Identifying Differentially Expressed MicroRNAs, Target Genes, and Key Pathways Deregulated in Patients with Liver Diseases

被引:9
作者
Gholizadeh, Maryam [1 ]
Szelag-Pieniek, Sylwia [2 ]
Post, Mariola [3 ]
Kurzawski, Mateusz [2 ]
Prieto, Jesus [4 ]
Argemi, Josepmaria [5 ]
Drozdzik, Marek [2 ]
Kaderali, Lars [1 ]
机构
[1] Univ Med Greifswald, Inst Bioinformat, Felix Hausdorff Str 8, D-17475 Greifswald, Germany
[2] Pomeranian Med Univ, Dept Expt & Clin Pharmacol, PL-70111 Szczecin, Poland
[3] Cty Hosp, Dept Gen & Transplantat Surg, PL-70111 Szczecin, Poland
[4] Univ Navarra, Ctr Appl Med Res, Pamplona 31008, Spain
[5] Clin Univ Navarra, Liver Unit, Pamplona 31008, Spain
关键词
liver disease; microRNA; regulatory networks; HEPATOCYTE PROLIFERATION; DEGRADATION; BIOMARKERS; PROTEIN;
D O I
10.3390/ijms21197368
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Liver diseases are important causes of morbidity and mortality worldwide. The aim of this study was to identify differentially expressed microRNAs (miRNAs), target genes, and key pathways as innovative diagnostic biomarkers in liver patients with different pathology and functional state. We determined, using RT-qPCR, the expression of 472 miRNAs in 125 explanted livers from subjects with six different liver pathologies and from control livers. ANOVA was employed to obtain differentially expressed miRNAs (DEMs), and miRDB (MicroRNA target prediction database) was used to predict target genes. A miRNA-gene differential regulatory (MGDR) network was constructed for each condition. Key miRNAs were detected using topological analysis. Enrichment analysis for DEMs was performed using the Database for Annotation, Visualization, and Integrated Discovery (DAVID). We identified important DEMs common and specific to the different patient groups and disease progression stages. hsa-miR-1275 was universally downregulated regardless the disease etiology and stage, while hsa-let-7a*, hsa-miR-195, hsa-miR-374, and hsa-miR-378 were deregulated. The most significantly enriched pathways of target genes controlled by these miRNAs comprise p53 tumor suppressor protein (TP53)-regulated metabolic genes, and those involved in regulation of methyl-CpG-binding protein 2 (MECP2) expression, phosphatase and tensin homolog (PTEN) messenger RNA (mRNA) translation and copper homeostasis. Our findings show a novel panel of deregulated miRNAs in the liver tissue from patients with different liver pathologies. These miRNAs hold potential as biomarkers for diagnosis and staging of liver diseases.
引用
收藏
页码:1 / 16
页数:17
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