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Genome editing toward biofortified soybean with minimal trade-off between low phytic acid and yield 通过基因组编辑实现生物强化大豆,在低植酸和产量之间实现最小权衡
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-23 DOI: 10.1007/s42994-024-00158-4
Wenxin Lin, Mengyan Bai, Chunyan Peng, Huaqin Kuang, Fanjiang Kong, Yuefeng Guan

Phytic acid (PA) in grain seeds reduces the bioavailability of nutrient elements in monogastric animals, and an important objective for crop seed biofortification is to decrease the seed PA content. Here, we employed CRISPR/Cas9 to generate a PA mutant population targeting PA biosynthesis and transport genes, including two multi-drug-resistant protein 5 (MRP5) and three inositol pentose-phosphate kinases (IPK1). We characterized a variety of lines containing mutations on multiple IPK and MRP5 genes. The seed PA was more significantly decreased in higher-order mutant lines with multiplex mutations. However, such mutants also exhibited poor agronomic performance. In the population, we identified  two lines carrying single mutations in ipk1b and ipk1c, respectively. These mutants exhibited moderately reduced PA content, and regular agronomic performance compared to the wild type. Our study indicates that moderately decreasing PA by targeting single GmIPK1 genes, rather than multiplex mutagenesis toward ultra-low PA, is an optimal strategy for low-PA soybean with a minimal trade-off in yield performance.

谷物种子中的植酸(PA)会降低单胃动物对营养元素的生物利用率,因此作物种子生物强化的一个重要目标就是降低种子中的PA含量。在这里,我们利用 CRISPR/Cas9 技术产生了一个 PA 突变体群体,其靶标是 PA 生物合成和转运基因,包括两个多重耐药蛋白 5(MRP5)和三个肌醇戊糖磷酸激酶(IPK1)。我们鉴定了多种含有 IPK 和 MRP5 多个基因突变的品系。在具有多重突变的高阶突变株系中,种子 PA 的下降更为明显。然而,这类突变株的农艺性状也很差。在群体中,我们发现了两个分别携带 ipk1b 和 ipk1c 单突变的品系。与野生型相比,这些突变体的 PA 含量适度降低,农艺性状正常。我们的研究表明,通过靶向单个 GmIPK1 基因适度降低 PA 含量,而不是进行多重诱变以实现超低 PA 含量,是低 PA 大豆的最佳策略,而且对产量表现的影响最小。
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引用次数: 0
Early surveillance of rice bakanae disease using deep learning and hyperspectral imaging 利用深度学习和高光谱成像对水稻包虫病进行早期监测
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-21 DOI: 10.1007/s42994-024-00169-1
Sishi Chen, Xuqi Lu, Hongda Fang, Anand Babu Perumal, Ruyue Li, Lei Feng, Mengcen Wang, Yufei Liu

Bakanae disease, caused by Fusarium fujikuroi, poses a significant threat to rice production and has been observed in most rice-growing regions. The disease symptoms caused by different pathogens may vary, including elongated and weak stems, slender and yellow leaves, and dwarfism, as example. Bakanae disease is likely to cause necrosis of diseased seedlings, and it may cause a large area of infection in the field through the transmission of conidia. Therefore, early disease surveillance plays a crucial role in securing rice production. Traditional monitoring methods are both time-consuming and labor-intensive and cannot be broadly applied. In this study, a combination of hyperspectral imaging technology and deep learning algorithms were used to achieve in situ detection of rice seedlings infected with bakanae disease. Phenotypic data were obtained on the 9th, 15th, and 21st day after rice infection to explore the physiological and biochemical performance, which helps to deepen the research on the disease mechanism. Hyperspectral data were obtained over these same periods of infection, and a deep learning model, named Rice Bakanae Disease-Visual Geometry Group (RBD-VGG), was established by leveraging hyperspectral imaging technology and deep learning algorithms. Based on this model, an average accuracy of 92.2% was achieved on the 21st day of infection. It also achieved an accuracy of 79.4% as early as the 9th day. Universal characteristic wavelengths were extracted to increase the feasibility of using portable spectral equipment for field surveillance. Collectively, the model offers an efficient and non-destructive surveillance methodology for monitoring bakanae disease, thereby providing an efficient avenue for disease prevention and control.

由 Fusarium fujikuroi 引起的 Bakanae 病对水稻生产构成严重威胁,在大多数水稻种植区都有发生。不同病原体引起的疾病症状可能各不相同,例如茎细长而脆弱、叶片细长而发黄以及矮化。Bakanae 病很可能导致病苗坏死,并通过分生孢子的传播在田间造成大面积感染。因此,早期病害监测对保障水稻生产起着至关重要的作用。传统的监测方法既费时又费力,无法广泛应用。本研究结合高光谱成像技术和深度学习算法,实现了对感染包枯病的水稻秧苗的原位检测。研究获取了水稻感染后第9天、第15天和第21天的表型数据,探究其生理生化表现,有助于深化病害机理研究。在这些相同的感染期获得了高光谱数据,并利用高光谱成像技术和深度学习算法建立了一个名为 "水稻白叶枯病-视觉几何组(RBD-VGG)"的深度学习模型。基于该模型,在感染的第 21 天,平均准确率达到 92.2%。早在第 9 天,准确率也达到了 79.4%。提取的通用特征波长提高了使用便携式光谱设备进行现场监测的可行性。总之,该模型为监测包虫病提供了一种高效、非破坏性的监测方法,从而为疾病预防和控制提供了一条有效途径。
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引用次数: 0
Double-barreled defense: dual ent-miltiradiene synthases in most rice cultivars 双管齐下的防御:大多数水稻栽培品种的双重ent-miltiradiene合成酶
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-20 DOI: 10.1007/s42994-024-00167-3
Yiling Feng, Tristan Weers, Reuben J. Peters

Rice (Oryza sativa) produces numerous diterpenoid phytoalexins that are important in defense against pathogens. Surprisingly, despite extensive previous investigations, a major group of such phytoalexins, the abietoryzins, were only recently reported. These aromatic abietanes are presumably derived from ent-miltiradiene, but such biosynthetic capacity has not yet been reported in O. sativa. While wild rice has been reported to contain such an enzyme, specifically ent-kaurene synthase-like 10 (KSL10), the only characterized ortholog from O. sativa (OsKSL10), specifically from the well-studied cultivar (cv.) Nipponbare, instead has been shown to make ent-sandaracopimaradiene, precursor to the oryzalexins. Notably, in many other cultivars, OsKSL10 is accompanied by a tandem duplicate, termed here OsKSL14. Biochemical characterization of OsKLS14 from cv. Kitaake demonstrates that this produces the expected abietoryzin precursor ent-miltiradiene. Strikingly, phylogenetic analysis of OsKSL10 across the rice pan-genome reveals that from cv. Nipponbare is an outlier, whereas the alleles from most other cultivars group with those from wild rice, suggesting that these also might produce ent-miltiradiene. Indeed, OsKSL10 from cv. Kitaake exhibits such activity as well, consistent with its production of abietoryzins but not oryzalexins. Similarly consistent with these results is the lack of abietoryzin production by cv. Nipponbare. Although their equivalent product outcome might suggest redundancy, OsKSL10 and OsKSL14 were observed to exhibit distinct expression patterns, indicating such differences may underlie retention of these duplicated genes. Regardless, the results reported here clarify abietoryzin biosynthesis and provide insight into the evolution of rice diterpenoid phytoalexins.

水稻(Oryza sativa)会产生许多二萜植物毒素,它们在抵御病原体方面具有重要作用。令人惊讶的是,尽管以前进行了广泛的研究,但此类植物雌激素的一个主要类别--阿比特雌激素--直到最近才被报道。这些芳香的阿比坦类可能来自ent-miltiradiene,但这种生物合成能力在 O. sativa 中尚未见报道。虽然有报道称野生稻含有这样一种酶,特别是ent-kaurene synthase-like 10(KSL10),但 O. sativa(OsKSL10)中唯一具有特征的同源物,特别是来自研究较多的栽培品种(cv.)Nipponbare 的同源物,却被证明能制造ent-sandaracopimaradiene,即oryzalexins 的前体。值得注意的是,在许多其他栽培品种中,OsKSL10 还伴有一个串联重复体,在此称为 OsKSL14。对来自 Kitaake 品种的 OsKLS14 的生化鉴定表明,它能产生预期的阿比妥嗪前体 ent-miltiradiene。引人注目的是,对整个水稻泛基因组中的 OsKSL10 进行的系统进化分析表明,日本早稻品种中的 OsKSL10 是一个离群点,而其他大多数栽培品种中的等位基因与野生稻中的等位基因是一组的,这表明这些等位基因也可能产生 ent-miltiradiene。事实上,来自北岳(Kitaake)变种的 OsKSL10 也表现出了这种活性,这与它生产阿比托里嗪而非奥利扎克嗪是一致的。与这些结果同样一致的是,Nipponbare 品种没有产生阿比埃托嗪。Nipponbare.虽然相同的产物结果可能表明存在冗余,但观察到 OsKSL10 和 OsKSL14 表现出不同的表达模式,表明这些重复基因的保留可能存在这种差异。无论如何,本文报告的结果澄清了阿比特嗪的生物合成,并为水稻二萜植物毒素的进化提供了见解。
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引用次数: 0
C-terminal frameshift mutations generate viable knockout mutants with developmental defects for three essential protein kinases C 端框移突变可产生具有发育缺陷的可行基因敲除突变体,这三种蛋白激酶至关重要
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-15 DOI: 10.1007/s42994-024-00165-5
Yun Zhang, Miao-Miao Cui, Run-Nan Ke, Yue-Dan Chen, Kabin Xie

Loss-of-function mutants are fundamental resources for gene function studies. However, it is difficult to generate viable and heritable knockout mutants for essential genes. Here, we show that targeted editing of the C-terminal sequence of the embryo lethal gene MITOGEN-ACTIVATED PROTEIN KINASES 1 (OsMPK1) results in weak mutants. This C-terminal-edited osmpk1 mutants displayed severe developmental defects and altered disease resistance but generated tens of viable seeds that inherited the mutations. Using the same C-terminal editing approach, we also obtained viable mutants for a wall-associated protein kinase (Os07g0493200) and a leucine-rich repeat receptor-like protein kinase (Os01g0239700), while the null mutations of these genes were lethal. These data suggest that protein kinase activity could be reduced by introducing frameshift mutations adjacent to the C-terminus, which could generate valuable resources for gene function studies and tune protein kinase activity for signaling pathway engineering.

功能缺失突变体是基因功能研究的基本资源。然而,要产生可行且可遗传的重要基因敲除突变体却很困难。在这里,我们发现靶向编辑胚胎致死基因 MITOGEN-ACTIVATED PROTEIN KINASES 1(OsMPK1)的 C 端序列可产生弱突变体。这种C端编辑的osmpk1突变体表现出严重的发育缺陷和抗病性改变,但却能产生数十粒继承了突变基因的可存活种子。利用相同的 C 端编辑方法,我们还获得了一种壁相关蛋白激酶(Os07g0493200)和一种富亮氨酸重复受体样蛋白激酶(Os01g0239700)的可存活突变体,而这些基因的无效突变是致死的。这些数据表明,蛋白激酶的活性可以通过引入C端附近的移帧突变来降低,这可以为基因功能研究提供宝贵的资源,并为信号通路工程调控蛋白激酶的活性。
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引用次数: 0
Heterologous expression of the maize transcription factor ZmbHLH36 enhances abiotic stress tolerance in Arabidopsis 玉米转录因子 ZmbHLH36 的异源表达可增强拟南芥的非生物胁迫耐受性
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-13 DOI: 10.1007/s42994-024-00159-3
Zhenggang Dai, Keyong Zhao, Dengyu Zheng, Siyu Guo, Huawen Zou, Zhongyi Wu, Chun Zhang

Basic helix-loop-helix (bHLH) transcription factors are widely distributed in eukaryotes, and in plants, they regulate many biological processes, such as cell differentiation, development, metabolism, and stress responses. Few studies have focused on the roles of bHLH transcription factors in regulating growth, development, and stress responses in maize (Zea mays), even though such information would greatly benefit maize breeding programs. In this study, we cloned the maize transcription factor gene ZmbHLH36 (Gene ID: 100193615, GRMZM2G008691). ZmbHLH36 possesses conserved domains characteristic of the bHLH family. RT-qPCR analysis revealed that ZmbHLH36 was expressed at the highest level in maize roots and exhibited different expression patterns under various abiotic stress conditions. Transgenic Arabidopsis (Arabidopsis thaliana) plants heterologously expressing ZmbHLH36 had significantly longer roots than the corresponding non-transgenic plants under 0.1 and 0.15 mol L−1 NaCl treatment as well as 0.2 mol L−1 mannitol treatment. Phenotypic analysis of soil-grown plants under stress showed that transgenic Arabidopsis plants harboring ZmbHLH36 exhibited significantly enhanced drought tolerance and salt tolerance compared to the corresponding non-transgenic plants. Malondialdehyde contents were lower and peroxidase activity was higher in ZmbHLH36-expressing Arabidopsis plants than in the corresponding non-transgenic plants. ZmbHLH36 localized to the nucleus when expressed in maize protoplasts. This study provides a systematic analysis of the effects of ZmbHLH36 on root growth, development, and stress responses in transgenic Arabidopsis, laying a foundation for further analysis of its roles and molecular mechanisms in maize.

碱性螺旋环螺旋(bHLH)转录因子广泛分布于真核生物中,在植物中,它们调控着许多生物过程,如细胞分化、发育、新陈代谢和应激反应。很少有研究关注 bHLH 转录因子在调控玉米(Zea mays)生长、发育和应激反应中的作用,尽管这些信息对玉米育种计划大有裨益。在这项研究中,我们克隆了玉米转录因子基因 ZmbHLH36(基因编号:100193615,GRMZM2G008691)。ZmbHLH36 具有 bHLH 家族特有的保守结构域。RT-qPCR 分析显示,ZmbHLH36 在玉米根部的表达水平最高,并且在各种非生物胁迫条件下表现出不同的表达模式。异源表达 ZmbHLH36 的转基因拟南芥(Arabidopsis thaliana)植株在 0.1 和 0.15 mol L-1 NaCl 处理以及 0.2 mol L-1 甘露醇处理下的根明显长于相应的非转基因植株。对胁迫下土壤生长植株的表型分析表明,与相应的非转基因植株相比,携带 ZmbHLH36 的转基因拟南芥植株的耐旱性和耐盐性明显增强。与相应的非转基因植株相比,表达 ZmbHLH36 的拟南芥植株丙二醛含量更低,过氧化物酶活性更高。ZmbHLH36 在玉米原生质体中表达时会定位于细胞核。本研究系统分析了ZmbHLH36对转基因拟南芥根系生长、发育和胁迫反应的影响,为进一步分析其在玉米中的作用和分子机制奠定了基础。
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引用次数: 0
Strategies for adaptation to high light in plants 植物适应强光的策略
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-13 DOI: 10.1007/s42994-024-00164-6
Man Zhang, Yu Ming, Hong-Bin Wang, Hong-Lei Jin

Plants absorb light energy for photosynthesis via photosystem complexes in their chloroplasts. However, excess light can damage the photosystems and decrease photosynthetic output, thereby inhibiting plant growth and development. Plants have developed a series of light acclimation strategies that allow them to withstand high light. In the first line of defense against excess light, leaves and chloroplasts move away from the light and the plant accumulates compounds that filter and reflect the light. In the second line of defense, known as photoprotection, plants dissipate excess light energy through non-photochemical quenching, cyclic electron transport, photorespiration, and scavenging of excess reactive oxygen species. In the third line of defense, which occurs after photodamage, plants initiate a cycle of photosystem (mainly photosystem II) repair. In addition to being the site of photosynthesis, chloroplasts sense stress, especially light stress, and transduce the stress signal to the nucleus, where it modulates the expression of genes involved in the stress response. In this review, we discuss current progress in our understanding of the strategies and mechanisms employed by plants to withstand high light at the whole-plant, cellular, physiological, and molecular levels across the three lines of defense.

植物通过叶绿体中的光合系统复合体吸收光能进行光合作用。然而,过强的光照会损坏光合系统,降低光合作用的输出,从而抑制植物的生长和发育。植物已经开发出一系列光适应策略,使它们能够抵御强光。在抵御强光的第一道防线中,叶片和叶绿体会远离光线,植物会积累过滤和反射光线的化合物。在被称为光保护的第二道防线中,植物通过非光化学淬灭、循环电子传递、光呼吸和清除过量活性氧来消散多余的光能。在光损伤后的第三道防线中,植物会启动一个光系统(主要是光系统 II)修复循环。叶绿体除了是光合作用的场所外,还能感知应激,尤其是光应激,并将应激信号转导到细胞核,从而调节参与应激反应的基因的表达。在这篇综述中,我们将讨论目前在理解植物抵御强光的策略和机制方面所取得的进展,这些策略和机制涉及整个植物、细胞、生理和分子水平的三道防线。
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引用次数: 0
Exploiting viral vectors to deliver genome editing reagents in plants 利用病毒载体为植物提供基因组编辑试剂
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-08 DOI: 10.1007/s42994-024-00147-7
Yilin Shen, Tao Ye, Zihan Li, Torotwa Herman Kimutai, Hao Song, Xiaoou Dong, Jianmin Wan

Genome editing holds great promise for the molecular breeding of plants, yet its application is hindered by the shortage of simple and effective means of delivering genome editing reagents into plants. Conventional plant transformation-based methods for delivery of genome editing reagents into plants often involve prolonged tissue culture, a labor-intensive and technically challenging process for many elite crop cultivars. In this review, we describe various virus-based methods that have been employed to deliver genome editing reagents, including components of the CRISPR/Cas machinery and donor DNA for precision editing in plants. We update the progress in these methods with recent successful examples of genome editing achieved through virus-based delivery in different plant species, highlight the advantages and limitations of these delivery approaches, and discuss the remaining challenges.

基因组编辑为植物的分子育种带来了巨大希望,但由于缺乏简单有效的方法将基因组编辑试剂输送到植物体内,基因组编辑的应用受到了阻碍。将基因组编辑试剂输送到植物体内的传统植物转化方法往往涉及长时间的组织培养,对于许多优良作物栽培品种来说,这是一个劳动密集型且具有技术挑战性的过程。在本综述中,我们介绍了各种基于病毒的基因组编辑试剂输送方法,包括用于植物精准编辑的 CRISPR/Cas 机器和供体 DNA 的组件。我们介绍了这些方法的最新进展,以及最近在不同植物物种中通过病毒递送实现基因组编辑的成功实例,强调了这些递送方法的优势和局限性,并讨论了仍然存在的挑战。
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引用次数: 0
Decoding the microbiome for sustainable agriculture 解码微生物组,促进可持续农业
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-07 DOI: 10.1007/s42994-024-00162-8
Kai Sun, Wei Zhang, Xiaolin Wang, Chuan-Chao Dai

Root-associated microbiota profoundly affect crop health and productivity. Plants can selectively recruit beneficial microbes from the soil and actively balance microbe-triggered plant-growth promotion and stress tolerance enhancement. The cost associated with this is the root-mediated support of a certain number of specific microbes under nutrient limitation. Thus, it is important to consider the dynamic changes in microbial quantity when it comes to nutrient condition-induced root microbiome reassembly. Quantitative microbiome profiling (QMP) has recently emerged as a means to estimate the specific microbial load variation of a root microbiome (instead of the traditional approach quantifying relative microbial abundances) and data from the QMP approach can be more closely correlated with plant development and/or function. However, due to a lack of detailed-QMP data, how soil nutrient conditions affect quantitative changes in microbial assembly of the root-associated microbiome remains poorly understood. A recent study quantified the dynamics of the soybean root microbiome, under unbalanced fertilization, using QMP and provided data on the use of specific synthetic communities (SynComs) for sustaining crop productivity. In this editorial, we explore potential opportunities for utilizing QMP to decode the microbiome for sustainable agriculture.

根系相关微生物群对作物的健康和产量有着深远的影响。植物可以有选择性地从土壤中招募有益微生物,并在微生物触发的植物生长促进和抗逆性增强之间积极取得平衡。与此相关的代价是,在养分限制条件下,根系会支持一定数量的特定微生物。因此,在营养条件诱导根系微生物组重新组合时,必须考虑微生物数量的动态变化。定量微生物组剖析(QMP)是最近出现的一种估算根系微生物组特定微生物负荷变化的方法(而不是量化微生物相对丰度的传统方法),QMP 方法得出的数据可以与植物的生长发育和/或功能更密切地相关联。然而,由于缺乏详细的 QMP 数据,人们对土壤养分条件如何影响根相关微生物群微生物组合的定量变化仍然知之甚少。最近的一项研究利用 QMP 量化了不平衡施肥条件下大豆根系微生物群的动态,并提供了利用特定合成群落(SynComs)维持作物生产力的数据。在这篇社论中,我们将探讨利用 QMP 解码微生物组以实现可持续农业的潜在机会。
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引用次数: 0
Publisher Correction: Removal of the C4-domain preserves the drought tolerance enhanced by CsMYB4a and eliminates the negative impact of this transcription factor on plant growth 错误:出版者更正:移除 C4 域可保留 CsMYB4a 增强的耐旱性,并消除该转录因子对植物生长的负面影响。
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-06 DOI: 10.1007/s42994-024-00163-7
Mingzhuo Li, Guoliang Ma, Xiu Li, Lili Guo, Yanzhi Li, Yajun Liu, Wenzhao Wang, Xiaolan Jiang, De-Yu Xie, Liping Gao, Tao Xia
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引用次数: 0
Correction: Current overview on the genetic basis of key genes involved in soybean domestication 更正:大豆驯化关键基因的遗传基础概述。
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-30 DOI: 10.1007/s42994-024-00161-9
Sijia Lu, Chao Fang, Jun Abe, Fanjiang Kong, Baohui Liu
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引用次数: 0
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