| Literature DB >> 20454693 |
Yuan Zhu1, Riccardo Natoli, Krisztina Valter, Jonathan Stone.
Abstract
PURPOSE: In the C57BL/6J mouse retina, hyperoxia-induced degeneration of photoreceptors shows strong regional variation, beginning at a locus ~0.5 mm inferior to the optic disc. To identify gene expression differences that might underlie this variability in vulnerability, we have used microarray techniques to describe regional (superior-inferior) variations in gene expression in the retina.Entities:
Mesh:
Year: 2010 PMID: 20454693 PMCID: PMC2862240
Source DB: PubMed Journal: Mol Vis ISSN: 1090-0535 Impact factor: 2.367
Figure 1Hierarchical clustering diagram. The study aims to identify the genes expressed differently in normoxic (control) and hyperoxic conditions in the superior and inferior halves of the retina because regional sensitivity to hyperoxia of the inferior was expected. Clustering analysis demonstrated similarity and correlation between replicates within an experimental group and between different groups. Each column comprises a set of horizontal lines with each line representing a single gene or noncoding RNA (ncRNA). The color given to the line depends on the level of expression of the gene, from blue (low expression) to red (high expression); the range of colors available is shown at left. In each column, the genes are arranged in low-to-high expression, going down the column. The program then compares the order of genes in the column and indicates, by the brackets at top, the similarities and differences between the four samples. The replicates of each sample clustered closely to each other (not shown) and were averaged to constitute the four samples shown. The samples from the superior retina before and after hyperoxia were most similar. The sample from the inferior retina after hyperoxia, in which photoreceptor degeneration was greatest, is most dissimilar from the other samples.
Differentially expressed genes between inferior and superior retina of control (normoxic) C57BL/6J mice.
| Vax2 | ventral anterior homeobox containing gene 2 | 0.021 | 1.840 | |
| Sprr2b | small proline-rich protein 2B | 0.012 | 1.630 | |
| Vcan | versican | 0.001 | 1.598 | |
| Slc26a4 | solute carrier family 26, member 4 | 0.008 | 1.598 | |
| Nr2f2 | nuclear receptor subfamily 2, group F, member 2 | 0.002 | −1.564 | |
| Efnb2 | ephrin B2 | 0.015 | −1.625 | |
| Tbx5 | T-box 5 | 0.0002 | −2.087 | |
| Opn1sw | opsin 1 (cone pigments), short-wave-sensitive | 0.038 | 1.762 | |
| V1rb8 | vomeronasal 1 receptor, B8 | 0.043 | −1.508 | |
| Olfr1416 | olfactory receptor 1416 | 0.041 | −1.577 | |
| Opn1mw | opsin 1 (cone pigments), medium-wave-sensitive | 0.010 | −1.644 | |
| Olfr652 | olfactory receptor 652 | 0.017 | −1.652 | |
| Mme | membrane metalloendopeptidase | 0.031 | 2.197 | |
| Adh6b | alcohol dehydrogenase 6B (class V) | ENSMUST00000090166 | 0.017 | 1.516 |
| Rdh16 | retinol dehydrogenase 16 | 0.004 | −1.684 | |
| Alpk2 | alpha-kinase 2 | ENSMUST00000035548 | 0.017 | −1.979 |
| Gpr137b | G protein-coupled receptor 137B | 0.007 | 1.541 | |
| Gprc5b | G protein-coupled receptor C5B | 0.025 | 1.526 | |
| Slc7a11 | solute carrier family 7 | 0.035 | 1.756 | |
| Sst | somatostatin | 0.016 | 1.666 | |
| Igf2bp2 | insulin-like growth factor 2 mRNA binding protein 2 | 0.024 | −1.544 | |
| Khdc1a | KH domain containing 1A | 0.037 | −1.575 | |
| Snhg1 | small nucleolar RNA host gene 1 | 0.007 | 1.710 | |
| predicted gene, EG624256 | 0.006 | 1.529 | ||
| predicted gene, EG668725 | 0.039 | 1.510 | ||
| Abi3bp | ABI gene family, member 3 (NESH) binding protein | 0.028 | 1.505 | |
| RIKEN cDNA A530032D15Rik gene | 0.007 | −1.503 | ||
| Gm1381 | gene model 1381, (NCBI) | 0.005 | −1.523 | |
| Serpina1b | serine preptidase inhibitor, clade A member 1B | 0.025 | −1.557 | |
| Gm1862 | gene model 1862, (NCBI) | 0.031 | −1.576 | |
| predicted gene, OTTMUSG00000001136 | 0.007 | −1.868 | ||
Genes were grouped into several functional categories using gene ontology analysis. Categories with GO number are considered specific functional groups. Abbreviations: RefSeq represents NCBI reference sequence; FD represents fold difference; GO represents gene ontology.
Figure 2Quantitative PCR for microarray validation. Array validation was performed by quantitative RT–PCR for 5 genes selected from the list in Table 1. Rhodopsin was used as a retina-relevant reference gene. qPCR is found in excellent agreement with the outcome of microarray analysis. The results of qPCR were averaged from three independent experiments, with the error bar indicating the standard error of the mean. Dashed lines at fold differences of 1 and −1 indicate no difference of gene expression between the inferior and superior regions.
Figure 3Significant more genes regulated in the inferior than the superior retina after hyperoxia. According to the different selection criteria, the number of genes and non-coding RNAs regulated by hyperoxia were assessed and separately elucidated for the superior and inferior regions. Fold ratio (FR) values < 0.5 indicate significant downregulation of expression (at least halved); FR values > 2 indicate significant upregulation of expression (more than doubled).
Known genes and ncRNAs differentially regulated by hyperoxia between inferior and superior retina.
| Edn2 | endothelin 2 | 0.00001 | 7.02 | 1.62 | 5.40 | |
| Gfap | glial fibrillary acidic protein, mRNA | 0.00303 | 5.36 | 2.37 | 2.99 | |
| C1qb | complement component 1, beta polypeptide | 0.00085 | 4.20 | 1.45 | 2.75 | |
| Bcl3 | B-cell leukemia/lymphoma 3 | 0.00846 | 3.89 | 1.48 | 2.42 | |
| C1qc | complement component 1, subcomponent, C chain | 0.00468 | 4.21 | 1.93 | 2.28 | |
| Mpeg1 | macrophage expressed gene 1 | 0.00848 | 3.83 | 1.57 | 2.27 | |
| C1qa | complement component 1, subcomponent, alpha polypeptide | 0.01737 | 3.69 | 1.68 | 2.01 | |
| Cd68 | CD68 antigen | 0.01188 | 3.27 | 1.45 | 1.83 | |
| Ly86 | lymphocyte antigen 86 | 0.00329 | 3.95 | 2.16 | 1.78 | |
| Fgf2 | fibroblast growth factor 2 | 0.00038 | 3.10 | 1.45 | 1.64 | |
| Timp1 | tissue inhibitor of metalloproteinase 1 | 0.00172 | 2.74 | 1.14 | 1.61 | |
| Fcrls | Fc receptor-like S, scavenger receptor | 0.00557 | 2.55 | 1.02 | 1.53 | |
| Laptm5 | lysosomal-associated protein transmembrane 5 | 0.00863 | 3.03 | 1.58 | 1.45 | |
| Ccl3 | chemokine (C-C motif) ligand 3 | 0.01929 | 2.46 | 1.06 | 1.40 | |
| Ctss | cathepsin S | 0.00330 | 3.03 | 1.68 | 1.35 | |
| Lrrc2 | leucine rich repeat containing 2 | 0.00324 | 2.71 | 1.48 | 1.23 | |
| Crym | crystallin, mu | 0.02834 | 2.74 | 1.52 | 1.22 | |
| Slc25a37 | solute carrier family 25, member 37 | 0.00087 | 2.43 | 1.21 | 1.22 | |
| Prtg | protogenin homolog (Gallus gallus) | 0.00036 | 2.35 | 1.19 | 1.16 | |
| Lad1 | ladinin | 0.00227 | 2.36 | 1.20 | 1.16 | |
| Cst7 | cystatin F (leukocystatin) | 0.03019 | 2.07 | 0.95 | 1.12 | |
| Fcer1g | Fc receptor, IgE, high affinity I, gamma polypeptide | 0.00232 | 2.44 | 1.33 | 1.11 | |
| Gadd45b | growth arrest and DNA-damage-inducible 45 beta | 0.01173 | 2.74 | 1.65 | 1.09 | |
| Chi3l1 | chitinase 3-like 1 | 0.02641 | 2.88 | 1.84 | 1.04 | |
| Cd180 | CD180 antigen | 0.02177 | 2.10 | 1.07 | 1.02 | |
| Mt2 | metallothionein 2 | 0.03497 | 2.41 | 1.39 | 1.02 | |
| Klhl29 | kelch-like 29 (Drosophila) | 0.00162 | 2.20 | 1.18 | 1.02 | |
| Socs3 | suppressor of cytokine signaling 3 | 0.00892 | 2.12 | 1.13 | 1.00 | |
| Cd53 | CD53 antigen | 0.01901 | 2.35 | 1.36 | 0.99 | |
| Olfr43 | olfactory receptor 43 | 0.03715 | 1.77 | 0.79 | 0.99 | |
| S100a6 | S100 calcium binding protein A6 (calcyclin) | 0.03199 | 2.06 | 1.08 | 0.98 | |
| Tyrobp | TYRO protein tyrosine kinase binding protein | 0.00115 | 2.25 | 1.27 | 0.98 | |
| Ctla2a | cytotoxic T lymphocyte-associated protein 2 alpha | 0.04101 | 1.88 | 0.91 | 0.97 | |
| Csf1r | colony stimulating factor 1 receptor | 0.00009 | 2.37 | 1.40 | 0.97 | |
| Stat3 | signal transducer and activator of transcription 3 | 0.00102 | 2.40 | 1.44 | 0.96 | |
| Antxr2 | anthrax toxin receptor 2 | 0.00279 | 2.23 | 1.28 | 0.95 | |
| C3ar1 | complement component 3a receptor 1 | 0.01664 | 1.96 | 1.02 | 0.95 | |
| Kremen1 | kringle containing transmembrane protein 1 | 0.00444 | 2.02 | 1.07 | 0.95 | |
| C3 | complement component 3 | 0.03059 | 2.23 | 1.28 | 0.94 | |
| B2m | beta-2 microglobulin | 0.00093 | 2.38 | 1.44 | 0.94 | |
| Lcn2 | lipocalin 2 | 0.00238 | 2.13 | 1.19 | 0.94 | |
| Irgm1 | immunity-related GTPase family M member 1 | 0.02159 | 2.04 | 1.12 | 0.93 | |
| Khdc1a | KH domain containing 1A | 0.02946 | 1.73 | 0.87 | 0.86 | |
| Chl1 | cell adhesion molecule with homology to L1CAM | 0.01079 | 1.78 | 0.92 | 0.86 | |
| H2-D1 (HLA-C) | histocompatibility 2, D region locus 1 | 0.00124 | 2.00 | 1.16 | 0.84 | |
| H2-K1 | histocompatibility 2, K1, K region | 0.00681 | 2.05 | 1.22 | 0.83 | |
| Osmr | oncostatin M receptor | 0.01265 | 2.70 | 1.91 | 0.79 | |
| Fcgr3 (Fcrg2a) | Fc receptor, IgG, low affinity III | 0.01391 | 1.79 | 1.01 | 0.78 | |
| Rbm17 | RNA binding motif protein 17 | 0.00686 | 1.88 | 1.10 | 0.78 | |
| H2-Q7 | histocompatibility 2, Q region locus 7 | 0.00093 | 1.89 | 1.14 | 0.75 | |
| Lin7b | lin-7 homolog B (C. elegans) | 0.00908 | 1.83 | 1.11 | 0.72 | |
| Irf9 | interferon regulatory factor 9 | 0.00479 | 2.21 | 1.50 | 0.70 | |
| Gnb3 | guanine nucleotide binding protein, beta 3 | 0.00035 | 1.83 | 1.14 | 0.69 | |
| Spp1 | secreted phosphoprotein 1 | 0.00216 | 1.77 | 1.10 | 0.68 | |
| Moxd2 | monooxygenase, DBH-like 2 | 0.01505 | 1.58 | 0.94 | 0.65 | |
| Agtpbp1 | ATP/GTP binding protein 1 | 0.00242 | 1.76 | 1.12 | 0.64 | |
| Olfr652 | olfactory receptor 652 | 0.02679 | 1.38 | 0.74 | 0.64 | |
| Ly9 | lymphocyte antigen 9 | 0.02946 | 1.59 | 0.95 | 0.64 | |
| Myo10 | myosin X | 0.00714 | 1.94 | 1.31 | 0.63 | |
| V1rb8 | vomeronasal 1 receptor, B8 | 0.04461 | 1.42 | 0.80 | 0.62 | |
| Sec22c | SEC22 vesicle trafficking protein-like C (S. cerevisiae) | 0.01512 | 1.65 | 1.04 | 0.61 | |
| Sulf2 | sulfatase 2 | 0.03293 | 1.58 | 0.97 | 0.61 | |
| Cd33 | CD33 antigen | 0.00293 | 1.63 | 1.03 | 0.60 | |
| Hexb | hexosaminidase B | 0.00341 | 1.88 | 1.30 | 0.58 | |
| Pld4 | phospholipase D family, member 4 | 0.01563 | 1.84 | 1.27 | 0.57 | |
| Skap2 | src family associated phosphoprotein 2 | 0.00550 | 1.84 | 1.27 | 0.57 | |
| Usp18 | ubiquitin specific peptidase 18 | 0.02940 | 1.58 | 1.02 | 0.56 | |
| Vmn2r68 | vomeronasal 2, receptor 68 | 0.00628 | 1.47 | 0.92 | 0.56 | |
| Bst2 | bone marrow stromal cell antigen 2 | 0.00535 | 1.60 | 1.05 | 0.55 | |
| Wfs1 | Wolfram syndrome 1 homolog (human) | 0.02286 | 1.54 | 0.99 | 0.54 | |
| Rdh16 | retinol dehydrogenase 16 | 0.00992 | 1.25 | 0.72 | 0.53 | |
| V1rd6 | vomeronasal 1 receptor, D6 | 0.04247 | 1.30 | 0.77 | 0.53 | |
| Shbg | sex hormone binding globulin | 0.01306 | 1.47 | 0.94 | 0.53 | |
| H2-Q2 (HLA-F) | histocompatibility 2, Q region locus 2 | 0.00277 | 1.71 | 1.18 | 0.53 | |
| Sulf1 | sulfatase 1 | 0.00558 | 1.68 | 1.16 | 0.52 | |
| Atf3 | activating transcription factor 3 | 0.02131 | 1.63 | 1.11 | 0.52 | |
| Mt1 | metallothionein 1 | 0.00379 | 1.57 | 1.06 | 0.51 | |
| V1re6 | vomeronasal 1 receptor, E6 | 0.01502 | 1.37 | 0.86 | 0.51 | |
| Dcps | decapping enzyme, scavenger | 0.02157 | 1.56 | 1.06 | 0.50 | |
| Tead3 | TEA domain family member 3 | 0.01222 | 1.66 | 1.16 | 0.50 | |
| Bmp2 | bone morphogenetic protein 2 | 0.03978 | 0.71 | 1.21 | −0.50 | |
| Defb9 | defensin beta 9 | 0.01100 | 0.81 | 1.32 | −0.51 | |
| Slc6a13 | solute carrier family 6 (neurotransmitter transporter, G protein), member a13 | 0.02354 | 0.92 | 1.43 | −0.51 | |
| Ankrd44 | ankyrin repeat domain 44 | 0.02845 | 0.91 | 1.42 | −0.51 | |
| Clec14a | C-type lectin domain family 14, member a | 0.01571 | 0.88 | 1.40 | −0.52 | |
| Colec12 | collectin sub-family member 12 | 0.00944 | 0.85 | 1.37 | −0.52 | |
| Wnt8a | wingless-related MMTV integration site 8A | 0.00618 | 0.86 | 1.39 | −0.53 | |
| Kcnq5 | potassium voltage-gated channel, subfamily Q, member 5 | 0.01549 | 0.82 | 1.36 | −0.54 | |
| Suclg2 | succinate-CoA ligase, GDP-forming, beta subunit | 0.04602 | 0.86 | 1.42 | −0.55 | |
| Slc16a12 | solute carrier family 16 member a12 | 0.01174 | 0.77 | 1.33 | −0.56 | |
| Snhg1 | small nucleolar RNA host gene 1 | 0.00764 | 0.52 | 1.08 | −0.56 | |
| Vcan | versican | 0.00164 | 0.91 | 1.48 | −0.57 | |
| Abpb | androgen binding protein beta | 0.02420 | 0.79 | 1.36 | −0.57 | |
| Mitf | microphthalmia-associated transcription factor | 0.00183 | 0.79 | 1.38 | −0.58 | |
| Nr2e3 | nuclear receptor subfamily 2, group E, member 3 | 0.00803 | 0.84 | 1.45 | −0.61 | |
| Josd3 | Josephin domain containing 3 | 0.01926 | 0.64 | 1.28 | −0.64 | |
| Slc26a4 | solute carrier family 26, member 4 | 0.00514 | 0.71 | 1.48 | −0.77 | |
| OTTMUSG00000007392 | | ENSMUST00000068009 | 0.02400 | 2.63 | 1.11 | 1.52 |
| ENSMUST00000105041 | | ENSMUST00000105041 | 0.00238 | 2.31 | 1.20 | 1.11 |
| LOC546230 | | ENSMUST00000103543 | 0.04064 | 2.04 | 1.06 | 0.99 |
| OTTMUSG00000001136 | | 0.01136 | 1.33 | 0.63 | 0.71 | |
| A530032D15Rik | | 0.00291 | 1.32 | 0.64 | 0.69 | |
| BC094916 | | 0.04309 | 1.09 | 0.46 | 0.64 | |
| A630098G03Rik | | 0.03236 | 1.34 | 0.74 | 0.60 | |
| LOC544737 | | 0.02940 | 1.33 | 0.79 | 0.54 | |
| 1110054P19Rik | | 0.01399 | 1.36 | 0.85 | 0.51 | |
| EG668103 | | 0.01637 | 1.37 | 0.87 | 0.50 | |
| ENSMUSG00000071362 | | ENSMUST00000072014 | 0.01789 | 0.73 | 1.23 | −0.50 |
| ENSMUST00000054825 | | ENSMUST00000054825 | 0.01130 | 0.66 | 1.23 | −0.56 |
| ENSMUSG00000073593 | | ENSMUST00000097611 | 0.03139 | 0.73 | 1.30 | −0.57 |
| EG435337 | | 0.04833 | 0.66 | 1.26 | −0.60 | |
| E430024C06Rik | 0.04984 | 0.45 | 1.32 | −0.87 |
The selection of genes was made using the criteria p<0.05 and abs(FM) > 0.5. They are sorted by the value of fold margin. Unknown sequences were listed separately, following the known genes. Abbreviations: FR represents fold ratio; FM represents fold margin; inf represents inferior; sup represents superior; RefSeq represents NCBIreference sequence.
The “Biologic processes” and “Disease and disorder” groupings of genes identified as differentially expressed between superior and inferior retina after exposure to hyperoxia.
| defense response | 22 | 5.9E-11 |
| immune response | 19 | 2.7E-10 |
| response to external stimulus | 13 | 7.9E-06 |
| immune effector process | 8 | 1.1E-05 |
| regulation of multicellular organismal process | 10 | 2.8E-05 |
| antigen processing and presentation | 7 | 4.0E-05 |
| regulation of immune system process | 7 | 4.6E-05 |
| activation of immune response | 6 | 7.1E-05 |
| response to stress | 14 | 3.2E-04 |
| immunological disorder | 19 | 1.5E-08 |
| inflammatory disorder | 21 | 3.1E-08 |
| neurologic disorder | 26 | 2.6E-07 |
| genetic disorder | 38 | 1.1E-06 |
| infectious disorder | 10 | 5.7E-05 |
| respiratory disorder | 8 | 1.2E-04 |
| ophthalmic disorder | 7 | 5.1E-04 |
The two groupings shown met the criteria of significant relevance (p<0.001) and a minimum involvement of 5 genes from gene list of interest (Table 2).
Clusters of genes differentially regulated between inferior and superior retina, with possible impact on photoreceptor vulnerability and survival.
| C1qb | complement component 1, q subcomponent, beta polypeptide | 4.20 | 1.45 | 2.75 | |
| C1qc | complement component 1, q subcomponent, C chain | 4.21 | 1.93 | 2.28 | |
| C1qa | complement component 1, q subcomponent, alpha polypeptide | 3.69 | 1.68 | 2.01 | |
| C3ar1 | complement component 3a receptor 1 | 1.96 | 1.02 | 0.95 | |
| C3 | complement component 3 | 2.23 | 1.28 | 0.94 | |
| Bcl3 | B-cell leukemia/lymphoma 3 | 3.89 | 1.48 | 2.42 | |
| Socs3 | suppressor of cytokine signaling 3 | 2.12 | 1.13 | 1.00 | |
| Stat3 | signal transducer and activator of transcription 3 | 2.40 | 1.44 | 0.96 | |
| Timp1 | tissue inhibitor of metalloproteinase 1 | 2.74 | 1.14 | 1.61 | |
| Ccl3 | chemokine (C-C motif) ligand 3 | 2.46 | 1.06 | 1.40 | |
| C3ar1 | complement component 3a receptor 1 | 1.96 | 1.02 | 0.95 | |
| C3 | complement component 3 | 2.23 | 1.28 | 0.94 | |
| Slc16a12 | solute carrier family 16 (monocarboxylic acid transport) | 0.77 | 1.33 | −0.56 | |
| Vcan | versican | 0.91 | 1.48 | −0.57 | |
| Nr2e3 | nuclear receptor subfamily 2, group E, member 3 | 0.84 | 1.45 | −0.61 | |
| Mt2, Mt1e | metallothionein 2 | 2.41 | 1.39 | 1.02 | |
| Mt1, Mt1f | metallothionein 1 | 1.57 | 1.06 | 0.51 | |
P value accounts for the probability that each function, disease or pathway is not involved in the differential regulation. Abbreviations: FR represents fold ratio; FM represents fold margin; inf represents inferior; sup represents superior; RefSeq represents NCBI reference sequence.
Figure 4Quantitative PCR validation of expression changes induced by exposure to hyperoxia in a selected cohort of genes. For each gene, the change was estimated in both the superior and inferior retina by microarray analysis and qPCR. The results of qPCR were averaged from three independent experiments, with the error bar indicating the standard error of the mean. Fold ratio values >1 indicate an upregulation and values <1 indicate a downregulation. Where FR=1 (dotted line), expression was unchanged.