Ying Yang, Shuyun Li, Gang Tian, Lingling Li, Jia Bai, Jinyang An, Xinsai Li, Yangyang Zhang, Zijuan Guo, Haihong Lv
{"title":"2型糖尿病单核细胞/淋巴细胞比例与骨密度的非线性关系:脂肪分布的中介作用。","authors":"Ying Yang, Shuyun Li, Gang Tian, Lingling Li, Jia Bai, Jinyang An, Xinsai Li, Yangyang Zhang, Zijuan Guo, Haihong Lv","doi":"10.1111/cen.15267","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Objective</h3>\n \n <p>The objective of study is to clarify the relationship between monocyte-to-lymphocyte ratio (MLR) and lumbar spine bone mineral density (BMD) in type 2 diabetes mellitus (T2DM), and analyse the mediating role of fat distribution, providing a new indicator for the early diagnosis of osteoporosis in T2DM.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>A total of 430 T2DM patients over 50 years were included. Subjects were divided into T1, T2 and T3 three groups based on MLR. The adjusted regression models, subgroup analysis, generalised additive model (GAM), smoothed curve fitting, and mediated effects analysis methods were used.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>The results indicated a significant negative correlation between MLR and lumbar spine BMD in T2DM (<i>β</i> = −0.701; 95%CI: −0.112, −0.290). Subgroup analysis, smoothed curve fitting and threshold effect analysis showed a nonlinear relationship between MLR and BMD, with an optimal inflection point at an MLR value of 0.1266. Additionally, the ratio of visceral to subcutaneous fat area (VSR) was negatively correlated with lumbar spine BMD (<i>β</i> = −0.775; 95%CI: −1.007, −0.504). Mediation effect analysis of VSR between MLR and lumbar spine BMD showed that the total effect estimate was −0.0717, the direct effect estimate was −0.0524, the mediation effect estimate was −0.0193, with the mediated proportion accounting for 26.88% of the total effect.</p>\n </section>\n \n <section>\n \n <h3> Conclusion</h3>\n \n <p>MLR is significantly associated with lumbar spine BMD in T2DM. Higher MLR levels correlated with reduced BMD. VSR plays a significant mediating role in this relationship, highlighting MLR's potential utility in osteoporosis diagnosis and importance of fat management for bone health.</p>\n </section>\n </div>","PeriodicalId":10346,"journal":{"name":"Clinical Endocrinology","volume":"103 4","pages":"471-479"},"PeriodicalIF":2.4000,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Nonlinear Relationship Between Monocyte-to-Lymphocyte Ratio and Bone Mineral Density in Type 2 Diabetes Mellitus: Mediating Role of Fat Distribution\",\"authors\":\"Ying Yang, Shuyun Li, Gang Tian, Lingling Li, Jia Bai, Jinyang An, Xinsai Li, Yangyang Zhang, Zijuan Guo, Haihong Lv\",\"doi\":\"10.1111/cen.15267\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Objective</h3>\\n \\n <p>The objective of study is to clarify the relationship between monocyte-to-lymphocyte ratio (MLR) and lumbar spine bone mineral density (BMD) in type 2 diabetes mellitus (T2DM), and analyse the mediating role of fat distribution, providing a new indicator for the early diagnosis of osteoporosis in T2DM.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Methods</h3>\\n \\n <p>A total of 430 T2DM patients over 50 years were included. Subjects were divided into T1, T2 and T3 three groups based on MLR. The adjusted regression models, subgroup analysis, generalised additive model (GAM), smoothed curve fitting, and mediated effects analysis methods were used.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>The results indicated a significant negative correlation between MLR and lumbar spine BMD in T2DM (<i>β</i> = −0.701; 95%CI: −0.112, −0.290). Subgroup analysis, smoothed curve fitting and threshold effect analysis showed a nonlinear relationship between MLR and BMD, with an optimal inflection point at an MLR value of 0.1266. Additionally, the ratio of visceral to subcutaneous fat area (VSR) was negatively correlated with lumbar spine BMD (<i>β</i> = −0.775; 95%CI: −1.007, −0.504). Mediation effect analysis of VSR between MLR and lumbar spine BMD showed that the total effect estimate was −0.0717, the direct effect estimate was −0.0524, the mediation effect estimate was −0.0193, with the mediated proportion accounting for 26.88% of the total effect.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Conclusion</h3>\\n \\n <p>MLR is significantly associated with lumbar spine BMD in T2DM. Higher MLR levels correlated with reduced BMD. VSR plays a significant mediating role in this relationship, highlighting MLR's potential utility in osteoporosis diagnosis and importance of fat management for bone health.</p>\\n </section>\\n </div>\",\"PeriodicalId\":10346,\"journal\":{\"name\":\"Clinical Endocrinology\",\"volume\":\"103 4\",\"pages\":\"471-479\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2025-05-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical Endocrinology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/cen.15267\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Endocrinology","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/cen.15267","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Nonlinear Relationship Between Monocyte-to-Lymphocyte Ratio and Bone Mineral Density in Type 2 Diabetes Mellitus: Mediating Role of Fat Distribution
Objective
The objective of study is to clarify the relationship between monocyte-to-lymphocyte ratio (MLR) and lumbar spine bone mineral density (BMD) in type 2 diabetes mellitus (T2DM), and analyse the mediating role of fat distribution, providing a new indicator for the early diagnosis of osteoporosis in T2DM.
Methods
A total of 430 T2DM patients over 50 years were included. Subjects were divided into T1, T2 and T3 three groups based on MLR. The adjusted regression models, subgroup analysis, generalised additive model (GAM), smoothed curve fitting, and mediated effects analysis methods were used.
Results
The results indicated a significant negative correlation between MLR and lumbar spine BMD in T2DM (β = −0.701; 95%CI: −0.112, −0.290). Subgroup analysis, smoothed curve fitting and threshold effect analysis showed a nonlinear relationship between MLR and BMD, with an optimal inflection point at an MLR value of 0.1266. Additionally, the ratio of visceral to subcutaneous fat area (VSR) was negatively correlated with lumbar spine BMD (β = −0.775; 95%CI: −1.007, −0.504). Mediation effect analysis of VSR between MLR and lumbar spine BMD showed that the total effect estimate was −0.0717, the direct effect estimate was −0.0524, the mediation effect estimate was −0.0193, with the mediated proportion accounting for 26.88% of the total effect.
Conclusion
MLR is significantly associated with lumbar spine BMD in T2DM. Higher MLR levels correlated with reduced BMD. VSR plays a significant mediating role in this relationship, highlighting MLR's potential utility in osteoporosis diagnosis and importance of fat management for bone health.
期刊介绍:
Clinical Endocrinology publishes papers and reviews which focus on the clinical aspects of endocrinology, including the clinical application of molecular endocrinology. It does not publish papers relating directly to diabetes care and clinical management. It features reviews, original papers, commentaries, correspondence and Clinical Questions. Clinical Endocrinology is essential reading not only for those engaged in endocrinological research but also for those involved primarily in clinical practice.