. In Clusters 3 and 4, leptin levels were significantly reduced after treatment. Conclusions: To establish if leptin can be a biomarker for CPAP treatment, it is necessary to elucidate the mechanisms of lipid metabolism, leptin, and ventilatory responses in OSAS patients, for which further studies are necessary.
Springer Science and Business Media LLC
Title: The Relationship Between Leptin Levels and CPAP Treatment: A Cluster Analysis
Description:
Abstract
Background: Leptin is an appetite-suppressing hormone, released by adipose tissues, that plays an important role in severe obstructive sleep apnea syndrome (OSAS).
However, it is unclear whether leptin levels are a useful OSAS biomarker.
This study assessed the effect of continuous positive airway pressure (CPAP) treatment for OSAS according to leptin levels using a cluster classification based on OSAS clinical features.
Methods: Hierarchical cluster analysis was performed on 97 patients with OSAS who had been diagnosed via polysomnography.
We also evaluated the adherence of CPAP data after 6 months of CPAP administration.
Results: Cluster 1 (49 subjects, 50.
5%) had severe OSAS, were obese, and had normal leptin levels.
Cluster 2 (6 subjects, 6.
2%) had the most severe OSAS, were obese, normal leptin levels, and high adiponectin levels.
Cluster 3 (11 subjects, 11.
3%) had the most severe OSAS, severe obesity, and the highest leptin levels.
Cluster 4 (31 subjects, 32%) had the most severe OSAS, severe obesity, and high leptin levels.
After CPAP treatment, EDS improved in all clusters.
In Clusters 3 and 4, leptin levels were significantly reduced after treatment.
Conclusions: To establish if leptin can be a biomarker for CPAP treatment, it is necessary to elucidate the mechanisms of lipid metabolism, leptin, and ventilatory responses in OSAS patients, for which further studies are necessary.
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