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Correlation between monocyte/albumin ratio and all-cause mortality as well as cardiovascular disease mortality in diabetic patients: a cohort study based on the NHANES database
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Yi WANG1, Wen-Jun ZHANG1, Qiong HU1, Wei LI2, Qing WANG2, Xing-Hai ZHAO3, Yi-Mei LI3, Li-Yan LIU3
Modern Preventive Medicine | 2026, 53(3) : 557 - 563
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Modern Preventive Medicine | 2026, 53(3): 557-563
• Clinical Medicine and Prevention •
Correlation between monocyte/albumin ratio and all-cause mortality as well as cardiovascular disease mortality in diabetic patients: a cohort study based on the NHANES database
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Yi WANG1, Wen-Jun ZHANG1, Qiong HU1, Wei LI2, Qing WANG2, Xing-Hai ZHAO3, Yi-Mei LI3, Li-Yan LIU3
Affiliations
  • Endocrinology Department, Kunshan Sixth People’s Hospital, Kunshan, Jiangsu 215300, China
Published: 2026-02-10 doi: 10.20043/j.cnki.MPM.202509189
Outline
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Objective

Based on the National Health and Nutrition Examination Survey (NHANES) database, this study investigates the association between the monocyte-to-albumin ratio (MAR) and all-cause and cardiovascular disease (CVD)mortality among individuals with diabetes mellitus.

Methods

Using NHANES 1999—2018 data linked to mortality outcomes from the National Death Index (NDI), we conducted a study among adults with diabetes mellitus. Weighted Cox proportional-hazards regression, Kaplan-Meier survival curves, restricted cubic spline regression, subgroup analyses, and interaction tests were employed to examine the associations of the monocyte-to-albumin ratio (MAR) with all-cause and CVD mortality among individuals with diabetes mellitus.

Results

A total of 4 558 patients with diabetes mellitus were enrolled in this study. During follow-up, 1 250 all-cause deaths and 429 CVD-specific deaths were documented. MAR was categorized into tertiles. After adjusting for multiple confounding factors, compared with the lowest tertile group (Q1: MAR<0.011), the highest tertile group(Q3: MAR≥0.015) exhibited significantly increased risks of both all-cause mortality (HR=1.44, 95% CI: 1.21-1.71) and CVD mortality (HR=1.44; 95% CI: 1.01-2.05). Kaplan-Meier survival analysis demonstrated that the survival probability in the highest MAR tertile was markedly lower than that in the lowest tertile, with a statistically significant difference (P<0.001).

Conclusion

MAR is positively associated with both all-cause and CVD mortality in patients with diabetes and represents an independent risk factor for these outcomes.

Monocyte-to-albumin ratio  /  Diabetes mellitus  /  All-cause mortality  /  Cardiovascular disease mortality
王怡, 张文俊, 胡琼, 李威, 汪青, 赵星海, 李怡梅, 刘丽燕. 单核细胞/白蛋白比值与糖尿病患者全因死亡率及心血管疾病死亡率的相关性——基于NHANES数据库的队列研究. 现代预防医学, 2026 , 53 (3) : 557 -563 . DOI: 10.20043/j.cnki.MPM.202509189
Yi WANG, Wen-Jun ZHANG, Qiong HU, Wei LI, Qing WANG, Xing-Hai ZHAO, Yi-Mei LI, Li-Yan LIU. Correlation between monocyte/albumin ratio and all-cause mortality as well as cardiovascular disease mortality in diabetic patients: a cohort study based on the NHANES database[J]. Modern Preventive Medicine, 2026 , 53 (3) : 557 -563 . DOI: 10.20043/j.cnki.MPM.202509189
Year 2026 volume 53 Issue 3
21
11
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Article Info
doi: 10.20043/j.cnki.MPM.202509189
  • Receive Date:2025-09-13
  • Online Date:2026-11-02
  • Published:2026-02-10
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  • Received:2025-09-13
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    Endocrinology Department, Kunshan Sixth People’s Hospital, Kunshan, Jiangsu 215300, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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