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多能性和分化的转录轨迹包含具有对偶结构和重复元件含量的基因。

The transcriptional trajectories of pluripotency and differentiation comprise genes with antithetical architecture and repetitive-element content.

机构信息

Computational Medicine Center, Sidney Kimmel College of Medicine, Thomas Jefferson University, 1020 Locust Street, Suite M81, Philadelphia, PA, 19107, USA.

Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA.

出版信息

BMC Biol. 2021 Mar 25;19(1):60. doi: 10.1186/s12915-020-00928-8.

Abstract

BACKGROUND

Extensive molecular differences exist between proliferative and differentiated cells. Here, we conduct a meta-analysis of publicly available transcriptomic datasets from preimplantation and differentiation stages examining the architectural properties and content of genes whose abundance changes significantly across developmental time points.

RESULTS

Analysis of preimplantation embryos from human and mouse showed that short genes whose introns are enriched in Alu (human) and B (mouse) elements, respectively, have higher abundance in the blastocyst compared to the zygote. These highly expressed genes encode ribosomal proteins or metabolic enzymes. On the other hand, long genes whose introns are depleted in repetitive elements have lower abundance in the blastocyst and include genes from signaling pathways. Additionally, the sequences of the genes that are differentially expressed between the blastocyst and the zygote contain distinct collections of pyknon motifs that differ between up- and down-regulated genes. Further examination of the genes that participate in the stem cell-specific protein interaction network shows that their introns are short and enriched in Alu (human) and B (mouse) elements. As organogenesis progresses, in both human and mouse, we find that the primarily short and repeat-rich expressed genes make way for primarily longer, repeat-poor genes. With that in mind, we used a machine learning-based approach to identify gene signatures able to classify human adult tissues: we find that the most discriminatory genes comprising these signatures have long introns that are repeat-poor and include transcription factors and signaling-cascade genes. The introns of widely expressed genes across human tissues, on the other hand, are short and repeat-rich, and coincide with those with the highest expression at the blastocyst stage.

CONCLUSIONS

Protein-coding genes that are characteristic of each trajectory, i.e., proliferation/pluripotency or differentiation, exhibit antithetical biases in their intronic and exonic lengths and in their repetitive-element content. While the respective human and mouse gene signatures are functionally and evolutionarily conserved, their introns and exons are enriched or depleted in organism-specific repetitive elements. We posit that these organism-specific repetitive sequences found in exons and introns are used to effect the corresponding genes' regulation.

摘要

背景

增殖细胞和分化细胞之间存在广泛的分子差异。在这里,我们对来自植入前和分化阶段的公开转录组数据集进行了荟萃分析,研究了在整个发育时间点丰度变化显著的基因的结构特性和内容。

结果

对来自人类和小鼠的植入前胚胎进行分析表明,短基因的内含子富含 Alu(人类)和 B(小鼠)元件,与合子相比,在囊胚中的丰度更高。这些高度表达的基因编码核糖体蛋白或代谢酶。另一方面,长基因的内含子缺乏重复元件,在囊胚中的丰度较低,包括信号通路中的基因。此外,在囊胚和合子之间表达差异的基因的序列包含不同的、在上调和下调基因之间不同的 pyknon 基序集合。进一步研究参与干细胞特异性蛋白质相互作用网络的基因表明,它们的内含子较短,富含 Alu(人类)和 B(小鼠)元件。随着器官发生的进展,在人类和小鼠中,我们发现主要是短的和富含重复的表达基因让位于主要是更长的、重复较少的基因。考虑到这一点,我们使用基于机器学习的方法来识别能够对人类成人组织进行分类的基因特征:我们发现,构成这些特征的最具区分性的基因具有短的内含子和低重复的内含子,包括转录因子和信号级联基因。另一方面,在人类组织中广泛表达的基因的内含子较短,富含重复序列,与囊胚阶段表达最高的基因一致。

结论

每个轨迹(即增殖/多能性或分化)所特有的蛋白质编码基因,在其内含子和外显子长度以及重复元件含量方面表现出相反的偏倚。虽然相应的人类和小鼠基因特征在功能和进化上是保守的,但它们的内含子和外显子在特定于生物体的重复元件中被富集或耗尽。我们假设,在外显子和内含子中发现的这些特定于生物体的重复序列被用于影响相应基因的调节。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/38d4/7995781/ac07d093080f/12915_2020_928_Fig1_HTML.jpg

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