{"title":"炎症和营养指标与糖尿病足溃疡的关系:一项横断面研究和回顾性研究。","authors":"Hua Chen, Yu Zhou, Jiezhi Dai","doi":"10.3389/fendo.2025.1654831","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Inflammation and nutrition status have emerged as important factors in impaired wound healing in diabetes. However, the association between inflammation and nutrition-based indicators and diabetic foot ulcer (DFU) has not been reported.</p><p><strong>Methods: </strong>This study used a cross-sectional study based on the National Health and Nutrition Examination Survey (NHANES) database and a clinical retrospective study to investigate the association between the inflammation and nutrition-based indicators and DFU. We analyzed data from 31,126 individuals in the NHANES data between 1999 and 2004. Inflammation and nutrition-based indicators included neutrophil-albumin ratio (NAR), monocyte-albumin ratio (MAR), red cell distribution width-albumin ratio (RAR), the hemoglobin, albumin, lymphocyte, and platelet (HALP) score, and prognostic nutritional index (PNI). Binary logistic regression on single and multiple variables and restricted cubic spline were conducted to assess the association and nonlinear relationship between these biomarkers and the prevalence of DFU. Subgroup analyses were performed to evaluate the stability of the associations. Additionally, a retrospective study was conducted to further assess the associations between NAR, MAR, RAR, HALP, PNI, and the prevalence of DFU using binary logistic regression analysis.</p><p><strong>Results: </strong>A total of 129 participants with DFUs and 1,515 without DFUs were included in this cross-sectional study. NAR, MAR, RAR, HALP, PNI, and DFU are significantly associated with the prevalence of DFU. After adjusting for all covariates (model 3), the third tertile of NAR (OR = 1.73 [1.09-2.74]), MAR (OR = 1.71 [1.05-2.79]), and RAR (OR = 4.47 [2.57-7.77]) were positively linked with DFU, compared with the first tertile. The third tertile of HALP (OR = 0.50 [0.31-0.80]) and PNI (OR = 0.42 [0.26-0.67]), respectively, were negatively linked with DFU compared with the first tertile. The RCS curves showed a nonlinear relationship between RAR and the prevalence of DFU, with an inflection point at 3.83. In the retrospective study, NAR, MAR, and RAR were positively associated with the prevalence of DFU as follows: NAR: OR = 4.71 (1.99-11.18), MAR: OR = 2.56 (1.23-5.31), and RAR: OR = 6.15 (2.31-16.41). On the other hand, HALP and PNI were negatively linked with the risk of DFU (HALP: OR = 0.93 [0.90-0.97] and PNI: OR = 0.85 [0.78-0.93]).</p><p><strong>Conclusion: </strong>High NAR, MAR, and RAR were positively associated with the prevalence of DFU, whereas low HALP and PNI were linked with an increased prevalence of DFU. In addition, RAR performed better in terms of predictive ability.</p>","PeriodicalId":12447,"journal":{"name":"Frontiers in Endocrinology","volume":"16 ","pages":"1654831"},"PeriodicalIF":4.6000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12479306/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association of inflammation and nutrition-based indicators and diabetic foot ulcers: a cross-sectional study and a retrospective study.\",\"authors\":\"Hua Chen, Yu Zhou, Jiezhi Dai\",\"doi\":\"10.3389/fendo.2025.1654831\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Inflammation and nutrition status have emerged as important factors in impaired wound healing in diabetes. However, the association between inflammation and nutrition-based indicators and diabetic foot ulcer (DFU) has not been reported.</p><p><strong>Methods: </strong>This study used a cross-sectional study based on the National Health and Nutrition Examination Survey (NHANES) database and a clinical retrospective study to investigate the association between the inflammation and nutrition-based indicators and DFU. We analyzed data from 31,126 individuals in the NHANES data between 1999 and 2004. Inflammation and nutrition-based indicators included neutrophil-albumin ratio (NAR), monocyte-albumin ratio (MAR), red cell distribution width-albumin ratio (RAR), the hemoglobin, albumin, lymphocyte, and platelet (HALP) score, and prognostic nutritional index (PNI). Binary logistic regression on single and multiple variables and restricted cubic spline were conducted to assess the association and nonlinear relationship between these biomarkers and the prevalence of DFU. Subgroup analyses were performed to evaluate the stability of the associations. Additionally, a retrospective study was conducted to further assess the associations between NAR, MAR, RAR, HALP, PNI, and the prevalence of DFU using binary logistic regression analysis.</p><p><strong>Results: </strong>A total of 129 participants with DFUs and 1,515 without DFUs were included in this cross-sectional study. NAR, MAR, RAR, HALP, PNI, and DFU are significantly associated with the prevalence of DFU. After adjusting for all covariates (model 3), the third tertile of NAR (OR = 1.73 [1.09-2.74]), MAR (OR = 1.71 [1.05-2.79]), and RAR (OR = 4.47 [2.57-7.77]) were positively linked with DFU, compared with the first tertile. The third tertile of HALP (OR = 0.50 [0.31-0.80]) and PNI (OR = 0.42 [0.26-0.67]), respectively, were negatively linked with DFU compared with the first tertile. The RCS curves showed a nonlinear relationship between RAR and the prevalence of DFU, with an inflection point at 3.83. In the retrospective study, NAR, MAR, and RAR were positively associated with the prevalence of DFU as follows: NAR: OR = 4.71 (1.99-11.18), MAR: OR = 2.56 (1.23-5.31), and RAR: OR = 6.15 (2.31-16.41). On the other hand, HALP and PNI were negatively linked with the risk of DFU (HALP: OR = 0.93 [0.90-0.97] and PNI: OR = 0.85 [0.78-0.93]).</p><p><strong>Conclusion: </strong>High NAR, MAR, and RAR were positively associated with the prevalence of DFU, whereas low HALP and PNI were linked with an increased prevalence of DFU. In addition, RAR performed better in terms of predictive ability.</p>\",\"PeriodicalId\":12447,\"journal\":{\"name\":\"Frontiers in Endocrinology\",\"volume\":\"16 \",\"pages\":\"1654831\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12479306/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Endocrinology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3389/fendo.2025.1654831\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Endocrinology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fendo.2025.1654831","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
摘要
背景:炎症和营养状况已成为糖尿病创面愈合受损的重要因素。然而,炎症和营养指标与糖尿病足溃疡(DFU)之间的关系尚未报道。方法:本研究采用基于国家健康与营养调查(NHANES)数据库的横断面研究和临床回顾性研究,探讨炎症和营养指标与DFU之间的关系。我们分析了1999年至2004年间NHANES数据中31,126个人的数据。炎症和营养指标包括中性粒细胞-白蛋白比(NAR)、单核细胞-白蛋白比(MAR)、红细胞分布宽度-白蛋白比(RAR)、血红蛋白、白蛋白、淋巴细胞和血小板(HALP)评分和预后营养指数(PNI)。通过单变量、多变量和受限三次样条的二元logistic回归来评估这些生物标志物与DFU患病率之间的关联和非线性关系。进行亚组分析以评估这些关联的稳定性。此外,采用二元logistic回归分析进行了一项回顾性研究,以进一步评估NAR、MAR、RAR、HALP、PNI与DFU患病率之间的关系。结果:本横断面研究共纳入129例dfu患者和1515例无dfu患者。NAR、MAR、RAR、HALP、PNI和DFU与DFU的患病率显著相关。在调整所有协变量(模型3)后,与第一分位数相比,NAR (OR = 1.73[1.09-2.74])、MAR (OR = 1.71[1.05-2.79])和RAR (OR = 4.47[2.57-7.77])的第三分位数与DFU呈正相关。HALP的第三分位(OR = 0.50[0.31-0.80])和PNI的第三分位(OR = 0.42[0.26-0.67])与DFU呈显著负相关。RCS曲线显示RAR与DFU患病率呈非线性关系,其拐点为3.83。在回顾性研究中,NAR、MAR和RAR与DFU患病率呈正相关,NAR: OR = 4.71 (1.99-11.18), MAR: OR = 2.56 (1.23-5.31), RAR: OR = 6.15(2.31-16.41)。另一方面,HALP和PNI与DFU的风险呈负相关(HALP: OR = 0.93 [0.90-0.97], PNI: OR = 0.85[0.78-0.93])。结论:高NAR、MAR和RAR与DFU患病率呈正相关,而低HALP和PNI与DFU患病率增加相关。此外,RAR在预测能力方面表现更好。
Association of inflammation and nutrition-based indicators and diabetic foot ulcers: a cross-sectional study and a retrospective study.
Background: Inflammation and nutrition status have emerged as important factors in impaired wound healing in diabetes. However, the association between inflammation and nutrition-based indicators and diabetic foot ulcer (DFU) has not been reported.
Methods: This study used a cross-sectional study based on the National Health and Nutrition Examination Survey (NHANES) database and a clinical retrospective study to investigate the association between the inflammation and nutrition-based indicators and DFU. We analyzed data from 31,126 individuals in the NHANES data between 1999 and 2004. Inflammation and nutrition-based indicators included neutrophil-albumin ratio (NAR), monocyte-albumin ratio (MAR), red cell distribution width-albumin ratio (RAR), the hemoglobin, albumin, lymphocyte, and platelet (HALP) score, and prognostic nutritional index (PNI). Binary logistic regression on single and multiple variables and restricted cubic spline were conducted to assess the association and nonlinear relationship between these biomarkers and the prevalence of DFU. Subgroup analyses were performed to evaluate the stability of the associations. Additionally, a retrospective study was conducted to further assess the associations between NAR, MAR, RAR, HALP, PNI, and the prevalence of DFU using binary logistic regression analysis.
Results: A total of 129 participants with DFUs and 1,515 without DFUs were included in this cross-sectional study. NAR, MAR, RAR, HALP, PNI, and DFU are significantly associated with the prevalence of DFU. After adjusting for all covariates (model 3), the third tertile of NAR (OR = 1.73 [1.09-2.74]), MAR (OR = 1.71 [1.05-2.79]), and RAR (OR = 4.47 [2.57-7.77]) were positively linked with DFU, compared with the first tertile. The third tertile of HALP (OR = 0.50 [0.31-0.80]) and PNI (OR = 0.42 [0.26-0.67]), respectively, were negatively linked with DFU compared with the first tertile. The RCS curves showed a nonlinear relationship between RAR and the prevalence of DFU, with an inflection point at 3.83. In the retrospective study, NAR, MAR, and RAR were positively associated with the prevalence of DFU as follows: NAR: OR = 4.71 (1.99-11.18), MAR: OR = 2.56 (1.23-5.31), and RAR: OR = 6.15 (2.31-16.41). On the other hand, HALP and PNI were negatively linked with the risk of DFU (HALP: OR = 0.93 [0.90-0.97] and PNI: OR = 0.85 [0.78-0.93]).
Conclusion: High NAR, MAR, and RAR were positively associated with the prevalence of DFU, whereas low HALP and PNI were linked with an increased prevalence of DFU. In addition, RAR performed better in terms of predictive ability.
期刊介绍:
Frontiers in Endocrinology is a field journal of the "Frontiers in" journal series.
In today’s world, endocrinology is becoming increasingly important as it underlies many of the challenges societies face - from obesity and diabetes to reproduction, population control and aging. Endocrinology covers a broad field from basic molecular and cellular communication through to clinical care and some of the most crucial public health issues. The journal, thus, welcomes outstanding contributions in any domain of endocrinology.
Frontiers in Endocrinology publishes articles on the most outstanding discoveries across a wide research spectrum of Endocrinology. The mission of Frontiers in Endocrinology is to bring all relevant Endocrinology areas together on a single platform.