| Literature DB >> 18989387 |
Riccardo Natoli1, Jan Provis, Krisztina Valter, Jonathan Stone.
Abstract
PURPOSE: Hyperoxia is specifically toxic to photoreceptors, and this toxicity may be important in the progress of retinal dystrophies. This study examines gene expression induced in the C57BL/6J mouse retina by hyperoxia over the 14-day period during which photoreceptors first resist, then succumb to, hyperoxia.Entities:
Mesh:
Year: 2008 PMID: 18989387 PMCID: PMC2579940
Source DB: PubMed Journal: Mol Vis ISSN: 1090-0535 Impact factor: 2.367
List of TaqMan probes.
| Lin-7 homolog B | Mm00457059_m1 | |
| Endothelin 2 | Mm00432983_m1 | |
| Apoptosis regulatory protein Siva | Mm00834449_g1 | |
| B-cell leukemia/lymphoma 3 | Mm00504306_m1 | |
| Short-wave-sensitive opsin | Mm00432058_m1 | |
| Medium/long-wave-sensitive opsin | Mm00433560_m1 | |
| Rhodopsin | Mm00520345_m1 | |
| Complement component 3 | Mm00437858_m1 | |
| Dystrophin, muscular dystrophy | Mm00464475_m1 | |
| Pre-mRNA processing factor 3 homolog | Mm00510550_m1 | |
| Growth arrest and DNA-damage-inducible 45 beta | Mm00435123_m1 | |
| Hypoxia inducible factor 1, alpha subunit | Mm00468869_m1 | |
| Glyceraldehyde-3-phosphate dehydrogenase | Mm99999915_g1 |
List of all TaqMan probes used in this study to validate the microarray data. GAPDH was used as the normalizing control gene for all comparisons.
Measures of sample and data quality.
| GAPDH 5′/3′ ratios | 1.03 | 0.87 | 0.81 | 2.16 |
| Background | 43.41 | 55.04 | 37.47 | 39.53 |
| Noise (rawQ) | 1.34 | 1.69 | 1.16 | 1.19 |
| Scale factor | 1.765 | 1.524 | 2.785 | 2.586 |
| Percent present | 53.4 | 55 | 47.8 | 48 |
| GAPDH 5′/3′ ratios | 1.11 | 0.79 | 1.03 | 2.44 |
| Background | 43.77 | 53.3 | 42.76 | 40.21 |
| Noise (rawQ) | 1.36 | 1.67 | 1.31 | 1.24 |
| Scale factor | 1.68 | 1.533 | 1.808 | 2.376 |
| Perecent present | 54.7 | 54.9 | 51.4 | 47.5 |
The quality of each chip was evaluated using standardized criteria including 5′/3′ ratio of GAPDH, background, noise (rawQ), scale factor, and percent present. All values met the required criteria.
Figure 1Hierarchical clustering diagrams showing individual replicates (A) and pooled data (B). Panel A shows strong replicate clustering at all time points except 7 days, while Panel B shows that the change of global gene expression is continual with the exposure to oxygen.
Numbers of genes changing expression with hyperoxia.
| Increased expression | 509 | 967 | 933 |
| Decreased expression | 668 | 1426 | 2169 |
| Total genes changing expression | 1177 | 2393 | 3102 |
| ANOVA | 18 | 19 | 95 |
| Retinal Disease Genes | 0 | 0 | 15 |
| GO: Response to stress | 58 | 108 | 196 |
| GO: Apoptosis-related | 45 | 81 | 101 |
The number of genes regulated by hyperoxia, over a 14 day exposure, with a change of ±2 fold or greater is shown. The data were further analyzed and divided into catagories based on several criteria, including gene increases (first row), decreases (second row), total number of gene changes (third row), number of genes with a p<0.05 (ANOVA; fourth row) and genes associated with human retinal diseases (fifth row). Using Gene Ontology (GO), those genes associated with stress (sixth row) and apoptotic cell death (seventh row) were also determined.
Genes involved in human retinal disease that were found to be regulated by 14-day hyperoxia.
| 1439083_at | Abelson helper integration site | −2.805 | ||
| 1447156_at | Choroidermia (Chm), mRNA | −4.097 | ||
| 1423954_at | Complement component 3 | 10.41 | ||
| 1421451_at | Crumbs homolog 1 (Drosophila) | −2.381 | ||
| 1417307_at | Dystrophin, muscular dystrophy | −5.376 | ||
| 1448665_at | Dystrophin, muscular dystrophy | −2.298 | ||
| 1446156_at | Dystrophin, muscular dystrophy (DMD), mRNA | −4.319 | ||
| 1438251_x_at | HtrA serine peptidase 1 | 2.04 | ||
| 1445740_at | Monogenic, audiogenic seizure susceptibility 1, mRNA (cDNA clone IMAGE:5050650) | −2.816 | ||
| 1451062_a_at | Peroxin 2 | −2.493 | ||
| 1446144_at | Peroxin 2 | −2.47 | ||
| 1437443_at | Peroxisomal membrane protein 3, mRNA (cDNA clone MGC:11449 IMAGE:3964491) | −2.192 | ||
| 1421381_a_at | Procollagen, type IX, alpha 1 | −2.164 | ||
| 1418599_at | Procollagen, type XI, alpha 1 | −2.151 | ||
| 1442326_at | Protocadherin 15 | −3.879 | ||
| 1457390_at | PRP3 pre-mRNA processing factor 3 homolog (yeast) (Prpf3), mRNA | −5.155 | ||
| 1439635_at | Regulator of G-protein signaling 9 | −2.126 | ||
| 1427467_a_at | Retinitis pigmentosa GTPase regulator | −2.808 | ||
| 1451785_at | Retinitis pigmentosa GTPase regulator interacting protein 1 | −2.651 | ||
| 1431357_a_at | Retinitis pigmentosa GTPase regulator interacting protein 1 | −2.547 | ||
| 1454231_a_at | Retinitis pigmentosa GTPase regulator interacting protein 1 | −2.39 | ||
| 1456449_at | Retinitis pigmentosa GTPase regulator interacting protein 1, mRNA (cDNA clone IMAGE:4504262) | −21.15 | ||
| 1448411_at | Wolfram syndrome 1 homolog (human) | 2.07 | ||
Listed are human retinal disease genes whose expression was found to change by greater than twofold after a 14-day exposure to hyperoxia. List was generated from RetNet database. Red underline marks genes validated by qPCR.
Figure 2Assessment by qPCR of expression changes in genes identified by microarray analysis as hyperoxia-regulated. As noted for Table 5, these data validate trends in the Genechip data. A: Validation of human retinal disease genes showing upregulation of C3, downregulation of DMD and no change to Prpf3. B: Control genes (opsins) which showed no change in expression. C-E: Additional sets of genes assessed by qPCR. C shows a group of three genes upregulated at 14 day. D shows a group upregulated at all time points; E shows contrasts a gene (Oxr1) upregulated at 3 day, with GFAP, which is maximally upregulated at 14 day. For each gene, the fold change in expression was determined using 0 day expression as control and normalizing the data to the housekeeping gene GAPDH. Fold changes below the dashed line indicate expression decrease while above the line indicate expression increase. Error bars show standard error of the mean.
Comparison of Genechip and qPCR data.
| 1.21 | 1.03 | 3.66 | NC | NC | 4.1 | |
| −1.11 | 1 | 2.8 | NC | −6.21 | 10.42 | |
| 1.46 | 1.48 | 4.71 | 2.93 | NC | 13.15 | |
| 1.37 | 1.77 | 3.35 | NC | NC | 4.54 | |
| −1.33 | 2.14 | 7.2 | NC | 2.31 | 16.64 | |
| 1.5 | 1.4 | 1.1 | 3.48 | NC | −3.37 | |
| 1.72 | 1.45 | 1.96 | NC | NC | 4.39 | |
| 1.4 | 1.2 | 1.1 | NC | NC | NC | |
| 1.83 | 1.08 | −1.25 | 3.3 | NC | −2.6 | |
| −1.11 | 1 | −1.11 | NC | NC | NC | |
| 1.47 | 1.45 | 1.42 | NC | NC | 2.3 | |
| 1 | 1 | 1 | NC | NC | NC | |
| −1.25 | −1.23 | −2 | NC | NC | −5.38, −2.3, −4.13 | |
| 1.1 | 1 | 1 | NC | NC | −5.2 | |
| 1 | 1 | 1 | NC | NC | NC | |
Generally, genes showed the same trend in regulation in the qPCR and microarray experiments, but not necessarily by the same fold change. No change (NC) refers to a gene whose expression was below twofold for the microarray experiment and therefore the results were not statistically significant. The asterisk indicates a housekeeping gene. Validation, using qPCR, of genes linked to human retinal diseases were found to have differential expression at day 14 exposure to hyperoxia. Multiple entries indicate multiple probe identification (ID)’s from the GeneChip® analysis. Note that Prpf3 did appear to change when tested using qPCR.
Figure 3Genes for which expression was up- or downregulated by twofold or more. These were separated into the subgroupings of the gene ontology (GO) category “response to stress.” The number of genes regulated by hyperoxia increased with exposure and was maximal at day 14 in all subgroupings, except oxidative stress, which was maximal at day 7.
Figure 4Number of regulated genes, total, upregulated, and downregulated, is shown by Gene Ontology at 3, 7 and 14 days. The total number (A) of apoptosis-related genes is maximal at 14 days for all subgrouping except for ‘negative regulation of programmed cell death’ which peaks at 7 days. The number of upregulated (B) and downregulated (C) genes increases over the 14 day treatment period in each ontology category except in (B) where ‘negative regulation of programmed cell death’ is maximal at 7 days. This indicates a loss in potential protective mechanisms against apoptosis in the hyperoxic mouse retina.