RNA-Seq Study of Human Lens Epithelial Cells: Differentially Expressed Genes and Pathways in Steroid, Uveitic, Post-Vitrectomy, and Senile Cataracts.

IF 5 2区 医学 Q1 OPHTHALMOLOGY
Carrie Fei, Michael R Dong, Sean Byars, Jaynish S Shah, Anthony J Hall, Lyndell L Lim
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Abstract

Purpose: Secondary causes of cataract contribute to significant morbidity, but their pathogeneses are not well understood. This RNA sequencing study aimed to be the first to quantify and compare the transcriptome of the uveitic, steroid-induced, and post-vitrectomy cataract, using age-related cataracts (ARCs) as the study control.

Methods: Between March and July 2023 in Melbourne (VIC, Australia), human anterior lens capsules were prospectively collected during surgery from ARCs (n = 36), as well as steroid-induced (n = 23), uveitic (n = 25), and post-vitrectomy (n = 13) cataracts, and they were stabilized in RNAlater reagent. The Australian Genome Research Facility performed RNA isolation with RNeasy Mini and library preparation and sequencing using the Illumina workflow. Quality control was performed with the Agilent 2200 TapeStation. Bioinformatic analysis of RNA sequencing data identified differentially expressed genes (DEGs), defined as those with a log fold change ≥ 1 and false discovery rate (FDR) < 0.05.

Results: Differential gene expression analysis demonstrated significant differences between the transcriptome of age-related versus uveitic cataract (345 DEGs), steroid-induced versus uveitic cataract (117 DEGs), and age-related versus post-vitrectomy cataract (30 DEGs in the subgroup without removal of silicone oil [ROSO] and 1347 DEGs in the subgroup with ROSO). No DEGs were identified between age-related and steroid-induced cataracts.

Conclusions: To our knowledge, this is the first large-scale gene expression study focusing on these secondary cataracts. This dataset will assist in forming a broader knowledge base of secondary cataract pathogenesis and inform future research in this area, particularly in the selection of specific genes and investigating their impact on cataract development through animal model studies.

人晶状体上皮细胞的RNA-Seq研究:类固醇、葡萄膜、玻璃体切除术后和老年性白内障的差异表达基因和途径。
目的:白内障的继发原因是白内障发病的重要原因,但其发病机制尚不清楚。这项RNA测序研究旨在首次量化和比较玻璃体白内障、类固醇诱导白内障和玻璃体切除术后白内障的转录组,并以年龄相关性白内障(arc)作为研究对照。方法:于2023年3月至7月在澳大利亚墨尔本(VIC, Australia),前瞻性收集术中arc患者(36例)、类固醇诱导白内障患者(23例)、葡萄膜性白内障患者(25例)和玻璃体切除术后白内障患者(13例)的人工晶状体囊,并将其在RNAlater试剂中稳定。Australian Genome Research Facility使用RNeasy Mini进行RNA分离,使用Illumina工作流程进行文库制备和测序。质量控制采用Agilent 2200测试站。RNA测序数据的生物信息学分析鉴定出差异表达基因(DEGs),定义为对数倍变化≥1且错误发现率(FDR) < 0.05的基因。结果:差异基因表达分析显示,年龄相关的白内障与葡萄膜性白内障(345 DEGs)、类固醇诱导的白内障与葡萄膜性白内障(117 DEGs)、年龄相关的白内障与玻璃体切除术后的白内障(未去除硅油[ROSO]亚组为30 DEGs, ROSO亚组为1347 DEGs)的转录组存在显著差异。年龄相关性白内障和类固醇性白内障之间未发现deg。结论:据我们所知,这是第一次针对这些继发性白内障的大规模基因表达研究。该数据集将有助于形成继发性白内障发病机制的更广泛的知识库,并为该领域的未来研究提供信息,特别是在特定基因的选择和通过动物模型研究其对白内障发展的影响方面。
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来源期刊
CiteScore
6.90
自引率
4.50%
发文量
339
审稿时长
1 months
期刊介绍: Investigative Ophthalmology & Visual Science (IOVS), published as ready online, is a peer-reviewed academic journal of the Association for Research in Vision and Ophthalmology (ARVO). IOVS features original research, mostly pertaining to clinical and laboratory ophthalmology and vision research in general.
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