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利用RNA测序对新生小鼠晶状体上皮细胞和纤维细胞进行比较转录组分析。

Comparative transcriptome analysis of epithelial and fiber cells in newborn mouse lenses with RNA sequencing.

作者信息

Hoang Thanh V, Kumar Praveen Kumar Raj, Sutharzan Sreeskandarajan, Tsonis Panagiotis A, Liang Chun, Robinson Michael L

机构信息

Department of Biology, Miami University, Oxford, OH.

Department of Biology and Center for Tissue Regeneration and Engineering, University of Dayton, Dayton, OH.

出版信息

Mol Vis. 2014 Nov 4;20:1491-517. eCollection 2014.

Abstract

PURPOSE

The ocular lens contains only two cell types: epithelial cells and fiber cells. The epithelial cells lining the anterior hemisphere have the capacity to continuously proliferate and differentiate into lens fiber cells that make up the large proportion of the lens mass. To understand the transcriptional changes that take place during the differentiation process, high-throughput RNA-Seq of newborn mouse lens epithelial cells and lens fiber cells was conducted to comprehensively compare the transcriptomes of these two cell types.

METHODS

RNA from three biologic replicate samples of epithelial and fiber cells from newborn FVB/N mouse lenses was isolated and sequenced to yield more than 24 million reads per sample. Sequence reads that passed quality filtering were mapped to the reference genome using Genomic Short-read Nucleotide Alignment Program (GSNAP). Transcript abundance and differential gene expression were estimated using the Cufflinks and DESeq packages, respectively. Gene Ontology enrichment was analyzed using GOseq. RNA-Seq results were compared with previously published microarray data. The differential expression of several biologically important genes was confirmed using reverse transcription (RT)-quantitative PCR (qPCR).

RESULTS

Here, we present the first application of RNA-Seq to understand the transcriptional changes underlying the differentiation of epithelial cells into fiber cells in the newborn mouse lens. In total, 6,022 protein-coding genes exhibited differential expression between lens epithelial cells and lens fiber cells. To our knowledge, this is the first study identifying the expression of 254 long intergenic non-coding RNAs (lincRNAs) in the lens, of which 86 lincRNAs displayed differential expression between the two cell types. We found that RNA-Seq identified more differentially expressed genes and correlated with RT-qPCR quantification better than previously published microarray data. Gene Ontology analysis showed that genes upregulated in the epithelial cells were enriched for extracellular matrix production, cell division, migration, protein kinase activity, growth factor binding, and calcium ion binding. Genes upregulated in the fiber cells were enriched for proteosome complexes, unfolded protein responses, phosphatase activity, and ubiquitin binding. Differentially expressed genes involved in several important signaling pathways, lens structural components, organelle loss, and denucleation were also highlighted to provide insights into lens development and lens fiber differentiation.

CONCLUSIONS

RNA-Seq analysis provided a comprehensive view of the relative abundance and differential expression of protein-coding and non-coding transcripts from lens epithelial cells and lens fiber cells. This information provides a valuable resource for studying lens development, nuclear degradation, and organelle loss during fiber differentiation, and associated diseases.

摘要

目的

眼球晶状体仅包含两种细胞类型:上皮细胞和纤维细胞。前半球内衬的上皮细胞具有持续增殖并分化为构成晶状体大部分质量的晶状体纤维细胞的能力。为了解分化过程中发生的转录变化,对新生小鼠晶状体上皮细胞和晶状体纤维细胞进行了高通量RNA测序,以全面比较这两种细胞类型的转录组。

方法

从新生FVB/N小鼠晶状体的上皮细胞和纤维细胞的三个生物学重复样本中分离RNA并进行测序,每个样本产生超过2400万条读数。使用基因组短读核苷酸比对程序(GSNAP)将通过质量过滤的序列读数映射到参考基因组。分别使用Cufflinks和DESeq软件包估计转录本丰度和差异基因表达。使用GOseq分析基因本体富集。将RNA测序结果与先前发表的微阵列数据进行比较。使用逆转录(RT)-定量PCR(qPCR)确认了几个生物学上重要基因的差异表达。

结果

在此,我们首次应用RNA测序来了解新生小鼠晶状体中上皮细胞向纤维细胞分化的转录变化。总共6022个蛋白质编码基因在晶状体上皮细胞和晶状体纤维细胞之间表现出差异表达。据我们所知,这是第一项鉴定晶状体中254个长链基因间非编码RNA(lincRNA)表达的研究,其中86个lincRNA在两种细胞类型之间表现出差异表达。我们发现,与先前发表的微阵列数据相比,RNA测序鉴定出更多差异表达基因,并且与RT-qPCR定量的相关性更好。基因本体分析表明,上皮细胞中上调的基因在细胞外基质产生细胞分裂、迁移、蛋白激酶活性、生长因子结合和钙离子结合方面富集。纤维细胞中上调的基因在蛋白酶体复合物、未折叠蛋白反应、磷酸酶活性和泛素结合方面富集。还突出显示了参与几个重要信号通路、晶状体结构成分、细胞器丢失和成核的差异表达基因,以深入了解晶状体发育和晶状体纤维分化。

结论

RNA测序分析提供了晶状体上皮细胞和晶状体纤维细胞中蛋白质编码和非编码转录本的相对丰度和差异表达的全面视图。这些信息为研究纤维分化过程中的晶状体发育、核降解和细胞器丢失以及相关疾病提供了宝贵资源。

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