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从生命必需的8项指标到代谢综合征:来自美国国家健康与营养检查调查(NHANES)数据库的见解以及槲皮素的网络药理学分析

From Life's Essential 8 to metabolic syndrome: insights from NHANES database and network pharmacology analysis of quercetin.

作者信息

Zhang Runze, Qiu Xiuxiu, He Chenming, Deng Rou, Huo Chenxing, Fang Bangjiang

机构信息

Department of Emergency, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

出版信息

Front Nutr. 2024 Oct 7;11:1452374. doi: 10.3389/fnut.2024.1452374. eCollection 2024.

Abstract

BACKGROUND

Metabolic syndrome (MetS), or syndrome X, is a collection of metabolic illnesses that affect the body's health, particularly insulin resistance and obesity. The prevalence of MetS is on the rise, particularly among younger individuals. Quercetin, a natural flavonoid found in many traditional Chinese medicines, can impact various pathways to disrupt the pathological advancement of MetS with few negative effects. The American Heart Association recently introduced a cardiovascular health assessment termed Life's Essential 8 (LE8), which might impact the treatment of MetS.

METHODS

Quercetin targets and their functions in MetS pathways were identified using a network pharmacology method and molecular docking techniques. The study examined quercetin's direct and indirect interactions with proteins linked to the pathogenic processes of MetS. Data were collected regarding the American Heart Association's LE8 cardiovascular health indicators, which include health behaviors (diet, physical activity, nicotine exposure, and sleep) and health factors (body mass index, non-high-density lipoprotein cholesterol, blood glucose, and blood pressure). The study assessed the connection between LE8 and the occurrence of MetS, taking into account dietary quercetin consumption as a variable of interest.

RESULTS

The negative correlation between MetS and LE8 indicates that individuals with higher LE8 scores are less likely to develop MetS. Individuals in the fully adjusted highest group (LE8 ≥ 80) demonstrated a 79% lower likelihood of developing MetS than those in the lowest group (OR = 0.21; 95% CI, 0.17-0.26,  < 0.0001). Network pharmacology and molecular docking results show that quercetin may exert its therapeutic effects by modulating various biological response processes, including those related to xenobiotic stimuli, bacterial molecules, lipopolysaccharides, and oxidative stimuli. These processes involve key pathways associated with diabetic complications, such as the AGE-RAGE signaling pathway, pathways related to diabetic complications, and pathways involved in lipids and atherosclerosis. Therefore, quercetin may reduce cardiovascular risk, improve glucose-lipid metabolism, and alleviate insulin resistance and other biological processes by influencing multiple aspects of the lipid profile, blood glucose, and insulin resistance, ultimately impacting the links between LE8 score and MetS.

CONCLUSION

This study discovered that an optimal LE8 score is a marker of adopting a lifestyle of wellness and is connected with a reduced likelihood of developing MetS. Quercetin acts on core targets such as IL6, BCL2, TP53, IL1B, MAPK1, and CCL2, and then plays a therapeutic role in regulating lipid metabolism, anti-inflammation, immunomodulation, autophagy, etc., through the pathways of diabetic complications, lipids, atherosclerosis, etc., and has the characteristics of multi-targets, multi-pathways, and multi-functions in regulating interventions for MetS.

摘要

背景

代谢综合征(MetS),又称X综合征,是一组影响身体健康的代谢性疾病,尤其是胰岛素抵抗和肥胖。MetS的患病率正在上升,特别是在年轻人中。槲皮素是一种存在于许多传统中药中的天然黄酮类化合物,它可以影响多种途径,以干扰MetS的病理进展,且副作用很少。美国心脏协会最近推出了一项名为生命基本8项(LE8)的心血管健康评估,这可能会影响MetS的治疗。

方法

使用网络药理学方法和分子对接技术确定槲皮素在MetS途径中的靶点及其功能。该研究考察了槲皮素与与MetS致病过程相关蛋白质的直接和间接相互作用。收集了关于美国心脏协会LE8心血管健康指标的数据,这些指标包括健康行为(饮食、体育活动、尼古丁暴露和睡眠)和健康因素(体重指数、非高密度脂蛋白胆固醇、血糖和血压)。该研究将饮食中槲皮素的摄入量作为一个感兴趣的变量,评估了LE8与MetS发生之间的联系。

结果

MetS与LE8之间的负相关表明,LE8得分较高的个体患MetS的可能性较小。在完全调整后的最高组(LE8≥80)中的个体发生MetS的可能性比最低组中的个体低79%(OR = 0.21;95% CI,0.17 - 0.26,< 0.0001)。网络药理学和分子对接结果表明,槲皮素可能通过调节各种生物反应过程发挥其治疗作用,包括那些与外源性刺激、细菌分子、脂多糖和氧化刺激相关的过程。这些过程涉及与糖尿病并发症相关的关键途径,如AGE-RAGE信号通路、与糖尿病并发症相关的途径以及与脂质和动脉粥样硬化相关的途径。因此,槲皮素可能通过影响脂质谱、血糖和胰岛素抵抗的多个方面来降低心血管风险、改善糖脂代谢、减轻胰岛素抵抗和其他生物过程,最终影响LE8得分与MetS之间的联系。

结论

本研究发现,最佳的LE8得分是采用健康生活方式的一个标志,并且与患MetS的可能性降低有关。槲皮素作用于IL6、BCL2、TP53、IL1B、MAPK1和CCL2等核心靶点,然后通过糖尿病并发症、脂质、动脉粥样硬化等途径在调节脂质代谢、抗炎、免疫调节、自噬等方面发挥治疗作用,在调节干预MetS方面具有多靶点、多途径、多功能的特点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e58e/11491958/b82ceb2a5220/fnut-11-1452374-g001.jpg

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