| Literature DB >> 19706161 |
Olivia van Oostrom1, Dominique P V de Kleijn, Joost O Fledderus, Mario Pescatori, Andrew Stubbs, Attie Tuinenburg, Sai Kiang Lim, Marianne C Verhaar.
Abstract
BACKGROUND: Endothelial progenitor cells play an important role in vascular wall repair. Patients with type 1 diabetes have reduced levels of endothelial progenitor cells of which their functional capacity is impaired. Reduced nitric oxide bioavailability and increased oxidative stress play a role in endothelial progenitor cell dysfunction in these patients. Folic acid, a B-vitamin with anti-oxidant properties, may be able to improve endothelial progenitor cell function. In this study, we investigated the gene expression profiles of endothelial progenitor cells from patients with type 1 diabetes compared to endothelial progenitor cells from healthy subjects. Furthermore, we studied the effect of folic acid on gene expression profiles of endothelial progenitor cells from patients with type 1 diabetes.Entities:
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Year: 2009 PMID: 19706161 PMCID: PMC2739843 DOI: 10.1186/1475-2840-8-47
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Characteristics of patients with DM1. Data are mean ± SEM.
| Type 1 diabetic patients (n = 20) | |
| Age (years) | 34.2 ± 6.4 |
| Gender (male/female) | 8/12 |
| Body mass index (kg/m2) | 22.8 ± 1.7 |
| Blood pressure (mmHg) | |
| Systolic | 128 ± 13 |
| Diastolic | 83 ± 8 |
| Duration of diabetes (years) | 14.0 ± 6.6 |
| Medication | |
| Insulin | 20/20 |
| Antihypertensive drugs | 2/20 |
| NSAIDs | 1/20 |
| Statin | 1/20 |
| Oral anti conception | 8/12 |
| Folic acid | 3/20 |
| Current smoker | 6/20 |
| Glucose (mmol/l) | 8.4 ± 3.6 |
| HbA1c (%) | 8.2 ± 0.6 |
| Homocysteine (μmol/l) | 8.2 ± 2.5 |
| Total cholesterol (mmol/l) | 4.3 ± 0.6 |
| LDL (mmol/l) | 2.3 ± 0.5 |
| HDL (mmol/l) | 1.6 ± 0.2 |
| Triglycerides (mmol/l) | 0.9 ± 0.3 |
Figure 1Effect of DM1 on EPC number. EPC number from diabetic patients before (DM1, n = 20) and after treatment with FA (DM1 + FA, n = 19) and from age- and gender-matched healthy control subjects (CTR, n = 20). Data are presented as mean ± SEM.
Figure 2Similarity of gene expression profiles of EPC between healthy controls and FA-treated DM1 patients. Unsupervised hierarchical clustering based on gene expression of EPC from DM1 patients before and after FA treatment and healthy controls. Clustering of conditions partitioned samples into 2 groups. The gene expression profiles of healthy controls (CTR) and FA-treated DM1 patients are clustered together as a distinct group, separated from the gene expression profiles of EPC from patients with DM1 before FA-treatment.
Figure 3A Venn diagram depicting differential gene expression. The distribution is represented of 2170 probe sets found to be differentially expressed in EPC in at least 1 comparison (DM1, DM1 + FA, CTR) at a FDR of 0.05.
Classification of differentially expressed genes between healthy controls and DM1 patients according to gene ontology (GO) terms with a p value < 0.01.
| GO:0032501 | multicellular organismal process | 32,02 | 9,28E-09 |
| GO:0007275 | multicellular organismal development | 21,45 | 1,93E-07 |
| GO:0048856 | anatomical structure development | 19,24 | 3,11E-06 |
| GO:0007267 | cell-cell signaling | 7,89 | 5,22E-06 |
| GO:0006812 | cation transport | 6,94 | 5,94E-06 |
| GO:0048731 | system development | 16,25 | 6,22E-06 |
| GO:0032502 | developmental process | 26,18 | 1,94E-05 |
| GO:0006811 | ion transport | 8,99 | 2,27E-05 |
| GO:0030001 | metal ion transport | 5,52 | 7,57E-05 |
| GO:0009605 | response to external stimulus | 7,10 | 1,11E-04 |
| GO:0015672 | monovalent inorganic cation transport | 4,57 | 1,19E-04 |
| GO:0048513 | organ development | 11,83 | 1,56E-04 |
| GO:0006813 | potassium ion transport | 2,84 | 2,01E-04 |
| GO:0051179 | localization | 24,29 | 4,04E-04 |
| GO:0006091 | generation of precursor metabolites and energy | 6,78 | 4,90E-04 |
| GO:0007167 | enzyme linked receptor protein signaling pathway | 3,79 | 5,36E-04 |
| GO:0003012 | muscle system process | 2,68 | 6,04E-04 |
| GO:0006936 | muscle contraction | 2,68 | 6,04E-04 |
| GO:0019226 | transmission of nerve impulse | 4,26 | 7,76E-04 |
| GO:0007188 | G-protein signaling, coupled to cAMP nucleotide second messenger | 1,74 | 1,35E-03 |
| GO:0008283 | cell proliferation | 7,57 | 1,65E-03 |
| GO:0006950 | response to stress | 9,62 | 1,76E-03 |
| GO:0008284 | positive regulation of cell proliferation | 3,15 | 1,97E-03 |
| GO:0009611 | response to wounding | 4,73 | 1,99E-03 |
| GO:0007189 | G-protein signaling, adenylate cyclase activating pathway | 1,10 | 2,11E-03 |
| GO:0019933 | cAMP-mediated signaling | 1,74 | 2,27E-03 |
| GO:0006954 | inflammatory response | 3,63 | 2,53E-03 |
| GO:0007154 | cell communication | 29,50 | 2,75E-03 |
| GO:0007155 | cell adhesion | 7,26 | 2,76E-03 |
| GO:0022610 | biological adhesion | 7,26 | 2,76E-03 |
| GO:0006928 | cell motility | 4,57 | 2,81E-03 |
| GO:0051674 | localization of cell | 4,57 | 2,81E-03 |
| GO:0030041 | actin filament polymerization | 0,95 | 3,08E-03 |
| GO:0044262 | cellular carbohydrate metabolic process | 3,94 | 3,72E-03 |
| GO:0007156 | homophilic cell adhesion | 2,21 | 3,85E-03 |
| GO:0006952 | defense response | 5,68 | 4,07E-03 |
| GO:0031279 | regulation of cyclase activity | 1,10 | 4,16E-03 |
| GO:0051339 | regulation of lyase activity | 1,10 | 4,16E-03 |
| GO:0007187 | G-protein signaling, coupled to cyclic nucleotide second messenger | 1,89 | 4,78E-03 |
| GO:0016051 | carbohydrate biosynthetic process | 1,89 | 4,78E-03 |
| GO:0019317 | fucose catabolic process | 0,63 | 5,29E-03 |
| GO:0042355 | L-fucose catabolic process | 0,63 | 5,29E-03 |
| GO:0007173 | epidermal growth factor receptor signaling pathway | 0,95 | 5,72E-03 |
| GO:0007268 | synaptic transmission | 3,47 | 5,92E-03 |
| GO:0001501 | skeletal development | 2,84 | 6,00E-03 |
| GO:0008154 | actin polymerization and/or depolymerization | 1,26 | 6,04E-03 |
| GO:0007610 | behavior | 3,63 | 6,90E-03 |
| GO:0007169 | transmembrane receptor protein tyrosine kinase signaling pathway | 2,52 | 6,99E-03 |
| GO:0019935 | cyclic-nucleotide-mediated signaling | 1,89 | 7,81E-03 |
| GO:0003008 | system process | 11,67 | 8,19E-03 |
| GO:0007626 | locomotory behavior | 2,52 | 8,37E-03 |
| GO:0042127 | regulation of cell proliferation | 4,89 | 8,47E-03 |
| GO:0001666 | response to hypoxia | 1,10 | 9,08E-03 |
| GO:0042354 | L-fucose metabolic process | 0,63 | 9,17E-03 |
| GO:0043085 | positive regulation of catalytic activity | 2,84 | 9,54E-03 |
Figure 4Heat map display of genes that are normalized by FA in EPC of DM1 patients. Visualization of mean-centered and normalized gene expression patterns of the 513 intersect genes with differential expression between healthy controls (CTR) and DM1 patients that are normalized by FA treatment. The relative levels of gene expression are depicted with a color scale, where green represents the lowest and red the highest level of expression. Two main clusters of genes can be clearly identified as marked by an asterisk.
Figure 5A pie chart representing classification of 513 genes into Gene Ontology terms. Biological processes, defined by genes that are normalized by FA treatment in EPC from patients with DM1, with a p value < 0.01 are listed.