School of Public Health, Shenyang Medical College, Shenyang, China.
Department of School Health, Shenyang Center for Disease Control and Prevention, Shenyang, China.
Front Endocrinol (Lausanne). 2023 Sep 19;14:1254133. doi: 10.3389/fendo.2023.1254133. eCollection 2023.
Although the effect of vitamins on the risk of mortality in diabetic patients has been reported, most studies focus on individual vitamins. However, humans are often exposed to multiple vitamins simultaneously in daily life. Therefore, it is worth exploring the effects of co-exposure to multiple vitamins on the risk of mortality in diabetic patients.
This study included diabetic patients aged ≥20WD years who participated in NHANES from 2003 to 2006. An unsupervised K-means clustering method was used to cluster eight vitamins in serum into several patterns of co-exposure to multiple vitamins, and the Cox proportional hazards model was used to evaluate the impact of different patterns of co-exposure to multiple vitamins on the risk of all-cause mortality in diabetic patients.
Three patterns of co-exposure to multiple vitamins were generated based on K-means clustering, namely, low-level, moderate-level, and high-level. Among the 484 diabetic patients, with a median follow-up of 13.7 years, a total of 211 deaths occurred. After adjusting for covariates, the individual vitamins had varying effects on the risk of all-cause mortality in diabetic patients. Compared to the low-level group of co-exposure to multiple vitamins, the high-level group significantly reduced the risk of all-cause mortality in diabetic patients, with a HR of 0.42 (95% CI: 0.20, 0.87). Subgroup analysis demonstrated that high levels of co-exposure to multiple vitamins significantly reduced the risk of all-cause mortality in males, individuals aged ≥ 60 years, and non-Hispanic White people with diabetes compared to the low-level group, with HR of 0.42 (95% CI: 0.18, 0.98), 0.53 (95% CI: 0.26, 0.98), and 0.26 (95% CI: 0.12, 0.58) respectively.
While individual vitamins had different effects on the risk of all-cause mortality in patients with diabetes, high-level co-exposure to multiple vitamins significantly reduced the risk of all-cause mortality in patients with diabetes, with differences observed among genders, ages, and race. This suggests that when developing vitamin intervention strategies for patients with diabetes, consideration should be given not only to the dosage of individual vitamins but also to the variations between different population groups.
尽管已有研究报道维生素对糖尿病患者死亡风险的影响,但大多数研究都集中在单一维生素上。然而,在日常生活中,人类通常同时接触多种维生素。因此,探索同时暴露于多种维生素对糖尿病患者死亡风险的影响是值得的。
本研究纳入了 2003 年至 2006 年期间参加 NHANES 的年龄≥20 岁的糖尿病患者。采用无监督 K-means 聚类方法将血清中的 8 种维生素聚类为几种多维生素共同暴露模式,并采用 Cox 比例风险模型评估不同多维生素共同暴露模式对糖尿病患者全因死亡率风险的影响。
基于 K-means 聚类,共生成了 3 种多维生素共同暴露模式,即低水平、中水平和高水平。在 484 例糖尿病患者中,中位随访时间为 13.7 年,共发生 211 例死亡。调整协变量后,各维生素对糖尿病患者全因死亡率风险的影响不同。与低水平多维生素共同暴露组相比,高水平多维生素共同暴露组显著降低了糖尿病患者的全因死亡率风险,HR 为 0.42(95%CI:0.20,0.87)。亚组分析表明,与低水平组相比,高水平组的多维生素共同暴露显著降低了男性、年龄≥60 岁以及非西班牙裔白人糖尿病患者的全因死亡率风险,HR 分别为 0.42(95%CI:0.18,0.98)、0.53(95%CI:0.26,0.98)和 0.26(95%CI:0.12,0.58)。
虽然各维生素对糖尿病患者全因死亡率风险的影响不同,但高水平的多维生素共同暴露显著降低了糖尿病患者的全因死亡率风险,且在性别、年龄和种族之间存在差异。这表明,在制定针对糖尿病患者的维生素干预策略时,不仅要考虑单一维生素的剂量,还要考虑不同人群的差异。