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Integrated analysis of microarray data of atherosclerotic plaques: modulation of the ubiquitin-proteasome system.
- Source :
-
PloS one [PLoS One] 2014 Oct 15; Vol. 9 (10), pp. e110288. Date of Electronic Publication: 2014 Oct 15 (Print Publication: 2014). - Publication Year :
- 2014
-
Abstract
- Atherosclerosis is a typical complex multi-factorial disease and many molecules at different levels and pathways were involved in its development. Some studies have investigated the dysregulation in atherosclerosis at mRNA, miRNA or DNA methylation level, respectively. However, to our knowledge, the studies that integrated these data and revealed the abnormal networks of atherosclerosis have not been reported. Using microarray technology, we analyzed the omics data in atherosclerosis at mRNA, miRNA and DNA methylation levels. Our results demonstrated that the global DNA methylation and expression of miRNA/mRNA were significantly decreased in atherosclerotic plaque than in normal vascular tissue. The interaction network constructed using the integrative data revealed many genes, cellular processes and signaling pathways which were widely considered to play crucial roles in atherosclerosis and also revealed some genes, miRNAs or signaling pathways which have not been investigated in atherosclerosis until now (e.g. miR-519d and SNTB2). Moreover, the overall protein ubiquitination in atherosclerotic plaque was significantly increased. The proteasome activity was increased early but decreased in advanced atherosclerosis. Our study revealed many classic and novel genes and miRNAs involved in atherosclerosis and indicated the effects of ubiquitin-proteasome system on atherosclerosis might be closely related to the course of atherosclerosis. However, the efficacy of proteasome inhibitors in the treatment of atherosclerosis still needs more research.
- Subjects :
- Binding Sites
Cluster Analysis
Computational Biology methods
DNA Methylation
Gene Expression Profiling
Gene Expression Regulation
Gene Regulatory Networks
Genome-Wide Association Study
Humans
MicroRNAs genetics
Nucleotide Motifs
Plaque, Atherosclerotic pathology
Position-Specific Scoring Matrices
RNA, Messenger genetics
Signal Transduction
Transcription Factors metabolism
Genomics methods
Plaque, Atherosclerotic genetics
Plaque, Atherosclerotic metabolism
Proteasome Endopeptidase Complex genetics
Proteasome Endopeptidase Complex metabolism
Ubiquitin genetics
Ubiquitin metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1932-6203
- Volume :
- 9
- Issue :
- 10
- Database :
- MEDLINE
- Journal :
- PloS one
- Publication Type :
- Academic Journal
- Accession number :
- 25333956
- Full Text :
- https://doi.org/10.1371/journal.pone.0110288