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拟南芥与黑腹果蝇在编码和非编码序列长度以及基因表达方面的比较。

Comparisons between Arabidopsis thaliana and Drosophila melanogaster in relation to Coding and Noncoding Sequence Length and Gene Expression.

作者信息

Caldwell Rachel, Lin Yan-Xia, Zhang Ren

机构信息

School of Biological Sciences, University of Wollongong, Northfields Avenue, Keiraville, Wollongong, NSW 2522, Australia.

National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, Northfields Avenue, Keiraville, Wollongong, NSW 2522, Australia.

出版信息

Int J Genomics. 2015;2015:269127. doi: 10.1155/2015/269127. Epub 2015 May 31.

Abstract

There is a continuing interest in the analysis of gene architecture and gene expression to determine the relationship that may exist. Advances in high-quality sequencing technologies and large-scale resource datasets have increased the understanding of relationships and cross-referencing of expression data to the large genome data. Although a negative correlation between expression level and gene (especially transcript) length has been generally accepted, there have been some conflicting results arising from the literature concerning the impacts of different regions of genes, and the underlying reason is not well understood. The research aims to apply quantile regression techniques for statistical analysis of coding and noncoding sequence length and gene expression data in the plant, Arabidopsis thaliana, and fruit fly, Drosophila melanogaster, to determine if a relationship exists and if there is any variation or similarities between these species. The quantile regression analysis found that the coding sequence length and gene expression correlations varied, and similarities emerged for the noncoding sequence length (5' and 3' UTRs) between animal and plant species. In conclusion, the information described in this study provides the basis for further exploration into gene regulation with regard to coding and noncoding sequence length.

摘要

人们持续关注基因结构和基因表达分析,以确定可能存在的关系。高质量测序技术和大规模资源数据集的进展,增进了对表达数据与大型基因组数据之间关系及交叉引用的理解。尽管表达水平与基因(尤其是转录本)长度之间的负相关已被普遍接受,但文献中关于基因不同区域的影响仍存在一些相互矛盾的结果,其潜在原因尚不清楚。该研究旨在应用分位数回归技术,对植物拟南芥和果蝇黑腹果蝇的编码和非编码序列长度及基因表达数据进行统计分析,以确定是否存在关系,以及这些物种之间是否存在任何差异或相似性。分位数回归分析发现,编码序列长度与基因表达的相关性各不相同,而动物和植物物种之间非编码序列长度(5'和3'非翻译区)出现了相似性。总之,本研究中描述的信息为进一步探索编码和非编码序列长度方面的基因调控提供了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2bda/4465843/22039198f571/IJG2015-269127.001.jpg

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