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MirGeneDB 数据库中人类 microRNAs 的距离分布。

The distance distribution of human microRNAs in MirGeneDB database.

机构信息

Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, 30010, Taiwan.

出版信息

Sci Rep. 2022 Oct 21;12(1):17696. doi: 10.1038/s41598-022-22253-6.

Abstract

MicroRNAs (miRNAs) are small single-stranded non-coding RNAs around 22 nucleotide lengths found in organisms, playing an important role in cell differentiation, development, gene regulation, and apoptosis. The distance of disease miRNA biomarkers has been used to explore the association between various diseases as well as the association between virus and disease in the literature. To date, there have been no studies on deriving the distribution of the pairwise distance of human miRNAs. As the pairwise distance of miRNA biomarkers might be a useful tool in studying the disease association, in this paper, the distance distributions of human miRNAs were derived such that they could be used to measure the closeness between miRNAs. Two distance models were used to calculate the pairwise distances of 567 Homo sapiens miRNA genes accessed from the MirGeneDB database. These miRNA pairwise distances were fitted by the normal distribution, gamma distribution, empirical cumulative distribution, and the kernel density estimation method. This is the first study to provide the distance distribution of human miRNAs. The similarity of miRNA biomarkers for several diseases was examined using the derived distributions.

摘要

微小 RNA(miRNA)是生物体内约 22 个核苷酸长度的小单链非编码 RNA,在细胞分化、发育、基因调控和细胞凋亡中发挥重要作用。疾病 miRNA 生物标志物的距离已被用于探索文献中各种疾病之间的关联以及病毒与疾病之间的关联。迄今为止,还没有关于推导人类 miRNA 对距离分布的研究。由于 miRNA 生物标志物的对距离可能是研究疾病关联的有用工具,因此在本文中推导了人类 miRNA 的距离分布,以便用于测量 miRNA 之间的接近程度。使用两种距离模型计算了从 MirGeneDB 数据库访问的 567 个人类 miRNA 基因的成对距离。通过正态分布、伽马分布、经验累积分布和核密度估计方法对这些 miRNA 对距离进行了拟合。这是首次提供人类 miRNA 距离分布的研究。使用推导的分布检查了几种疾病的 miRNA 生物标志物的相似性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/82ae/9587017/a47c347e2667/41598_2022_22253_Fig1_HTML.jpg

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