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通过对人胰腺中 microRNAs 的差异靶向作用来破译糖尿病与 SARS-CoV-2 感染之间的联系。

Deciphering the link between Diabetes mellitus and SARS-CoV-2 infection through differential targeting of microRNAs in the human pancreas.

机构信息

Bioinformatics, MMV, Institute of Science, Banaras Hindu University, Varanasi, 221005, India.

, Varanasi, 221010, India.

出版信息

J Endocrinol Invest. 2022 Mar;45(3):537-550. doi: 10.1007/s40618-021-01693-3. Epub 2021 Oct 20.

Abstract

PURPOSE

Coronavirus Disease 2019 (COVID-19) severity and Diabetes mellitus affect each other bidirectionally. However, the cause of severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) infection on the incidence of diabetes is unclear. In the SARS-CoV-2-infected cells, host microRNAs (miRNAs) may target the native gene transcripts as well as the viral genomic and subgenomic RNAs. Here, we investigated the role of miRNAs in linking Diabetes to SARS-CoV-2 infection in the human pancreas.

METHODS

Differential gene expression and disease enrichment analyses were performed on an RNA-Seq dataset of human embryonic stem cell-derived (hESC) mock-infected and SARS-CoV-2-infected pancreatic organoids to obtain the dysregulated Diabetes-associated genes. The miRNA target prediction for the Diabetes-associated gene transcripts and the SARS-CoV-2 RNAs has been made to determine the common miRNAs targeting them. Minimum Free Energy (MFE) analysis was done to identify the miRNAs, preferably targeting SARS-CoV-2 RNAs over the Diabetes-associated gene transcripts.

RESULTS

The gene expression and disease enrichment analyses of the RNA-Seq data have revealed five biomarker genes, i.e., CP, SOCS3, AGT, PSMB8 and CFB that are associated with Diabetes and get significantly upregulated in the pancreas following SARS-CoV-2-infection. Four miRNAs, i.e., hsa-miR-298, hsa-miR-3925-5p, hsa-miR-4691-3p and hsa-miR-5196-5p, showed preferential targeting of the SARS-CoV-2 genome over the cell's Diabetes-associated messenger RNAs (mRNAs) in the human pancreas.

CONCLUSION

Our study proposes that the differential targeting of the Diabetes-associated host genes by the miRNAs may lead to diabetic complications or new-onset Diabetes that can worsen the condition of COVID-19 patients.

摘要

目的

2019 年冠状病毒病(COVID-19)的严重程度和糖尿病相互影响。然而,严重急性呼吸综合征冠状病毒 2(SARS-CoV2)感染导致糖尿病的原因尚不清楚。在 SARS-CoV-2 感染的细胞中,宿主 microRNAs(miRNAs)可能靶向天然基因转录本以及病毒基因组和亚基因组 RNA。在这里,我们研究了 miRNAs 在将糖尿病与 SARS-CoV-2 感染联系起来在人类胰腺中的作用。

方法

对人类胚胎干细胞衍生(hESC)模拟感染和 SARS-CoV-2 感染的胰腺类器官的 RNA-Seq 数据集进行差异基因表达和疾病富集分析,以获得失调的与糖尿病相关的基因。对与糖尿病相关的基因转录本和 SARS-CoV-2 RNA 进行 miRNA 靶标预测,以确定靶向它们的共同 miRNA。最小自由能(MFE)分析用于鉴定优选靶向 SARS-CoV-2 RNA 而不是与糖尿病相关的基因转录本的 miRNA。

结果

RNA-Seq 数据的基因表达和疾病富集分析揭示了五个与糖尿病相关的生物标志物基因,即 CP、SOCS3、AGT、PSMB8 和 CFB,它们在 SARS-CoV-2 感染后胰腺中显著上调。四种 miRNA,即 hsa-miR-298、hsa-miR-3925-5p、hsa-miR-4691-3p 和 hsa-miR-5196-5p,在人类胰腺中显示出对 SARS-CoV-2 基因组的优先靶向作用,而不是对细胞与糖尿病相关的信使 RNA(mRNA)的靶向作用。

结论

我们的研究表明,miRNAs 对与糖尿病相关的宿主基因的差异靶向可能导致糖尿病并发症或新诊断的糖尿病,从而使 COVID-19 患者的病情恶化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c31/8527307/8c1cbac7b728/40618_2021_1693_Fig1_HTML.jpg

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