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Exploring ethylene-related genes in Cannabis sativa: implications for sexual plasticity 探索大麻中的乙烯相关基因:对性可塑性的影响
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-01-13 DOI: 10.1007/s00497-023-00492-5
Adrian S. Monthony, Maxime de Ronne, Davoud Torkamaneh

Key message

Presented here are model Yang cycle, ethylene biosynthesis and signaling pathways in Cannabis sativa. C. sativa floral transcriptomes were used to predict putative ethylene-related genes involved in sexual plasticity in the species.

Abstract

Sexual plasticity is a phenomenon, wherein organisms possess the ability to alter their phenotypic sex in response to environmental and physiological stimuli, without modifying their sex chromosomes. Cannabis sativa L., a medically valuable plant species, exhibits sexual plasticity when subjected to specific chemicals that influence ethylene biosynthesis and signaling. Nevertheless, the precise contribution of ethylene-related genes (ERGs) to sexual plasticity in cannabis remains unexplored. The current study employed Arabidopsis thaliana L. as a model organism to conduct gene orthology analysis and reconstruct the Yang Cycle, ethylene biosynthesis, and ethylene signaling pathways in C. sativa. Additionally, two transcriptomic datasets comprising male, female, and chemically induced male flowers were examined to identify expression patterns in ERGs associated with sexual determination and sexual plasticity. These ERGs involved in sexual plasticity were categorized into two distinct expression patterns: floral organ concordant (FOC) and unique (uERG). Furthermore, a third expression pattern, termed karyotype concordant (KC) expression, was proposed, which plays a role in sex determination. The study revealed that CsERGs associated with sexual plasticity are dispersed throughout the genome and are not limited to the sex chromosomes, indicating a widespread regulation of sexual plasticity in C. sativa.

关键信息本文介绍了大麻的阳循环模型、乙烯生物合成和信号通路。摘要 性可塑性是指生物体在不改变其性染色体的情况下,具有根据环境和生理刺激改变其表型性别的能力。大麻(Cannabis sativa L.)是一种具有药用价值的植物物种,当受到影响乙烯生物合成和信号转导的特定化学物质作用时,会表现出性可塑性。然而,乙烯相关基因(ERGs)对大麻性可塑性的确切贡献仍有待探索。目前的研究以拟南芥为模式生物,进行了基因同源分析,并重建了拟南芥的阳循环、乙烯生物合成和乙烯信号通路。此外,还研究了包括雄花、雌花和化学诱导雄花在内的两个转录组数据集,以确定与性决定和性可塑性相关的ERGs的表达模式。这些与性可塑性有关的ERG被分为两种不同的表达模式:花器官一致性(FOC)和独特性(uERG)。此外,还提出了第三种表达模式,称为核型一致(KC)表达,在性别决定中发挥作用。研究发现,与性可塑性相关的 CsERGs 分散在整个基因组中,并不局限于性染色体,这表明 C. sativa 的性可塑性受到广泛调控。
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引用次数: 0
How to awaken a sleeping giant: antagonistic expression of Flowering locus T homologs and elements of the age-related pathway are associated with the flowering transition in Agave tequilana 如何唤醒沉睡的巨人:花期基因座 T 同源物的拮抗表达与龙舌兰花期转变的年龄相关途径要素有关
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-12 DOI: 10.1007/s00497-023-00489-0
Laura Hernández-Soriano, Laura Gálvez-Sandre, Emmanuel Ávila de Dios, June Simpson

Key message

Antagonistic expression of Flowering locus T proteins and the ageing pathway via miRNAs and sugar metabolism regulate the initiation of flowering in A. tequilana.

Abstract

Flowering in commercial plantations of Agave tequilana signals that plants are ready to harvest for tequila production. However, time of flowering is often unpredictable and a detailed understanding of the process would be beneficial in the field, for breeding and for the development of future research. This report describes the functional analysis of A. tequilana FLOWERING LOCUS T (FT) genes by heterologous expression in A. thaliana and in situ hybridization in agave plants. The gene structures of the Agave tequilana FT family are also described and putative regulatory promoter elements were identified. Most Agave species have monocarpic, perennial life cycles that can last over 25 years during which plants do not respond to the normal environmental signals which induce flowering, suggesting that the ageing pathway as described in Arabidopsis may play an important role in determining flowering time in these species. Elements of this pathway were analyzed and in silico data is presented that supports the regulation of SQUAMOSA PROMOTER BINDING LIKE proteins (SPL), APETALA2 (AP2) proteins and members of Plant Glycoside Hydrolase Family 32 (PGHF32) by interactions with miRNAs 156, 172 and 164 during the initiation of flowering in A. tequilana.

关键信息龙舌兰开花基因座 T 蛋白的拮抗表达以及通过 miRNAs 和糖代谢的老化途径调控龙舌兰开花的启动 摘要龙舌兰商业种植园的开花标志着植株已准备好收获龙舌兰酒。然而,开花的时间往往是不可预测的,详细了解开花的过程将有利于田间管理、育种和未来研究的发展。本报告介绍了通过在 A. thaliana 中进行异源表达和在龙舌兰植物中进行原位杂交,对龙舌兰花序位点 T(FT)基因进行的功能分析。此外,还描述了龙舌兰 FT 家族的基因结构,并确定了推定的调控启动子元件。大多数龙舌兰物种都是多年生单花植物,生命周期可长达 25 年以上,在此期间,植物不会对诱导开花的正常环境信号做出反应,这表明拟南芥中描述的老化途径可能在决定这些物种的开花时间方面发挥了重要作用。本文分析了这一途径的各个环节,并提供了硅学数据,这些数据支持在龙舌兰开花初期,通过与 miRNAs 156、172 和 164 的相互作用,对 SQUAMOSA PROMOTER BINDING LIKE 蛋白 (SPL)、APETALA2 (AP2) 蛋白和植物糖苷水解酶家族 32 (PGHF32) 成员进行调控。
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引用次数: 0
The roles of a novel CDKB/KRP/FB3 cell cycle core complex in rice gametes and initiation of embryogenesis. 新型CDKB/KRP/FB3细胞周期核心复合体在水稻配子和胚胎发生中的作用。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-01 Epub Date: 2023-07-25 DOI: 10.1007/s00497-023-00474-7
Hengping Xu, Laura Bartley, Marc Libault, Venkatesan Sundaresan, Hong Fu, Scott Russell

The cell cycle controls division and proliferation of all eukaryotic cells and is tightly regulated at multiple checkpoints by complexes of core cell cycle proteins. Due to the difficulty in accessing female gametes and zygotes of flowering plants, little is known about the molecular mechanisms underlying embryogenesis initiation despite the crucial importance of this process for seed crops. In this study, we reveal three levels of factors involved in rice zygotic cell cycle control and characterize their functions and regulation. Protein-protein interaction studies, including within zygote cells, and in vitro biochemical analyses delineate a model of the zygotic cell cycle core complex for rice. In this model, CDKB1, a major regulator of plant mitosis, is a cyclin (CYCD5)-dependent kinase; its activity is coordinately inhibited by two cell cycle inhibitors, KRP4 and KRP5; and both KRPs are regulated via F-box protein 3 (FB3)-mediated proteolysis. Supporting their critical roles in controlling the rice zygotic cell cycle, mutations in KRP4, KRP5 and FB3 result in the compromised function of sperm cells and abnormal organization of female germ units, embryo and endosperm, thus significantly reducing seed-set rate. This work helps reveal regulatory mechanisms controlling the zygotic cell cycle toward seed formation in angiosperms.

细胞周期控制着所有真核细胞的分裂和增殖,并在多个检查点受到核心细胞周期蛋白复合体的严格调控。由于难以获得开花植物的雌配子和受精卵,尽管这一过程对种子作物至关重要,但对胚胎发生启动的分子机制知之甚少。在本研究中,我们揭示了参与水稻合子细胞周期控制的三个水平的因素,并描述了它们的功能和调节。蛋白质-蛋白质相互作用研究,包括合子细胞内的相互作用研究和体外生化分析,描绘了水稻合子细胞周期核心复合体的模型。在该模型中,植物有丝分裂的主要调节因子CDKB1是一种细胞周期蛋白(CYCD5)依赖性激酶;其活性被两种细胞周期抑制剂KRP4和KRP5协同抑制;并且两种KRP都通过F-box蛋白3(FB3)介导的蛋白水解来调节。KRP4、KRP5和FB3的突变支持了它们在控制水稻合子细胞周期中的关键作用,导致精子细胞功能受损,雌性生殖单位、胚胎和胚乳组织异常,从而显著降低结实率。这项工作有助于揭示控制被子植物受精细胞周期形成种子的调控机制。
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引用次数: 0
The presence of β'1-COP and β'2-COP is required for female and male gametophyte development. 雌配子体和雄配子体的发育需要β′1-COP和β′2-COP的存在。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-01 Epub Date: 2023-06-02 DOI: 10.1007/s00497-023-00467-6
Judit Sánchez-Simarro, Fernando Aniento, María Jesús Marcote

Coat protein I (COPI) and Coat protein II (COPII) coated vesicles mediate protein transport in the early secretory pathway. Although several components of COPII vesicles have been shown to have an essential role in Arabidopsis gametogenesis, the function of COPI components in gametogenesis has not been studied in detail. COPI consists of a heptameric complex made of α, β, β', γ, δ, ɛ, and ζ-COP subunits and most subunits have several isoforms in Arabidopsis. We have found that two isoforms of the β'-COP subunit, β'1-COP and β'2-COP, are required for female and male gametophyte development. Reciprocal crosses between wild type plants and plants heterozygous for T-DNA insertions in β'1-COP and β'2-COP showed that β'1β'2-cop gametophytes are not transmitted.

外壳蛋白I(COPI)和外壳蛋白II(COPII)包被的囊泡在早期分泌途径中介导蛋白质转运。尽管COPII囊泡的几种成分已被证明在拟南芥配子发生中具有重要作用,但COPI成分在配子发生中的作用尚未得到详细研究。COPI由一个由α、β、β’、γ、δ、Ş和ζ-COP亚基组成的七聚体复合物组成,在拟南芥中,大多数亚基都有几种异构体。我们发现,雌配子体和雄配子体发育需要β’-COP亚基的两种亚型,β’1-COP和β’2-COP。野生型植物和β′1-COP和β′2-COP中T-DNA插入杂合的植物之间的相互杂交表明,β′1β′2-COP配子体不传播。
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引用次数: 0
Arabidopsis Sar1 isoforms play redundant roles in female gametophytic development. 拟南芥Sar1亚型在雌性配子体发育中起着冗余作用。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-01 Epub Date: 2023-08-03 DOI: 10.1007/s00497-023-00475-6
Xin Liang, Shan-Wei Li, Jin-Li Wang, Hui-Min Zhao, Sha Li, Yan Zhang

Key message: Functional loss of Arabidopsis Sar1b with that of either Sar1a or Sar1c inhibits mitosis of functional megaspores, leading to defective embryo sac formation and reduced fertility. Vesicular trafficking among diverse endomembrane compartments is critical for eukaryotic cells. Anterograde trafficking from endoplasmic reticulum (ER) to the Golgi apparatus is mediated by coat protein complex II (COPII) vesicles. Among five cytosolic components of COPII, secretion-associated Ras-related GTPase 1 (Sar1) mediates the assembly and disassembly of the COPII coat. Five genes in Arabidopsis encode Sar1 isoforms, whose different cargo specificities and redundancy were both reported. We show here that Arabidopsis Sar1a, Sar1b, and Sar1c mediate the development of female gametophytes (FGs), in which Sar1b plays a major role, whereas Sar1a and Sar1c play a minor role. We determined that female transmission of sar1a;sar1b or sar1c;sar1b was significantly reduced due to defective mitosis of functional megaspores. Half of ovules in sar1a;sar1b/+ or sar1c;sar1b/+ plants failed to attract pollen tubes, leading to fertilization failure. The homozygous sar1a;sar1b or sar1c;sar1b double mutant was obtained by introducing either UBQ10:GFP-Sar1b or UBQ10:GFP-Sar1c, supporting their redundant function in FG development.

关键信息:拟南芥Sar1b与Sar1a或Sar1c的功能丧失抑制了功能性大孢子的有丝分裂,导致胚囊形成缺陷和生育能力下降。囊泡在不同内膜区室之间的运输对真核细胞至关重要。从内质网(ER)到高尔基体的顺行运输是由外壳蛋白复合体II(COPII)小泡介导的。在COPII的五种胞质成分中,分泌相关的Ras相关GTPase 1(Sar1)介导COPII外壳的组装和拆卸。拟南芥中有五个基因编码Sar1亚型,其不同的货物特异性和冗余度都被报道。我们在这里表明,拟南芥Sar1a、Sar1b和Sar1c介导雌配子体(FGs)的发育,其中Sar1b起主要作用,而Sar1a和Sar1c起次要作用。我们确定女性传播sar1a;sar1b或sar1c;由于功能性大孢子有丝分裂缺陷,sar1b显著减少。胎座1a中胚珠的一半;sar1b/+ 或sar1c;sar1b/+ 植物不能吸引花粉管,导致受精失败。纯合sar1a;sar1b或sar1c;sar1b双突变体是通过引入UBQ10:GFP-sar1b或UBQ10:GFP-Sar1c获得的,支持它们在FG发育中的冗余功能。
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引用次数: 0
Genome-wide identification of the C2H2-Zinc finger gene family and functional validation of CsZFP7 in citrus nucellar embryogenesis. C2H2锌指基因家族的全基因组鉴定和CsZFP7在柑橘珠心胚胎发生中的功能验证。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-01 Epub Date: 2023-05-29 DOI: 10.1007/s00497-023-00470-x
Hui-Hui Jia, Yuan-Tao Xu, Zhu-Jun Yin, Mei Qing, Kai-Dong Xie, Wen-Wu Guo, Xiao-Meng Wu

Key message: Genome-wide identification of C2H2-ZF gene family in the poly- and mono-embryonic citrus species and validation of the positive role of CsZFP7 in sporophytic apomixis. The C2H2 zinc finger (C2H2-ZF) gene family is involved in plant vegetative and reproductive development. Although a large number of C2H2 zinc-finger proteins (C2H2-ZFPs) have been well characterized in some horticultural plants, little is known about the C2H2-ZFPs and their function in citrus. In this work, we performed a genome-wide sequence analysis and identified 97 and 101 putative C2H2-ZF gene family members in the genomes of sweet orange (C. sinensis, poly-embryonic) and pummelo (C. grandis, mono-embryonic), respectively. Phylogenetic analysis categorized citrus C2H2-ZF gene family into four clades, and their possible functions were inferred. According to the numerous regulatory elements on promoter, citrus C2H2-ZFPs can be divided into five different regulatory function types that indicate functional differentiation. RNA-seq data revealed 20 differentially expressed C2H2-ZF genes between poly-embryonic and mono-embryonic ovules at two stages of citrus nucellar embryogenesis, among them CsZFP52 specifically expressed in mono-embryonic pummelo ovules, while CsZFP7, 37, 44, 45, 67 and 68 specifically expressed in poly-embryonic sweet orange ovules. RT-qPCR further validated that CsZFP7 specifically expressed at higher levels in poly-embryonic ovules, and down-regulation of CsZFP7 in the poly-embryonic mini citrus (Fortunella hindsii) increased rate of mono-embryonic seeds compared with the wild type, indicating the regulatory potential of CsZFP7 in nucellar embryogenesis of citrus. This work provided a comprehensive analysis of C2H2-ZF gene family in citrus, including genome organization and gene structure, phylogenetic relationships, gene duplications, possible cis-elements on promoter regions and expression profiles, especially in the poly- and mono-embryogenic ovules, and suggested that CsZFP7 is involved in nucellar embryogenesis.

关键信息:在多胚和单胚柑橘中鉴定C2H2-ZF基因家族,并验证CsZFP7在孢子体无融合生殖中的积极作用。C2H2锌指(C2H2-ZF)基因家族参与植物的营养和生殖发育。尽管大量的C2H2锌指蛋白(C2H2ZFPs)在一些园艺植物中已经得到了很好的表征,但对C2H2ZFP及其在柑橘中的功能知之甚少。在这项工作中,我们进行了全基因组序列分析,分别在甜橙(C.sinensis,多胚)和柚子(C.grandis,单胚)的基因组中鉴定了97个和101个推定的C2H2-ZF基因家族成员。系统发育分析将柑橘C2H2-ZF基因家族划分为四个分支,并推测其可能的功能。根据启动子上的众多调控元件,柑橘C2H2ZFPs可分为五种不同的调控功能类型,表明其功能分化。RNA-seq数据显示,在柑橘珠心胚胎发生的两个阶段,多胚和单胚胚珠之间有20个差异表达的C2H2-ZF基因,其中CsZFP52在单胚柚子胚珠中特异性表达,而CsZFP7、37、44、45、67和68在多胚甜橙胚珠中特异地表达。RT-qPCR进一步验证了CsZFP7在多胚胚珠中以更高的水平特异性表达,并且与野生型相比,CsZFP7在多胚迷你柑橘(Fortunella hindsii)中的下调增加了单胚种子的速率,表明CsZFP7在柑橘珠心胚胎发生中的调节潜力。本工作对柑橘C2H2-ZF基因家族进行了全面的分析,包括基因组组织和基因结构、系统发育关系、基因重复、启动子区可能的顺式元件和表达谱,特别是在多胚性和单胚性胚珠中,并表明CsZFP7参与珠心胚胎发生。
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引用次数: 1
Interploidy gene flow via a 'pentaploid bridge' and ploidy reduction in Cystopteris fragilis fern complex (Cystopteridaceae: Polypodiales). 脆弱囊毛蕨复合体中通过“五倍体桥”和倍体减少的多倍体基因流(囊毛蕨科:水龙骨科)。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-01 Epub Date: 2023-08-02 DOI: 10.1007/s00497-023-00476-5
Jan Ptáček, Libor Ekrt, Ondřej Hornych, Tomáš Urfus

Key message: Our results indicate the existence of interploidy gene flow in Cystopteris fragilis, resulting in sexual triploid and diploid gametophytes from pentaploid parents. Similar evolutionary dynamics might operate in other fern complexes and need further investigation. Polyploidization and hybridization are a key evolutionary processes in ferns. Here, we outline an interploidy gene flow pathway operating in the polyploid Cystopteris fragilis complex. The conditions necessary for the existence of this pathway were tested. A total of 365 C. fragilis individuals were collected covering representatives of all three predominant ploidy levels (tetraploid, pentaploid, and hexaploid), cultivated, had their ploidy level estimated by flow cytometry, and their spores collected. The spores, as well as gametophytes and sporophytes established from them, were analysed by flow cytometry. Spore abortion rate was also estimated. In tetraploids, we observed the formation of unreduced (tetraploid) spores (ca 2%). Collected pentaploid individuals indicate ongoing hybridization between ploidy levels. Pentaploids formed up to 52% viable spores, ca 79% of them reduced, i.e. diploid and triploid. Reduced spores formed viable gametophytes, and, in the case of triploids, filial hexaploid sporophytes, showing evidence of sexual reproduction. Some tetraploid sporophytes reproduce apomictically (based on uniform ploidy of their metagenesis up to filial sporophytes). Triploid and diploid gametophytes from pentaploid parents are able to mate among themselves, or with "normal" reduced gametophytes from the sexual tetraploid sporophytes (the dominant ploidy level in the sporophytes in this populations), to produce tetraploid, pentaploid, and hexaploid sporophytes, allowing for geneflow from the pentaploids to both the tetraploid and hexaploid populations. Similar evolutionary dynamics might operate in other fern complexes and need further investigation.

关键信息:我们的研究结果表明,脆弱囊翅目存在多倍体间基因流,导致来自五倍体亲本的性三倍体和二倍体配子体。类似的进化动力学可能在其他蕨类复合体中发挥作用,需要进一步研究。多倍体化和杂交是蕨类植物进化的关键过程。在这里,我们概述了在多倍体脆弱囊翅目复合体中运作的多倍体间基因流动途径。测试了该途径存在的必要条件。共收集了365个脆弱C.fragilis个体,涵盖了所有三个主要倍性水平(四倍体、五倍体和六倍体)的代表,对其进行培养,通过流式细胞术估计其倍性水平,并收集其孢子。通过流式细胞术分析孢子以及配子体和由此建立的孢子体。还估算了孢子流产率。在四倍体中,我们观察到未还原(四倍体)孢子的形成(约2%)。收集的五倍体个体表明倍性水平之间正在进行杂交。五倍体形成高达52%的活孢子,其中约79%减少,即二倍体和三倍体。减少的孢子形成了有活力的配子体,在三倍体的情况下,形成了子代六倍体孢子体,显示出有性繁殖的证据。一些四倍体孢子体无融合生殖(基于其再发生到子孢子体的均匀倍性)。来自五倍体亲本的三倍体和二倍体配子体能够相互交配,或者与来自有性四倍体孢子体的“正常”减少的配子体(该群体中孢子体的显性倍性水平)交配,产生四倍体、五倍体和六倍体孢子体,从而使基因从五倍体流到四倍体和六倍体群体。类似的进化动力学可能在其他蕨类复合体中发挥作用,需要进一步研究。
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引用次数: 0
Evolutionary features of microspore and pollen grain development in Cyperaceae. 莎草科植物小孢子和花粉粒发育的进化特征。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-01 Epub Date: 2023-08-02 DOI: 10.1007/s00497-023-00477-4
Danilo Massuia Rocha, Fernanda Mayara Nogueira, Thiago André, Jorge Ernesto de Araujo Mariath, André Luís Laforga Vanzela

Key message: Asymmetric meiosis leading to the release of pollen grains as pseudomonads is a synapomorphy in Cyperaceae, but differences in microspore development are relevant in the family's evolutionary history. Cyperaceae members present atypical microsporogenesis, in which one meiotic product is functional while the other three degenerate, culminating in pseudomonad pollen formation. Differences during development, such as pseudomonad shape and degenerative microspore positioning, are seen throughout the family, but no phylogenetic interpretation has been made regarding these variances thus far. In this study, we analyzed the early- and late-diverging sedge genera Hypolytrum and Eleocharis, respectively, while comparing them to data available in the literature and conducting an ancestral character reconstruction for pseudomonad traits. Light microscopy results show that pseudomonad development in Hypolytrum is homologous to several other sedge genera, presenting apical degenerative microspores. However, pseudomonads are round and centrally arranged in the anther locule in this case, which consists of a pleisiomorphic trait for the family. The basal positioning of degenerative microspores is restricted to Rhynchospora, consisting of an apomorphic trait for this genus. Despite these differences, ultrastructural analysis of Eleocharis pseudomonad revealed shared features with other genera studied, which include variations in chromatin condensation and cytoplasmic turnover in functional cells. These common features seem related to the different cellular fates seen during microspore development and further corroborate the synapomorphic status of pseudomonads in sedges.

关键信息:导致花粉粒以假单体形式释放的不对称减数分裂是莎草科的一种突触现象,但小孢子发育的差异与该科的进化史有关。莎草科成员表现出非典型的小孢子发生,其中一个减数分裂产物是功能性的,而其他三个退化,最终形成假单体花粉。发育过程中的差异,如假单核形状和退化性小孢子定位,在整个家族中都可以看到,但到目前为止,还没有对这些差异进行系统发育解释。在这项研究中,我们分别分析了早期和晚期分化的莎草属Hyplytrum和Eleocharis,同时将它们与文献中的数据进行了比较,并对假单体性状进行了祖先特征重建。光镜观察结果表明,假单核细胞在下壳中的发育与其他几个莎草属同源,表现为顶端退化的小孢子。然而,在这种情况下,假单胞菌是圆形的,排列在花药室的中心,这是该家族的多效性特征。退化性小孢子的基本定位仅限于Rhynchospora,由该属的一个apomorphic性状组成。尽管存在这些差异,但对拟单核Eleocharis pseudomond的超微结构分析揭示了与所研究的其他属的共同特征,包括功能细胞中染色质凝聚和细胞质周转的变化。这些共同特征似乎与小孢子发育过程中出现的不同细胞命运有关,并进一步证实了莎草中假单体的突触形态地位。
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引用次数: 0
A simple method for measuring pollen germination rate using machine learning. 一种使用机器学习测量花粉发芽率的简单方法。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-01 Epub Date: 2023-06-06 DOI: 10.1007/s00497-023-00472-9
Akira Yamazaki, Ao Takezawa, Kyoka Nagasaka, Ko Motoki, Kazusa Nishimura, Ryohei Nakano, Tetsuya Nakazaki

The pollen germination rate decreases under various abiotic stresses, such as high-temperature stress, and it is one of the causes of inhibition of plant reproduction. Thus, measuring pollen germination rate is vital for understanding the reproductive ability of plants. However, measuring the pollen germination rate requires much labor when counting pollen. Therefore, we used the Yolov5 machine learning package in order to perform transfer learning and constructed a model that can detect germinated and non-germinated pollen separately. Pollen images of the chili pepper, Capsicum annuum, were used to create this model. Using images with a width of 640 pixels for training constructed a more accurate model than using images with a width of 320 pixels. This model could estimate the pollen germination rate of the F2 population of C. chinense previously studied with high accuracy. In addition, significantly associated gene regions previously detected in genome-wide association studies in this F2 population could again be detected using the pollen germination rate predicted by this model as a trait. Moreover, the model detected rose, tomato, radish, and strawberry pollen grains with similar accuracy to chili pepper. The pollen germination rate could be estimated even for plants other than chili pepper, probably because pollen images were similar among different plant species. We obtained a model that can identify genes related to pollen germination rate through genetic analyses in many plants.

花粉发芽率在高温等各种非生物胁迫下降低,是抑制植物繁殖的原因之一。因此,测量花粉发芽率对于了解植物的繁殖能力至关重要。然而,在计数花粉时,测量花粉发芽率需要大量的劳动。因此,我们使用Yolov5机器学习包进行迁移学习,并构建了一个可以分别检测发芽花粉和未发芽花粉的模型。辣椒的花粉图像,辣椒,被用来创建这个模型。使用宽度为640像素的图像进行训练构建了比使用宽度为320像素的图像更准确的模型。该模型可以高精度地估计先前研究的C.chinense F2群体的花粉发芽率。此外,以前在该F2群体的全基因组关联研究中检测到的显著相关基因区域可以使用该模型预测的花粉发芽率作为特征再次检测到。此外,该模型检测到的玫瑰、番茄、萝卜和草莓花粉粒的精度与辣椒相似。即使是辣椒以外的植物,花粉发芽率也可以估计,这可能是因为不同植物物种的花粉图像相似。我们获得了一个模型,可以通过对许多植物的遗传分析来识别与花粉发芽率相关的基因。
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引用次数: 0
Genetic control of generative cell shape by DUO1 in Arabidopsis. DUO1基因对拟南芥生殖细胞形态的遗传调控。
IF 3.4 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-09-01 DOI: 10.1007/s00497-023-00462-x
Abdur Rauf, Hoda Khatab, Michael Borg, David Twell

Key message: The main features of generative cell morphogenesis, formation of a cytoplasmic projection and elongation of the GC body, operate through independent genetic pathways. Male gametogenesis in developing angiosperm pollen involves distinctive changes in cell morphogenesis. Re-shaping and elongation of the generative cell (GC) are linked to the formation of a GC cytoplasmic projection connected to the vegetative cell nucleus. Although genetic control of GC morphogenesis is unknown, we suspected the involvement of the germline-specific MYB transcription factor DUO POLLEN1 (DUO1). We used light and fluorescence microscopy to examine male germline development in pollen of wild-type Arabidopsis and in four allelic duo1 mutants expressing introduced cell markers. Our analysis shows that the undivided GC in duo1 pollen forms a cytoplasmic projection, but the cell body fails to elongate. In contrast GCs of cyclin-dependent kinase function mutants, which fail to divide like duo1 mutants, achieve normal morphogenesis. We conclude that DUO1 has an essential role in the elongation of the GC, but DUO1-independent pathways control the development of the GC cytoplasmic projection. The two main features of GC morphogenesis therefore operate through independently regulated genetic pathways.

关键信息:生殖细胞形态发生的主要特征,细胞质突起的形成和GC体的伸长,是通过独立的遗传途径进行的。发育中的被子植物花粉的雄性配子体发生涉及细胞形态发生的独特变化。生殖细胞(GC)的重塑和伸长与与营养细胞核相连的GC细胞质突起的形成有关。虽然GC形态发生的遗传控制尚不清楚,但我们怀疑与种系特异性MYB转录因子DUO POLLEN1 (DUO1)有关。我们用光镜和荧光显微镜观察了野生型拟南芥花粉和四个表达引入细胞标记的等位基因duo1突变体的雄性种系发育。我们的分析表明,在十二指肠花粉中,未分裂的GC形成细胞质突起,但细胞体不能伸长。相反,细胞周期蛋白依赖性激酶功能突变体的GCs,不能像duo1突变体那样分裂,可以实现正常的形态发生。我们得出结论,DUO1在GC的伸长中起重要作用,但与DUO1无关的途径控制着GC细胞质突起的发展。因此,GC形态发生的两个主要特征通过独立调控的遗传途径运作。
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Plant Reproduction
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