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圆锥角膜的组学分析:从转录组学到蛋白质组学

Omics analyses in keratoconus: from transcriptomics to proteomics.

作者信息

Cai Jingwen, Estes Amy, Liu Yutao

机构信息

Department of Cellular Biology and Anatomy, Augusta University, Augusta, GA 30912.

Department of Ophthalmology, Augusta University, Augusta, GA 30912.

出版信息

Curr Ophthalmol Rep. 2020 Dec;8(4):216-225. doi: 10.1007/s40135-020-00253-x. Epub 2020 Sep 2.

Abstract

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. Due to different sample types, sequencing platforms, and analysis pipeline, 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, up-to-date platform and bioinformatics tools.

摘要

综述目的

使用先进的全基因组基因和蛋白质表达谱分析技术,总结圆锥角膜转录组学和蛋白质组学研究的最新进展。

最新发现

包括RNA测序在内的第二代测序已被广泛用于表征受圆锥角膜影响的角膜组织或细胞中的全基因组基因表达。由于样本类型、测序平台和分析流程不同,已鉴定出不同的基因列表在受圆锥角膜影响的样本中差异表达。基因本体论和通路/网络分析表明,与细胞外基质、WNT信号通路、TGFβ通路和NRF2调节网络相关的基因参与其中。使用质谱的高通量蛋白质组学研究在与细胞骨架、细胞基质、TGFβ信号传导和细胞外基质重塑相关的通路中发现了许多与圆锥角膜相关的蛋白质分子,这与基因表达谱一致。

总结

使用全基因组基因/蛋白质表达谱分析技术的转录组学和蛋白质组学研究均已鉴定出可能导致圆锥角膜发病机制的重要基因/蛋白质。这些分子可能参与与细胞外基质和TGFβ信号传导相关的功能类别。有必要使用更大的样本量、相同类型的样本、最新的平台和生物信息学工具进行全面的基因/蛋白质表达研究。

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