| Literature DB >> 23020941 |
Abdulkadir Ozkan1, Atilla Biçer, Timuçin Avşar, Askin Seker, Zafer Orkun Toktaş, Süheyla Uyar Bozkurt, Ayse Nazli Başak, Türker Kılıç.
Abstract
BACKGROUND: The current knowledge on molecular pathogenesis of cerebral vascular malformations (CVM), which are believed to arise during development, is very limited. To unravel the molecular mechanisms involved in CVMs, a detailed understanding of the brain vascular development at molecular level is crucial. In this study, we aimed to explore the temporal and comparative expression profile of angiogenesis-related genes in the establishment of brain vasculature.Entities:
Year: 2012 PMID: 23020941 PMCID: PMC3517775 DOI: 10.1186/2045-824X-4-16
Source DB: PubMed Journal: Vasc Cell ISSN: 2045-824X
List of genes found on the arrays
| Bai1 | Ccl11 | Ccl2 | Cdh5 | Col18a1 | Col4a3 | Csf3 | Ctgf |
| Cxcl1 | Cxcl10 | Cxcl11 | Cxcl2 | Cxcl5 | Cxcl9 | Ecgf1 | Edg1 |
| Efna1 | Efna2 | Efna3 | Efnb2 | Egf | Eng | Epas1 | Ephb4 |
| Ereg | F2 | Fgf1 | Fgf2 | Fgf6 | Fgfr3 | Figf | Flt1 |
| Fzd5 | Gna13 | Hand2 | Hgf | Hif1a | Ifna1 | Ifng | Igf1 |
| Il10 | Il12a | Il18 | Il1b | Il6 | Itgav | Itgb3 | Jag1 |
| Kdr | Lama5 | Lect1 | Lep | Mapk14 | Mdk | Mmp19 | Mmp2 |
| Mmp9 | Notch4 | Nppb | Npr1 | Nrp1 | Nrp2 | Nudt6 | Pdgfa |
| Pdgfb | Pecam1 | Pgf | Plau | Plg | Plxdc1 | Pofut1 | Prok2 |
| Pten | Ptgs1 | Ptgs2 | Ptn | Serpinf1 | Sh2d2a | Smad5 | Sphk1 |
| Stab1 | Stab2 | Tbx1 | Tbx4 | Tek | Tgfa | Tgfb1 | Tgfb2 |
| Tgfb3 | Tgfbr1 | Thbs1 | Thbs2 | Timp1 | Timp2 | Timp3 | Tmprss6 |
| Tnf | Tnfaip2 | Tnfrsf12a | Tnfsf12 | Tnfsf15 | Tnnt1 | Vegfa | Vegfb |
| Vegfc | Wasf2 | PUC18** | Blank** | Blank** | AS1R2** | AS1R1** | AS1** |
| Rps27a* | B2m* | Hspcb* | Hspcb* | Ppia* | Ppia* | BAS2C*** | BAS2C*** |
* House-keeping gene.
** Unrelated probe and probe-free negative controls.
*** Biotin-conjugated positive controls.
Figure 1Clustergram analysis and heatmap graph of gene expression data. Developmental expression level of 113 angiogenesis-related genes was shown as heatmap graph and genes were clustered according to their expression patterns.
Normalized expression values of 62 expressed genes according to functional groups
| Bai1 | 0,24 | 0,27 | 0,26 | 0,05 | Angptl4 | 0,12 | 0,09 | 0,10 | 0,11 |
| Col18a1 | 0,13 | 0,08 | 0,10 | 0,07 | Ecgf1 | 0,06 | 0,08 | 0,07 | 0,09 |
| Ctgf | 0,13 | 0,25 | 0,20 | 0,13 | F2 | 0,04 | 0,05 | 0,05 | 0,11 |
| Edg1 | 0,32 | 0,44 | 0,39 | 0,15 | Mmp2 | 0,13 | 0,16 | 0,15 | 0,11 |
| Egf | 0,05 | 0,06 | 0,05 | 0,06 | Mmp9 | 0,09 | 0,07 | 0,08 | 0,05 |
| Ephb4 | 0,33 | 0,20 | 0,25 | 0,16 | Plau | 0,04 | 0,04 | 0,04 | 0,04 |
| Fgf1 | 0,04 | 0,06 | 0,05 | 0,13 | Timp2 | 0,34 | 0,38 | 0,36 | 0,22 |
| Figf | 0,03 | 0,06 | 0,05 | 0,16 | Timp3 | 0,36 | 0,33 | 0,34 | 0,20 |
| Flt1 | 0,05 | 0,06 | 0,06 | 0,15 | | | | | |
| Igf1 | 0,06 | 0,06 | 0,06 | 0,12 | |||||
| Il18 | 0,27 | 0,59 | 0,45 | 0,23 | |||||
| Jag1 | 0,14 | 0,09 | 0,11 | 0,08 | Akt1 | 0,89 | 0,74 | 0,80 | 0,29 |
| Kdr | 0,06 | 0,04 | 0,05 | 0,01 | Angpt2 | 0,09 | 0,09 | 0,09 | 0,07 |
| Mdk | 0,53 | 0,27 | 0,38 | 0,13 | Efna1 | 0,08 | 0,09 | 0,09 | 0,05 |
| Notch4 | 0,07 | 0,06 | 0,06 | 0,03 | Efna2 | 0,26 | 0,19 | 0,22 | 0,16 |
| Npr1 | 0,15 | 0,12 | 0,13 | 0,15 | Efna3 | 0,05 | 0,06 | 0,05 | 0,07 |
| Nrp1 | 0,96 | 0,83 | 0,88 | 0,52 | Efnb2 | 0,70 | 0,58 | 0,63 | 0,19 |
| Nrp2 | 0,07 | 0,06 | 0,06 | 0,06 | Hif1a | 0,10 | 0,07 | 0,08 | 0,14 |
| Pdgfa | 0,67 | 0,85 | 0,77 | 0,48 | Lect1 | 0,08 | 0,19 | 0,15 | 0,02 |
| Pgf | 0,08 | 0,05 | 0,06 | 0,02 | Mapk14 | 0,52 | 0,53 | 0,53 | 0,17 |
| Prok2 | 0,06 | 0,04 | 0,05 | 0,09 | Notch4 | 0,07 | 0,06 | 0,06 | 0,03 |
| Ptn | 0,29 | 0,38 | 0,35 | 0,30 | Nudt6 | 0,11 | 0,10 | 0,11 | 0,14 |
| Tek | 0,14 | 0,13 | 0,13 | 0,16 | Pofut1 | 0,14 | 0,09 | 0,11 | 0,14 |
| Tgfb2 | 0,07 | 0,04 | 0,05 | 0,16 | Pten | 0,04 | 0,03 | 0,04 | 0,02 |
| Tgfb3 | 0,39 | 0,25 | 0,31 | 0,21 | Ptgs1 | 0,08 | 0,15 | 0,12 | 0,07 |
| Tgfbr1 | 0,05 | 0,03 | 0,04 | 0,04 | Sphk1 | 0,13 | 0,14 | 0,14 | 0,21 |
| Tnfrsf12a | 0,08 | 0,05 | 0,06 | 0,07 | Tbx1 | 0,05 | 0,04 | 0,05 | 0,05 |
| Vegfa | 0,10 | 0,10 | 0,10 | 0,15 | | | | | |
| Vegfb | 0,62 | 0,58 | 0,60 | 0,29 | |||||
| Vegfc | 0,13 | 0,08 | 0,10 | 0,11 | |||||
| | | | | | Ccl2 | 0,03 | 0,07 | 0,05 | 0,03 |
| Csf3 | 0,13 | 0,11 | 0,12 | 0,14 | |||||
| Cxcl9 | 0,12 | 0,09 | 0,10 | 0,12 | |||||
| Cdh5 | 0,09 | 0,15 | 0,12 | 0,10 | Il10 | 0,06 | 0,07 | 0,07 | 0,07 |
| Col18a1 | 0,13 | 0,08 | 0,10 | 0,07 | Il12a | 0,92 | 0,90 | 0,91 | 0,48 |
| Ctgf | 0,13 | 0,25 | 0,20 | 0,13 | Tnf | 0,08 | 0,05 | 0,07 | 0,05 |
| Il18 | 0,27 | 0,59 | 0,45 | 0,23 | | | | | |
| Nrp2 | 0,07 | 0,06 | 0,06 | 0,06 | | | | | |
| Pecam1 | 0,03 | 0,03 | 0,03 | 0,02 | | | | | |
| Thbs2 | 0,08 | 0,06 | 0,07 | 0,06 | | | | | |
| Tnfrsf12a | 0,08 | 0,05 | 0,06 | 0,07 | |||||
*Some genes are listed in more than one functional group. E: Embryonic average, P: Postnatal average, Av: Developmental average.
Figure 2Scatter plot analysis of array results shows the differentially expressed genes between embryonic and postnatal stages. Graph denotes the logarithmic values of average gene expression in either stage. A total of 11 genes, Tgfbr4, Pgf, Tnf, Tnfrsf12a, Vegfc, Col18a1, Jag1, Pofut1, Ephb4, Tgfb3, and Mdk displayed higher expression in embryonic stage (shown in green). Eight genes, Ccl2, Figf, Fgf1, Lect1, Ptgs1, Cdh5, Ctgf, and Il18 showed a higher level of expression at postnatal stage (shown in red), but with a significant difference for only Ccl2 (p: 0.011) and Il18 (0.028) between two phases. House-keeping genes were equally expressed in both stages, except for the B2m. Boundary value was assigned as 1.5 fold.
Figure 3Bai1 is differentially expressed on growing blood vessels during mice brain development. Tissue-level characterization of Bai1 expression at E15 (A), P2 (B) and P14 (C, D) showed that Bai1 was expressed by cortical blood vessels throughout development (A’, B’ and C’). Initially expressed only by cortical vessels (A’, A”), however, as development progresses, striatal and thalamic vessels also started to express but weakly and non-homogeneously (A”, B”, and C”). Interestingly, at P14, expression was not homogenous in all blood vessels and especially notable on small dense microvessels in the cortex (D).