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Oschib1 gene encoding a GH18 chitinase confers resistance against sheath blight disease of rice caused by Rhizoctonia solani AG1-IA 编码 GH18 几丁质酶的 Oschib1 基因可抵抗由根瘤菌 AG1-IA 引起的水稻鞘枯病
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-16 DOI: 10.1007/s11103-024-01442-z
Naresh Babu Prathi, Chagamreddy Venkata Durga Rani, Vellaisamy Prakasam, Yeshala Chandra Mohan, Gandikota Mahendranath, G. K. Sri Vidya, C. N. Neeraja, Raman Meenakshi Sundaram, Satendra K. Mangrauthia

Sheath blight disease of rice caused by Rhizoctonia solani AG1-IA, is a major fungal disease responsible for huge loss to grain yield and quality. The major limitation of achieving persistent and reliable resistance against R. solani is the governance of disease resistance trait by many genes. Therefore, functional characterization of new genes involved in sheath blight resistance is necessary to understand the mechanism of resistance as well as evolving effective strategies to manage the disease through host-plant resistance. In this study, we performed RNA sequencing of six diverse rice genotypes (TN1, BPT5204, Vandana, N22, Tetep, and Pankaj) from sheath and leaf tissue of control and fungal infected samples. The approach for identification of candidate resistant genes led to identification of 352 differentially expressed genes commonly present in all the six genotypes. 23 genes were analyzed for RT-qPCR expression which helped identification of Oschib1 showing differences in expression level in a time-course manner between susceptible and resistant genotypes. The Oschib1 encoding classIII chitinase was cloned from resistant variety Tetep and over-expressed in susceptible variety Taipei 309. The over-expression lines showed resistance against R. solani, as analyzed by detached leaf and whole plant assays. Interestingly, the resistance response was correlated with the level of transgene expression suggesting that the enzyme functions in a dose dependent manner. We report here the classIIIb chitinase from chromosome10 of rice showing anti-R. solani activity to combat the dreaded sheath blight disease.

由根瘤菌(Rhizoctonia solani AG1-IA)引起的水稻鞘枯病是一种主要的真菌病害,对谷物产量和质量造成巨大损失。要实现对 R. solani 持久而可靠的抗性,主要限制因素是许多基因对抗病性状的控制。因此,有必要对参与鞘枯病抗性的新基因进行功能表征,以了解抗性机理,并通过寄主植物的抗性进化出管理该病害的有效策略。在本研究中,我们对六种不同的水稻基因型(TN1、BPT5204、Vandana、N22、Tetep 和 Pankaj)的对照样本和真菌感染样本的鞘和叶组织进行了 RNA 测序。通过鉴定候选抗性基因的方法,共鉴定出 352 个差异表达基因,这些基因普遍存在于所有六个基因型中。对 23 个基因进行了 RT-qPCR 表达分析,结果表明 Oschib1 在易感基因型和抗性基因型之间的表达水平在时间上存在差异。编码第三类几丁质酶的 Oschib1 从抗性品种 Tetep 中克隆出来,并在易感品种台北 309 中过度表达。通过离体叶片和全株试验分析,过表达株系表现出对茄属真菌(R. solani)的抗性。有趣的是,抗性反应与转基因表达水平相关,这表明该酶的功能与剂量有关。我们在此报告了来自水稻第 10 号染色体的第 IIIb 类几丁质酶,它具有抗 R. solani 的活性,可防治可怕的鞘枯病。
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引用次数: 0
Variations and reduction of plastome are associated with the evolution of parasitism in Convolvulaceae 质体的变异和减少与旋花科植物寄生性的进化有关
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-15 DOI: 10.1007/s11103-024-01440-1
Li-Qiong Chen, Xin Li, Xin Yao, De-Zhu Li, Craig Barrett, Claude W. dePamphilis, Wen-Bin Yu

Parasitic lifestyle can often relax the constraint on the plastome, leading to gene pseudogenization and loss, and resulting in diverse genomic structures and rampant genome degradation. Although several plastomes of parasitic Cuscuta have been reported, the evolution of parasitism in the family Convolvulaceae which is linked to structural variations and reduction of plastome has not been well investigated. In this study, we assembled and collected 40 plastid genomes belonging to 23 species representing four subgenera of Cuscuta and ten species of autotrophic Convolvulaceae. Our findings revealed nine types of structural variations and six types of inverted repeat (IR) boundary variations in the plastome of Convolvulaceae spp. These structural variations were associated with the shift of parasitic lifestyle, and IR boundary shift, as well as the abundance of long repeats. Overall, the degradation of Cuscuta plastome proceeded gradually, with one clade exhibiting an accelerated degradation rate. We observed five stages of gene loss in Cuscuta, including NAD(P)H complex → PEP complex → Photosynthesis-related → Ribosomal protein subunits → ATP synthase complex. Based on our results, we speculated that the shift of parasitic lifestyle in early divergent time promoted relaxed selection on plastomes, leading to the accumulation of microvariations, which ultimately resulted in the plastome reduction. This study provides new evidence towards a better understanding of plastomic evolution, variation, and reduction in the genus Cuscuta.

寄生生活方式往往会放松对质体的限制,导致基因假基因化和缺失,造成基因组结构的多样化和基因组的严重退化。虽然已有一些关于寄生菟丝子的质体的报道,但对于卷柏科植物中与质体结构变异和减少有关的寄生进化还没有很好的研究。在这项研究中,我们组装并收集了属于 23 个物种的 40 个质体基因组,这些物种代表了 4 个菟丝子亚属和 10 个自养卷柏科物种。这些结构变异与寄生生活方式的转变、IR边界的移动以及长重复的丰富程度有关。总体而言,菟丝子质体的降解是逐渐进行的,其中一个支系的降解速度加快。我们在菟丝子中观察到五个阶段的基因缺失,包括 NAD(P)H 复合物 → PEP 复合物 → 光合作用相关 → 核糖体蛋白亚基 → ATP 合成酶复合物。根据我们的研究结果,我们推测在早期分化时期寄生生活方式的转变促进了对质体的宽松选择,导致微变异的积累,最终导致质体的减少。本研究为更好地理解菟丝子属的质体进化、变异和减少提供了新的证据。
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引用次数: 0
Bacteria from the skin of amphibians promote growth of Arabidopsis thaliana and Solanum lycopersicum by modifying hormone-related transcriptome response 两栖动物皮肤中的细菌通过改变激素相关转录组反应促进拟南芥和番茄的生长
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-14 DOI: 10.1007/s11103-024-01444-x
Yordan J. Romero-Contreras, Francisco González-Serrano, Elena Bello-López, Damien Formey, Wendy Aragón, Miguel Ángel Cevallos, Eria A. Rebollar, Mario Serrano

Plants and microorganisms establish beneficial associations that can improve their development and growth. Recently, it has been demonstrated that bacteria isolated from the skin of amphibians can contribute to plant growth and defense. However, the molecular mechanisms involved in the beneficial effect for the host are still unclear. In this work, we explored whether bacteria isolated from three tropical frogs species can contribute to plant growth. After a wide screening, we identified three bacterial strains with high biostimulant potential, capable of modifying the root structure of Arabidopsis thaliana plants. In addition, applying individual bacterial cultures to Solanum lycopersicum plants induced an increase in their growth. To understand the effect that these microorganisms have over the host plant, we analysed the transcriptomic profile of A. thaliana during the interaction with the C32I bacterium, demonstrating that the presence of the bacteria elicits a transcriptional response associated to plant hormone biosynthesis. Our results show that amphibian skin bacteria can function as biostimulants to improve agricultural crops growth and development by modifying the plant transcriptomic responses.

植物和微生物建立了有益的联系,可以改善植物的发育和生长。最近的研究表明,从两栖动物皮肤中分离出的细菌有助于植物的生长和防御。然而,对宿主产生有益影响的分子机制仍不清楚。在这项工作中,我们探讨了从三种热带蛙类中分离出的细菌是否能促进植物生长。经过广泛筛选,我们确定了三种具有高生物刺激潜力的细菌菌株,它们能够改变拟南芥植物的根部结构。此外,将单个细菌培养物应用于茄科植物,可促进其生长。为了了解这些微生物对寄主植物的影响,我们分析了拟南芥在与 C32I 细菌相互作用过程中的转录组概况,结果表明细菌的存在引起了与植物激素生物合成相关的转录反应。我们的研究结果表明,两栖动物皮肤细菌可作为生物刺激剂,通过改变植物转录组反应来改善农作物的生长和发育。
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引用次数: 0
Reactive oxygen species (ROS) modulate nitrogen signaling using temporal transcriptome analysis in foxtail millet 利用狐尾黍的时间转录组分析,研究活性氧(ROS)对氮信号转导的调节作用
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-11 DOI: 10.1007/s11103-024-01435-y
Hui-Xin Meng, Yu-Ze Wang, Xin-Li Yao, Xin-Ran Xie, Shuqi Dong, Xiangyang Yuan, Xiaorui Li, Lulu Gao, Guanghui Yang, Xiaoqian Chu, Jia-Gang Wang

Reactive oxygen species (ROS) is a chemically reactive chemical substance containing oxygen and a natural by-product of normal oxygen metabolism. Excessive ROS affect the growth process of crops, which will lead to the decrease of yield. Nitrogen, as a critical nutrient element in plants and plays a vital role in plant growth and crop production. Nitrate is the primary nitrogen source available to plants in agricultural soil and various natural environments. However, the molecular mechanism of ROS-nitrate crosstalk is still unclear. In this study, we used the foxtail millet (Setaria italica L.) as the material to figure it out. Here, we show that excessive NaCl inhibits nitrate-promoted plant growth and nitrogen use efficiency (NUE). NaCl induces ROS accumulation in roots, and ROS inhibits nitrate-induced gene expression in a short time. Surprisingly, low concentration ROS slight promotes and high concentration of ROS inhibits foxtail millet growth under long-term H2O2 treatment. These results may open a new perspective for further exploration of ROS-nitrate signaling pathway in plants.

活性氧(ROS)是一种含氧的化学反应物质,是正常氧代谢的天然副产物。过量的 ROS 会影响农作物的生长过程,从而导致减产。氮是植物的重要营养元素,在植物生长和作物生产中起着至关重要的作用。硝酸盐是农业土壤和各种自然环境中植物可利用的主要氮源。然而,ROS-硝酸盐相互影响的分子机制仍不清楚。在本研究中,我们以狐尾黍(Setaria italica L.)为材料,对其进行了研究。研究表明,过量的 NaCl 会抑制硝酸盐促进的植物生长和氮利用效率(NUE)。NaCl 会诱导根部的 ROS 积累,而 ROS 会在短时间内抑制硝酸盐诱导的基因表达。令人惊讶的是,在长期 H2O2 处理下,低浓度 ROS 会轻微促进狐尾粟的生长,而高浓度 ROS 则会抑制狐尾粟的生长。这些结果为进一步探索植物中的ROS-硝酸盐信号通路开辟了新的视角。
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引用次数: 0
Insights into the cell-wall dynamics in grapevine berries during ripening and in response to biotic and abiotic stresses 洞察葡萄浆果成熟过程中细胞壁的动态变化以及对生物和非生物胁迫的反应
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-11 DOI: 10.1007/s11103-024-01437-w
Giulia Malacarne, Jorge Lagreze, Barbara Rojas San Martin, Mickael Malnoy, Marco Moretto, Claudio Moser, Lorenza Dalla Costa

The cell wall (CW) is the dynamic structure of a plant cell, acting as a barrier against biotic and abiotic stresses. In grape berries, the modifications of pulp and skin CW during softening ensure flexibility during cell expansion and determine the final berry texture. In addition, the CW of grape berry skin is of fundamental importance for winemaking, controlling secondary metabolite extractability. Grapevine varieties with contrasting CW characteristics generally respond differently to biotic and abiotic stresses. In the context of climate change, it is important to investigate the CW dynamics occurring upon different stresses, to define new adaptation strategies. This review summarizes the molecular mechanisms underlying CW modifications during grapevine berry fruit ripening, plant-pathogen interaction, or in response to environmental stresses, also considering the most recently published transcriptomic data. Furthermore, perspectives of new biotechnological approaches aiming at modifying the CW properties based on other crops’ examples are also presented.

细胞壁(CW)是植物细胞的动态结构,是抵御生物和非生物压力的屏障。在葡萄浆果中,果肉和果皮细胞壁在软化过程中的变化确保了细胞膨胀过程中的灵活性,并决定了浆果的最终质地。此外,葡萄浆果表皮的CW对酿酒至关重要,可控制次生代谢物的萃取率。具有不同CW特性的葡萄品种通常会对生物和非生物胁迫做出不同的反应。在气候变化的背景下,研究不同胁迫下的CW动态以确定新的适应策略非常重要。本综述总结了葡萄浆果成熟、植物与病原体相互作用或应对环境胁迫过程中CW变化的分子机制,并考虑了最新发表的转录组数据。此外,还以其他作物为例,展望了旨在改变化武特性的新生物技术方法。
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引用次数: 0
A long non-coding RNA functions as a competitive endogenous RNA to modulate TaNAC018 by acting as a decoy for tae-miR6206 一种长非编码 RNA 可作为 tae-miR6206 的诱饵,发挥竞争性内源性 RNA 的功能,从而调节 TaNAC018
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-10 DOI: 10.1007/s11103-024-01448-7
Wei-Bo Xu, Qian-Huan Guo, Peng Liu, Shuang Dai, Chang-Ai Wu, Guo-Dong Yang, Jin-Guang Huang, Shi-Zhong Zhang, Jian-Min Song, Cheng-Chao Zheng, Kang Yan

Increasing evidence indicates a strong correlation between the deposition of cuticular waxes and drought tolerance. However, the precise regulatory mechanism remains elusive. Here, we conducted a comprehensive transcriptome analysis of two wheat (Triticum aestivum) near-isogenic lines, the glaucous line G-JM38 rich in cuticular waxes and the non-glaucous line NG-JM31. We identified 85,143 protein-coding mRNAs, 4,485 lncRNAs, and 1,130 miRNAs. Using the lncRNA–miRNA–mRNA network and endogenous target mimic (eTM) prediction, we discovered that lncRNA35557 acted as an eTM for the miRNA tae-miR6206, effectively preventing tae-miR6206 from cleaving the NAC transcription factor gene TaNAC018. This lncRNA–miRNA interaction led to higher transcript abundance for TaNAC018 and enhanced drought-stress tolerance. Additionally, treatment with mannitol and abscisic acid (ABA) each influenced the levels of tae-miR6206, lncRNA35557, and TaNAC018 transcript. The ectopic expression of TaNAC018 in Arabidopsis also improved tolerance toward mannitol and ABA treatment, whereas knocking down TaNAC018 transcript levels via virus-induced gene silencing in wheat rendered seedlings more sensitive to mannitol stress. Our results indicate that lncRNA35557 functions as a competing endogenous RNA to modulate TaNAC018 expression by acting as a decoy target for tae-miR6206 in glaucous wheat, suggesting that non-coding RNA has important roles in the regulatory mechanisms responsible for wheat stress tolerance.

越来越多的证据表明,角质蜡的沉积与耐旱性之间存在密切联系。然而,精确的调控机制仍然难以捉摸。在这里,我们对两个小麦(Triticum aestivum)近等基因系(富含角质蜡质的有白霜品系 G-JM38 和无白霜品系 NG-JM31)进行了全面的转录组分析。我们鉴定了 85,143 个编码蛋白质的 mRNA、4,485 个 lncRNA 和 1,130 个 miRNA。利用lncRNA-miRNA-mRNA网络和内源性目标模拟(eTM)预测,我们发现lncRNA35557作为miRNA tae-miR6206的eTM,有效地阻止了tae-miR6206裂解NAC转录因子基因TaNAC018。这种 lncRNA-miRNA 相互作用提高了 TaNAC018 的转录本丰度,增强了干旱胁迫耐受性。此外,甘露醇和脱落酸(ABA)分别影响了 tae-miR6206、lncRNA35557 和 TaNAC018 的转录本水平。TaNAC018在拟南芥中的异位表达也提高了对甘露醇和ABA处理的耐受性,而在小麦中通过病毒诱导的基因沉默敲低TaNAC018的转录水平则使幼苗对甘露醇胁迫更加敏感。我们的研究结果表明,lncRNA35557可作为一种竞争性内源RNA,通过充当小麦tae-miR6206的诱饵靶标来调节TaNAC018的表达,这表明非编码RNA在小麦抗逆性调控机制中具有重要作用。
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引用次数: 0
Utilizing plasma-generated N2O5 gas from atmospheric air as a novel gaseous nitrogen source for plants 利用等离子体从大气中产生的 N2O5 气体作为植物的新型气态氮源
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-08 DOI: 10.1007/s11103-024-01438-9
Taro Yamanashi, Shouki Takeshi, Shota Sasaki, Keisuke Takashima, Toshiro Kaneko, Yasuhiro Ishimaru, Nobuyuki Uozumi

Fixing atmospheric nitrogen for use as fertilizer is a crucial process in promoting plant growth and enhancing crop yields in agricultural production. Currently, the chemical production of nitrogen fertilizer from atmospheric N2 relies on the energy-intensive Haber–Bosch process. Therefore, developing a low-cost and easily applicable method for fixing nitrogen from the air would provide a beneficial alternative. In this study, we tested the utilization of dinitrogen pentoxide (N2O5) gas, generated from oxygen and nitrogen present in ambient air with the help of a portable plasma device, as a nitrogen source for the model plant Arabidopsis thaliana. Nitrogen-deficient plants supplied with medium treated with N2O5, were able to overcome nitrogen deficiency, similar to those provided with medium containing a conventional nitrogen source. However, prolonged direct exposure of plants to N2O5 gas adversely affected their growth. Short-time exposure of plants to N2O5 gas mitigated its toxicity and was able to support growth. Moreover, when the exposure of N2O5 and the contact with plants were physically separated, plants cultured under nitrogen deficiency were able to grow. This study shows that N2O5 gas generated from atmospheric nitrogen can be used as an effective nutrient for plants, indicating its potential to serve as an alternative nitrogen fertilization method for promoting plant growth.

在农业生产中,固定大气中的氮用作肥料是促进植物生长和提高作物产量的关键过程。目前,利用大气中的二氧化氮生产氮肥的化学方法依赖于能源密集型的哈伯-博施工艺。因此,开发一种低成本且易于应用的方法从空气中固氮将是一种有益的替代方法。在这项研究中,我们利用便携式等离子体装置测试了利用环境空气中的氧气和氮气生成的五氧化二氮(N2O5)气体作为模式植物拟南芥的氮源。使用经 N2O5 处理的培养基的缺氮植物能够克服缺氮问题,这与使用含有传统氮源的培养基的植物类似。然而,植物长时间直接接触 N2O5 气体会对其生长产生不利影响。植物短时间接触 N2O5 气体可减轻其毒性,并能促进生长。此外,当接触 N2O5 和与植物接触的时间物理上分开时,缺氮条件下培养的植物也能生长。这项研究表明,大气氮产生的 N2O5 气体可作为植物的有效养分,这表明它有潜力成为促进植物生长的替代氮肥方法。
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引用次数: 0
Genome-wide identification and in-silico expression analysis of CCO gene family in sunflower (Helianthus annnus) against abiotic stress 向日葵(Helianthus annnus)抗非生物胁迫的 CCO 基因家族的全基因组鉴定和内部表达分析
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-03 DOI: 10.1007/s11103-024-01433-0
Adnan Sami, Muhammad Zeeshan Haider, Muhammad Shafiq, Saleh Sadiq, Farooq Ahmad

Carotenoid cleavage oxygenases (CCOs) enzymes play an important role in plant growth and development by producing a wide array of apocarotenoids and their derivatives. These compounds are vital for colouring flowers and fruits and synthesizing plant hormones such as abscisic acid and strigolactones. Despite their importance, the gene family responsible for CCO enzymes in sunflowers has not been identified. In this study, we identify the CCO genes of the sunflower plant to fill this knowledge gap. Phylogenetic and synteny analysis indicated that the Helianthus annnus CCO (HaCCO) genes were conserved in different plant species and they could be divided into three subgroups based on their conserved domains. Analysis using MEME tool and multiple sequence alignment identified conserved motifs in the HaCCO gene sequence. Cis-regulatory elements (CREs) analysis of the HaCCO genes indicated the presence of various responsive elements related to plant hormones, development, and responses to both biotic and abiotic stresses. This implies that these genes may respond to plant hormones, developmental cues, and drought stress, offering potential applications in the development of more resistant crops. Genes belonging to the 9-cis-epoxy carotenoid dioxygenases (NCED) subgroups predominantly exhibited chloroplast localization, whereas the genes found in other groups are primarily localized in the cytoplasm. These 21 identified HaCCOs were regulated by 60 miRNAs, indicating the crucial role of microRNAs in gene regulation in sunflowers. Gene expression analysis under drought stress revealed significant up-regulation of HaNCED16 and HaNCED19, genes that are pivotal in ABA hormone biosynthesis. During organ-specific gene expression analysis, HaCCD12 and HaCCD20 genes exhibit higher activity in leaves, indicating a potential role in leaf pigmentation. This study provides a foundation for future research on the regulation and functions of the CCO gene family in sunflower and beyond. There is potential for developing molecular markers that could be employed in breeding programs to create new sunflower lines resistant to biotic and abiotic stresses.

类胡萝卜素裂解加氧酶(CCOs)在植物生长和发育过程中发挥着重要作用,能产生大量类胡萝卜素及其衍生物。这些化合物对花朵和果实着色以及合成脱落酸和赤霉内酯等植物激素至关重要。尽管它们非常重要,但负责向日葵中 CCO 酶的基因家族尚未确定。在本研究中,我们鉴定了向日葵植物的 CCO 基因,以填补这一知识空白。系统发育和同源关系分析表明,向日葵 CCO(HaCCO)基因在不同植物物种中是保守的,根据其保守结构域可将其分为三个亚群。利用 MEME 工具和多序列比对分析确定了 HaCCO 基因序列中的保守基序。对 HaCCO 基因的顺式调控元件(CREs)分析表明,这些基因中存在与植物激素、发育以及对生物和非生物胁迫的反应有关的各种响应元件。这意味着这些基因可能会对植物激素、发育线索和干旱胁迫做出反应,从而为开发抗性更强的作物提供了潜在的应用前景。属于 9-顺式环氧类胡萝卜素二氧酶(NCED)亚组的基因主要表现为叶绿体定位,而其他亚组的基因则主要定位在细胞质中。这 21 个已发现的 HaCCOs 受 60 个 miRNAs 的调控,表明 microRNAs 在向日葵基因调控中的关键作用。干旱胁迫下的基因表达分析表明,在 ABA 激素生物合成中起关键作用的基因 HaNCED16 和 HaNCED19 有显著上调。在器官特异性基因表达分析中,HaCCD12和HaCCD20基因在叶片中表现出更高的活性,表明它们在叶片色素沉着中可能发挥作用。这项研究为今后研究向日葵及其他植物中 CCO 基因家族的调控和功能奠定了基础。开发分子标记的潜力巨大,这些标记可用于育种计划,以培育抗生物和非生物胁迫的向日葵新品系。
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引用次数: 0
Artificial intelligence models for validating and predicting the impact of chemical priming of hydrogen peroxide (H2O2) and light emitting diodes on in vitro grown industrial hemp (Cannabis sativa L.). 用于验证和预测过氧化氢(H2O2)化学引物和发光二极管对离体种植工业大麻(Cannabis sativa L.)影响的人工智能模型。
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-25 DOI: 10.1007/s11103-024-01427-y
Muhammad Aasim, Buşra Yıldırım, Ahmet Say, Seyid Amjad Ali, Selim Aytaç, Muhammad Azhar Nadeem

Industrial hemp (Cannabis sativa L.) is a highly recalcitrant plant under in vitro conditions that can be overcome by employing external stimuli. Hemp seeds were primed with 2.0-3.0% hydrogen peroxide (H2O2) followed by culture under different Light Emitting Diodes (LEDs) sources. Priming seeds with 2.0% yielded relatively high germination rate, growth, and other biochemical and enzymatic activities. The LED lights exerted a variable impact on Cannabis germination and enzymatic activities. Similarly, variable responses were observed for H2O2 × Blue-LEDs combination. The results were also analyzed by multiple regression analysis, followed by an investigation of the impact of both factors by Pareto chart and normal plots. The results were optimized by contour and surface plots for all parameters. Response surface optimizer optimized 2.0% H2O2 × 918 LUX LEDs for maximum scores of all output parameters. The results were predicted by employing Multilayer Perceptron (MLP), Random Forest (RF), and eXtreme Gradient Boosting (XGBoost) algorithms. Moreover, the validity of these models was assessed by using six different performance metrics. MLP performed better than RF and XGBoost models, considering all six-performance metrics. Despite the differences in scores, the performance indicators for all examined models were quite close to each other. It can easily be concluded that all three models are capable of predicting and validating data for cannabis seeds primed with H2O2 and grown under different LED lights.

工业大麻(Cannabis sativa L.)是一种在体外条件下非常顽固的植物,但可以通过外部刺激加以克服。用 2.0%-3.0% 的过氧化氢(H2O2)对大麻种子进行催芽,然后在不同的发光二极管(LED)光源下进行培养。用 2.0% 的过氧化氢对种子进行催芽,可获得相对较高的发芽率、生长以及其他生化和酶活性。LED 光源对大麻萌芽和酶活性的影响各不相同。同样,对 H2O2 × 蓝光 LED 组合的反应也不尽相同。还对结果进行了多元回归分析,随后用帕累托图和正态图研究了两个因素的影响。所有参数的结果都通过等高线图和曲面图进行了优化。响应面优化器优化了 2.0% H2O2 × 918 LUX LED,使所有输出参数得分最高。采用多层感知器(MLP)、随机森林(RF)和极端梯度提升(XGBoost)算法对结果进行了预测。此外,还使用六种不同的性能指标对这些模型的有效性进行了评估。在所有六项性能指标中,MLP 的表现均优于 RF 和 XGBoost 模型。尽管得分存在差异,但所有考察模型的性能指标都非常接近。由此不难得出结论,所有这三种模型都能够预测和验证用 H2O2 诱导并在不同 LED 灯下生长的大麻籽的数据。
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引用次数: 0
Full-length transcriptome analysis of Ophioglossum vulgatum: effects of experimentally identified chloroplast gene clusters on expression and evolutionary patterns. Ophioglossum vulgatum 的全长转录组分析:实验确定的叶绿体基因簇对表达和进化模式的影响。
IF 5.1 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-21 DOI: 10.1007/s11103-024-01423-2
Jing Hao, Yingyi Liang, Jingyao Ping, Ting Wang, Yingjuan Su

Genes with similar or related functions in chloroplasts are often arranged in close proximity, forming clusters on chromosomes. These clusters are transcribed coordinated to facilitate the expression of genes with specific function. Our previous study revealed a significant negative correlation between the chloroplast gene expression level of the rare medicinal fern Ophioglossum vulgatum and its evolutionary rates as well as selection pressure. Therefore, in this study, we employed a combination of SMRT and Illumina sequencing technology to analyze the full-length transcriptome sequencing of O. vulgatum for the first time. In particular, we experimentally identified gene clusters based on transcriptome data and investigated the effects of chloroplast gene clustering on expression and evolutionary patterns. The results revealed that the total sequenced data volume of the full-length transcriptome of O. vulgatum amounted to 71,950,652,163 bp, and 110 chloroplast genes received transcript coverage. Nine different types of gene clusters were experimentally identified in their transcripts. The chloroplast cluster genes may cause a decrease in non-synonymous substitution rate and selection pressure, as well as a reduction in transversion rate, transition rate, and their ratio. While expression levels of chloroplast cluster genes in leaf, sporangium, and stem would be relatively elevated. The Mann-Whitney U test indicated statistically significant in the selection pressure, sporangia and leaves groups (P < 0.05). We have contributed novel full-length transcriptome data resources for ferns, presenting new evidence on the effects of chloroplast gene clustering on expression land evolutionary patterns, and offering new theoretical support for transgenic research through gene clustering.

叶绿体中功能相似或相关的基因通常排列得很近,在染色体上形成基因簇。这些基因簇通过协调转录来促进具有特定功能的基因的表达。我们之前的研究发现,稀有药用蕨类植物 Ophioglossum vulgatum 的叶绿体基因表达水平与其进化速度和选择压力之间存在明显的负相关。因此,在本研究中,我们结合 SMRT 和 Illumina 测序技术,首次对 O. vulgatum 进行了全长转录组测序分析。其中,我们基于转录组数据实验性地识别了基因簇,并研究了叶绿体基因聚类对表达和进化模式的影响。结果显示,O. vulgatum全长转录组的测序数据总量为71,950,652,163 bp,110个叶绿体基因获得了转录本覆盖。实验在其转录本中发现了九种不同类型的基因簇。叶绿体集群基因可能会导致非同义替换率和选择压力的降低,以及反转率、转换率及其比率的降低。而叶片、孢子囊和茎中叶绿体集群基因的表达水平会相对升高。Mann-Whitney U 检验表明,选择压力组、孢子囊组和叶片组的叶绿体集群基因表达量差异有统计学意义(P
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Plant Molecular Biology
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