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转录组分析天然视网膜与视网膜类器官的发育异同

Transcriptomic Analysis of the Developmental Similarities and Differences Between the Native Retina and Retinal Organoids.

机构信息

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出版信息

Invest Ophthalmol Vis Sci. 2020 Mar 9;61(3):6. doi: 10.1167/iovs.61.3.6.

Abstract

PURPOSE

We performed a bioinformatic transcriptome analysis to determine the alteration of gene expression between the native retina and retinal organoids in both mice and humans.

METHODS

The datasets of mouse native retina (GSE101986), mouse retinal organoids (GSE102794), human native retina (GSE104827), and human retinal organoids (GSE119320) were obtained from Gene Expression Omnibus. After normalization, a principal component analysis was performed to categorize the samples. The genes were clustered to classify them. A functional analysis was performed using the bioinformatics tool Gene ontology enrichment to analyze the biological processes of selected genes and cellular components.

RESULTS

The development of retinal organoids is slower than that in the native retina. In the early stage, cell proliferation predominates. Subsequently, neural differentiation is dominant. In the later stage, the dominant differentiated cells are photoreceptors. Additionally, the fatty acid metabolic process and mitochondria-related genes are upregulated over time, and the glycogen catabolic process and activin receptors are gradually downregulated in human retinal organoids. However, these trends are opposite in mouse retinal organoids. There are two peaks in mitochondria-related genes, one in the early development period and another during the photoreceptor development period. It takes about five times longer for human retinal development to achieve similar levels of mouse retinal development.

CONCLUSIONS

Our study reveals the similarities and differences in the developmental features of retinal organoids as well as the corresponding relationship between mouse and human retinal development.

摘要

目的

我们进行了生物信息学转录组分析,以确定在小鼠和人类的原生视网膜和视网膜类器官之间基因表达的变化。

方法

从基因表达综合数据库中获取小鼠原生视网膜(GSE101986)、小鼠视网膜类器官(GSE102794)、人类原生视网膜(GSE104827)和人类视网膜类器官(GSE119320)的数据集。归一化后,进行主成分分析以对样本进行分类。对基因进行聚类以对其进行分类。使用生物信息学工具基因本体富集分析对选定基因的生物学过程和细胞成分进行功能分析。

结果

视网膜类器官的发育速度比原生视网膜慢。在早期,细胞增殖占主导地位。随后,神经分化占主导地位。在后期,分化的主要细胞是光感受器。此外,脂肪酸代谢过程和与线粒体相关的基因随时间上调,而糖原分解代谢过程和激活素受体在人类视网膜类器官中逐渐下调。然而,在小鼠视网膜类器官中,这些趋势相反。与线粒体相关的基因有两个峰值,一个在早期发育阶段,另一个在光感受器发育阶段。人类视网膜的发育大约需要五倍的时间才能达到类似的小鼠视网膜发育水平。

结论

本研究揭示了视网膜类器官在发育特征上的相似性和差异性,以及小鼠和人类视网膜发育之间的对应关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db75/7401421/5728b78390ac/iovs-61-3-6-f001.jpg

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