Bogucka-Kocka Anna, Zalewski Daniel P, Ruszel Karol P, Stępniewski Andrzej, Gałkowski Dariusz, Bogucki Jacek, Komsta Łukasz, Kołodziej Przemysław, Zubilewicz Tomasz, Feldo Marcin, Kocki Janusz
Chair and Department of Biology and Genetics, Medical University of Lublin, Lublin, Poland.
Department of Clinical Genetics, Chair of Medical Genetics, Medical University of Lublin, Lublin, Poland.
Front Genet. 2019 Nov 22;10:1200. doi: 10.3389/fgene.2019.01200. eCollection 2019.
Atherosclerosis and its comorbidities are the major contributors to the global burden of death worldwide. Lower extremities arterial disease (LEAD) is a common manifestation of atherosclerotic disease of arteries of lower extremities. MicroRNAs belong to epigenetic factors that regulate gene expression and have not yet been extensively studied in LEAD. We aimed to indicate the most promising microRNA and gene expression signatures of LEAD, to identify interactions between microRNA and genes and to describe potential effect of modulated gene expression. High-throughput sequencing was employed to examine microRNAome and transcriptome of peripheral blood mononuclear cells of patients with LEAD, in relation to controls. Statistical significance of microRNAs and genes analysis results was evaluated using DESeq2 and uninformative variable elimination by partial least squares methods. Altered expression of 26 microRNAs (hsa-let-7f-1-3p, hsa-miR-34a-5p, -122-5p, -3591-3p, -34a-3p, -1261, -21-5p, -15a-5p, -548d-5p, -34b-5p, -424-3p, -548aa, -548t-3p, -4423-3p, -196a-5p, -330-3p, -766-3p, -30e-3p, -125b-5p, -1301-3p, -3184-5p, -423-3p, -339-3p, -138-5p, -99a-3p, and -6087) and 14 genes (, , , , , , , , , , , , , and ) were the most significantly differentially expressed in LEAD group compared to controls. Discriminative value of revealed microRNAs and genes were confirmed by receiver operating characteristic analysis. Dysregulations of 26 microRNAs and 14 genes were used to propose novel biomarkers of LEAD. Regulatory interactions between biomarker microRNAs and genes were studied using R multiMiR package. Functional analysis of genes modulated by proposed biomarker microRNAs was performed using DAVID 6.8 tools and revealed terms closely related to atherosclerosis and, interestingly, the processes involving nervous system. The study provides new insight into microRNA-dependent regulatory mechanisms involved in pathology of LEAD. Proposed microRNA and gene biomarkers of LEAD may provide new diagnostic and therapeutic opportunities.
动脉粥样硬化及其合并症是全球死亡负担的主要促成因素。下肢动脉疾病(LEAD)是下肢动脉粥样硬化疾病的常见表现。微小RNA属于调控基因表达的表观遗传因子,在LEAD中尚未得到广泛研究。我们旨在指出LEAD最有前景的微小RNA和基因表达特征,识别微小RNA与基因之间的相互作用,并描述基因表达调控的潜在影响。采用高通量测序技术检测LEAD患者与对照组外周血单个核细胞的微小RNA组和转录组。使用DESeq2和偏最小二乘法的无信息变量消除法评估微小RNA和基因分析结果的统计学显著性。与对照组相比,26种微小RNA(hsa-let-7f-1-3p、hsa-miR-34a-5p、-122-5p、-3591-3p、-34a-3p、-1261、-21-5p、-15a-5p、-548d-5p、-34b-5p、-424-3p、-548aa、-548t-3p、-4423-3p、-196a-5p、-330-3p、-766-3p、-30e-3p、-125b-5p、-1301-3p、-3184-5p、-423-3p、-339-3p、-138-5p、-99a-3p和-6087)和14个基因(此处基因名称未给出)在LEAD组中差异表达最为显著。通过受试者工作特征分析证实了所揭示的微小RNA和基因的判别价值。利用26种微小RNA和14个基因的失调情况提出了LEAD的新型生物标志物。使用R语言的multiMiR软件包研究了生物标志物微小RNA与基因之间的调控相互作用。使用DAVID 6.8工具对由所提出的生物标志物微小RNA调控的基因进行功能分析,结果显示这些基因与动脉粥样硬化密切相关,有趣的是,还涉及神经系统相关过程。该研究为LEAD病理学中涉及的微小RNA依赖性调控机制提供了新的见解。所提出的LEAD微小RNA和基因生物标志物可能提供新的诊断和治疗机会。