Differential Expression of Genes in the Cornea compared to the Optic Nerve
Journal of Ophthalmic and Optometric Sciences,
Vol. 4 No. 1 (2020),
6 Dey 2020
,
Page 24-35
https://doi.org/10.22037/joos.v4i1.37300
Abstract
Abstract
Background: Identification of tissue-specific biomarkers can help us in finding the causes of disease. In this context, finding genes that are expressed in different tissues gives us guidance in cell differentiation.
Material and Methods: we examined genes with different expressions in both optic nerve and corneal tissues. First, we found differentially expressed genes on a dataset including 4 corneal and 4 optic nerve samples, then evaluated them on another independent dataset to validate the findings. Finally, we performed Enrichment Analysis and Network Evaluation of the obtained DEGs.
Results: we gained 6 genes that are highly expressed in the optic nerve than the cornea and 99 genes with higher expression in the cornea than in the optic nerve.
Conclusion: We saw traces of DEGs in the mechanism of action of the corresponding cells. In this study, we did not use the FDR method and thus we do not have false positive in final DEGs.
Keywords: Biomarker Discovery; Cornea; Optic Nerve; Differential Gene Expression Analysis.
- Biomarker Discovery
- Cornea
- Optic-Nerve
- Tissue Specific Genes
How to Cite
References
References
Sonawane AR, Platig J, Fagny M, Chen CY, Paulson JN, Lopes-Ramos CM, et al. Understanding Tissue-Specific Gene Regulation. Cell Rep. 2017 Oct 24;21(4):1077–88.
Romero-Jiménez M, Santodomingo-Rubido J, Wolffsohn JS. Keratoconus: A review. Contact Lens Anterior Eye. 2010 Aug 1;33(4):157–66.
Rabinowitz YS. Keratoconus. Surv Ophthalmol. 1998 Jan 1;42(4):297–319.
Werblin TP, Hirst LW, Stark WJ, Maumenee IH. Prevalence of map-dot-fingerprint changes in the cornea. Br J Ophthalmol. 1981;65(6):401–9.
Adamis AP, Filatov V, Tripathi BJ, Tripathi RA mes. C. Fuchs’ endothelial dystrophy of the cornea. Surv Ophthalmol. 1993 Sep 1;38(2):149–68.
Chirila T V., Hicks CR, Dalton PD, Vijayasekaran S, Lou X, Hong Y, et al. Artificial cornea. Prog Polym Sci. 1998 Jan 1;23(3):447–73.
Diehn JJ, Diehn M, Marmor MF, Brown PO. Differential gene expression in anatomical compartments of the human eye. Am J Ophthalmol. 2006 Oct 1;142(4):717–8.
Martin G, Wolf J, Lapp T, Agostini HT, Schlunck G, Auw-Hädrich C, et al. Viral S protein histochemistry reveals few potential SARS-CoV-2 entry sites in human ocular tissues. Sci Rep. 2021;11(1):1–13.
Robinson MD, Oshlack A. A scaling normalization method for differential expression analysis of RNA-seq data. Genome Biol. 2010;11(3):1–9.
Robinson MD, McCarthy DJ, Smyth GK. edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2010;26(1):139–40.
Kuleshov M V, Jones MR, Rouillard AD, Fernandez NF, Duan Q, Wang Z, et al. Enrichr: a comprehensive gene set enrichment analysis web server 2016 update. Nucleic Acids Res. 2016;44(W1):W90–7.
Kanehisa M, Goto S. KEGG: kyoto encyclopedia of genes and genomes. Nucleic Acids Res. 2000;28(1):27–30.
Mi H, Muruganujan A, Ebert D, Huang X, Thomas PD. PANTHER version 14: more genomes, a new PANTHER GO-slim and improvements in enrichment analysis tools. Nucleic Acids Res. 2019;47(D1):D419–26.
Szklarczyk D, Franceschini A, Wyder S, Forslund K, Heller D, Huerta-Cepas J, et al. STRING v10: protein–protein interaction networks, integrated over the tree of life. Nucleic Acids Res. 2015;43(D1):D447–52.
Murali TM, Wu C-J, Kasif S. The art of gene function prediction. Nat Biotechnol. 2006;24(12):1474–5.
Sun T-T, Lavker RM. Corneal epithelial stem cells: past, present, and future. In: Journal of Investigative Dermatology Symposium Proceedings. Elsevier; 2004. p. 202–7.
Mirastschijski U, Haaksma CJ, Tomasek JJ, Ågren MS. Matrix metalloproteinase inhibitor GM 6001 attenuates keratinocyte migration, contraction and myofibroblast formation in skin wounds. Exp Cell Res. 2004;299(2):465–75.
Aldahlawi NH, Hayes S, O’Brart DPS, O’Brart ND, Meek KM. An investigation into corneal enzymatic resistance following epithelium-off and epithelium-on corneal cross-linking protocols. Exp Eye Res. 2016;153:141–51.
Matsubara M, Girard MT, Kublin CL, Cintron C, Fini ME. Differential roles for two gelatinolytic enzymes of the matrix metalloproteinase family in the remodelling cornea. Dev Biol. 1991;147(2):425–39.
Reid B, Song B, McCaig CD, Zhao M. Wound healing in rat cornea: the role of electric currents. FASEB J. 2005;19(3):379–86.
Svennerholm L, Boström K, Fredman P, Jungbjer B, Lekman A, Månsson J-E, et al. Gangliosides and allied glycosphingolipids in human peripheral nerve and spinal cord. Biochim Biophys Acta (BBA)-Lipids Lipid Metab. 1994;1214(2):115–23.
Robert KY, Nakatani Y, Yanagisawa M. The role of glycosphingolipid metabolism in the developing brain. J Lipid Res. 2009;50:S440–5.
Gonzalez-Riano C, Sanz-Rodríguez M, Escudero-Ramirez J, Lorenzo MP, Barbas C, Cubelos B, et al. Target and untargeted GC–MS based metabolomic study of mouse optic nerve and its potential in the study of neurological visual diseases. J Pharm Biomed Anal. 2018;153:44–56.
Buerk DG, Riva CE, Cranstoun SD. Nitric oxide has a vasodilatory role in cat optic nerve head during flicker stimuli. Microvasc Res. 1996;52(1):13–26.
Kondo M, Wang L, Bill A. The role of nitric oxide in hyperaemic response to flicker in the retina and optic nerve in cats. Acta Ophthalmol Scand. 1997;75(3):232–5.
Astion ML, Chvatal A, Orkand RK. Further studies of electrogenic Na+/HCO cotransport in glial cells of necturus optic nerve: Regulation of pHi. Glia. 1991;4(5):461–8.
Ribas VT, Lingor P. Calcium channel inhibition-mediated axonal stabilization improves axonal regeneration after optic nerve crush. Neural Regen Res. 2016;11(8):1245.
Yamakage M, Namiki A. Calcium channels—basic aspects of their structure, function and gene encoding; anesthetic action on the channels—a review. Can J Anesth. 2002;49(2):151–64.
Gordon TR, Kocsis JD, Waxman SG. Electrogenic pump (Na+/K+-ATPase) activity in rat optic nerve. Neuroscience. 1990;37(3):829–37.
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