Metabolic Signatures of Type 2 Diabetes Mellitus and Hypertension in COVID-19 Patients With Different Disease Severity.

IF 3.1 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Frontiers in Medicine Pub Date : 2022-01-10 eCollection Date: 2021-01-01 DOI:10.3389/fmed.2021.788687
Mohamed A Elrayess, Farhan S Cyprian, Abdallah M Abdallah, Mohamed M Emara, Ilhame Diboun, Najeha Anwardeen, Sven Schuchardt, Hadi M Yassine
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引用次数: 7

Abstract

Introduction: Increased COVID-19 disease severity is higher among patients with type 2 diabetes mellitus and hypertension. However, the metabolic pathways underlying this association are not fully characterized. This study aims to identify the metabolic signature associated with increased COVID-19 severity in patients with diabetes mellitus and hypertension. Methods: One hundred and fifteen COVID-19 patients were divided based on disease severity, diabetes status, and hypertension status. Targeted metabolomics of serum samples from all patients was performed using tandem mass spectrometry followed by multivariate and univariate models. Results: Reduced levels of various triacylglycerols were observed with increased disease severity in the diabetic patients, including those containing palmitic (C16:0), docosapentaenoic (C22:5, DPA), and docosahexaenoic (C22:6, DHA) acids (FDR < 0.01). Functional enrichment analysis revealed triacylglycerols as the pathway exhibiting the most significant changes in severe COVID-19 in diabetic patients (FDR = 7.1 × 10-27). Similarly, reduced levels of various triacylglycerols were also observed in hypertensive patients corresponding with increased disease severity, including those containing palmitic, oleic (C18:1), and docosahexaenoic acids. Functional enrichment analysis revealed long-chain polyunsaturated fatty acids (n-3 and n-6) as the pathway exhibiting the most significant changes with increased disease severity in hypertensive patients (FDR = 0.07). Conclusions: Reduced levels of triacylglycerols containing specific long-chain unsaturated, monounsaturated, and polyunsaturated fatty acids are associated with increased COVID-19 severity in diabetic and hypertensive patients, offering potential novel diagnostic and therapeutic targets.

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不同疾病严重程度的2型糖尿病和高血压患者的代谢特征
2型糖尿病合并高血压患者COVID-19疾病严重程度增高。然而,这种关联背后的代谢途径尚未得到充分表征。本研究旨在确定与糖尿病和高血压患者COVID-19严重程度增加相关的代谢特征。方法:根据病情严重程度、糖尿病状况和高血压状况对115例COVID-19患者进行分组。使用串联质谱法对所有患者的血清样本进行靶向代谢组学分析,然后采用多变量和单变量模型。结果:随着糖尿病患者病情的加重,包括棕榈酸(C16:0)、二十二碳五烯酸(C22:5, DPA)和二十二碳六烯酸(C22:6, DHA)在内的各种三酰甘油水平均有所降低(FDR < 0.01)。功能富集分析显示,三酰基甘油是糖尿病重症COVID-19患者变化最显著的途径(FDR = 7.1 × 10-27)。同样,在高血压患者中也观察到各种甘油三酯水平的降低与疾病严重程度的增加相对应,包括那些含有棕榈酸、油酸(C18:1)和二十二碳六烯酸的患者。功能富集分析显示,长链多不饱和脂肪酸(n-3和n-6)是高血压患者随疾病严重程度增加而变化最显著的途径(FDR = 0.07)。结论:含有特定长链不饱和脂肪酸、单不饱和脂肪酸和多不饱和脂肪酸的甘油三酯水平降低与糖尿病和高血压患者COVID-19严重程度增加有关,提供了潜在的新型诊断和治疗靶点。
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来源期刊
Frontiers in Medicine
Frontiers in Medicine Medicine-General Medicine
CiteScore
5.10
自引率
5.10%
发文量
3710
审稿时长
12 weeks
期刊介绍: Frontiers in Medicine publishes rigorously peer-reviewed research linking basic research to clinical practice and patient care, as well as translating scientific advances into new therapies and diagnostic tools. Led by an outstanding Editorial Board of international experts, this multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. In addition to papers that provide a link between basic research and clinical practice, a particular emphasis is given to studies that are directly relevant to patient care. In this spirit, the journal publishes the latest research results and medical knowledge that facilitate the translation of scientific advances into new therapies or diagnostic tools. The full listing of the Specialty Sections represented by Frontiers in Medicine is as listed below. As well as the established medical disciplines, Frontiers in Medicine is launching new sections that together will facilitate - the use of patient-reported outcomes under real world conditions - the exploitation of big data and the use of novel information and communication tools in the assessment of new medicines - the scientific bases for guidelines and decisions from regulatory authorities - access to medicinal products and medical devices worldwide - addressing the grand health challenges around the world
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