TY - JOUR
T1 - Omics Analyses in Keratoconus
T2 - from Transcriptomics to Proteomics
AU - Cai, Jingwen
AU - Estes, Amy
AU - Liu, Yutao
N1 - Funding Information:
The authors and their research have been supported by NIH grants R01EY023242, R21EY028671, and P30EY031631 as well as the startup fund from the Medical College of Georgia at Augusta University, Augusta, GA, USA.
Publisher Copyright:
© 2020, Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2020/12
Y1 - 2020/12
N2 - Purpose of Review: To summarize the recent advances in transcriptomics and proteomics studies of keratoconus using advanced genome-wide gene and protein expression profiling techniques. Recent Findings: Second-generation sequencing including RNA sequencing has been widely used to characterize the genome-wide gene expression in corneal tissues or cells affected by keratoconus (KC). Due to variations in sample types, sequencing platforms, and analysis pipelines, different lists of genes have been identified to be differentially expressed in KC-affected samples. Gene ontology and pathway/network analyses have indicated the involvement of genes related with extracellular matrix, WNT signaling, TGFβ pathway, and NRF2-regulated network. High-throughput proteomics studies using mass spectrometry have uncovered many KC-related protein molecules in pathways related with cytoskeleton, cell matrix, TGFβ signaling, and extracellular matrix remodeling, consistent with gene expression profiling. Summary: Both transcriptomics and proteomics studies using genome-wide gene/protein expression profiling techniques have identified significant genes/proteins that may contribute to the pathogenesis of keratoconus. These molecules may be involved in functional categories related with extracellular matrix and TGFβ signaling. It is necessary to perform comprehensive gene/protein expression studies using larger sample size, same type of samples, and up-to-date platform and bioinformatics tools.
AB - Purpose of Review: To summarize the recent advances in transcriptomics and proteomics studies of keratoconus using advanced genome-wide gene and protein expression profiling techniques. Recent Findings: Second-generation sequencing including RNA sequencing has been widely used to characterize the genome-wide gene expression in corneal tissues or cells affected by keratoconus (KC). Due to variations in sample types, sequencing platforms, and analysis pipelines, different lists of genes have been identified to be differentially expressed in KC-affected samples. Gene ontology and pathway/network analyses have indicated the involvement of genes related with extracellular matrix, WNT signaling, TGFβ pathway, and NRF2-regulated network. High-throughput proteomics studies using mass spectrometry have uncovered many KC-related protein molecules in pathways related with cytoskeleton, cell matrix, TGFβ signaling, and extracellular matrix remodeling, consistent with gene expression profiling. Summary: Both transcriptomics and proteomics studies using genome-wide gene/protein expression profiling techniques have identified significant genes/proteins that may contribute to the pathogenesis of keratoconus. These molecules may be involved in functional categories related with extracellular matrix and TGFβ signaling. It is necessary to perform comprehensive gene/protein expression studies using larger sample size, same type of samples, and up-to-date platform and bioinformatics tools.
KW - Cornea
KW - Genetics
KW - Keratoconus
KW - Proteomics
KW - Transcriptomics
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U2 - 10.1007/s40135-020-00253-x
DO - 10.1007/s40135-020-00253-x
M3 - Review article
AN - SCOPUS:85090111188
SN - 2167-4868
VL - 8
SP - 216
EP - 225
JO - Current Ophthalmology Reports
JF - Current Ophthalmology Reports
IS - 4
ER -