Lunhui Huang , Binbin Lin , Guoqing Zhu , Yueyi Mu , Yansong Ren , Qiang Li , Yong Li , Yueshen Ma , Yulong Fan , Xuehang Li , Miao Yu , Yuqing Wang , Chunyan Ping , Huijing He , Yaoda Hu , Zhen Song , Yonghui Xia
{"title":"网织细胞相关指数与代谢综合征及其组成部分的关联:来自中国国民健康调查的证据","authors":"Lunhui Huang , Binbin Lin , Guoqing Zhu , Yueyi Mu , Yansong Ren , Qiang Li , Yong Li , Yueshen Ma , Yulong Fan , Xuehang Li , Miao Yu , Yuqing Wang , Chunyan Ping , Huijing He , Yaoda Hu , Zhen Song , Yonghui Xia","doi":"10.1016/j.diabres.2025.112917","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Reticulocyte-related indices have emerged as promising biomarkers for various hematologic and metabolic disorders. However, their associations with metabolic syndrome (MetS) and the underlying mechanisms remain poorly understood. This study aimed to examine the relationship between reticulocyte-related indices and MetS, evaluate their predictive utility, and explore the potential mediating role of inflammation.</div></div><div><h3>Methods</h3><div>This cross-sectional study included 6,098 Chinese adults aged 18 years and older. Reticulocyte-related indices, such as reticulocyte count (RET#), reticulocyte percentage (RET%), low/medium/high fluorescence reticulocytes (LFR, MFR, HFR), reticulocyte hemoglobin equivalent (RET-HE), immature reticulocyte fraction (IRF), and reticulocyte production indices (RPI), were analyzed for their associations with MetS. Adjusted odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using multivariable logistic regression. Stratified analyses assessed potential interactions, while restricted cubic spline (RCS) regression evaluated nonlinear dose–response relationships. Mediation analysis explored the role of inflammatory markers in linking reticulocyte-related indices to MetS.</div></div><div><h3>Results</h3><div>After multivariable adjustment, participants in the highest quartile of reticulocyte-related indices, excluding LFR and RET-HE, exhibited at least a two-fold increased risk of MetS. The ORs (95% CIs) for the highest vs. lowest quartile were as follows: RET# 5.45 (4.56, 6.51), RET% 4.09 (3.44, 4.85), IRF 2.97 (2.51, 3.52), MFR 2.23 (1.89, 2.63), HFR 3.54 (2.99, 4.21), and RPI 4.19 (3.53, 4.98). Conversely, LFR showed a protective association (highest vs. lowest quartile OR: 0.33, 95% CI: 0.28, 0.40). RET-HE was significantly associated with low high-density lipoprotein cholesterol and high waist circumference. Subgroup analyses revealed stronger associations among younger individuals, males, and those without obesity. RCS regression indicated nonlinear relationships between various reticulocyte-related indices and MetS. Inflammation was found to partially mediate the associations between reticulocyte-related indices and MetS.</div></div><div><h3>Conclusion</h3><div>This study identifies reticulocyte indices, particularly RET#, RET%, and IRF, as strongly associated with MetS, highlighting their potential utility in early screening and personalized risk stratification. These findings provide new insights into the role of erythropoiesis in metabolic health. Further longitudinal research is needed to elucidate the underlying mechanisms and validate the clinical applications of reticulocyte indices in managing MetS.</div></div>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":"229 ","pages":"Article 112917"},"PeriodicalIF":7.4000,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association of reticulocyte-related indices with metabolic syndrome and its components: Evidence from the China National Health Survey\",\"authors\":\"Lunhui Huang , Binbin Lin , Guoqing Zhu , Yueyi Mu , Yansong Ren , Qiang Li , Yong Li , Yueshen Ma , Yulong Fan , Xuehang Li , Miao Yu , Yuqing Wang , Chunyan Ping , Huijing He , Yaoda Hu , Zhen Song , Yonghui Xia\",\"doi\":\"10.1016/j.diabres.2025.112917\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Reticulocyte-related indices have emerged as promising biomarkers for various hematologic and metabolic disorders. However, their associations with metabolic syndrome (MetS) and the underlying mechanisms remain poorly understood. This study aimed to examine the relationship between reticulocyte-related indices and MetS, evaluate their predictive utility, and explore the potential mediating role of inflammation.</div></div><div><h3>Methods</h3><div>This cross-sectional study included 6,098 Chinese adults aged 18 years and older. Reticulocyte-related indices, such as reticulocyte count (RET#), reticulocyte percentage (RET%), low/medium/high fluorescence reticulocytes (LFR, MFR, HFR), reticulocyte hemoglobin equivalent (RET-HE), immature reticulocyte fraction (IRF), and reticulocyte production indices (RPI), were analyzed for their associations with MetS. Adjusted odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using multivariable logistic regression. Stratified analyses assessed potential interactions, while restricted cubic spline (RCS) regression evaluated nonlinear dose–response relationships. Mediation analysis explored the role of inflammatory markers in linking reticulocyte-related indices to MetS.</div></div><div><h3>Results</h3><div>After multivariable adjustment, participants in the highest quartile of reticulocyte-related indices, excluding LFR and RET-HE, exhibited at least a two-fold increased risk of MetS. The ORs (95% CIs) for the highest vs. lowest quartile were as follows: RET# 5.45 (4.56, 6.51), RET% 4.09 (3.44, 4.85), IRF 2.97 (2.51, 3.52), MFR 2.23 (1.89, 2.63), HFR 3.54 (2.99, 4.21), and RPI 4.19 (3.53, 4.98). Conversely, LFR showed a protective association (highest vs. lowest quartile OR: 0.33, 95% CI: 0.28, 0.40). RET-HE was significantly associated with low high-density lipoprotein cholesterol and high waist circumference. Subgroup analyses revealed stronger associations among younger individuals, males, and those without obesity. RCS regression indicated nonlinear relationships between various reticulocyte-related indices and MetS. Inflammation was found to partially mediate the associations between reticulocyte-related indices and MetS.</div></div><div><h3>Conclusion</h3><div>This study identifies reticulocyte indices, particularly RET#, RET%, and IRF, as strongly associated with MetS, highlighting their potential utility in early screening and personalized risk stratification. These findings provide new insights into the role of erythropoiesis in metabolic health. Further longitudinal research is needed to elucidate the underlying mechanisms and validate the clinical applications of reticulocyte indices in managing MetS.</div></div>\",\"PeriodicalId\":11249,\"journal\":{\"name\":\"Diabetes research and clinical practice\",\"volume\":\"229 \",\"pages\":\"Article 112917\"},\"PeriodicalIF\":7.4000,\"publicationDate\":\"2025-09-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Diabetes research and clinical practice\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0168822725009313\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes research and clinical practice","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168822725009313","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Association of reticulocyte-related indices with metabolic syndrome and its components: Evidence from the China National Health Survey
Background
Reticulocyte-related indices have emerged as promising biomarkers for various hematologic and metabolic disorders. However, their associations with metabolic syndrome (MetS) and the underlying mechanisms remain poorly understood. This study aimed to examine the relationship between reticulocyte-related indices and MetS, evaluate their predictive utility, and explore the potential mediating role of inflammation.
Methods
This cross-sectional study included 6,098 Chinese adults aged 18 years and older. Reticulocyte-related indices, such as reticulocyte count (RET#), reticulocyte percentage (RET%), low/medium/high fluorescence reticulocytes (LFR, MFR, HFR), reticulocyte hemoglobin equivalent (RET-HE), immature reticulocyte fraction (IRF), and reticulocyte production indices (RPI), were analyzed for their associations with MetS. Adjusted odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using multivariable logistic regression. Stratified analyses assessed potential interactions, while restricted cubic spline (RCS) regression evaluated nonlinear dose–response relationships. Mediation analysis explored the role of inflammatory markers in linking reticulocyte-related indices to MetS.
Results
After multivariable adjustment, participants in the highest quartile of reticulocyte-related indices, excluding LFR and RET-HE, exhibited at least a two-fold increased risk of MetS. The ORs (95% CIs) for the highest vs. lowest quartile were as follows: RET# 5.45 (4.56, 6.51), RET% 4.09 (3.44, 4.85), IRF 2.97 (2.51, 3.52), MFR 2.23 (1.89, 2.63), HFR 3.54 (2.99, 4.21), and RPI 4.19 (3.53, 4.98). Conversely, LFR showed a protective association (highest vs. lowest quartile OR: 0.33, 95% CI: 0.28, 0.40). RET-HE was significantly associated with low high-density lipoprotein cholesterol and high waist circumference. Subgroup analyses revealed stronger associations among younger individuals, males, and those without obesity. RCS regression indicated nonlinear relationships between various reticulocyte-related indices and MetS. Inflammation was found to partially mediate the associations between reticulocyte-related indices and MetS.
Conclusion
This study identifies reticulocyte indices, particularly RET#, RET%, and IRF, as strongly associated with MetS, highlighting their potential utility in early screening and personalized risk stratification. These findings provide new insights into the role of erythropoiesis in metabolic health. Further longitudinal research is needed to elucidate the underlying mechanisms and validate the clinical applications of reticulocyte indices in managing MetS.
期刊介绍:
Diabetes Research and Clinical Practice is an international journal for health-care providers and clinically oriented researchers that publishes high-quality original research articles and expert reviews in diabetes and related areas. The role of the journal is to provide a venue for dissemination of knowledge and discussion of topics related to diabetes clinical research and patient care. Topics of focus include translational science, genetics, immunology, nutrition, psychosocial research, epidemiology, prevention, socio-economic research, complications, new treatments, technologies and therapy.