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CAFRI-Rice:用于加速水稻功能基因组学研究的CRISPR适用功能冗余检查器

CAFRI-Rice: CRISPR applicable functional redundancy inspector to accelerate functional genomics in rice.

作者信息

Hong Woo-Jong, Kim Yu-Jin, Kim Eui-Jung, Kumar Nalini Chandran Anil, Moon Sunok, Gho Yun-Shil, Yoou Myeong-Hyun, Kim Sun Tae, Jung Ki-Hong

机构信息

Graduate School of Biotechnology & Crop Biotech Institute, Kyung Hee University, Yongin, 17104, South Korea.

Department of Plant Bioscience, Pusan National University, Miryang, 50463, South Korea.

出版信息

Plant J. 2020 Oct;104(2):532-545. doi: 10.1111/tpj.14926. Epub 2020 Aug 31.

Abstract

Rice (Oryza sativa L.) is a staple crop with agricultural traits that have been intensively investigated. However, despite the variety of mutant population and multi-omics data that have been generated, rice functional genomic research has been bottlenecked due to the functional redundancy in the genome. This phenomenon has masked the phenotypes of knockout mutants by functional compensation and redundancy. Here, we present an intuitive tool, CRISPR applicable functional redundancy inspector to accelerate functional genomics in rice (CAFRI-Rice; cafri-rice.khu.ac.kr). To create this tool, we generated a phylogenetic heatmap that can estimate the similarity between protein sequences and expression patterns, based on 2,617 phylogenetic trees and eight tissue RNA-sequencing datasets. In this study, 33,483 genes were sorted into 2,617 families, and about 24,980 genes were tested for functional redundancy using a phylogenetic heatmap approach. It was predicted that 7,075 genes would have functional redundancy, according to the threshold value validated by an analysis of 111 known genes functionally characterized using knockout mutants and 5,170 duplicated genes. In addition, our analysis demonstrated that an anther/pollen-preferred gene cluster has more functional redundancy than other clusters. Finally, we showed the usefulness of the CAFRI-Rice-based approach by overcoming the functional redundancy between two root-preferred genes via loss-of-function analyses as well as confirming the functional dominancy of three genes through a literature search. This CAFRI-Rice-based target selection for CRISPR/Cas9-mediated mutagenesis will not only accelerate functional genomic studies in rice but can also be straightforwardly expanded to other plant species.

摘要

水稻(Oryza sativa L.)是一种主要作物,其农业性状已得到深入研究。然而,尽管已经产生了各种突变体群体和多组学数据,但由于基因组中的功能冗余,水稻功能基因组学研究一直受到瓶颈限制。这种现象通过功能补偿和冗余掩盖了基因敲除突变体的表型。在这里,我们展示了一种直观的工具——CRISPR适用功能冗余检查器,以加速水稻功能基因组学研究(CAFRI-Rice;cafri-rice.khu.ac.kr)。为了创建这个工具,我们基于2617个系统发育树和八个组织RNA测序数据集生成了一个系统发育热图,该热图可以估计蛋白质序列和表达模式之间的相似性。在本研究中,33483个基因被分为2617个家族,约24980个基因使用系统发育热图方法进行了功能冗余测试。根据对111个使用基因敲除突变体功能表征的已知基因和5170个重复基因的分析验证的阈值,预测有7075个基因具有功能冗余。此外,我们的分析表明,花药/花粉偏好基因簇比其他簇具有更多的功能冗余。最后,我们通过功能丧失分析克服了两个根偏好基因之间的功能冗余,并通过文献检索证实了三个基因的功能优势,从而展示了基于CAFRI-Rice方法的实用性。这种基于CAFRI-Rice的CRISPR/Cas9介导诱变的靶标选择不仅将加速水稻功能基因组学研究,而且还可以直接扩展到其他植物物种。

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