Li Chunxiang, Liang Yanlan, Lu Qiuyuan, Lin Yuanxin, Wen Shifeng, Luo Xiaoyu, Huang Shiping, Zhong Xue, Xu ZhangJian, Wang Fei
Department of Occupational Health and Environmental Health, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China.
Nutr J. 2025 Feb 19;24(1):27. doi: 10.1186/s12937-025-01092-x.
Limited evidence exists about the relationship between serum carotenoid and mortality in metabolic syndrome (MetS) patients, and the effects of medication use on this association remains unclear.
The study encompassed 2,521 MetS patients from the National Health and Nutrition Examination Survey (NHANES) 2001-2006 and 2017-2018. A total of 7 serum carotenoids were evaluated. Death data were sourced from the National Death Index, with causes assessed using ICD-10 codes. Bayesian kernel machine regression (BKMR) and random survival forest (RSF) were utilized to investigate serum carotenoid mixture on mortality and identify key carotenoids. "Qgcompint" R package was used to explore the modifying effects of medication use.
The serum carotenoid levels at baseline ranged from 0.04 to 1.37 µmol/L. During a follow-up of 15.1 years, there were 696 deaths (27.61%), with 247 (35.49%) by cardiovascular disease (CVD), 148 (21.26%) by cancer, and 301 (43.25%) by other diseases. Individual and combined serum carotenoids were negatively associated with all-cause mortality (HR range:0.70-0.88, 95%CI range:0.56-0.99, all P < 0.05). α-carotene (VIMP = 0.223 in RSF) and lutein/zeaxanthin (PIP = 1.000 in BKMR) emerged as the greatest contributors to all-cause mortality. Lipid-lowering drugs attenuate the negative effect of serum carotenoids on MetS patients' mortality (P = 0.014).
The present study identified a protective effect of serum carotenoid on mortality in MetS patients, which was probably weakened by lipid-lowering drugs. Early dietary interventions for MetS patients taking lipid-lowering drugs, particularly those rich in carotenoids like α-carotene and lutein/zeaxanthin, could help reduce mortality.
关于代谢综合征(MetS)患者血清类胡萝卜素与死亡率之间的关系,现有证据有限,且药物使用对这种关联的影响仍不明确。
该研究纳入了2001 - 2006年和2017 - 2018年美国国家健康与营养检查调查(NHANES)中的2521例MetS患者。共评估了7种血清类胡萝卜素。死亡数据来自国家死亡指数,病因使用国际疾病分类第10版(ICD - 10)编码进行评估。采用贝叶斯核机器回归(BKMR)和随机生存森林(RSF)来研究血清类胡萝卜素混合物对死亡率的影响,并确定关键类胡萝卜素。使用“Qgcompint”R包来探讨药物使用的调节作用。
基线时血清类胡萝卜素水平范围为0.04至1.37µmol/L。在15.1年的随访期间,有696例死亡(27.61%),其中247例(35.49%)死于心血管疾病(CVD),148例(21.26%)死于癌症,301例(43.25%)死于其他疾病。个体和联合血清类胡萝卜素与全因死亡率呈负相关(风险比范围:0.70 - 0.88,95%置信区间范围:0.56 - 0.99,所有P < 0.05)。α - 胡萝卜素(RSF中VIMP = 0.223)和叶黄素/玉米黄质(BKMR中PIP = 1.000)是全因死亡率的最大贡献因素。降脂药物减弱了血清类胡萝卜素对MetS患者死亡率的负面影响(P = 0.014)。
本研究确定了血清类胡萝卜素对MetS患者死亡率具有保护作用,而这种作用可能被降脂药物削弱。对服用降脂药物的MetS患者进行早期饮食干预,特别是摄入富含α - 胡萝卜素和叶黄素/玉米黄质等类胡萝卜素的食物,可能有助于降低死亡率。