Transcriptome Meta-Analysis Uncovers Cell-Specific Regulatory Relationships in Embryonic, Juvenile, Adult, and Aged Mouse Lens Epithelium and Fibers.

IF 5 2区 医学 Q1 OPHTHALMOLOGY
Matthieu Duot, Sarah Y Coomson, Sanjaya K Shrestha, M V Murali Krishna Nagulla, Yann Audic, Ruteja A Barve, Hongzhan Huang, Carole Gautier-Courteille, Luc Paillard, Salil A Lachke
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Abstract

Purpose: The lens transcriptome has been examined using microarrays and RNA-sequencing (RNA-seq). These omics data are the basis of the bioinformatics web-resource iSyTE that has identified new genes involved in lens development and cataract. The lens predominantly contains epithelial and fiber cells, and yet, presently, iSyTE is based on whole lens data. To gain cell-specific regulatory insights, we meta-analyzed isolated epithelium and fiber transcriptomes from embryonic/postnatal, adult and aged lenses.

Methods: Mouse lens epithelium and fiber transcriptome public datasets at embryonic (E) and postnatal (P) stages E12.5, E14.5, E16.5, E18.5, P0.5, P0, P5, P13, and age one month, three months, six months, and two years were analyzed. Microarray or RNA-seq data were analyzed by appropriate methods and compared to other resources (e.g., Cat-Map, CompBio).

Results: Across all RNA-seq datasets examined, 2466 genes are differentially expressed between epithelium and fibers, of which 106 are cataract-linked. Gene ontology enrichment validates epithelial and fiber expression, corroborating the meta-analysis. Whole embryonic-body-in silico subtraction and other analyses identify several new high-priority epithelial- and/or fiber-enriched genes (e.g., Casz1, Ell2). Furthermore, new insights into cell-specific regulatory processes at distinct stages are identified (e.g., ribonucleoprotein regulation in E12.5 epithelium). Finally, this data is made accessible at iSyTE (https://research.bioinformatics.udel.edu/iSyTE/).

Conclusions: This spatiotemporal transcriptome meta-analysis comprehensively informs on epithelium- and fiber-specific regulatory processes in developing, adult and aged lenses. Notably, it includes the first description of an embryonic stage (i.e., E12.5) representing early primary fiber differentiation, thus informing on the initial transcriptome changes as lens cell-types are readily distinguishable.

转录组荟萃分析揭示了胚胎、幼年、成年和老年小鼠晶状体上皮和纤维中细胞特异性调控关系。
目的:使用微阵列和rna测序(RNA-seq)检测晶状体转录组。这些组学数据是生物信息学网络资源iSyTE的基础,iSyTE已经确定了与晶状体发育和白内障有关的新基因。晶状体主要包含上皮细胞和纤维细胞,然而,目前,iSyTE是基于整个晶状体数据。为了获得细胞特异性调控的见解,我们荟萃分析了来自胚胎/出生后、成人和老年晶状体的分离上皮和纤维转录组。方法:分析小鼠胚胎期(E)和出生后期(P) E12.5、E14.5、E16.5、E18.5、P0.5、P0、P5、P13以及1个月、3个月、6个月和2岁的晶状体上皮和纤维转录组公开数据。采用适当的方法分析微阵列或RNA-seq数据,并与其他资源(例如Cat-Map, CompBio)进行比较。结果:在所检查的所有RNA-seq数据集中,有2466个基因在上皮和纤维之间存在差异表达,其中106个与白内障相关。基因本体富集验证了上皮和纤维的表达,证实了meta分析。全胚胎体硅片减法和其他分析确定了几个新的高优先级上皮和/或纤维富集基因(例如,Casz1, Ell2)。此外,还发现了不同阶段细胞特异性调控过程的新见解(例如,E12.5上皮中的核糖核蛋白调控)。最后,这些数据可以在iSyTE (https://research.bioinformatics.udel.edu/iSyTE/).Conclusions)上获得:这项时空转录组荟萃分析全面地揭示了发育中、成人和老年晶状体中上皮和纤维特异性调节过程。值得注意的是,它包括胚胎阶段(即E12.5)的第一次描述,代表早期初级纤维分化,因此,晶状体细胞类型很容易区分,因此提供了初始转录组变化的信息。
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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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