Integrated In-silico Analysis to Study the Role of microRNAs in the Detection of Chronic Kidney Diseases

被引:12
作者
Khan, Amina [1 ]
Zahra, Andleeb [1 ]
Mumtaz, Sana [1 ]
Fatmi, M. Qaiser [1 ]
Khan, Muhammad J. [1 ]
机构
[1] COMSATS Univ Islamabad, Dept Biosci, Pk Rd, Islamabad 45600, Pakistan
关键词
microRNA; gene expression; Chronic Kidney Diseases (CKD); Glomerular Functional Rate (GFR); dysregulation; biomarkers; TARGET PREDICTION; EXPRESSION; BIOMARKERS; PROFILES; MIRNAS; RNAS;
D O I
10.2174/1574893614666190923115032
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: MicroRNAs (miRNAs) play an important role in the pathogenesis of various renal diseases, including Chronic Kidney Diseases (CKD). CKD refers to the gradual loss of kidney function with the declining Glomerular Functional Rate (GFR). Objective: This study focused on the regulatory mechanism of miRNA to control gene expression in CKD. Methods: In this context, two lists of Differentially Expressed Genes (DEGs) were obtained; one from the three selected experiments by setting a cutoff p-value of <0.05 (List A), and one from a list of target genes of miRNAs (List B). Both lists were then compared to get a common dataset of 33 miRNAs, each had a set of DEGs i.e.. both up-regulated and down-regulated genes (List C). These data were subjected to functional enrichment analysis, network illustration, and gene homology studies. Results: This study confirmed the active participation of various miRNAs i.e. hsa -miR-15a-5p, hsa-miR-195-5p, hsa-miR-365-3p, hsa-miR-30a-5p, hsa-miR-124-3p, hsa-miR-200b-3p, and hsa-miR-429 in the dysregulation of genes involved in kidney development and function. Integrated analyses depicted that miRNAs modulated renal development, homeostasis, various metabolic processes, immune responses, and ion transport activities. Furthermore, homology studies of miRNA-mRNA hybrid highlighted the effect of partial complementary binding pattern on the regulation of genes by miRNA. Conclusion: The study highlighted the great values of miRNAs as biomarkers in kidney diseases. In addition, the need for further investigations on miRNA-based studies is also commended in the development of diagnostic, prognostic, and therapeutic tools for renal diseases.
引用
收藏
页码:144 / 154
页数:11
相关论文
共 48 条
[1]   Activation of Wnt/β-Catenin Pathway in Monocytes Derived from Chronic Kidney Disease Patients [J].
Al-Chaqmaqchi, Heevy Abdulkareem Musa ;
Moshfegh, Ali ;
Dadfar, Elham ;
Paulsson, Josefin ;
Hassan, Moustapha ;
Jacobson, Stefan H. ;
Lundahl, Joachim .
PLOS ONE, 2013, 8 (07)
[2]   MicroRNA-214 promotes chronic kidney disease by disrupting mitochondrial oxidative phosphorylation [J].
Bai, Mi ;
Chen, Huimei ;
Ding, Dan ;
Song, Ruihua ;
Lin, Jiajuan ;
Zhang, Yuanyuan ;
Guo, Yan ;
Chen, Shuang ;
Ding, Guixia ;
Zhang, Yue ;
Jia, Zhanjun ;
Huang, Songming ;
He, John Cijiang ;
Yang, Li ;
Zhang, Aihua .
KIDNEY INTERNATIONAL, 2019, 95 (06) :1389-1404
[3]   Impact of sex and glucose-lowering treatments on hypoglycaemic symptoms in people with type 2 diabetes and chronic kidney disease. The French Chronic Kidney Disease - Renal Epidemiology and Information Network (CKD-REIN) Study [J].
Balkau, B. ;
Metzger, M. ;
Andreelli, F. ;
Frimat, L. ;
Speyer, E. ;
Combe, C. ;
Laville, M. ;
Jacquelinet, C. ;
Briancon, S. ;
Ayav, C. ;
Massy, Z. ;
Pisoni, R. L. ;
Stengel, B. ;
Fouque, D. .
DIABETES & METABOLISM, 2019, 45 (02) :175-183
[4]   NCBI GEO: archive for functional genomics data sets-update [J].
Barrett, Tanya ;
Wilhite, Stephen E. ;
Ledoux, Pierre ;
Evangelista, Carlos ;
Kim, Irene F. ;
Tomashevsky, Maxim ;
Marshall, Kimberly A. ;
Phillippy, Katherine H. ;
Sherman, Patti M. ;
Holko, Michelle ;
Yefanov, Andrey ;
Lee, Hyeseung ;
Zhang, Naigong ;
Robertson, Cynthia L. ;
Serova, Nadezhda ;
Davis, Sean ;
Soboleva, Alexandra .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D991-D995
[5]   Role of microRNAs in kidney homeostasis and disease [J].
Chandrasekaran, Karthikeyan ;
Karolina, Dwi S. ;
Sepramaniam, Sugunavathi ;
Armugam, Arunmozhiarasi ;
Wintour, E. Marelyn ;
Bertram, John F. ;
Jeyaseelan, Kandiah .
KIDNEY INTERNATIONAL, 2012, 81 (07) :617-627
[6]   A truth serum for cancer - microRNAs have major potential as cancer biomarkers [J].
Chin, Lena J. ;
Slack, Frank J. .
CELL RESEARCH, 2008, 18 (10) :983-984
[7]   Triad of Metabolic Syndrome, Chronic Kidney Disease, and Coronary Heart Disease With a Focus on Microalbuminuria [J].
Gobal, Freij ;
Deshmukh, Abhishek ;
Shah, Sudhir ;
Mehta, Jawahar L. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2011, 57 (23) :2303-2308
[8]   The Role of miRNAs in Regulating Gene Expression Networks [J].
Gurtan, Allan M. ;
Sharp, Phillip A. .
JOURNAL OF MOLECULAR BIOLOGY, 2013, 425 (19) :3582-3600
[9]  
Hauser AB, 2008, PERITON DIALYSIS INT, V28, pS183
[10]   Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Lempicki, Richard A. .
NATURE PROTOCOLS, 2009, 4 (01) :44-57