학술논문

Identification of novel diabetes impaired miRNA-transcription factor co-regulatory networks in bone marrow-derived Lin.sup.-/VEGF-R2.sup.+ endothelial progenitor cells
Document Type
Report
Source
PLoS ONE. July 11, 2018, Vol. 13 Issue 7, e0200194
Subject
Diabetes mellitus -- Genetic aspects -- Development and progression -- Care and treatment
MicroRNA -- Health aspects
Vascular endothelial growth factor -- Genetic aspects
Gene expression -- Health aspects
Health
Science and technology
Care and treatment
Development and progression
Genetic aspects
Health aspects
Language
English
ISSN
1932-6203
Abstract
Endothelial progenitor cells (EPCs) are a group of rare cells that play an important role in the repair of injured vascular endothelial cells and assist in reperfusion of ischemic tissue. Decreased production and/or loss of function of EPCs are associated with diabetic vasculopathy. The molecular mechanisms by which diabetes impairs EPCs remain unclear. We conducted microarray experiments followed by integrative regulatory analysis on cells isolated from Akita diabetic mice (18-weeks after onset of diabetes) and age-matched non-diabetic controls. Two types of cells were isolated from mice bone marrow; Lin.sup.+ cells and Lin.sup.- /VEGF-R2.sup.+ EPCs. RNA was hybridized to mouse WG-6 V2 beadchips followed by comprehensive gene network analysis and computational validation of the obtained results. In total, 80 genes were exclusively DE between non-diabetic Lin.sup.- /VEGF-R2.sup.+ EPCs and diabetic Lin.sup.- /VEGF-R2.sup.+ EPCs, of which the 3 genes Clcnka, Pik3c2a, and Ptf1a are known to be associated with diabetic complications. Further analysis led to the establishment of a TF-miRNA mediated regulatory network specific to diabetic Lin.sup.- /VEGF-R2.sup.+ EPCs and to identify 11 central-hub TFs (Tbp, Ahr, Trp53, Gata1, Foxo1, Foxo4, Yy1, Max, Pparg, Myc, Cebpa), and 2 miRNAs (mir-139-5p, mir-709) that might act as putative genomic drivers of diabetic pathogenesis in Lin.sup.- /VEGF-R2.sup.+ EPCs. Moreover, we identified multiple TF-miRNA co-regulatory network motifs for which we validated their contribution to diabetic Lin.sup.- /VEGF-R2.sup.+ EPCs in terms of statistical significance and relevance to biological evidence. Our findings suggest that diabetic Lin.sup.- /VEGF-R2.sup.+ EPCs have specifically altered signature genes and miRNAs that render their capacity to proliferate and differentiate.
Author(s): Mohammad R. Irhimeh 1,2,*, Mohamed Hamed 3,4, Daniel Barthelmes 2, Yvonne Gladbach 3, Volkhard Helms 4, Weiyong Shen 2, Mark C. Gillies 2 Introduction Chronic diabetes is associated with [...]