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植物单细胞基因调控网络:提高应对气候变化应激能力的机会。

Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience.

机构信息

Department of Biological Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.

出版信息

Plant Cell Environ. 2021 Jul;44(7):2006-2017. doi: 10.1111/pce.14012. Epub 2021 Feb 18.

Abstract

Global warming poses major challenges for plant survival and agricultural productivity. Thus, efforts to enhance stress resilience in plants are key strategies for protecting food security. Gene regulatory networks (GRNs) are a critical mechanism conferring stress resilience. Until recently, predicting GRNs of the individual cells that make up plants and other multicellular organisms was impeded by aggregate population scale measurements of transcriptome and other genome-scale features. With the advancement of high-throughput single cell RNA-seq and other single cell assays, learning GRNs for individual cells is now possible, in principle. In this article, we report on recent advances in experimental and analytical methodologies for single cell sequencing assays especially as they have been applied to the study of plants. We highlight recent advances and ongoing challenges for scGRN prediction, and finally, we highlight the opportunity to use scGRN discovery for studying and ultimately enhancing abiotic stress resilience in plants.

摘要

全球变暖给植物生存和农业生产力带来了重大挑战。因此,增强植物的抗逆能力是保障粮食安全的关键策略。基因调控网络(GRN)是赋予植物和其他多细胞生物抗逆能力的关键机制。直到最近,由于对组成植物和其他多细胞生物的单个细胞的转录组和其他基因组规模特征的总体群体规模测量的阻碍,预测个体细胞的 GRN 一直受到阻碍。随着高通量单细胞 RNA-seq 和其他单细胞检测技术的进步,现在原则上可以学习单个细胞的 GRN。在本文中,我们报告了单细胞测序检测实验和分析方法的最新进展,特别是它们在植物研究中的应用。我们强调了 scGRN 预测的最新进展和持续挑战,最后,我们强调了利用 scGRN 发现来研究和最终增强植物的非生物胁迫抗性的机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9dbf/8359182/e50903707af7/PCE-44-2006-g002.jpg

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