RNA-Seq Analysis Unraveling Novel Genes and Pathways Influencing Corneal Wound Healing

被引:3
作者
Kumar, Rajnish [1 ,2 ]
Tripathi, Ratnakar [1 ,2 ]
Sinha, Nishant R. [1 ,2 ,3 ]
Mohan, Rajiv R. [1 ,2 ,3 ]
机构
[1] Harry S Truman Mem Vet Hosp, Columbia, MO USA
[2] Univ Missouri, Coll Vet Med, Dept Vet Med & Surg, Columbia, MO USA
[3] Univ Missouri, Sch Med, Dept Ophthalmol, Columbia, MO USA
基金
美国国家卫生研究院;
关键词
cornea; fibrosis; RNA-seq; sequencing; wound healing; REMODELING ASSOCIATED 5; COLLAGEN FIBRILLOGENESIS; GROWTH-FACTOR; EXPRESSION; MODEL; TRANSPARENCY; TGF-BETA-1; REVEALS; REPAIR; FETAL;
D O I
10.1167/iovs.65.11.13
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
PURPOSE. Transdifferentiation of corneal fibroblasts to myofibroblasts in the stroma is a central mechanistic event in corneal wound healing. This study sought to characterize genes and pathways influencing transdifferentiation of human corneal fibroblasts (hCSFs) to human corneal myofibroblasts (hCMFs) using RNA sequencing (RNA-seq) to develop comprehensive mechanistic information and identify newer targets for corneal fibrosis management. METHODS. Primary hCSFs were derived from donor human corneas. hCMFs were generated by treating primary hCSFs with transforming growth factor beta 1 (TGF91; 5 ng/mL) for 72 hours under serum-free conditions. RNA was extracted using the RNeasy Plus Mini Kit and subjected to RNA-seq analysis after quality control testing. Differential gene expression, pathway enrichment, and protein-protein network analyses were performed using DESeq2, GSEA/PANTHER/Reactome, and Cytoscape/cytoHubba, respectively. RESULTS. RNA-seq analysis of hCMFs and hCSFs identified 3843 differentially expressed genes and transcripts (adjusted P < 0.05). The log(fold change) >= +/- 1.5 filter showed 816 upregulated and 739 downregulated genes between two cell types. Pathway enrichment analysis showed the highest normalized enrichment score for epithelialto-mesenchymal transition (5.569), followed by mTORC1 signaling (2.949), angiogenesis (2.176), and TGF9 signaling (2.008). Protein-protein interaction network analysis identified the top 20 nodes influencing corneal myofibroblast development. The expression of a novel MXRA5 in corneal stroma and its association with corneal fibrosis was verified by real-time quantitative reverse transcription PCR and immunofluorescence. RNA-seq and gene count files were submitted to the NCBI Gene Expression Omnibus (GSE260476). CONCLUSIONS. This study identified several novel genes involved in myofibroblast development, offering potential targets for developing newer therapeutic strategies for corneal fibrosis.
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页数:18
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共 60 条
[1]  
Andrews S., 2010, FastQC: A Quality Control Tool for High Throughput Sequence Data
[2]   TGF-β promotes fetal gene expression and cell migration velocity in a wound repair model of untransformed intestinal epithelial cells [J].
Anzai, Sho ;
Kawamoto, Ami ;
Nagata, Sayaka ;
Takahashi, Junichi ;
Kawai, Mao ;
Kuno, Reiko ;
Kobayashi, Sakurako ;
Watanabe, Satoshi ;
Suzuki, Kohei ;
Shimizu, Hiromichi ;
Hiraguri, Yui ;
Takeoka, Sayaka ;
Sugihara, Hady Yuki ;
Yui, Shiro ;
Oshima, Shigeru ;
Watanabe, Mamoru ;
Okamoto, Ryuichi .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2020, 524 (03) :533-541
[3]   Cellular and molecular events in corneal wound healing: significance of lipid signalling [J].
Bazan, HEP .
EXPERIMENTAL EYE RESEARCH, 2005, 80 (04) :453-463
[4]   Role of Thrombospondin-1 in Repair of Penetrating Corneal Wounds [J].
Blanco-Mezquita, Jose Tomas ;
Hutcheon, Audrey E. K. ;
Zieske, James D. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2013, 54 (09) :6262-6268
[5]   Transforming Growth Factor β1-Induced NADPH Oxidase-4 Expression and Fibrotic Response in Conjunctival Fibroblasts [J].
Brown, Karl David ;
Shah, Manisha H. ;
Liu, Guei-Sheung ;
Chan, Elsa C. ;
Crowston, Jonathan G. ;
Peshavariya, Hitesh M. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2017, 58 (07) :3011-3017
[6]   Fibromodulin Regulates Collagen Fibrillogenesis During Peripheral Corneal Development [J].
Chen, Shoujun ;
Oldberg, Ake ;
Chakravarti, Shukti ;
Birk, David E. .
DEVELOPMENTAL DYNAMICS, 2010, 239 (03) :844-854
[7]   Ocular aldehyde dehydrogenases: Protection against ultraviolet damage and maintenance of transparency for vision [J].
Chen, Ying ;
Thompson, David C. ;
Koppaka, Vindhya ;
Jester, James V. ;
Vasiliou, Vasilis .
PROGRESS IN RETINAL AND EYE RESEARCH, 2013, 33 :28-39
[8]   Wnt-4 expression is increased in fibroblasts after TGF-β1 stimulation and during fetal and postnatal wound repair [J].
Colwell, Amy S. ;
Krummel, Thomas M. ;
Longaker, Michael T. ;
Lorenz, H. Peter .
PLASTIC AND RECONSTRUCTIVE SURGERY, 2006, 117 (07) :2297-2301
[9]  
Congdon N, 2004, ARCH OPHTHALMOL-CHIC, V122, P477
[10]   Transgelin is a TGFβ-inducible gene that regulates osteoblastic and adipogenic differentiation of human skeletal stem cells through actin cytoskeleston organization [J].
Elsafadi, M. ;
Manikandan, M. ;
Dawud, R. A. ;
Alajez, N. M. ;
Hamam, R. ;
Alfayez, M. ;
Kassem, M. ;
Aldahmash, A. ;
Mahmood, A. .
CELL DEATH & DISEASE, 2016, 7 :e2321-e2321