| Literature DB >> 24344983 |
Zoltán Veréb, Réka Albert, Szilárd Póliska, Ole Kristoffer Olstad, Saeed Akhtar, Morten C Moe, Goran Petrovski1.
Abstract
BACKGROUND: The surface of the human eye is covered by corneal epithelial cells (CECs) which regenerate from a small population of limbal epithelial stem cells (LESCs). Cell therapy with LESCs is a non-penetrating treatment for preventing blindness due to LESC deficiency or dysfunction. Our aim was to identify new putative molecular markers and upstream regulators in the LESCs and associated molecular pathways.Entities:
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Year: 2013 PMID: 24344983 PMCID: PMC3880589 DOI: 10.1186/1471-2164-14-900
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
The most significantly affected canonical pathways found in LESCs
| Hepatic fibrosis/hepatic stellate cell activation | 8.36E-05 | 32/142 (0.225) | |
| Inhibition of angiogenesis by TSP1 | 2.22E-04 | 12/34 (0.353) | |
| RAR activation | 5.01E-04 | 35/179 (0.196) | |
| Antigen presentation pathway | 1.25E-03 | 11/40 (0.275) | |
| Axonal guidance signaling | 1.31E-03 | 65/432 (0.15) | |
| Hepatic fibrosis | 4.25E-06 | 27/93 (0.29) | |
| Glutathione depletion - cyp induction and reactive metabolites | 6.6E-05 | 7/12 (0.583) | |
| Liver proliferation | 1.5E-04 | 39/189 (0.206) | |
| Persistent renal ischemia-Reperfusion injury (mouse) | 4.41E-04 | 10/30 (0.333) | |
| Increases renal proliferation | 4.54E-04 | 24/101 (0.238) |
IPA software was used to calculate the canonical pathways from the gene expression profile of LESCs grown on lens capsule.
Top biological and toxicological functions
| Cancer | 5.96E-27 - 1.23E-03 | 733 | |
| Reproductive system disease | 1.61E-16 - 1.19E-03 | 344 | |
| Dermatological diseases and conditions | 3.42E-16 - 1.15E-03 | 282 | |
| Gastrointestinal disease | 4.31E-13 - 8.26E-04 | 402 | |
| Endocrine system disorders | 2.65E-10 - 7.46E-04 | 257 | |
| Cellular movement | 5.90E-18 - 1.43E-03 | 381 | |
| Cellular growth and proliferation | 1.31E-10 - 1.12E-03 | 567 | |
| Cellular development | 3.26E-09 - 1.07E-03 | 552 | |
| Cell-to-cell signaling and interaction | 8.23E-09 - 1.48E-03 | 290 | |
| Cell death and survival | 1.04E-08 - 1.48E-03 | 520 | |
| Cardiovascular system development and function | 9.52E-10 - 1.23E-03 | 271 | |
| Tumor morphology | 6.48E-09 - 9.47E-04 | 140 | |
| Organismal development | 9.59E-09 - 1.48E-03 | 371 | |
| Visual system development and function | 1.34E-07 - 1.48E-03 | 98 | |
| Tissue development | 2.59E-07 - 1.48E-03 | 350 | |
| Decreased levels of albumin | 1.63E-03 - 3.94E-01 | 6 | |
| Increased levels of alkaline phosphatase | 2.79E-03 - 1.18E-01 | 16 | |
| Increased levels of creatinine | 8.01E-03 - 8.01E-03 | 8 | |
| Increased levels of potassium | 1.48E-02 - 5.41E-01 | 7 | |
| Increased levels of albumin | 1.09E-01 - 2.21E-01 | 5 | |
| Cardiac stenosis | 6.92E-04 - 3.13E-01 | 15 | |
| Congenital heart anomaly | 3.64E-03 - 5.28E-01 | 23 | |
| Cardiac arteriopathy | 4.20E-03 - 6.33E-01 | 42 | |
| Pulmonary hypertension | 5.95E-03 - 1.18E-01 | 11 | |
| Cardiac hypertrophy | 8.04E-03 - 1.00E00 | 51 | |
| Liver proliferation | 2.37E-04 - 3.13E-01 | 39 | |
| Liver cholestasis | 6.93E-04 - 5.84E-01 | 22 | |
| Liver cirrhosis | 7.33E-04 - 2.21E-01 | 31 | |
| Liver damage | 8.26E-04 - 2.21E-01 | 33 | |
| Liver hyperplasia/hyperproliferation | 8.39E-03 - 5.03E-01 | 80 | |
| Renal proliferation | 6.16E-06 - 2.21E-01 | 38 | |
| Renal damage | 7.17E-04 - 5.03E-01 | 37 | |
| Renal tubule injury | 7.17E-04 - 2.21E-01 | 24 | |
| Renal necrosis/cell death | 1.84E-03 - 1.00E00 | 52 | |
| Renal inflammation | 8.70E-03 - 1.00E00 | 34 |
The most affected pathways related to known biological and toxicological functions in LESCs as determined by the IPA software.
Figure 1Heatmap of the differentially expressed genes in LESCs compared to CECs. Heatmap of the transcripts and functional clustering of 257 genes expressed significantly different in LESCs and CECs, and related to stemness, epithelial differentiation, tissue organization and angiogenesis. Red and blue colors indicate high and low expression, respectively. The cluster analysis and dendrogram show the difference between the two cell types (A). Distribution of the 257 significantly differentially expressed genes by molecule type as defined by IPA (B).
Top 20 up- and down-regulated custom selected genes in LESC
| Fibronectin 1 | 74.934 | 2.979 | 8.37E-05 | Enzyme | |
| Cyclin A1 | 27.199 | | 3.42E-02 | Other | |
| Interleukin 1, beta | 24.948 | 4.924 | 8.09E-15 | Cytokine | |
| Inhibin, beta A | 21.815 | 1.352 | 2.27E-04 | Growth factor | |
| Serpin peptidase inhibitor, clade E (nexin, plasminogen activator inhibitor type 1), member 1 | 18.854 | −0.927 | 1.40E-02 | Other | |
| Growth differentiation factor 15 | 16.924 | 1.999 | 2.63E-02 | Growth factor | |
| Parathyroid hormone-like hormone | 16.2 | 1.972 | 8.72E-03 | Other | |
| Oncostatin M receptor | 15.366 | 1.982 | 1.83E-02 | Transmembrane receptor | |
| Chemokine (C-X-C motif) ligand 10 | 15.171 | 0.911 | 2.31E-02 | Cytokine | |
| Matrix metallopeptidase 9 (gelatinase B, 92 kDa type IV collagenase) | 14.243 | 0.689 | 1.72E-02 | Peptidase | |
| interleukin 1 receptor, type I | 13.972 | 2.603 | 5.76E-03 | Transmembrane receptor | |
| Matrix metallopeptidase 1 (interstitial collagenase) | 13.875 | 1.188 | 4.01E-03 | Peptidase | |
| Intercellular adhesion molecule 1 | 13.681 | 2.961 | 1.36E-03 | Transmembrane receptor | |
| Integrin, alpha 5 (fibronectin receptor, alpha polypeptide) | 13.455 | 2.411 | 1.46E-02 | Other | |
| SH3-domain kinase binding protein 1 | 12.752 | | 4.98E-02 | Other | |
| V-akt murine thymoma viral oncogene homolog 3 (protein kinase B, gamma) | 11.843 | | 4.76E-02 | Kinase | |
| Lysyl oxidase-like 2 | 11.734 | 1.992 | 1.88E-03 | Enzyme | |
| Carcinoembryonic antigen-related cell adhesion molecule 5 | 10.588 | | 1.23E-02 | Other | |
| Secretory leukocyte peptidase inhibitor | 8.53 | −2.433 | 1.06E-02 | Other | |
| PDZK1 interacting protein 1 | 8.485 | | 1.23E-02 | Other | |
| Cartilage acidic protein 1 | | | | ||
| Lipoprotein, Lp(a) | −11,623 | | 4.98E-02 | Other | |
| Ets variant gene 1 | −7,444 | 1.969 | 1.83E-02 | Transcription regulator | |
| Endothelin receptor type B | −7,25 | | 3.38E-02 | G-protein coupled receptor | |
| Bone morphogenetic protein 7 | −6,436 | 0.733 | 1.17E-04 | Growth factor | |
| Neuronal regeneration related protein | −5,823 | −0.248 | 3.81E-03 | Other | |
| Cystic fibrosis transmembrane conductance regulator (ATP-binding cassette sub-family C, member 7) | −5,766 | −1.993 | 1.49E-01 | Ion channel | |
| Decorin | −5,066 | 0.172 | 6.04E-07 | Other | |
| RAR-related orphan receptor alpha | −4,781 | −0.439 | 2.61E-03 | Ligand-dependent nuclear receptor | |
| Lymphoid enhancer binding factor 1 | −4,441 | −0.306 | 2.01E-02 | Transcription regulator | |
| Bradykinin receptor B1 | −4,1 | −2.000 | 6.89E-04 | G-protein coupled receptor | |
| Gap junction protein, alpha 1 | −3,94 | −1.480 | 5.54E-04 | Transporter | |
| Family with sequence similarity 3, member B | −3,9 | | 3.20E-08 | Cytokine | |
| Purinergic receptor P2X, ligand-gated ion channel, 7 | −3,885 | | 1.15E-02 | Ion channel | |
| K(lysine) acetyltransferase 2B | −3,829 | 1.963 | 8.27E-02 | Transcription regulator | |
| Ornithine decarboxylase, structural 1 | −3,63 | | 4.98E-02 | Enzyme | |
| Epoxide hydrolase 2, cytoplasm | −3,469 | | 3.42E-02 | Enzyme | |
| Methionine adenosyltransferase I, alpha | −3,386 | −0.215 | 1.82E-02 | Enzyme | |
| Cathepsin L2 | −3,385 | | 4.98E-02 | Peptidase | |
| Dual specificity phosphatase 1 | −3,358 | −1.881 | 6.12E-02 | Phosphatase | |
| Nephroblastoma overexpressed | −3,149 | 0.555 | 1.94E-02 | Growth factor | |
The top 20 up and down regulated genes in LESCs as determined by the IPA software.
Figure 2Upstream regulators as determinants for stemness. Selected upstream regulator genes which are involved in the maintenance of stemness, cell cycle and multipotency-related transcription factors (A), and growth factors, cytokines and corresponding receptors (B). The gene characteristics of MSCs are highlighted as well.
Figure 3Expression of terminal differentiation related genes. Expression of transcription factors, transmembrane receptors, enzymes and adhesion molecules (A). Subgroups of cytokines- and growth factor coding genes involved in epithelial differentiation of stem cells (B). Distribution of the selected 42 upstream regulators by molecule type, such as transcriptional regulators (C) and growth factors and cytokines (D).
Figure 4Differential changes in selected genes related to cell-cell junction, cell-to-cell and cell-to-extracellular matrix (ECM) adhesion. Collection of significantly different expressions of transcription factors, kinases and transmembrane receptors related to cell-cell connection and adhesion (A). CAMs, integrins and ECM receptors determine the tissue origin of LESCs (C and D). Molecule types of the selected 54 upstream regulator in the two groups of cells (E). TEM pictures about LESCs on lens capsule shows the cell-cell junctions between the cells (B) (LC = Lens capsule, A = Attachment between LC and cells; C1, ,, C2 and C3 - three cell-layer, L = translucent space, D = Desmosomes.
Figure 5Differences in the expression of the cytokines and growth factors coding genes. Heatmap of the transcripts of cytokines- and growth factors- coded genes in LESCs and CECs (A). Selection of significantly and differentially expressed genes of cytokines (B); and differentiation and growth factors (C). In comparison to CECs, the LESCs expressed 37 cytokine and 40 growth factor coding genes in a significantly different manner.
Figure 6Significantly expressed angiogenesis-related genes in LESCs. Angiogenesis is a complex process mediated by MMPs, proteolytic enzymes and ECM proteins (A). Cytokines and growth factors are important players of angiogenesis with endothelial cell activation and EPC/stem cell differentiation (B). Most of the angiogenic molecules belong to these molecule types (C and D).