Bollam Srikanth, Romana Kirandeep Kaur, Rayaprolu Laavanya, Vemula Anilkumar, Das Roma Rani, Rathore Abhishek, Gandham Prasad, Chander Girish, Deshpande Santosh P, Gupta Rajeev
International Crops Research Institute for the Semi-Arid and Tropics, Patancheru, India.
Front Plant Sci. 2021 Apr 21;12:643192. doi: 10.3389/fpls.2021.643192. eCollection 2021.
Exploring the natural genetic variability and its exploitation for improved Nitrogen Use Efficiency (NUE) in sorghum is one of the primary goals in the modern crop improvement programs. The integrated strategies include high-throughput phenotyping, next generation sequencing (NGS)-based genotyping technologies, and selected candidate gene studies that help understand the detailed physiological and molecular mechanisms underpinning this complex trait. A set of sixty diverse sorghum genotypes was evaluated for different vegetative, reproductive, and yield traits related to NUE in the field (under three N regimes) for two seasons. Significant variations for different yield and related traits under 0 and 50% N confirmed the availability of native genetic variability in sorghum under low N regimes. Sorghum genotypes with distinct genetic background had interestingly similar NUE associated traits. The Genotyping-By-Sequencing based SNPs (>89 K) were used to study the population structure, and phylogenetic groupings identified three distinct groups. The information of grain N and stalk N content of the individuals covered on the phylogenetic groups indicated randomness in the distribution for adaptation under variable N regimes. This study identified promising sorghum genotypes with consistent performance under varying environments, with buffer capacity for yield under low N conditions. We also report better performing genotypes for varied production use-grain, stover, and dual-purpose sorghum having differential adaptation response to NUE traits. Expression profiling of NUE associated genes in shoot and root tissues of contrasting lines (PVK801 and HDW703) grown in varying N conditions revealed interesting outcomes. Root tissues of contrasting lines exhibited differential expression profiles for transporter genes [ammonium transporter (, nitrate transporters ()]; primary assimilatory (glutamine synthetase (, glutamate synthase (, assimilatory genes [nitrite reductase ()]; and amino acid biosynthesis associated gene [glutamate dehydrogenase ()]. Identification and expression profiling of contrasting sorghum genotypes in varying N dosages will provide new information to understand the response of NUE genes toward adaptation to the differential N regimes in sorghum. High NUE genotypes identified from this study could be potential candidates for in-depth molecular analysis and contribute toward the development of N efficient sorghum cultivars.
探索高粱自然遗传变异及其在提高氮利用效率(NUE)方面的应用,是现代作物改良计划的主要目标之一。综合策略包括高通量表型分析、基于下一代测序(NGS)的基因分型技术,以及有助于理解这一复杂性状背后详细生理和分子机制的选定候选基因研究。对一组60个不同的高粱基因型进行了评估,考察了它们在田间(三种施氮水平下)两个季节中与氮利用效率相关的不同营养、生殖和产量性状。在0%和50%施氮量下,不同产量及相关性状存在显著差异,这证实了低氮条件下高粱中存在天然遗传变异。具有不同遗传背景的高粱基因型有趣地表现出相似的氮利用效率相关性状。基于简化基因组测序(GBS)的单核苷酸多态性(>89K)用于研究群体结构,系统发育分组确定了三个不同的组。系统发育组中个体的籽粒氮和茎秆氮含量信息表明,在不同施氮水平下适应过程中的分布具有随机性。本研究鉴定出了在不同环境下表现一致、在低氮条件下具有产量缓冲能力的有前景的高粱基因型。我们还报告了在籽粒、秸秆和两用高粱等不同生产用途方面表现较好的基因型,它们对氮利用效率性状具有不同的适应反应。对在不同氮条件下生长的对比品系(PVK801和HDW703)地上部和根部组织中氮利用效率相关基因进行表达谱分析,揭示了有趣的结果。对比品系的根组织在转运蛋白基因[铵转运蛋白( )、硝酸盐转运蛋白( )]、初级同化基因[谷氨酰胺合成酶( )、谷氨酸合酶( )]、同化基因[亚硝酸还原酶( )]以及氨基酸生物合成相关基因[谷氨酸脱氢酶( )]方面表现出差异表达谱。对不同氮用量下对比高粱基因型的鉴定和表达谱分析,将为理解氮利用效率基因对高粱不同氮水平适应的反应提供新信息。本研究中鉴定出的高氮利用效率基因型可能是深入分子分析的潜在候选材料,并有助于培育氮高效高粱品种。