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Development and application of transcriptomics technologies in plant science 植物科学中转录组学技术的开发与应用
Pub Date : 2024-05-01 DOI: 10.1016/j.cropd.2024.100057
Han Wang , Yueting Xu , Zhizhong Zhang , Guoping Zhang , Cong Tan , Lingzhen Ye

Over the past decade, bulk RNA sequencing (RNA-seq) has become an indispensable tool in molecular biology, and have made the novel development, with two innovative methodologies being developed, single-cell RNA sequencing (scRNA-seq) technology and spatial transcriptome (ST) technology. The scRNA-seq technology allows researchers to analyze gene expression in individual cells, providing more detailed information relative to the past technologies. Meanwhile, ST technology overcomes the limitations of single-cell sequencing in terms of loss of spatial information, enabling scientists to better understand the spatial distribution of gene expression within tissues. These advancements of transcriptomics technologies revolutionize the field of genomics and have been widely used in disease diagnosis and medicine. However, they are less utilized in plant research. This review describes the development, advantage and limitations of three transcriptomics technologies, and presents their applications in plant sciences.

近十年来,大容量 RNA 测序(RNA-seq)已成为分子生物学中不可或缺的工具,并取得了新的发展,目前正在开发两种创新方法,即单细胞 RNA 测序(scRNA-seq)技术和空间转录组(ST)技术。与过去的技术相比,scRNA-seq 技术使研究人员能够分析单个细胞的基因表达,提供更详细的信息。同时,ST 技术克服了单细胞测序在空间信息丢失方面的局限性,使科学家能够更好地了解基因表达在组织内的空间分布。转录组学技术的这些进步彻底改变了基因组学领域,并已广泛应用于疾病诊断和医学领域。然而,它们在植物研究中的应用却较少。本综述介绍了三种转录组学技术的发展、优势和局限性,并介绍了它们在植物科学中的应用。
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引用次数: 0
Bacteria manipulate autophagy through acetylation in both fungi and plants 细菌通过乙酰化操纵真菌和植物的自噬作用
Pub Date : 2024-05-01 DOI: 10.1016/j.cropd.2024.100058
Sung Un Huh
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引用次数: 0
OMICS strategies: Revealing the enigma of salinity tolerance in mangroves OMICS 战略:揭示红树林耐受 SA- LINITY 的 ENIGMA 特性
Pub Date : 2024-05-01 DOI: 10.1016/j.cropd.2024.100052
K. Henna Parveen, Jumana Muhammed, V.K. Sneha, P. Busheera, Anu Augustine

Salinity is a significant challenge for agriculture, negatively impacting soil health and crop yields worldwide. Coping with salinity stress is intricate due to its multifaceted nature, making it challenging to fully grasp. Mangroves, recognized for their salt tolerance, thrive in diverse salinity levels, spanning from freshwater to seawater. They play a vital role in coastal ecosystems, thriving in areas where many other plants struggle. For a thorough knowledge of the salinity stress signaling and tolerance mechanism in mangroves, a variety of “omics” techniques have been explored. Recent research has illuminated crucial pathways, transcription factors, microRNAs, and signaling components in mangroves exposed to salty conditions. This knowledge holds promise for developing salt-tolerant crop plants through genetic modification techniques, which can help address the increasing issue of soil salinity. Our review encompasses genomics and transcriptomics studies that identify crucial genes and pathways in mangroves' response to salinity. Since the transcriptome lacks a direct correlation with the protein expression dynamics, we have also emphasized mangrove proteomics and metabolomics studies. The review also outlines the different strategies that can be used to enhance the salinity tolerance of crops using mangroves as models.

盐碱是农业面临的一项重大挑战,对全球土壤健康和作物产量造成了负面影响。由于盐渍化具有多面性,因此应对盐渍化压力的方法错综复杂,很难完全掌握。红树林以其耐盐性而闻名,可在从淡水到海水的不同盐度条件下生长。它们在沿海生态系统中发挥着至关重要的作用,在许多其他植物难以生存的地区茁壮成长。为了全面了解红树林的盐度胁迫信号传递和耐受机制,人们探索了各种 "全息 "技术。最近的研究揭示了暴露在盐分条件下的红树林的关键通路、转录因子、microRNA 和信号成分。这些知识为通过基因改造技术开发耐盐作物植物带来了希望,有助于解决日益严重的土壤盐碱化问题。我们的综述包括基因组学和转录组学研究,这些研究确定了红树林对盐度反应的关键基因和途径。由于转录组与蛋白质表达动态缺乏直接关联,我们还强调了红树林蛋白质组学和代谢组学研究。综述还概述了以红树林为模型提高作物耐盐性的不同策略。
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引用次数: 0
Molecular docking insights into nuclear factor Y (NF-Y) transcription factor and pyrabactin resistance 1 (PYL) receptor proteins reveal abiotic stress regulation in finger millet 核因子 Y(NF-Y)转录因子和吡拉菌素抗性 1(PYL)受体蛋白的分子对接研究揭示了指状黍中的非生物胁迫调控机制
Pub Date : 2024-02-01 DOI: 10.1016/j.cropd.2023.100051
Varsha Rani , Vinay Kumar Singh , D.C. Joshi , Rajesh Singh , Dinesh Yadav

Finger Millet (Eleusine coracana - (L.) Gaertn), is an important nutraceutical crop with the potential for imparting food and nutritional security. These plants have a comparatively higher tolerance for several abiotic stresses like drought, salinity, and heat. Several players including Transcription Factor (TF) like Nuclear Factor Y (NF-Y) might be associated with this enhanced level of tolerance. Further, it is unclear how phytohormones like Abscisic acid (ABA) regulate the expression of NF-Y, whether in ABA-dependent or ABA-Independent pathway. The interaction of PYL (Pyrabactin resistance1-like) receptor proteins with Nuclear Factor Y (NF-Y) Transcription Factor in the presence of phytohormones like abscisic acid (ABA) provides one insight related to the enhanced tolerance towards abiotic stresses under ABA-dependent signaling in finger millet crop. A total of three PYL receptors of finger millet designated as EcPYL1, EcPYL5, and EcPYL9 were retrieved in the finger millet genome. These receptors were modeled through the SWISS-MODEL using templates 5gwo and 3wg8 and docked with ABA. The best-docked protein-ligand complex PYL5-ABA (binding energy ΔG ​= ​-8.8 kcal mol-1) was found to be most stable at the 50ns MD simulation study. Further protein-protein interaction between PYL5 and NF-YA2/B3/C1 sub-family members showed a good interaction. This clearly indicates the possibility of the NF-Y-PYL module in the ABA transduction pathway, which performs a crucial role in the expression of stress-responsive genes. These studies reveal the intricate relationship between the ABA, PYL receptors of finger millet, and NF-Y transcription factor in regulating the stress-responsive genes and provide an insight into the abiotic stress tolerance mechanisms, which can be targeted for crop improvement.

小米(Eleusine coracana - (L.) Gaertn)是一种重要的营养保健作物,具有保障粮食和营养安全的潜力。这些植物对干旱、盐度和高温等几种非生物胁迫的耐受性相对较高。包括核因子 Y(NF-Y)等转录因子(TF)在内的一些因子可能与这种耐受性的增强有关。此外,目前还不清楚脱落酸(ABA)等植物激素是如何调节 NF-Y 的表达的,是通过 ABA 依赖性途径还是 ABA 非依赖性途径。在脱落酸(ABA)等植物激素存在的情况下,PYL(Pyrabactin resistance1-like)受体蛋白与核因子 Y(NF-Y)转录因子之间的相互作用,为我们深入了解在 ABA 依赖性信号传导下小米作物对非生物胁迫的耐受性增强提供了依据。在小米基因组中总共检索到三种PYL受体,分别命名为 EcPYL1、EcPYL5 和 EcPYL9。利用模板 5gwo 和 3wg8 通过 SWISS-MODEL 对这些受体进行建模,并与 ABA 进行对接。在 50ns MD 模拟研究中,发现最佳对接的蛋白配体复合物PYL5-ABA(结合能 ΔG = -8.8 kcal mol-1)最为稳定。PYL5与NF-YA2/B3/C1亚家族成员之间的进一步蛋白质相互作用显示出良好的相互作用。这清楚地表明了 NF-Y-PYL 模块在 ABA 转导途径中的可能性,该模块在胁迫响应基因的表达中起着至关重要的作用。这些研究揭示了ABA、PYL受体和NF-Y转录因子在调控胁迫响应基因中的复杂关系,有助于深入了解非生物胁迫耐受机制,从而为作物改良提供靶标。
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引用次数: 0
Genomic exploration and functional insights into the diversification of the Snf2 gene family in subgenomes of Triticum aestivum 小麦亚基因组中 Snf2 基因家族多样化的基因组探索和功能研究
Pub Date : 2023-12-14 DOI: 10.1016/j.cropd.2023.100050
Muhammad Fahad , Chuanjia Liu , Yuxin Shen , Muhammad Sajid , Liang Wu

Sucrose nonfermenting 2 (Snf2) family proteins function as the ATP-dependent catalytic engines of chromatin remodeling complexes, which harness ATP hydrolysis energy to alter chromatin structure and nucleosome positioning, enabling regulatory factor access to DNA. Plant genomes contain numerous Snf2 family proteins, several of which have been demonstrated to act as key developmental regulators at different stages in model plants like Arabidopsis and rice. Despite their vital roles, the Snf2 genes in Triticum aestivum remain largely uncharacterized. Here, we report the identification of 112 wheat Snf2 genes that were unevenly distributed across the 21 chromosomes, with 40 genes on the A subgenome, 33 on the B subgenome, and 39 on the D subgenome, and phylogenetically classified these Snf2 genes into 18 subfamilies related to the 6 Snf2 groups in Arabidopsis. Evolutionary analysis revealed that purifying selection has largely driven the evolution of Snf2 genes, acting as the primary selective force shaping the Snf2 gene family in wheat, while segmental duplications have served as the main mechanism for expanding the gene family. All identified Snf2 proteins contained at least one Helicase_C and SNF2_N domain among 10 conserved domains, and their gene structures consisted of 3–38 exons. Tissue-specific expression analysis uncovered distinct expression patterns among Snf2 gene family members, including some with enhanced reproductive tissue expression, while analysis under various abiotic and biotic stresses revealed differential regulation of specific family members in response to these conditions. Overall, these systematic analyses including identification, evolutionary relationships, and expression profiling provide valuable insights into the wheat Snf2 family while establishing a genomic framework to elucidate Snf2 functional roles in wheat growth, development, and stress responses.

蔗糖不发酵 2(Snf2)家族蛋白是染色质重塑复合物的 ATP 依赖性催化引擎,利用 ATP 水解能改变染色质结构和核小体定位,使调控因子能够进入 DNA。植物基因组中含有大量 Snf2 家族蛋白,其中几个已被证明在拟南芥和水稻等模式植物的不同阶段起着关键的发育调控作用。尽管它们发挥着重要作用,但小麦中的 Snf2 基因在很大程度上仍未得到表征。在此,我们报告了 112 个小麦 Snf2 基因的鉴定结果,这些基因不均匀地分布在 21 条染色体上,其中 40 个分布在 A 亚基因组上,33 个分布在 B 亚基因组上,39 个分布在 D 亚基因组上。进化分析表明,纯化选择在很大程度上推动了Snf2基因的进化,是塑造小麦Snf2基因家族的主要选择性力量,而片段复制则是扩大基因家族的主要机制。所有鉴定出的Snf2蛋白在10个保守结构域中至少包含一个Helicase_C和SNF2_N结构域,其基因结构由3-38个外显子组成。组织特异性表达分析揭示了Snf2基因家族成员之间不同的表达模式,包括一些生殖组织表达增强的基因,而在各种非生物和生物胁迫下的分析则揭示了特定家族成员对这些条件的不同调控。总之,这些系统分析(包括鉴定、进化关系和表达谱分析)提供了对小麦 Snf2 家族的宝贵见解,同时建立了一个基因组框架,以阐明 Snf2 在小麦生长、发育和胁迫响应中的功能作用。
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引用次数: 0
Understanding the molecular breeding and omics approaches for finger millet (Eleusine coracana L.) improvement towards a global sustainable nutritional security 了解分子育种和分子生物学方法,改良小米(Eleusine coracana L.),实现全球可持续营养安全
Pub Date : 2023-12-09 DOI: 10.1016/j.cropd.2023.100049
Salma Kayastha , Jyoti Prakash Sahoo , Manaswini Mahapatra , Narayan Panda

Finger millet (Eleusine coracana L.) has gained notable interest in recent times for its capacity to tackle global challenges related to nutritional security and sustainability. This review delves into the critical issue of global nutritional security by focusing on Finger millet, as an essential staple crop known for its rich nutraceutical content. However, due to the expanding global population and the imperative for sustainable food sources, there is an urgent need to elevate the nutritional content of crops such as Finger millet. This review also utilizes molecular breeding and omics methodologies, encompassing genomics, transcriptomics, proteomics, and metabolomics, to thoroughly examine the molecular dimensions involved in enhancing the nutraceutical content and other crucial agronomic traits in Finger millet. These cutting-edge techniques provide insights into the genetic makeup and expression of key genes related to nutrient accumulation and distribution during grain development, as well as for other important agronomic traits. Moreover, this review also emphasizes the importance of sustainable agricultural practices to ensure the long-term availability of nutrient-rich crops like Finger millet. However, by harnessing the power of genetics and advanced analytical genomic tools, researchers can pave the way for the development of Finger millet varieties, contributing to a more sustainable and nutritious food security for the growing world population.

近来,拇指粟(Eleusine coracana L.)因其在应对与营养安全和可持续性相关的全球挑战方面的能力而备受关注。拇指粟作为一种重要的主食作物,以其丰富的营养保健成分而著称,本综述通过对拇指粟的研究,深入探讨全球营养安全这一关键问题。然而,由于全球人口的不断增长和对可持续食物来源的迫切需求,迫切需要提高稷等作物的营养成分。本综述还利用分子育种和全息方法学(包括基因组学、转录组学、蛋白质组学和代谢组学),深入研究了提高粟营养成分和其他重要农艺性状所涉及的分子层面。这些前沿技术有助于深入了解谷物发育过程中与营养积累和分配有关的关键基因的遗传组成和表达,以及其他重要农艺性状。此外,这篇综述还强调了可持续农业实践对确保像拇指粟这样营养丰富的作物长期供应的重要性。然而,通过利用遗传学的力量和先进的基因组分析工具,研究人员可以为纤指粟品种的开发铺平道路,为不断增长的世界人口提供更可持续、更有营养的粮食安全做出贡献。
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引用次数: 0
Controlled Environment Ecosystem: A plant growth system to combat climate change through soilless culture 可控环境生态系统:通过无土栽培应对气候变化的植物生长系统
Pub Date : 2023-11-18 DOI: 10.1016/j.cropd.2023.100044
Avinash Sharma , Mainu Hazarika , Punabati Heisnam , Himanshu Pandey , V.S. Devadas , Mannu Wangsu

The variations in climatic factors can lead to morphological changes like male sterility, self-incompatibility, embryo abortions, poor seed setting, low nutrient content, growth retardation, yield loss and even crop failure of agricultural or horticultural crops under open land ecosystem. The traditional agricultural systems involve using a large quantity of water on a large arable land, along with a lot of agro chemicals, which can lead to leaching of nutrients and chemical residues into the soil and water bodies, insect competition, weed emergence, or soil erosion. The controlled environment plant growth chamber reserves 80 ​% land use, 90 ​% water use and runs off or translocates nutrients more efficiently than traditional agriculture. The controlled environment plant growth chamber utilizes standard nutrient diffusion for plant growth and regulates stable nutrient use efficiency, water use efficiency, photosynthetic assimilation product, metabolic use efficiency, climatic factors, greenhouse gases emission, carbon sequestration, carbon foot print with the mechanistic model with machine learning examines critical or non critical levels, dynamics and influences of water, climate and nutrient in controlled environment system. The controlled environment plant growth chamber enables production of outstanding physical and chemical quality enriched plants. The controlled environment witnesses the combat against climate change and the restoration or conservation of natural resources, as well as the generation of research, employment, and industrial development. More comparative investigations are required to understand and justify climate combating with major plants in controlled environment ecosystem and natural environment ecosystem with or without soil.

气候因素的变化会导致农作物或园艺作物的形态发生变化,如雄性不育、自交不亲和、胚胎流产、结籽不良、养分含量低、生长迟缓、减产甚至绝收。传统农业系统需要在大面积耕地上使用大量的水和农用化学品,这可能导致养分和化学残留物渗入土壤和水体、昆虫竞争、杂草丛生或水土流失。与传统农业相比,受控环境植物生长室可节省 80% 的土地使用量和 90% 的用水量,并能更有效地流失或转移养分。可控环境植物生长室利用标准养分扩散促进植物生长,并通过机器学习机理模型研究可控环境系统中水、气候和养分的临界或非临界水平、动态和影响因素,调节稳定的养分利用效率、水利用效率、光合同化产物、代谢利用效率、气候因素、温室气体排放、碳固存、碳足迹。受控环境下的植物生长室能够培育出物理和化学品质优异的植物。受控环境见证了应对气候变化、恢复或保护自然资源,以及科研、就业和工业发展的成果。需要进行更多的比较研究,以了解和证明主要植物在受控环境生态系统和有或无土壤的自然环境生态系统中对抗气候的能力。
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引用次数: 0
Aggregation of chromosome axis proteins on the chromatin and in the nucleoplasm of Brassica oleracea meiocytes 甘蓝减数细胞染色质和核质中染色体轴蛋白的聚集
Pub Date : 2023-11-01 DOI: 10.1016/j.cropd.2023.100038
Wenbo Shan, Christophe Lambing

Meiotic recombination is essential for the generation of genetic diversity in natural and breeding context. The chromosome axis comprises cohesin, HORMA-domain containing proteins and coiled coil proteins and is crucial for the establishment of meiotic recombination. These proteins form a complex during meiosis of Brassica oleracea but information about their respective localisation and dynamic on meiotic chromosomes remain sparse. Our study reveals that the HORMA-protein ASY1 aggregates on the chromatin and forms domains of high and low abundances. The regions enriched for ASY1 are also highly enriched for the axis proteins ASY3, SMC3 and SCC3, although to varying degrees between leptotene and pachytene stages. At later stages, when most DNA double strand breaks are repaired and the chromosome axis disassemble, ASY1, ASY3, SCC3 and SMC3 co-localise and form large aggregates on the discontinuous axis structures. As the axis structures reduce in length, we found that all four axis proteins relocalise in the nucleoplasm and further aggregates. Moreover, we found that ZYP1, the transverse filament of the synaptonemal complex, forms numerous chromosomic aggregates that are sometimes associated with MLH1 and can form ectopic synaptic interactions. Overall, our study indicates that axis proteins have a high propensity to aggregate. This property is important for assembling the chromosome axis but the association of axis proteins with the chromatin must be tightly regulated to limit polycomplex formation.

减数分裂重组对自然和育种环境下遗传多样性的产生至关重要。染色体轴由内聚蛋白、含horma结构域蛋白和盘绕蛋白组成,对减数分裂重组的建立至关重要。这些蛋白在甘蓝减数分裂过程中形成一个复合体,但关于它们各自在减数分裂染色体上的定位和动态的信息仍然很少。我们的研究表明,horma蛋白ASY1聚集在染色质上并形成高丰度和低丰度的结构域。富含ASY1的区域也高度富含轴蛋白ASY3、SMC3和SCC3,尽管在瘦素期和粗素期之间程度不同。在后期,当大多数DNA双链断裂被修复和染色体轴解体时,ASY1, ASY3, SCC3和SMC3共定位并在不连续的轴结构上形成大聚集体。随着轴结构长度的减少,我们发现所有四个轴蛋白都在核质中重新定位并进一步聚集。此外,我们发现突触复合体的横丝ZYP1形成许多染色体聚集体,这些聚集体有时与MLH1相关,并且可以形成异位突触相互作用。总的来说,我们的研究表明轴蛋白具有很高的聚集倾向。这一特性对于染色体轴的组装是重要的,但是轴蛋白与染色质的结合必须受到严格的调控,以限制多复合物的形成。
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引用次数: 0
Recent progresses in plant single-cell transcriptomics 植物单细胞转录组学研究进展
Pub Date : 2023-11-01 DOI: 10.1016/j.cropd.2023.100041
Dihuai Zheng , Jiwei Xu , Yaqian Lu , Hongyu Chen , Qinjie Chu , Longjiang Fan

High-throughput sequencing technologies at single-cell resolution have great potential to reveal a new landscape of plant cells. Single-cell/nucleus RNA (scRNA/snRNA), single-cell/nucleus assay for transposase accessible chromatin (scATAC/snATAC) and spatial transcriptome sequencing have been applied in multiple plant tissues. Consequently, a significant increase in publications on plant single-cell transcriptomics was seen in the recent two years. In this review, we will summarize the advantages and weaknesses of these single-cell sequencing approaches, offer a glimpse of their developments in cell biology, bioinformatic tools and databases in the latest two years.

单细胞高通量测序技术在揭示植物细胞的新景观方面具有巨大的潜力。单细胞/细胞核RNA (scRNA/snRNA)、转座酶可及染色质单细胞/细胞核测定(scATAC/snATAC)和空间转录组测序已在多种植物组织中得到应用。因此,在最近两年中,植物单细胞转录组学的出版物显著增加。在本文中,我们将总结这些单细胞测序方法的优点和缺点,并简要介绍近两年来它们在细胞生物学、生物信息学工具和数据库方面的发展。
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引用次数: 0
Nanotechnology: A promising field in enhancing abiotic stress tolerance in plants 纳米技术:提高植物非生物抗逆性的一个有前途的领域
Pub Date : 2023-11-01 DOI: 10.1016/j.cropd.2023.100037
Mawuli K. Azameti, Abdul-Wahab M. Imoro

Heavy metals, drought, salinity, cold stress, and heat stress are some of the main abiotic stresses that adversely affect plant growth and crop productivity generally. For crop production systems to be sustainable in the face of abiotic environmental constraints, effective strategies must be used in conjunction with technological advancement to achieve this goal. In recent times, the emergence of nanotechnology as an intriguing field of study with application potential in the field of agriculture needs to be given the necessary attention to address some of the abiotic stresses. Due to their environmental friendliness, affordability, special physicochemical properties, and increased plant productivity, the use of nanoparticles (NPs) as nano fertilizers has enormous potential and much interest has developed in the field in recent times. Abiotic stress management involves NPs, according to several studies. In order to create a practical and environmentally responsible plan for the long-term sustainability of agriculture, this review focuses on the effects of abiotic stress on plants, synthesis, and the roles of NPs in managing abiotic stresses, and future prospects.

重金属、干旱、盐度、冷胁迫和热胁迫是影响植物生长和作物生产力的主要非生物胁迫。为了使作物生产系统在面对非生物环境限制时具有可持续性,必须结合技术进步使用有效的战略来实现这一目标。近年来,纳米技术作为一个具有应用潜力的有趣研究领域,在农业领域的出现需要给予必要的关注,以解决一些非生物胁迫。由于其环境友好性、可负担性、特殊的物理化学性质和提高植物生产力,纳米颗粒作为纳米肥料具有巨大的潜力,近年来得到了广泛的关注。根据几项研究,非生物应激管理涉及到NPs。本文就非生物胁迫对植物的影响、NPs的合成、NPs在应对非生物胁迫中的作用以及未来的发展前景进行了综述,以期为农业的长期可持续发展提供切实可行的环境保护方案。
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引用次数: 2
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Crop Design
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