Integrating transcriptomics, eQTL, and Mendelian randomization to dissect monocyte roles in severe COVID-19 and gout flare.

IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Frontiers in Genetics Pub Date : 2024-09-25 eCollection Date: 2024-01-01 DOI:10.3389/fgene.2024.1385316
Jiajia Li, Guixian Yang, Junnan Liu, Guofeng Li, Huiling Zhou, Yuan He, Xinru Fei, Dongkai Zhao
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Abstract

Introduction: There are considerable similarities between the pathophysiology of gout flare and the dysregulated inflammatory response in severe COVID-19 infection. Monocytes are the key immune cells involved in the pathogenesis of both diseases. Therefore, it is critical to elucidate the molecular basis of the function of monocytes in gout and COVID-19 in order to develop more effective therapeutic approaches.

Methods: The single-cell RNA sequencing (scRNA-seq), large-scale genome-wide association studies (GWAS), and expression quantitative trait loci (eQTL) data of gout and severe COVID-19 were comprehensively analyzed. Cellular heterogeneity and intercellular communication were identified using the scRNA-seq datasets, and the monocyte-specific differentially expressed genes (DEGs) between COVID-19, gout and normal subjects were screened. In addition, the correlation of the DEGs with severe COVID-19 and gout flare was analyzed through GWAS statistics and eQTL data.

Results: The scRNA-seq analysis exhibited that the proportion of classical monocytes was increased in both severe COVID-19 and gout patient groups compared to healthy controls. Differential expression analysis and MR analysis showed that NLRP3 was positively associated with the risk of severe COVID-19 and involved 11 SNPs, of which rs4925547 was not significantly co-localized. In contrast, IER3 was positively associated with the risk of gout and involved 9 SNPs, of which rs1264372 was significantly co-localized.

Discussion: Monocytes have a complex role in gout flare and severe COVID-19, which underscores the potential mechanisms and clinical significance of the interaction between the two diseases.

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整合转录组学、eQTL 和孟德尔随机化技术,剖析单核细胞在严重 COVID-19 和痛风发作中的作用。
导言:痛风发作的病理生理学与严重 COVID-19 感染时失调的炎症反应之间有很多相似之处。单核细胞是参与这两种疾病发病机制的关键免疫细胞。因此,阐明痛风和 COVID-19 中单核细胞功能的分子基础对于开发更有效的治疗方法至关重要:方法:对痛风和严重COVID-19的单细胞RNA测序(scRNA-seq)、大规模全基因组关联研究(GWAS)和表达定量性状位点(eQTL)数据进行了全面分析。利用 scRNA-seq 数据集确定了细胞异质性和细胞间通讯,并筛选了 COVID-19、痛风和正常人之间的单核细胞特异性差异表达基因(DEG)。此外,还通过GWAS统计和eQTL数据分析了DEGs与严重COVID-19和痛风发作的相关性:结果:scRNA-seq分析表明,与健康对照组相比,严重COVID-19和痛风患者组中经典单核细胞的比例均有所增加。差异表达分析和 MR 分析表明,NLRP3 与重度 COVID-19 风险呈正相关,涉及 11 个 SNPs,其中 rs4925547 的共定位不显著。相比之下,IER3与痛风风险呈正相关,涉及9个SNPs,其中rs1264372呈显著共定位:讨论:单核细胞在痛风发作和严重的 COVID-19 中起着复杂的作用,这凸显了这两种疾病之间相互作用的潜在机制和临床意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Frontiers in Genetics
Frontiers in Genetics Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
5.50
自引率
8.10%
发文量
3491
审稿时长
14 weeks
期刊介绍: Frontiers in Genetics publishes rigorously peer-reviewed research on genes and genomes relating to all the domains of life, from humans to plants to livestock and other model organisms. Led by an outstanding Editorial Board of the world’s leading experts, this multidisciplinary, open-access journal is at the forefront of communicating cutting-edge research to researchers, academics, clinicians, policy makers and the public. The study of inheritance and the impact of the genome on various biological processes is well documented. However, the majority of discoveries are still to come. A new era is seeing major developments in the function and variability of the genome, the use of genetic and genomic tools and the analysis of the genetic basis of various biological phenomena.
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