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已发表论文
持续气道正压通气后早期中性粒细胞与淋巴细胞比值及血小板与淋巴细胞比值降低对 2 型糖尿病合并阻塞性睡眠呼吸暂停患者血糖控制的影响
Received 15 April 2025
Accepted for publication 22 July 2025
Published 25 September 2025 Volume 2025:18 Pages 3639—3648
DOI https://doi.org/10.2147/DMSO.S533608
Checked for plagiarism Yes
Review by Single anonymous peer review
Peer reviewer comments 2
Editor who approved publication: Dr Rebecca Conway
Mengmeng Zhang,1 Fuzai Yin1,2
1Department of Internal Medicine, Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China; 2Department of Endocrinology, The First Hospital of Qinhuangdao, Qinhuangdao, People’s Republic of China
Correspondence: Fuzai Yin, Endocrinology Department, Qinhuangdao First Hospital, Qinhuangdao, 066000, People’s Republic of China, Email Fuzai2025@outlook.com
Purpose: The aim of this study is to evaluate the relationship between changes in Neutrophil-to-Lymphocyte Ratio (NLR) and Platelet-to-Lymphocyte Ratio (PLR) within 7 days after Continuous positive airway pressure (CPAP) treatment and long-term glycaemic control.
Methods: This study retrospectively included 650 Type 2 diabetes (T2DM) and Obstructive sleep apnea (OSA) patients treated with CPAP. Patients were divided into two groups based on whether long-term glycaemic control was effective or ineffective, and differences in baseline and disease-related characteristics between the two groups were compared. We constructed a multi factor logistic regression model to analyze the impact of the decrease in NLR and PLR within the first 7 days after treatment on long-term glycaemic control. We used restricted cubic spline analysis and Receiver Operating Characteristic (ROC) curve analysis to evaluate the relationship between the decrease in NLR and PLR and long-term glycaemic control.
Results: In three multiple logistic regression models, it was observed that the decrease in NLR and PLR was an independent factor affecting long-term glycaemic improvement. The limited cubic spline analysis showed that the decrease in NLR and PLR was linearly or approximately linearly positively correlated with long-term glycaemic improvement. The interaction indicates that in patients who use CPAP for a longer period of time every night, the decrease in NLR has a stronger impact on long-term glycaemic improvement. The ROC curve indicates that both NLR and PLR have good and similar predictive abilities in terms of the magnitude of decline.
Conclusion: The decrease in NLR and PLR within 7 days after the start of CPAP treatment is significantly correlated with long-term glycaemic improvement in T2DM patients with OSA, and there is a significant interaction with the duration of CPAP use per night. This study suggests that the decrease in NLR and PLR can serve as potential predictors of CPAP efficacy, providing new ideas for early intervention and optimization of treatment plans.
Keywords: continuous positive airway pressure, CPAP, type 2 diabetes mellitus, T2DM, obstructive sleep apnea, OSA, inflammatory factors, efficacy prediction
1Department of Internal Medicine, Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China; 2Department of Endocrinology, The First Hospital of Qinhuangdao, Qinhuangdao, People’s Republic of China
Correspondence: Fuzai Yin, Endocrinology Department, Qinhuangdao First Hospital, Qinhuangdao, 066000, People’s Republic of China, Email Fuzai2025@outlook.com
Purpose: The aim of this study is to evaluate the relationship between changes in Neutrophil-to-Lymphocyte Ratio (NLR) and Platelet-to-Lymphocyte Ratio (PLR) within 7 days after Continuous positive airway pressure (CPAP) treatment and long-term glycaemic control.
Methods: This study retrospectively included 650 Type 2 diabetes (T2DM) and Obstructive sleep apnea (OSA) patients treated with CPAP. Patients were divided into two groups based on whether long-term glycaemic control was effective or ineffective, and differences in baseline and disease-related characteristics between the two groups were compared. We constructed a multi factor logistic regression model to analyze the impact of the decrease in NLR and PLR within the first 7 days after treatment on long-term glycaemic control. We used restricted cubic spline analysis and Receiver Operating Characteristic (ROC) curve analysis to evaluate the relationship between the decrease in NLR and PLR and long-term glycaemic control.
Results: In three multiple logistic regression models, it was observed that the decrease in NLR and PLR was an independent factor affecting long-term glycaemic improvement. The limited cubic spline analysis showed that the decrease in NLR and PLR was linearly or approximately linearly positively correlated with long-term glycaemic improvement. The interaction indicates that in patients who use CPAP for a longer period of time every night, the decrease in NLR has a stronger impact on long-term glycaemic improvement. The ROC curve indicates that both NLR and PLR have good and similar predictive abilities in terms of the magnitude of decline.
Conclusion: The decrease in NLR and PLR within 7 days after the start of CPAP treatment is significantly correlated with long-term glycaemic improvement in T2DM patients with OSA, and there is a significant interaction with the duration of CPAP use per night. This study suggests that the decrease in NLR and PLR can serve as potential predictors of CPAP efficacy, providing new ideas for early intervention and optimization of treatment plans.
Keywords: continuous positive airway pressure, CPAP, type 2 diabetes mellitus, T2DM, obstructive sleep apnea, OSA, inflammatory factors, efficacy prediction