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Endothelial cell whole genome expression analysis in a mouse model of early-onset Fuchs' endothelial corneal dystrophy.

ABSTRACT: To investigate the endothelial gene expression profile in a Col8a2 Q455K mutant knock-in mouse model of early-onset Fuchs' endothelial corneal dystrophy (FECD) and identify potential targets that can be correlated to human late-onset FECD.Diseased or normal endothelial phenotypes were verified in 12-month-old homozygous Col8a2(Q455K/Q455K) mutant and wild-type mice by clinical confocal microscopy. An endothelial whole genome expression profile was generated by microarray-based analysis. Result validation was performed by real-time PCR. Endothelial COX2 and JUN expression was further studied in human late-onset FECD compared to normal samples.Microarray analysis demonstrated endothelial expression of 24,538 genes (162 up-regulated and 172 down-regulated targets) and identified affected gene ontology terms including Response to Stress, Protein Metabolic Process, Protein Folding, Regulation of Apoptosis, and Transporter Activity. Real-time PCR assessment confirmed increased Cox2 (P = 0.001) and Jun mRNA (P = 0.03) levels in Col8a2(Q455K/Q455K) mutant compared to wild-type mice. In human FECD samples, real-time PCR demonstrated a statistically significant increase in COX2 mRNA (P < 0.0001) and JUN mRNA (P = 0.002) and tissue microarray analysis showed increased endothelial COX2 (P = 0.02) and JUN protein (P = 0.04).The present study provides the first endothelial whole genome expression analysis in an animal model of FECD and represents a useful resource for future studies of the disease. In particular endothelial COX2 up-regulation warrants further investigation of its role in FECD.

SUBMITTER: Matthaei M

PROVIDER: S-EPMC3604908 | biostudies-literature | 2013 Mar

REPOSITORIES: biostudies-literature

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Endothelial cell whole genome expression analysis in a mouse model of early-onset Fuchs' endothelial corneal dystrophy.

Matthaei Mario M Hu Jianfei J Meng Huan H Lackner Eva-Maria EM Eberhart Charles G CG Qian Jiang J Hao Haiping H Hao Haiping H Jun Albert S AS

Investigative ophthalmology & visual science 20130315 3

<h4>Purpose</h4>To investigate the endothelial gene expression profile in a Col8a2 Q455K mutant knock-in mouse model of early-onset Fuchs' endothelial corneal dystrophy (FECD) and identify potential targets that can be correlated to human late-onset FECD.<h4>Methods</h4>Diseased or normal endothelial phenotypes were verified in 12-month-old homozygous Col8a2(Q455K/Q455K) mutant and wild-type mice by clinical confocal microscopy. An endothelial whole genome expression profile was generated by mic ...[more]

PMID: 23449721

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Project description:Purpose To develop a model to predict corneal improvement after Descemet membrane endothelial keratoplasty (DMEK) for Fuchs endothelial corneal dystrophy (FECD) from Scheimpflug tomography. Design Cross-sectional study. Participants Forty-eight eyes (derivation group) and 45 eyes (validation group) with a range of severity of FECD undergoing DMEK. Methods Scheimpflug images were obtained before and after DMEK. Before DMEK, pachymetry map and posterior elevation map patterns were quantified by a special image analysis program measuring tomographic features of edema (loss of regular isopachs, displacement of the thinnest point of the cornea, posterior surface depression). Image-derived novel parameters were combined with instrument-derived parameters, and the relative influences of parameters associated with the change in central corneal thickness (CCT) after DMEK in the derivation group were determined by using a gradient boosting machine learning model. The parameters with highest relative influence were then fit in a linear regression model. The derived model was applied to the validation group. Correlations and agreement were assessed between predicted and observed changes in CCT. Main Outcome Measures Predictive power (R2) and mean difference between predicted and observed change in CCT. Results The gradient boosting machine model identified 4 novel parameters of isopach circularity and eccentricity and 1 instrument-derived parameter (posterior surface radius); preoperative CCT was a poor predictor. In the derivation group, the model strongly predicted the change in CCT after DMEK (R2 = 0.80; 95% confidence interval [CI], 0.71–0.89) and the mean difference between predicted and observed change was, by definition, 0 μm. When the same 5 parameters were fit to the validation group, the model performed very highly (R2 = 0.89; 95% CI, 0.84–0.94). When the coefficient estimates from the derivation model were used to predict the change in CCT in the validation group, the predictive power was also high (R2 = 0.78; 95% CI, 0.68–0.88), and the mean difference was 4 μm (predicted minus observed). Conclusions Scheimpflug tomography maps of corneas with FECD can predict the improvement in CCT after DMEK, independent of preoperative corneal thickness measurement. The model could be applied in clinical practice or for clinical research of FECD.

Dataset Information

Endothelial cell whole genome expression analysis in a mouse model of early-onset Fuchs' endothelial corneal dystrophy.

Publications

Endothelial cell whole genome expression analysis in a mouse model of early-onset Fuchs' endothelial corneal dystrophy.

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