| Literature DB >> 23687432 |
Christiana L Cheng1, Robert S Molday.
Abstract
PURPOSE: To identify and characterize changes in gene expression associated with photoreceptor degeneration in the rd3 mouse model of Leber congenital amaurosis (LCA) type 12.Entities:
Mesh:
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Year: 2013 PMID: 23687432 PMCID: PMC3654844
Source DB: PubMed Journal: Mol Vis ISSN: 1090-0535 Impact factor: 2.367
Figure 1Comparison of the retina of 4Bnr-BALB/c-Rd3 (rd3) and 4Bnr-BALB/c-Rd3 (rd3) at P21. A: The nuclear layers stained with 4', 6-diamidino-2-phenylindole (blue) revealed that the outer nuclear layer (ONL) of rd3 is thinner than that of wild-type. Labeling with the antibody to GC1 (green) showed that GC1 is localized to the outer segments of the wild-type retina but is not detectable in the rd3 retina. In the control experiment where only the anti-mouse secondary antibody (Alexa 488) was used, punctate labeling in the OPL and the IPL was observed. The secondary antibody was likely labeling the retinal vasculature. B: The ONL thickness of rd3 was reduced by 42±4% compared to wild-type. Error bars represent the standard deviation of the mean (n=4). Abbreviations: RPE, retinal pigmented epithelium; OS, outer segment; IS, inner segment; ONL, outer nuclear layer; OPL, outer plexiform layer; INL, inner nuclear layer; IPL, inner plexiform layer; GCL, ganglion cell layer.
Figure 2The proportion of significantly differentially expressed genes graphically presented in a volcano plot. Red points represent genes that pass the p<0.05 cutoff and have a fold change of greater than 2 (Log2=1).
Top 10 Most-Regulated Genes in the rd3 Retina.
| 165.2 | Endothelin 2 | |
| 19.7 | Lysyl-tRNA synthetase | |
| 13.0 | ChaC, cation transport regulator-like 1 | |
| 12.8 | Interferon activated gene 202B | |
| 11.9 | Ladinin | |
| 11.4 | Glial fibrillary acidic protein | |
| 10.8 | Complement component factor i | |
| 10.6 | Interferon-induced protein with tetratricopeptide repeats 3 | |
| 8.9 | Nuclear protein 1 | |
| 8.8 | Betacellulin, epidermal growth factor family member | |
| | | |
| 6.8 | Forkhead box P2 | |
| 5.8 | AKNA domain containing 1 | |
| 4.8 | Actin, alpha 1, skeletal muscle | |
| 4.7 | Phosducin | |
| 4.7 | Prostaglandin I receptor | |
| 4.4 | Gap junction protein, alpha 5 | |
| 4.4 | Tumor necrosis factor, alpha-induced protein 3 | |
| 4.2 | Poly(A) polymerase gamma | |
| 4.2 | Retinal G protein coupled receptor | |
| 3.6 | Solute carrier organic anion transporter family, member 1c1 | |
The most increased and decreased genes and their fold change are listed.
Differentially Expressed Genes in the rd3 Retina involved in Human Retinal Diseases.
| +4.4 | Complement component 3 | ARMD9, ASP | |
| −2.6 | Collagen, type IX, alpha 1 | ||
| −2.5 | Crumbs homolog 1 | LCA8, RP12 | |
| −2.3 | Dystrophin, muscular dystrophy | ||
| −2.1 | Family with sequence similarity 161, member A | RP28 | |
| −2.6 | Fascin homolog 2, actin-bundling protein | RP30 | |
| −2.3 | Guanine nucleotide binding protein, alpha transducing 1 | CSNBAD3 | |
| −2.1 | Guanylate cyclase activator 1B | RP48 | |
| +2.9 | HtrA serine peptidase 1 | ARMD7, PRSS11 | |
| −2.2 | Opsin 1 (cone pigments), short-wave-sensitive | BCP, CBT | |
| −2.6 | PITPNM family member 3 | CORD5, NIR1 | |
| −4.2 | Retinal G protein coupled receptor | RP44 | |
| −2.2 | Solute carrier family 24 (sodium/ potassium/calcium exchanger), member 1 | CSNB1D, NCKX, RODX | |
| | | | |
| +7.6 | Complement component 1, q subcomponent, alpha polypeptide | LCA9, RP32 | |
| +4.9 | Complement component 1, q subcomponent, beta polypeptide | LCA9, RP32 | |
| +7.8 | Complement component 1, q subcomponent, C chain | NRL, RP27 | |
| +16.6 | CCAAT/enhancer binding protein (C/EBP), delta (Cebpd) | CORD9 | |
| +2.3 | Early growth response 1 | BSMD, PDE6A | |
| −2.3 | Phospholipase A2, group | BCMAD, RDS, RP7 | |
The associated disease locus of each gene is listed according to the RetNet database and Demos et al. [7].
Figure 3Transcript of Rd3 is still present in the rd3 retina. Reverse transcription–PCR using total RNA samples extracted from wild-type (rd3) and rd3 retinas. Actin primers were used as the control.
Top Canonical Pathways Affected in the rd3 Retina.
| Phototransduction | GNB3, GNAT1, PDC, OPN5, RGR, GUCA1B, GUCY2F, OPN1SW |
| Glycerophospholipid Metabolism | HMOX1, GPD1, CDS1, PNPLA3, AGPAT2, PLA2R1, ENPP2, PLCH2, PLA2G7 |
| TNFR1 Signaling | JUN, PAK6, CRADD, TNFRSF1A, TNFAIP3, XIAP |
| Acute Phase Response Signaling | HMOX1, SERPING1, JUN, C3, TF, TNFRSF1A, CP, SERPINA3, OSMR, STAT3 |
| Signaling by Rho Family GTPases | ROCK2, JUN, GNB3, GNAT1, PAK6, ARPC1B, VIM, GFAP, PARD3, ACTA1, MSN |
| Endothelin-1 Signaling | HMOX1, JUN, GNAT1, PNPLA3, PLA2R1, GUCY2F, PLCH2, PLA2G7, OPN1SW |
| Complement System | SERPING1, C3, CFI, C1QA |
| Phospholipid Degradation | HMOX1, PNPLA3, PLA2R1, ENPP2, PLCH2, PLA2G7 |
| Fcγ Receptor-mediated Phagocytosis in Macrophages and Monocytes | HMOX1, RAC2, ARPC1B, HCK, FGR, ACTA1 |
| Aryl Hydrocarbon Receptor Signaling | TGM2, NCOA7, JUN, CDKN1A, ALDH1L1, NCOA3, AHR |
The list was generated with input of all genes that are significantly differentially expressed in the rd3 retina. Pathways and the participating molecules as identified by Ingenuity Pathway Analysis (IPA) are listed.
Figure 4Immunofluorescent labeling of GFAP (red) in retinal cryosections of wild-type (rd3) and rd3 mouse. Labeling of GFAP is restricted to the Müller cells located at the inner limiting membrane of the retina in the wild-type mouse, whereas in the rd3 retina, the labeling expanded toward the outer nuclear layer. Abbreviations: RPE, retinal pigmented epithelium; OS/IS, outer segment/inner segment; ONL, outer nuclear layer; OPL, outer plexiform layer; INL, inner nuclear layer; IPL, inner plexiform layer; GCL, ganglion cell layer.
Comparison of Biologic Processes Associated with the Up-Regulated and Down-Regulated Molecules.
| Immune system process | 55 | 12.09 | 2.96E-14 |
| Inflammatory response | 29 | 6.37 | 6.15E-14 |
| Defense response | 39 | 8.57 | 4.52E-13 |
| Complement activation, classical pathway | 8 | 1.76 | 2.71E-06 |
| Cytokine-mediated signaling pathway | 10 | 2.20 | 2.82E-06 |
| Regulation of programmed cell death | 29 | 6.37 | 3.29E-05 |
| Regulation of vesicle-mediated transport | 10 | 2.20 | 7.34E-05 |
| Phagocytosis | 8 | 1.76 | 8.06E-05 |
| Protein processing | 10 | 2.20 | 1.38E-04 |
| Regulation of protein kinase cascade | 11 | 2.42 | 1.98E-03 |
| Intracellular signaling cascade | 33 | 7.25 | 4.84E-03 |
| Regulation of catalytic activity | 20 | 4.40 | 5.58E-03 |
| Cation homeostasis | 11 | 2.42 | 6.71E-03 |
| Regulation of localization | 18 | 3.96 | 7.21E-03 |
| | | | |
| Visual perception | 10 | 3.47 | 1.99E-06 |
| Phototransduction | 5 | 1.74 | 1.38E-04 |
| Glycerolipid metabolic process | 8 | 2.78 | 6.35E-04 |
| Eye photoreceptor cell differentiation | 4 | 1.39 | 2.10E-03 |
| Detection of abiotic stimulus | 5 | 1.74 | 2.75E-03 |
| Detection of external stimulus | 5 | 1.74 | 4.62E-03 |
| Phosphoinositide metabolic process | 5 | 1.74 | 5.50E-03 |
| Phospholipid metabolic process | 7 | 2.43 | 1.03E-02 |
| Response to radiation | 6 | 2.08 | 2.28E-02 |
| Actin filament organization | 4 | 1.39 | 2.51E-02 |
| Glycerolipid biosynthetic process | 4 | 1.39 | 2.75E-02 |
| Metabolic process | 92 | 31.94 | 3.35E-02 |
| Neuron development | 8 | 2.78 | 4.72E-02 |
| Lipid metabolic process | 14 | 4.86 | 5.05E-02 |
Separate analysis of upregulated and downregulated genes by the functional annotation program, DAVID, revealed distinct patterns of biologic processes between the two groups of genes. Only a selection of the biologic processes are presented, processes with similar annotation terms are omitted for the interest of conciseness. The number of molecules assigned to each process (Count), the percentage of molecules assigned (%), and the p values are listed.
Comparison of Molecular Functions Associated with Up-Regulated and Down-Regulated Molecules (DAVID).
| Protein dimerization activity | 24 | 5.27 | 8.05E-07 |
| Protein binding | 162 | 35.60 | 6.10E-06 |
| Transcription factor activity | 35 | 7.69 | 3.71E-05 |
| Chemokine activity | 7 | 1.54 | 1.25E-04 |
| Transcription regulator activity | 44 | 9.67 | 3.84E-04 |
| G-protein-coupled receptor binding | 8 | 1.76 | 6.34E-04 |
| Sequence-specific DNA binding | 23 | 5.05 | 3.27E-03 |
| Rac guanyl-nucleotide exchange factor activity | 3 | 0.66 | 4.18E-03 |
| Non-membrane spanning protein tyrosine kinase activity | 5 | 1.10 | 9.47E-03 |
| Amine transmembrane transporter activity | 6 | 1.32 | 1.01E-02 |
| Cytokine activity | 10 | 2.20 | 1.35E-02 |
| Cyclin-dependent protein kinase regulator activity | 3 | 0.66 | 3.82E-02 |
| | | | |
| Photoreceptor activity | 3 | 1.04 | 6.85E-03 |
| Cation binding | 53 | 18.40 | 3.20E-02 |
| Ion binding | 53 | 18.40 | 3.96E-02 |
| Metal ion binding | 52 | 18.06 | 4.03E-02 |
| Phosphoric ester hydrolase activity | 8 | 2.78 | 4.76E-02 |
| Inositol or phosphatidylinositol kinase activity | 3 | 1.04 | 5.27E-02 |
Molecules that are upregulated clearly have different molecular functions than those that are downregulated. The number of molecules assigned to each process (Count), the percentage of molecules assigned (%), and the p values are listed.
Comparison of Cellular Components Associated with Up-Regulated and Down-Regulated Molecules (DAVID).
| Extracellular region | 56 | 12.31 | 9.67E-05 |
| Cell surface | 17 | 3.74 | 5.80E-04 |
| Plasma membrane | 76 | 16.70 | 6.24E-03 |
| Anchored to membrane | 11 | 2.42 | 8.34E-03 |
| Vacuole | 10 | 2.20 | 2.06E-02 |
| Lysosome | 9 | 1.98 | 2.56E-02 |
| MHC class I protein complex | 4 | 0.88 | 5.02E-02 |
| Phagocytic cup | 2 | 0.44 | 5.83E-02 |
| Secretory granule | 6 | 1.32 | 8.32E-02 |
| Transcription factor complex | 9 | 1.98 | 9.46E-02 |
| | | | |
| Photoreceptor outer segment | 3 | 1.04 | 2.01E-02 |
| Nonmotile primary cilium | 3 | 1.04 | 4.05E-02 |
| Sarcoplasmic reticulum | 3 | 1.04 | 4.52E-02 |
| Intracellular non-membrane-bounded organelle | 27 | 9.38 | 6.17E-02 |
Comparison of Microarray and qPCR Fold Change Data.
| ATPase, aminophospholipid transporter-like, class I, type 8A, member 2 | −2.9 | +1.2 | −3.0 | +0.1 | |
| B-cell leukemia/lymphoma 3 | +33.3 | +2.0 | +7.7 | +5.9 | |
| Complement component 1, q subcomponent, alpha polypeptide | +7.6 | +2.7 | +4.3 | +3.8 | |
| Cyclic nucleotide gated channel alpha 1 | −1.3 | +0.3 | −0.4 | −0.2 | |
| Endothelin 2 | +165.2 | +2.1 | +9.4 | +5.2 | |
| Glycerophosphodiester phosphodiesterase domain containing 3 | +16.4 | +1.3 | +7.3 | +1.7 | |
| Glial fibrillary acidic protein | +11.4 | +1.6 | +3.9 | +4.1 | |
| Guanylate cyclase 2e | −1.9 | +0.8 | −4.1 | −0.3 | |
| Guanylate cyclase 2f | −3.0 | +0.4 | −2.9 | −0.4 | |
| MOCO sulphurase C-terminal domain containing 1 | −8.4 | −3.3 | −3.7 | −3.6 | |
| Phosducin | −4.7 | −0.1 | −3.1 | −0.4 | |
| Retinal G protein coupled receptor | −4.2 | −0.2 | −5.2 | −0.2 | |
Positive values indicate an increase in expression, and negative values indicate a decrease in expression. Three mice were used per time point in qPCR experiment.
Figure 5Lipid metabolism involving phosphatidic acid (PA). The expression of a few key enzymes (shown in the figure) involved in the direct metabolism of PA are affected in the rd3 retina. CDS1 (CDP-diacylglycerol (DAG) synthase) is an enzyme that condenses PA with CTP to produce CDP-DAG, an essential step in generating phosphatidylinositol (PI). The lipid biosynthetic enzyme AGPAT2 (1-acyl-sn-glycerol 3-phosphate O-acyltransferase 2) converts lyso(PA) into PA, which is needed to produce lipids important for cell membranes and chemical signaling within cells. Lyso(PA) is generated by ENPP2 (ectonucleotide pyrophosphatase/phosphodiesterase 2). PPAP2c (phosphatidic acid phosphohydrolase type 2c) catalyzes the conversion of PA to DAG. Figure is adapted from Raghu et al. [46].