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代谢组学揭示了非重症COVID-19患者康复过程中的性别特异性代谢变化,并预测了从阳性转为阴性的持续时间。

Metabolomics reveals sex-specific metabolic shifts and predicts the duration from positive to negative in non-severe COVID-19 patients during recovery process.

作者信息

Zheng Hong, Jin Shengwei, Li Ting, Ying Weiyang, Ying Binyu, Chen Dong, Ning Jie, Zheng Chanfan, Li Yuping, Li Chen, Chen Chengshui, Li Xiaokun, Gao Hongchang

机构信息

Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325015, China.

School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China.

出版信息

Comput Struct Biotechnol J. 2021;19:1863-1873. doi: 10.1016/j.csbj.2021.03.039. Epub 2021 Apr 6.

Abstract

Metabolic profiling in COVID-19 patients has been associated with disease severity, but there is no report on sex-specific metabolic changes in discharged survivors. Herein we used an integrated approach of LC-MS-and GC-MS-based untargeted metabolomics to analyze plasma metabolic characteristics in men and women with non-severe COVID-19 at both acute period and 30 days after discharge. The results demonstrate that metabolic alterations in plasma of COVID-19 patients during the recovery and rehabilitation process were presented in a sex specific manner. Overall, the levels of most metabolites were increased in COVID-19 patients after the cure relative to acute period. The major plasma metabolic changes were identified including fatty acids in men and glycerophosphocholines and carbohydrates in women. In addition, we found that women had shorter length of hospitalization than men and metabolic characteristics may contribute to predict the duration from positive to negative in non-severe COVID-19 patients. Collectively, this study shed light on sex-specific metabolic shifts in non-severe COVID-19 patients during the recovery process, suggesting a sex bias in prognostic and therapeutic evaluations based on metabolic profiling.

摘要

新冠病毒疾病(COVID-19)患者的代谢谱与疾病严重程度相关,但关于出院幸存者性别特异性代谢变化尚无报道。在此,我们采用基于液相色谱-质谱联用(LC-MS)和气相色谱-质谱联用(GC-MS)的非靶向代谢组学综合方法,分析非重症COVID-19男性和女性患者急性期及出院后30天的血浆代谢特征。结果表明,COVID-19患者康复和恢复过程中血浆代谢改变呈现性别特异性。总体而言,与急性期相比,COVID-19患者治愈后大多数代谢物水平升高。确定的主要血浆代谢变化包括男性的脂肪酸以及女性的甘油磷酸胆碱和碳水化合物。此外,我们发现女性住院时间比男性短,且代谢特征可能有助于预测非重症COVID-19患者从阳性转为阴性的时间。总体而言,本研究揭示了非重症COVID-19患者康复过程中的性别特异性代谢变化,提示基于代谢谱的预后和治疗评估存在性别偏见。

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