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全球转录组和共表达网络分析揭示了与马铃薯对干旱胁迫不同生根深度响应相关的品种特异性分子特征。

Global transcriptome and coexpression network analyses reveal cultivar-specific molecular signatures associated with different rooting depth responses to drought stress in potato.

作者信息

Qin Tianyuan, Ali Kazim, Wang Yihao, Dormatey Richard, Yao Panfeng, Bi Zhenzhen, Liu Yuhui, Sun Chao, Bai Jiangping

机构信息

State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou, China.

National Institute for Genomics and Advanced Biotechnology, National Agricultural Research Centre, Islamabad, Pakistan.

出版信息

Front Plant Sci. 2022 Oct 19;13:1007866. doi: 10.3389/fpls.2022.1007866. eCollection 2022.

Abstract

Potato is one of the most important vegetable crops worldwide. Its growth, development and ultimately yield is hindered by drought stress condition. Breeding and selection of deep-rooted and drought-tolerant potato varieties has become a prime approach for improving the yield and quality of potato ( L.) in arid and semiarid areas. A comprehensive understanding of root development-related genes has enabled scientists to formulate strategies to incorporate them into breeding to improve complex agronomic traits and provide opportunities for the development of stress tolerant germplasm. Root response to drought stress is an intricate process regulated through complex transcriptional regulatory network. To understand the rooting depth and molecular mechanism, regulating root response to drought stress in potato, transcriptome dynamics of roots at different stages of drought stress were analyzed in deep (C119) and shallow-rooted (C16) cultivars. Stage-specific expression was observed for a significant proportion of genes in each cultivar and it was inferred that as compared to C16 (shallow-rooted), approximately half of the genes were differentially expressed in deep-rooted cultivar (C119). In C16 and C119, 11 and 14 coexpressed gene modules, respectively, were significantly associated with physiological traits under drought stress. In a comparative analysis, some modules were different between the two cultivars and were associated with differential response to specific drought stress stage. Transcriptional regulatory networks were constructed, and key components determining rooting depth were identified. Through the results, we found that rooting depth (shallow vs deep) was largely determined by plant-type, cell wall organization or biogenesis, hemicellulose metabolic process, and polysaccharide metabolic process. In addition, candidate genes responding to drought stress were identified in deep (C119) and shallow (C16) rooted potato varieties. The results of this study will be a valuable source for further investigations on the role of candidate gene(s) that affect rooting depth and drought tolerance mechanisms in potato.

摘要

马铃薯是全球最重要的蔬菜作物之一。干旱胁迫会阻碍其生长、发育并最终影响产量。培育和选育深根耐旱的马铃薯品种已成为提高干旱和半干旱地区马铃薯产量与品质的主要途径。对根系发育相关基因的全面了解,使科学家能够制定策略,将这些基因融入育种过程,以改善复杂的农艺性状,并为培育耐胁迫种质提供机会。根系对干旱胁迫的响应是一个通过复杂转录调控网络调节的复杂过程。为了解马铃薯根系深度及调控根系对干旱胁迫响应的分子机制,对深根品种(C119)和浅根品种(C16)在干旱胁迫不同阶段的根系转录组动态进行了分析。在每个品种中,相当一部分基因呈现阶段特异性表达,据推断,与浅根品种C16相比,深根品种C119中约有一半的基因差异表达。在C16和C119中,分别有11个和14个共表达基因模块与干旱胁迫下的生理性状显著相关。在比较分析中,两个品种之间的一些模块不同,且与对特定干旱胁迫阶段的差异响应有关。构建了转录调控网络,并确定了决定根系深度的关键成分。通过这些结果,我们发现根系深度(浅根与深根)在很大程度上由植株类型、细胞壁组织或生物合成、半纤维素代谢过程和多糖代谢过程决定。此外,在深根(C119)和浅根(C16)马铃薯品种中鉴定出了响应干旱胁迫的候选基因。本研究结果将为进一步研究影响马铃薯根系深度和耐旱机制的候选基因的作用提供有价值的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e905/9629812/75a36513c3eb/fpls-13-1007866-g001.jpg

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