Red blood cell distribution width to albumin ratio associates with prevalence and long-term diabetes mellitus prognosis: an overview of NHANES 1999-2020 data.
Autor: | Liu J; Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China., Wang X; Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China., Gao TY; The Third Hospital of Guangxi University of Chinese Medicine, Liuzhou, Guangxi, China., Zhang Q; People's Hospital of Chongqing Banan District, Chongqing, China., Zhang SN; Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China., Xu YY; Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China., Yao WQ; Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China., Yang ZH; Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine, Cangzhou, Hebei, China., Yan HJ; Tianjin Nankai Hospital, Tianjin, China. |
---|---|
Jazyk: | angličtina |
Zdroj: | Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2024 Jul 24; Vol. 15, pp. 1362077. Date of Electronic Publication: 2024 Jul 24 (Print Publication: 2024). |
DOI: | 10.3389/fendo.2024.1362077 |
Abstrakt: | Background: Erythrocyte dysfunction is a characteristic of diabetes mellitus (DM). However, erythrocyte-associated biomarkers do not adequately explain the high prevalence of DM. Here, we describe red blood cell distribution width to albumin ratio (RAR) as a novel inflammatory biomarker for evaluating an association with DM prevalence and prognosis of all-cause mortality. Methods: Data analyzed in this study were extracted from the National Health and Nutrition Examination Survey (NHANES) 1999-2020. A total of 40,558 participants (non-DM and DM) were enrolled in the study; RAR quartiles were calibrated at Q1 [2.02,2.82] mL/g, Q2 (2.82,3.05] mL/g, Q3 (3.05,3.38] mL/g, and Q4 (3.38,12.08] mL/g. A total of 8,482 DM patients were followed (for a median of 84 months), of whom 2,411 died and 6,071 survived. The prevalence and prognosis associated with RAR and DM were analyzed; age and sex were stratified to analyze the prevalence of RAR in DM and the sensitivity of long-term prognosis. Results: Among non-DM ( n =30,404) and DM ( n =10,154) volunteers, DM prevalence in RAR quartiles was 8.23%, 15.20%, 23.92%, and 36.39%. The multivariable odds ratio (OR) was significant for RAR regarding DM, at 1.68 (95% CI 1.42, 1.98). Considering Q1 as a foundation, the Q4 OR was 2.57 (95% CI 2.11, 3.13). The percentages of DM morbidity varied across RAR quartiles for dead ( n =2,411) and surviving ( n =6,071) DM patients. Specifically, RAR quartile mortality ratios were 20.31%, 24.24%, 22.65%, and 29.99% (P<0.0001). The multivariable hazard ratio (HR) for RAR was 1.80 (95% CI 1.57, 2.05). Considering Q1 as a foundation, the Q4 HR was 2.59 (95% CI 2.18, 3.09) after adjusting for confounding factors. Sensitivity analysis revealed the HR of male DM patients to be 2.27 (95% CI 1.95, 2.64), higher than females 1.56 (95% CI 1.31, 1.85). DM patients who were 60 years of age or younger had a higher HR of 2.08 (95% CI1.61, 2.70) as compared to those older than 60 years, who had an HR of 1.69 (95% CI 1.47, 1.94). The HR of RAR in DM patients was optimized by a restricted cubic spline (RCS) model; 3.22 was determined to be the inflection point of an inverse L-curve. DM patients with a RAR >3.22 mL/g suffered shorter survival and higher mortality as compared to those with RAR ≤3.22 mL/g. OR and HR RAR values were much higher than those of regular red blood cell distribution width. Conclusions: The predictive value of RAR is more accurate than that of RDW for projecting DM prevalence, while RAR, a DM risk factor, has long-term prognostic power for the condition. Survival time was found to be reduced as RAR increased for those aged ≤60 years among female DM patients. Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. (Copyright © 2024 Liu, Wang, Gao, Zhang, Zhang, Xu, Yao, Yang and Yan.) |
Databáze: | MEDLINE |
Externí odkaz: |