Milletomics: a metabolomics centered integrated omics approach toward genetic progression

IF 3.9 4区 生物学 Q1 GENETICS & HEREDITY Functional & Integrative Genomics Pub Date : 2024-09-02 DOI:10.1007/s10142-024-01430-y
Saikat Mazumder, Debasmita Bhattacharya, Dibyajit Lahiri, Moupriya Nag
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Abstract

Producing alternative staple foods like millet will be essential to feeding ten billion people by 2050. The increased demand for millet is driving researchers to improve its genetic variation. Millets include protein, dietary fiber, phenolic substances, and flavonoid components. Its climate resilience makes millet an appealing crop for agronomic sustainability. Integrative omics technologies could potentially identify and develop millets with desirable phenotypes that may have high agronomic value. Millets’ salinity and drought tolerance have been enhanced using transcriptomics. In foxtail, finger, and pearl millet, proteomics has discovered salt-tolerant protein, phytohormone-focused protein, and drought tolerance. Metabolomics studies have revealed that certain metabolic pathways including those involving lignin, flavonoids, phenylpropanoid, and lysophospholipids are critical for many processes, including seed germination, photosynthesis, energy metabolism, and the synthesis of bioactive chemicals necessary for drought tolerance. Metabolomics integration with other omics revealed metabolome engineering and trait-specific metabolite creation. Integrated metabolomics and ionomics are still in the development stage, but they could potentially assist in comprehending the pathway of ionomers to control nutrient levels and biofortify millet. Epigenomic analysis has shown alterations in DNA methylation patterns and chromatin structure in foxtail and pearl millets in response to abiotic stress. Whole-genome sequencing utilizing next-generation sequencing is the most proficient method for finding stress-induced phytoconstituent genes. New genome sequencing enables novel biotechnological interventions including genome-wide association, mutation-based research, and other omics approaches. Millets can breed more effectively by employing next-generation sequencing and genotyping by sequencing, which may mitigate climate change. Millet marker-assisted breeding has advanced with high-throughput markers and combined genotyping technologies.

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小米组学:一种以代谢组学为中心、面向遗传进展的综合组学方法。
到 2050 年,要养活 100 亿人,生产小米等替代主食至关重要。对小米需求的增加促使研究人员不断改进小米的遗传变异。小米含有蛋白质、膳食纤维、酚类物质和类黄酮成分。小米对气候的适应能力使其成为一种具有农艺可持续性的作物。综合表型技术有可能识别和开发出具有理想表型的黍,这些表型可能具有很高的农艺价值。利用转录组学提高了黍的耐盐性和耐旱性。在狐尾黍、指黍和珍珠黍中,蛋白质组学发现了耐盐蛋白、植物激素重点蛋白和耐旱性。代谢组学研究揭示了某些代谢途径,包括涉及木质素、类黄酮、苯丙酮和溶血磷脂的代谢途径,对种子萌发、光合作用、能量代谢和耐旱性所需的生物活性化学物质的合成等许多过程至关重要。代谢组学与其他全局组学的整合揭示了代谢组工程和性状特异性代谢物的产生。综合代谢组学和离子组学仍处于开发阶段,但它们可能有助于理解离子组控制营养水平和生物强化小米的途径。表观基因组学分析表明,狐尾黍和珍珠黍的DNA甲基化模式和染色质结构会对非生物胁迫做出反应。利用新一代测序技术进行全基因组测序是发现胁迫诱导植物基因的最有效方法。新的基因组测序技术可实现新的生物技术干预,包括全基因组关联、基于突变的研究和其他 Omics 方法。通过采用下一代测序和基因分型测序,可以更有效地培育小米,从而缓解气候变化。利用高通量标记和组合基因分型技术,黍类标记辅助育种取得了进展。
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来源期刊
CiteScore
3.50
自引率
3.40%
发文量
92
审稿时长
2 months
期刊介绍: Functional & Integrative Genomics is devoted to large-scale studies of genomes and their functions, including systems analyses of biological processes. The journal will provide the research community an integrated platform where researchers can share, review and discuss their findings on important biological questions that will ultimately enable us to answer the fundamental question: How do genomes work?
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