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DDX11 和 DNM1L 在 12p11 基因座的表达调节系统性红斑狼疮易感性。

Expression of DDX11 and DNM1L at the 12p11 Locus Modulates Systemic Lupus Erythematosus Susceptibility.

机构信息

ImmunoCure, Karachi 75500, Pakistan.

Rheumatology Service, Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Reina Sofia Hospital, University of Cordoba, 14004 Cordoba, Spain.

出版信息

Int J Mol Sci. 2021 Jul 16;22(14):7624. doi: 10.3390/ijms22147624.

Abstract

OBJECTIVES

This study employed genetic and functional analyses using OASIS meta-analysis of multiple existing GWAS and gene-expression datasets to identify novel SLE genes.

METHODS

Four hundred and ten genes were mapped using SNIPPER to 30 SLE GWAS loci and investigated for expression in three SLE GEO-datasets and the Cordoba GSE50395-dataset. Blood eQTL for significant SNPs in SLE loci and STRING for functional pathways of differentially expressed genes were used. Confirmatory qPCR on SLE monocytes was performed. The entire 12p11 locus was investigated for genetic association using two additional GWAS. Expression of 150 genes at this locus was assessed. Based on this significance, qPCRs for DNM1L and KRAS were performed.

RESULTS

Fifty genes were differentially expressed in at least two SLE GEO-datasets, with all probes directionally aligned. DDX11, an RNA helicase involved in genome stability, was downregulated in both GEO and Cordoba datasets. The most significant SNP, rs3741869 in OASIS locus 12p11.21, containing DDX11, was a cis-eQTL regulating DDX11 expression. DDX11 was found repressed. The entire 12p11 locus showed three association peaks. Gene expression in GEO datasets identified DNM1L and KRAS, besides DDX11. Confirmatory qPCR validated DNM1L as an SLE susceptibility gene. DDX11, DNM1L and KRAS interact with each other and multiple known SLE genes including STAT1/STAT4 and major components of IFN-dependent gene expression, and are responsible for signal transduction of cytokines, hormones, and growth-factors, deregulation of which is involved in SLE-development.

CONCLUSION

A genomic convergence approach with OASIS analysis of multiple GWAS and expression datasets identified DDX11 and DNM1L as novel SLE-genes, the expression of which is altered in monocytes from SLE patients. This study lays the foundation for understanding the pathogenic involvement of DDX11 and DNM1L in SLE by identifying them using a systems-biology approach, while the 12p11 locus harboring these genes was previously missed by four independent GWAS.

摘要

目的

本研究采用 OASIS 荟萃分析多个现有 GWAS 和基因表达数据集的遗传和功能分析,以鉴定新的 SLE 基因。

方法

使用 SNIPPER 将 410 个基因映射到 30 个 SLE GWAS 位点,并在三个 SLE GEO 数据集和科尔多瓦 GSE50395 数据集进行表达研究。对 SLE 位点的显著 SNP 进行血液 eQTL 分析,并使用 STRING 进行差异表达基因的功能途径分析。对 SLE 单核细胞进行确认性 qPCR 检测。使用另外两个 GWAS 对整个 12p11 基因座进行遗传关联研究。评估该基因座上 150 个基因的表达情况。基于这一显著性,对 DNM1L 和 KRAS 进行 qPCR 检测。

结果

在至少两个 SLE GEO 数据集中,有 50 个基因的表达存在差异,所有探针均呈定向一致。DDX11 是一种参与基因组稳定性的 RNA 解旋酶,在 GEO 和科尔多瓦数据集均下调。OASIS 位点 12p11.21 中最显著的 SNP(rs3741869),包含 DDX11,是调节 DDX11 表达的顺式 eQTL。发现 DDX11 被抑制。整个 12p11 基因座显示出三个关联峰。在 GEO 数据集中的基因表达除了 DDX11 外,还鉴定出 DNM1L 和 KRAS。确认性 qPCR 验证了 DNM1L 是 SLE 易感基因。DDX11、DNM1L 和 KRAS 相互作用,与 STAT1/STAT4 和 IFN 依赖性基因表达的主要成分等多个已知的 SLE 基因相互作用,负责细胞因子、激素和生长因子的信号转导,其失调参与了 SLE 的发展。

结论

通过 OASIS 对多个 GWAS 和表达数据集进行分析的基因组汇聚方法,鉴定出 DDX11 和 DNM1L 为新的 SLE 基因,SLE 患者的单核细胞中其表达发生改变。本研究通过采用系统生物学方法鉴定这些基因,为理解 DDX11 和 DNM1L 在 SLE 中的致病作用奠定了基础,而此前这四个独立的 GWAS 均未能发现包含这些基因的 12p11 基因座。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c82d/8304828/4073d46d2c68/ijms-22-07624-g001.jpg

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