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Synthetic biology and artificial intelligence in crop improvement. 合成生物学和人工智能在作物改良中的应用。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-12-12 DOI: 10.1016/j.xplc.2024.101220
Daolei Zhang, Fan Xu, Fanhua Wang, Liang Le, Li Pu

Synthetic biology plays a pivotal role in improving crop traits and increasing bioproduction through the use of engineering principles that purposefully modify plants through "design, build, test, and learn" cycles, ultimately resulting in improved bioproduction based on an input genetic circuit (DNA, RNA, and proteins). Crop synthetic biology is a new tool that uses circular principles to redesign and create innovative biological components, devices, and systems to enhance yields, nutrient absorption, resilience, and nutritional quality. In the digital age, artificial intelligence (AI) has demonstrated great strengths in design and learning. The application of AI has become an irreversible trend, with particularly remarkable potential for use in crop breeding. However, there has not yet been a systematic review of AI-driven synthetic biology pathways for plant engineering. In this review, we explore the fundamental engineering principles used in crop synthetic biology and their applications for crop improvement. We discuss approaches to genetic circuit design, including gene editing, synthetic nucleic acid and protein technologies, multi-omics analysis, genomic selection, directed protein engineering, and AI. We then outline strategies for the development of crops with higher photosynthetic efficiency, reshaped plant architecture, modified metabolic pathways, and improved environmental adaptability and nutrient absorption; the establishment of trait networks; and the construction of crop factories. We propose the development of SMART (self-monitoring, adapted, and responsive technology) crops through AI-empowered synthetic biotechnology. Finally, we address challenges associated with the development of synthetic biology and offer potential solutions for crop improvement.

合成生物学(SynBio)在改善作物性状和提高生物产量方面发挥着关键作用,它利用工程学原理,通过 "设计、构建、测试和学习 "的循环,有目的地改造植物,最终在输入基因回路(DNA、RNA 和蛋白质)的基础上提高生物产量。作物合成生物学是一种新工具,它遵循循环原理,重新设计和创建创新的生物组件、装置和系统,以提高产量、养分吸收、抗逆性和营养质量。在数字时代,人工智能(AI)在设计和学习方面显示出巨大的意义。人工智能的应用已成为不可逆转的趋势,其在作物育种领域的潜力尤为显著。然而,目前还缺乏对人工智能驱动的植物工程合成生物学途径的系统综述。在本综述中,我们将探讨作物合成生物学中采用的基本工程原理及其在作物改良中的应用。基因回路设计方法包括基因编辑、合成核酸和蛋白质技术、多组学分析、基因组选择、定向蛋白质工程和人工智能。然后,我们概述了开发光合效率更高的作物、重塑植物结构、改造作物代谢途径、改善环境适应性和养分吸收、建立性状网络和构建作物工厂的战略。此外,我们还建议通过人工智能驱动的合成生物技术,开发自我监测、适应和响应技术(SMART)作物。此外,我们还探讨了与合成生物学发展相关的挑战,并提出了作物改良的潜在解决方案。
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引用次数: 0
Genetic engineering, including genome editing, for enhancing broad-spectrum disease resistance in crops. 基因工程,包括基因组编辑,用于作物的广谱抗病性。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-11-20 DOI: 10.1016/j.xplc.2024.101195
Xinyu Han, Shumin Li, Qingdong Zeng, Peng Sun, Dousheng Wu, Jianguo Wu, Xiao Yu, Zhibing Lai, Ricky J Milne, Zhensheng Kang, Kabin Xie, Guotian Li

Plant diseases, caused by a wide range of pathogens, severely reduce crop yield and quality, posing a significant threat to global food security. Developing broad-spectrum resistance (BSR) in crops is a key strategy for controlling crop diseases and ensuring sustainable crop production. Cloning disease-resistance (R) genes and understanding their underlying molecular mechanisms provide new genetic resources and strategies for crop breeding. Novel genetic engineering and genome editing tools have accelerated the study and engineering of BSR genes in crops, which is the primary focus of this review. We first summarize recent advances in understanding the plant immune system, followed by an examination of the molecular mechanisms underlying BSR in crops. Finally, we highlight diverse strategies employed to achieve BSR, including gene stacking to combine multiple R genes, multiplexed genome editing of susceptibility genes and promoter regions of executor R genes, editing cis-regulatory elements to fine-tune gene expression, RNA interference, saturation mutagenesis, and precise genomic insertions. The genetic studies and engineering of BSR are accelerating the breeding of disease-resistant cultivars, contributing to crop improvement and enhancing global food security.

由多种病原体引起的植物病害严重降低了作物产量和质量,并对全球粮食安全构成威胁。开发作物的广谱抗性(BSR)是控制作物病害、保障作物生产的关键策略。克隆抗病(R)基因并了解其分子机制为作物育种提供了新的遗传资源和策略。新的基因工程和基因组编辑工具加快了对作物中 BSR 基因和 BSR 工程的研究,这一领域是本综述的主要关注点。我们首先总结了对植物免疫系统认识的最新进展。然后,我们考察了在了解作物 BSR 的分子机制方面取得的进展。最后,我们重点介绍了为实现 BSR 而采用的各种策略,如通过基因堆叠组合多个 R 基因、对易感 (S) 基因和执行 R 基因的启动子进行多重基因组编辑、编辑顺式调控元件以微调基因表达、RNA 干扰、饱和突变和精确基因组插入。对 BSR 的遗传研究和工程设计可加速抗病栽培品种的培育和作物改良,从而保障全球粮食安全。
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引用次数: 0
The gap-free assembly of pepper genome reveals transposable-element-driven expansion and rapid evolution of pericentromeres. 辣椒无间隙基因组揭示了转座元件驱动的扩展和围中心粒的快速进化。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-10-24 DOI: 10.1016/j.xplc.2024.101177
Kang Zhang, Xiang Wang, Shumin Chen, Yuanhang Liu, Lingkui Zhang, Xiaolong Yang, Hailong Yu, Yacong Cao, Lei Zhang, Chengcheng Cai, Jue Ruan, Lihao Wang, Feng Cheng
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引用次数: 0
Pentatricopeptide repeat proteins in plants: Cellular functions, action mechanisms, and potential applications. 植物中的五肽重复蛋白:细胞功能、作用机制和潜在应用。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-12-05 DOI: 10.1016/j.xplc.2024.101203
Yong Wang, Bao-Cai Tan

Pentatricopeptide repeat (PPR) proteins are involved in nearly all aspects of post-transcriptional processing in plant mitochondria and plastids, playing vital roles in plant growth, development, cytoplasmic male sterility restoration, and responses to biotic and abiotic stresses. Over the last three decades, significant advances have been made in understanding the functions of PPR proteins and the primary mechanisms through which they mediate post-transcriptional processing. This review aims to summarize these advancements, highlighting the mechanisms by which PPR proteins facilitate RNA editing, intron splicing, and RNA maturation in the context of organellar gene expression. We also present the latest progress in PPR engineering and discuss its potential as a biotechnological tool. Additionally, we discuss key challenges and questions that remain in PPR research.

五肽重复(PPR)蛋白参与了植物线粒体和质体转录后加工的几乎所有方面,在植物生长发育、细胞质雄性不育(CMS)恢复以及对生物和非生物胁迫的响应中起着至关重要的作用。通过过去三十年的研究,PPR的功能和PPR蛋白介导转录后加工的主要机制已经被揭示。在这里,我们旨在总结PPR研究的进展,重点介绍PPR蛋白如何在细胞器基因表达的背景下介导RNA编辑、内含子剪接和RNA成熟的机制。我们还介绍了PPR工程的最新进展,并展望了其作为生物技术工具的潜在应用前景。此外,我们还讨论了需要回答的进一步问题。
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引用次数: 0
Agricultural landscape genomics to increase crop resilience.
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2025-01-22 DOI: 10.1016/j.xplc.2025.101260
Quinn Campbell, James A Bedford, Yue Yu, Anna Halpin-McCormick, Nora Castaneda-Alvarez, Bryan Runck, Jeffrey Neyhart, Patrick Ewing, Daniel Ortiz-Barrientos, Lexuan Gao, Diane Wang, Mark A Chapman, Loren H Rieseberg, Michael B Kantar

Populations are continually adapting to their environment. Knowledge of which populations and individuals harbor unique and agriculturally useful variations has the potential to accelerate crop adaptation to the increasingly challenging environments predicted for the coming century. Landscape genomics, which identifies associations between environmental and genomic variation, provides a means for obtaining this knowledge. However, despite extensive efforts to assemble and characterize ex situ collections of crops and their wild relatives, gaps remain in the genomic and environmental datasets needed to robustly implement this approach. This article outlines the history of landscape genomics, which, to date, has mainly been used in conservation and evolutionary studies, provides an overview of crops and wild relative collections that have the necessary data for implementation and identifies areas where new data generation is needed. We find that 60% of the crops covered by the International Treaty on Plant Genetic Resources for Food and Agriculture lack the data necessary to conduct this kind of analysis, necessitating identification of crops in need of more collections, sequencing, or phenotyping. By highlighting these aspects, we aim to help develop agricultural landscape genomics as a sub-discipline that brings together evolutionary genetics, landscape ecology, and plant breeding, ultimately enhancing the development of resilient and adaptable crops for future environmental challenges.

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引用次数: 0
The U-box ubiquitin ligase TUD1 promotes brassinosteroid-induced GSK2 degradation in rice.
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2025-01-30 DOI: 10.1016/j.xplc.2025.101255
Dapu Liu, Xiaoxing Zhang, Qingliang Li, Yunhua Xiao, Guoxia Zhang, Wenchao Yin, Mei Niu, Wenjing Meng, Nana Dong, Jihong Liu, Yanzhao Yang, Qi Xie, Chengcai Chu, Hongning Tong
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引用次数: 0
CRISPR-mediated targeted mutagenesis for improving nitrogen use efficiency in japonica rice. CRISPR-mediated Targeted Mutagenesis for Improving Nitrogen Use Efficiency of Japonica Rice.
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-11-05 DOI: 10.1016/j.xplc.2024.101189
Yajun Tao, Zhihui Chen, Yang Xu, Fangquan Wang, Yanjie Jiang, Fangjun Fan, Wenqi Li, Jianping Zhu, Xia Li, Jun Wang, Qian-Hao Zhu, Guohua Xu, Jie Yang
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引用次数: 0
Breeding herbicide-resistant rice using CRISPR-Cas gene editing and other technologies. 利用 CRISPR/Cas 基因编辑和其他技术培育抗除草剂水稻(Oryza sativa)。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-10-12 DOI: 10.1016/j.xplc.2024.101172
Qiyu Luo, Yao-Guang Liu

The emergence of herbicide-resistant weeds in crop fields and the extensive use of herbicides have led to a decrease in rice (Oryza sativa) yields and an increase in production costs. To address these challenges, researchers have focused on the discovery of new germplasm resources with herbicide resistance. The most promising candidate genes have been functionally studied and applied in rice breeding. Here, we review recent progress in the breeding of herbicide-resistant rice. We provide examples of various techniques used to breed herbicide-resistant rice, such as physical and chemical mutagenesis, genetic transformation, and CRISPR-Cas-mediated gene editing. We highlight factors involved in the breeding of herbicide-resistant rice, including target genes, rice varieties, degrees of herbicide resistance, and research tools. Finally, we suggest methods for breeding herbicide-resistant rice that could potentially be used for weed management in direct-seeding farm systems.

作物田中抗除草剂杂草的出现和除草剂的广泛使用导致了水稻(Oryza sativa)产量的下降和生产成本的增加。为应对这些挑战,研究人员致力于发现具有抗除草剂能力的新种质资源。这些基因中最有希望的候选基因已被功能研究并应用于水稻育种。在此,我们回顾了抗除草剂水稻育种的最新进展。我们提供了利用物理和化学诱变、遗传转化和 CRISPR/Cas 介导的基因编辑等各种技术培育抗除草剂水稻的实例。此外,我们还重点介绍了培育抗除草剂水稻的相关因素,包括目标基因、水稻品种、抗除草剂程度以及所使用的工具。最后,我们提出了培育抗除草剂水稻的方法,这些方法有可能应用于直播耕作系统中的杂草管理。
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引用次数: 0
RNA modifications in plant adaptation to abiotic stresses. RNA修饰在植物适应非生物胁迫中的作用。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-12-21 DOI: 10.1016/j.xplc.2024.101229
Jing Cai, Ling Shen, Hunseung Kang, Tao Xu

Epitranscriptomic chemical modifications of RNAs have emerged as potent regulatory mechanisms in the process of plant stress adaptation. Currently, over 170 distinct chemical modifications have been identified in mRNAs, tRNAs, rRNAs, microRNAs (miRNAs), and long noncoding RNAs (lncRNAs). Genetic and molecular studies have identified the genes responsible for addition and removal of chemical modifications from RNA molecules, which are known as "writers" and "erasers," respectively. N6-methyladenosine (m6A) is the most prevalent chemical modification identified in eukaryotic mRNAs. Recent studies have identified m6A writers and erasers across different plant species, including Arabidopsis (Arabidopsis thaliana), rice (Oryza sativa), cotton (Gossypium hirsutum), and tomato (Solanum lycopersicum). Accumulating discoveries have improved our understanding of the functions of RNA modifications in plant stress responses. This review highlights the latest research on RNA modification, emphasizing the biological and cellular roles of diverse chemical modifications of mRNAs, tRNAs, rRNAs, miRNAs, and lncRNAs in plant responses to environmental and hormonal signals. We also propose and discuss critical questions and future challenges for enhancing our understanding of the cellular and mechanistic roles of RNA modifications in plant stress responses. Integrating molecular insights into the regulatory roles of RNA modifications in stress responses with novel genome- and RNA-editing technologies will facilitate the breeding of stress-tolerant crops through precise engineering of RNA modifications.

rna的表观转录组化学修饰已成为植物逆境适应过程中强有力的调控机制。目前,在mrna、trna、RNAs、microRNAs (miRNAs)和长链非编码rna (lncRNAs)中已经发现了170多种不同的化学修饰。基因和分子研究已经确定了负责在RNA分子上添加和去除化学修饰的基因,分别被称为“书写者”和“擦除者”。在已发现的mrna的化学修饰中,n6 -甲基腺苷(m6A)是真核mrna中最常见的修饰。最近的研究已经在不同的植物物种中发现了m6A写入和擦除,包括拟南芥(Arabidopsis thaliana)、水稻(Oryza sativa)、棉花(Gossypium hirsutum)和番茄(Solanum lycopersicum)。不断积累的发现提高了我们对RNA修饰在植物逆境反应中的功能的理解。本文综述了RNA修饰研究的最新进展,重点介绍了mrna、trna、rnas、mirna和lncrna的各种化学修饰在植物响应环境和激素信号中的生物学和细胞作用。此外,我们提出并讨论了关键问题和未来的挑战,以加强我们对RNA修饰在植物逆境反应中的细胞和机制作用的理解。将RNA修饰在逆境反应中的调控作用与新的基因组和RNA编辑技术相结合,将有助于通过RNA修饰的精确工程培育出耐胁迫作物。
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引用次数: 0
The developments and prospects of plant super-pangenomes: Demands, approaches, and applications. 植物超级泛基因组的研究进展与展望:需求、方法与应用
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-10 Epub Date: 2024-12-24 DOI: 10.1016/j.xplc.2024.101230
Wenchuang He, XiaoXia Li, Qian Qian, Lianguang Shang

By integrating genomes from different accessions, pangenomes provide a more comprehensive and reference-bias-free representation of genetic information within a population compared to a single reference genome. With the rapid accumulation of genomic sequencing data and the expanding scope of plant research, plant pangenomics has gradually evolved from single-species to multi-species studies. This shift has given rise to the concept of a super-pangenome that covers all genomic sequences within a genus-level taxonomic group. By incorporating both cultivated and wild species, the super-pangenome has greatly enhanced the resolution of research in various areas such as plant genetic diversity, evolution, domestication, and molecular breeding. In this review, we present a comprehensive overview of the plant super-pangenome, emphasizing its development requirements, construction strategies, potential applications, and notable achievements. We also highlight the distinctive advantages and promising prospects of super-pangenomes while addressing current challenges and future directions.

通过整合不同物种的基因组,泛基因组可以提供比单一参考基因组更全面、无参考偏倚的种群遗传信息。随着基因组测序数据的快速积累和植物研究范围的扩大,近年来植物泛基因组学研究的重点逐渐从单一物种向多物种发展,产生了覆盖属级分类类群所有基因组序列的超级泛基因组概念。通过整合更多的栽培和野生物种,超级泛基因组在解决植物遗传多样性、进化、驯化和分子育种等多个研究领域做出了重大贡献。本文就植物超级泛基因组的独特价值、开发需求、构建方法、潜在应用和研究成果等方面进行综述。我们强调了超级泛基因组的独特优势和广阔前景,并讨论了当前面临的挑战和未来的发展方向。
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引用次数: 0
期刊
Plant Communications
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