Integrative multi-omics and biotechnology for climate resilience and micronutrient biofortification in millets: from trait discovery to precision crop improvement

IF 6.7 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Current Research in Biotechnology Pub Date : 2026-01-01 Epub Date: 2026-10-10 DOI:10.1016/j.crbiot.2026.100426
Stanislaus Antony Ceasar, A.R. Sree Rathna, Gholamreza Abdi
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Abstract

Millets are small-seeded cereals of the family Poaceae that tolerate drought, heat and poor soils. Their grains are rich in iron, zinc, calcium and phenolic antioxidants. Finger millet is exceptionally rich in calcium, and pearl millet is a good source of iron and zinc. These properties make millet crops useful for tackling climate change and micronutrient malnutrition. This review brings together recent progress in genomics, transcriptomics, proteomics, metabolomics, ionomics, epigenomics, phenomics and genome editing in these crops. Foxtail millet, pearl millet and finger millet now have chromosome-scale reference genomes and multi-omics databases, and pan-genome assemblies are available for foxtail millet, pearl millet and proso millet. In these three species, the stress-signaling network is built around abscisic acid (ABA) signaling, several transcription factor families, reactive oxygen species (ROS) scavenging and osmolyte metabolism. Genetic transformation was long the main bottleneck, but this is now changing. Foxtail millet supports a set of validated genome edits, including base editing and edits that improve grain amino acid quality. High-throughput and simplified protocols are extending transformation to pearl millet and finger millet and genome editing to pearl millet. Research on proso millet, little millet, kodo millet and barnyard millet lags behind. One major gap remains. The molecular machinery that controls micronutrient loading, including metal transporters, chelators and storage proteins, is still poorly understood. We suggest three priorities: biofortification based on mechanism; a transformation and editing platform that works across millet species; and precision breeding that links genomic prediction with digital phenomics and artificial intelligence.
水稻气候适应性和微量营养素生物强化的综合多组学和生物技术:从性状发现到精准作物改良
小米是禾本科的小种子谷物,能耐受干旱、高温和贫瘠的土壤。他们的谷物富含铁、锌、钙和酚类抗氧化剂。小米的钙含量特别丰富,珍珠小米是铁和锌的良好来源。这些特性使谷子作物对应对气候变化和微量营养素营养不良非常有用。本文综述了这些作物基因组学、转录组学、蛋白质组学、代谢组学、基因组学、表观基因组学、表型组学和基因组编辑的最新进展。谷子、珍珠谷子和指谷子现在已经有了染色体尺度的参考基因组和多组学数据库,谷子、珍珠谷子和proso谷子的泛基因组组装已经可用。在这三个物种中,胁迫信号网络是围绕脱落酸(ABA)信号、几个转录因子家族、活性氧(ROS)清除和渗透代谢建立的。长期以来,基因转化一直是主要的瓶颈,但现在这种情况正在改变。谷子支持一系列经过验证的基因组编辑,包括碱基编辑和改善谷物氨基酸质量的编辑。高通量和简化协议正在将转化扩展到珍珠粟和手指粟,将基因组编辑扩展到珍珠粟。对proso小米、little小米、kodo小米、barnyard小米的研究比较滞后。一个主要的差距仍然存在。控制微量营养素装载的分子机制,包括金属转运体、螯合剂和储存蛋白,仍然知之甚少。我们建议三个重点:基于机理的生物强化;一个适用于各种小米的转化和编辑平台;以及将基因组预测与数字表型组学和人工智能联系起来的精确育种。
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来源期刊
Current Research in Biotechnology
Current Research in Biotechnology Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
6.70
自引率
3.60%
发文量
50
审稿时长
38 days
期刊介绍: Current Research in Biotechnology (CRBIOT) is a new primary research, gold open access journal from Elsevier. CRBIOT publishes original papers, reviews, and short communications (including viewpoints and perspectives) resulting from research in biotechnology and biotech-associated disciplines. Current Research in Biotechnology is a peer-reviewed gold open access (OA) journal and upon acceptance all articles are permanently and freely available. It is a companion to the highly regarded review journal Current Opinion in Biotechnology (2018 CiteScore 8.450) and is part of the Current Opinion and Research (CO+RE) suite of journals. All CO+RE journals leverage the Current Opinion legacy-of editorial excellence, high-impact, and global reach-to ensure they are a widely read resource that is integral to scientists' workflow.
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