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2019冠状病毒病与糖尿病足溃疡之间共同致病机制的探索:一种计算机模拟方法。

Exploration of the common pathogenic link between COVID-19 and diabetic foot ulcers: An in silico approach.

作者信息

Cai Xueyao, Yang Ruijin, Shi Wenjun, Cai Yuchen, Ma Zhengzheng

机构信息

Department of Burn and Plastic Surgery Dongguan Tungwah Hospital Dongguan China.

Department of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital Shanghai Jiao Tong University School of Medicine Shanghai China.

出版信息

Health Sci Rep. 2023 Nov 5;6(11):e1686. doi: 10.1002/hsr2.1686. eCollection 2023 Nov.

Abstract

BACKGROUND AND AIMS

The Coronavirus Disease-19 (COVID-19) is posing an ongoing threat to human health. Patients of diabetic foot ulcer (DFU) are susceptible to COVID-19-induced adverse outcomes. Nevertheless, investigations into their mutual molecular mechanisms have been limited to date. In the present work, we tried to uncover the shared pathogenesis and regulatory gene targets of COVID-19 and DFU.

METHODS

In this study, we chose GSE161281 as the COVID-19 data set, which contained severe acute respiratory syndrome coronavirus 2 infected human induced embryonic stem cell-derived peripheral neurons ( = 2) with uninfected controls ( = 2). The GSE134431 designated as the DFU data set, comprising full-thickness DFU ( = 13) and diabetic foot skin ( = 8) samples from diabetic patients. The differential expressed genes (DEGs) were identified from GSE161281 and GSE134431, and the common DEGs between COVID-19 and DFU were extracted. Multifactor regulatory network and co-expression network of the common DEGs were analyzed, along with candidate drug prediction.

RESULTS

Altogether, six common DEGs () were found between COVID-19 and DFU. Functional analyses indicated that pathways of apoptotic and Wnt signaling may contribute to progression of COVID-19. Gene co-expression network implied the shared pathways of immune regulation and cytokine response participated collectively in the development of DFU and COVID-19. A multifactor regulatory network was constructed integrating the corresponding microRNAs (miRNAs) and transcription factors. Additionally, we proposed potential drug objects for the combined therapy.

CONCLUSION

Our study revealed the shared molecular mechanisms underlying COVID-19 and DFU. The identified pivotal targets and common pathways can provide new perspectives for further research and assist the development of management strategies in patients of DFU complicated with COVID-19.

摘要

背景与目的

新型冠状病毒肺炎(COVID-19)对人类健康构成持续威胁。糖尿病足溃疡(DFU)患者易出现COVID-19引发的不良后果。然而,迄今为止对其共同分子机制的研究有限。在本研究中,我们试图揭示COVID-19与DFU共同的发病机制及调控基因靶点。

方法

在本研究中,我们选择GSE161281作为COVID-19数据集,其中包含严重急性呼吸综合征冠状病毒2感染的人诱导胚胎干细胞衍生的外周神经元(n = 2)以及未感染的对照(n = 2)。将GSE134431指定为DFU数据集,包括来自糖尿病患者的全层DFU(n = 13)和糖尿病足皮肤(n = 8)样本。从GSE161281和GSE134431中鉴定差异表达基因(DEG),并提取COVID-19与DFU之间的共同DEG。分析共同DEG的多因素调控网络和共表达网络,并进行候选药物预测。

结果

共发现COVID-19与DFU之间有6个共同的DEG。功能分析表明,凋亡和Wnt信号通路可能促进COVID-19的进展。基因共表达网络表明,免疫调节和细胞因子反应的共同通路共同参与了DFU和COVID-19的发展。构建了整合相应微小RNA(miRNA)和转录因子的多因素调控网络。此外,我们提出了联合治疗的潜在药物靶点。

结论

我们的研究揭示了COVID-19与DFU共同的分子机制。所确定的关键靶点和共同通路可为进一步研究提供新的视角,并有助于制定DFU合并COVID-19患者的管理策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f6bc/10626003/e6841a2f58cd/HSR2-6-e1686-g004.jpg

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