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同源基因和网络生物学在非模式植物基因功能推断中的应用。

Application of orthology and network biology to infer gene functions in non-model plants.

机构信息

Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium.

Center for Plant Systems Biology, VIB, Ghent, Belgium.

出版信息

Physiol Plant. 2024 Jul-Aug;176(4):e14441. doi: 10.1111/ppl.14441.

Abstract

Approximately 60% of the genes and gene products in the model species Arabidopsis thaliana have been functionally characterized. In non-model plant species, the functional annotation of the gene space is largely based on homology, with the assumption that genes with shared common ancestry have conserved functions. However, the wide variety in possible morphological, physiological, and ecological differences between plant species gives rise to many species- and clade-specific genes, for which this transfer of knowledge is not possible. Other complications, such as difficulties with genetic transformation, the absence of large-scale mutagenesis methods, and long generation times, further lead to the slow characterization of genes in non-model species. Here, we discuss different resources that integrate plant gene function information. Different approaches that support the functional annotation of gene products, based on orthology or network biology, are described. While sequence-based tools to characterize the functional landscape in non-model species are maturing and becoming more readily available, easy-to-use network-based methods inferring plant gene functions are not as prevalent and have limited functionality.

摘要

拟南芥(Arabidopsis thaliana)模式物种中约有 60%的基因和基因产物的功能已被确定。在非模式植物物种中,基因空间的功能注释主要基于同源性,假设具有共同祖先的基因具有保守功能。然而,植物物种之间可能存在的形态、生理和生态差异的多样性导致了许多物种和分支特异性基因,对于这些基因,这种知识的转移是不可能的。其他复杂性,如遗传转化的困难、缺乏大规模诱变方法以及较长的世代时间,进一步导致了非模式物种中基因的缓慢特征描述。在这里,我们讨论了整合植物基因功能信息的不同资源。描述了基于同源性或网络生物学支持基因产物功能注释的不同方法。虽然基于序列的工具可用于描述非模式物种的功能景观,但正在成熟并变得更容易获得,易于使用的基于网络的推断植物基因功能的方法并不常见,并且功能有限。

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