vernalization

春化
  • 文章类型: Journal Article
    冬季休眠是温带多年生植物物候的关键过程。气候变化正在严重影响其进程,导致农业经济损失。更好地理解潜在的机制,以及不同反应的遗传基础,是开发气候适应型品种所必需的。本研究旨在深入了解红树莓(RubusidaeusL)的冬季休眠。我们报告了两个具有相反反应的树莓品种在休眠期间的转录组概况。品种\'GlenAmple\'表现出典型的多年生物候,而\'GlenDee\'记录了持续的休眠失调,表现出活跃的生长和开花季节。RNA-seq结合加权基因共表达网络分析(WGCNA)突出了两种基因型中表现出时间依赖性表达谱的基因簇。“GlenAmple”基因簇的功能分析强调了休眠进入之前细胞和结构发育的重要性,以及遗传和表观遗传过程如RNAi和DNA甲基化在调节基因表达中的作用。而在\'GlenAmple\'中的休眠释放与代谢恢复相关的转录本上调有关,核酸生物发生和处理信号响应途径。在“GlenAmple”中发生的许多过程在“GlenDee”中失调,在“GlenAmple”中也没有发现有拟南芥同源物的28个转录本表现出时间依赖性表达。其中包括与拟南芥VRN1(RiVRN1.1)同源的基因,该基因在“GlenAmple”中的休眠诱导后表现出表达急剧下降。“GlenDee”基因组中基因区域的表征揭示了ATG起始密码子上游的两个大插入。我们认为,低于“GlenDee”中特定VRN1同源物的检测水平的表达会导致休眠失调,这是由于直接或间接受RiVRN1.1调节的基因子集的不适当表达所致。
    Winter dormancy is a key process in the phenology of temperate perennials. Climate change is severely impacting its course leading to economic losses in agriculture. A better understanding of the underlying mechanisms, as well as the genetic basis of the different responses, are necessary for the development of climate-resilient cultivars. This study aims to provide an insight into winter dormancy in red raspberry (Rubus idaeus L). We report the transcriptomic profiles during dormancy in two raspberry cultivars with contrasting responses. The cultivar \'Glen Ample\' showed a typical perennial phenology, whereas \'Glen Dee\' registered consistent dormancy dysregulation, exhibiting active growth and flowering out of season. RNA-seq combined with weighted gene co-expression network analysis (WGCNA) highlighted gene clusters in both genotypes that exhibited time-dependent expression profiles. Functional analysis of \'Glen Ample\' gene clusters highlighted the significance of the cell and structural development prior to dormancy entry as well the role of genetic and epigenetic processes such as RNAi and DNA methylation in regulating gene expression. Whereas dormancy release in \'Glen Ample\' was associated with upregulation of transcripts associated with the resumption of metabolism, nucleic acid biogenesis and processing signal response pathways. Many of the processes occurring in \'Glen Ample\' were dysregulated in \'Glen Dee\' and twenty-eight transcripts exhibiting time-dependent expression in \'Glen Ample\' that also had an Arabidopsis homologue were not found in \'Glen Dee\'. These included a gene with homology to Arabidopsis VRN1 (RiVRN1.1) that exhibited a sharp decline in expression following dormancy induction in \'Glen Ample\'. Characterisation of the gene region in the \'Glen Dee\' genome revealed two large insertions upstream of the ATG start codon. We propose that expression below detection level of a specific VRN1 homologue in \'Glen Dee\' causes dormancy misregulation as a result of inappropriate expression of a subset of genes that are directly or indirectly regulated by RiVRN1.1.
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  • 文章类型: Journal Article
    背景:冬小麦经过春化,长时间暴露在低温下激活的过程。在这个阶段,开花信号产生并传输到顶端分生组织,刺激向花序分生组织的过渡,同时抑制分till芽伸长。虽然一些春化基因已经被鉴定,小麦中控制这一过程的关键顺式调控元件和精确机制仍然未知。
    结果:在这项研究中,我们构建了跨多个组织的广泛的表观基因组和转录组学分析-叶,腋芽,在冬小麦春化期间,茎尖。表观遗传修饰在春化过程中引起组织特异性反应和亚基因组差异表达中起着至关重要的作用。值得注意的是,我们观察到H3K27me3主要调节春化诱导基因,对春化抑制基因的影响有限。这些数据集的整合可以识别10,600个推定的春化相关调控元件,包括位于VRN3上游30Kb的远端可接近染色质区(ACR),有助于构建全面的调控网络。此外,我们发现TaSPL7/15,衰老相关开花途径的组成部分,与VRN1启动子和VRN3远端调控元件相互作用。这些相互作用精细地调节他们的表达,从而影响春化过程和开花。
    结论:我们的研究为小麦春化的表观基因组动力学提供了重要的见解,并确定了对开发具有不同春化特征的小麦种质至关重要的推定调控元件。它还建立了一个与春化相关的转录网络,并揭示来自衰老途径的TaSPL7/15通过直接结合VRN1启动子和VRN3远端调控元件参与春化。
    BACKGROUND: Winter wheat undergoes vernalization, a process activated by prolonged exposure to low temperatures. During this phase, flowering signals are generated and transported to the apical meristems, stimulating the transition to the inflorescence meristem while inhibiting tiller bud elongation. Although some vernalization genes have been identified, the key cis-regulatory elements and precise mechanisms governing this process in wheat remain largely unknown.
    RESULTS: In this study, we construct extensive epigenomic and transcriptomic profiling across multiple tissues-leaf, axillary bud, and shoot apex-during the vernalization of winter wheat. Epigenetic modifications play a crucial role in eliciting tissue-specific responses and sub-genome-divergent expressions during vernalization. Notably, we observe that H3K27me3 primarily regulates vernalization-induced genes and has limited influence on vernalization-repressed genes. The integration of these datasets enables the identification of 10,600 putative vernalization-related regulatory elements including distal accessible chromatin regions (ACRs) situated 30Kb upstream of VRN3, contributing to the construction of a comprehensive regulatory network. Furthermore, we discover that TaSPL7/15, integral components of the aging-related flowering pathway, interact with the VRN1 promoter and VRN3 distal regulatory elements. These interactions finely regulate their expressions, consequently impacting the vernalization process and flowering.
    CONCLUSIONS: Our study offers critical insights into wheat vernalization\'s epigenomic dynamics and identifies the putative regulatory elements crucial for developing wheat germplasm with varied vernalization characteristics. It also establishes a vernalization-related transcriptional network, and uncovers that TaSPL7/15 from the aging pathway participates in vernalization by directly binding to the VRN1 promoter and VRN3 distal regulatory elements.
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  • 文章类型: Journal Article
    背景:白羽扇豆(LupinusalbusL.)是一种高蛋白的旧世界谷物豆类,具有显着的食品和饲料生产兴趣。它播种在秋天或早春,取决于当地的农业气候条件。本研究旨在鉴定与春化反应性相关的等位基因变异,为了提高我们对豆科植物开花调节途径的认识,并根据当前育种和适应气候变化的需要,开发用于所需物候的分子选择工具。
    结果:大约120种白羽扇豆来自欧洲的各种环境,非洲,和亚洲在三种不同春化强度的环境中在野外条件下进行了表型分析,即,一个地中海和意大利的一个次大陆气候地点正在秋季播种,和法国春季播种的次生气候地点。从中提取的262个个体基因型在长时间光周期的温室中进行了表型分析,而无需进行春化。物候数据,以及通过多样性阵列技术测序(DArT-seq)和基于PCR的筛选方法产生的标记数据,这些标记数据针对连锁图谱中已发表的数量性状基因座(QTL)和新鉴定的FLOWERINGLOCUST同源物启动子区域的插入/缺失多态性,LalbFTc1基因(Lalb_Chr14g0364281),进行了全基因组关联研究(GWAS)。种群结构遵循物候和隔离的差异。GWAS突出显示了许多与开花时间显着相关的基因座,包括四个LalbFTc1基因启动子缺失:2388bp和2126bp在5'端缺失,启动子中部有264bp缺失,启动子3'末端有28bp缺失。除了LalbFTc1删除,这组包含DArT-seq标记,这些标记与先前发表的Lalb_Chr02,Lalb_Chr13和Lalb_Chr16染色体中的主要QTL以及其他染色体中新发现的QTL相匹配。
    结论:这项研究强调了开花时间的新型QTL,并验证了已经发表的QTL,从而为旧世界羽扇豆物种中FTc1基因功能进化向春化途径的趋同提供了新证据。此外,这项研究提供了一组特异于极端表型(最早或最新)的基因座,等待在春季或冬季播种的标记辅助选择中进一步实施.
    BACKGROUND: White lupin (Lupinus albus L.) is a high-protein Old World grain legume with remarkable food and feed production interest. It is sown in autumn or early spring, depending on the local agroclimatic conditions. This study aimed to identify allelic variants associated with vernalization responsiveness, in order to improve our knowledge of legume flowering regulatory pathways and develop molecular selection tools for the desired phenology as required for current breeding and adaptation to the changing climate.
    RESULTS: Some 120 white lupin accessions originating from a wide range of environments of Europe, Africa, and Asia were phenotyped under field conditions in three environments with different intensities of vernalization, namely, a Mediterranean and a subcontinental climate sites of Italy under autumn sowing, and a suboceanic climate site of France under spring sowing. Two hundred sixty-two individual genotypes extracted from them were phenotyped in a greenhouse under long-day photoperiod without vernalization. Phenology data, and marker data generated by Diversity Arrays Technology sequencing (DArT-seq) and by PCR-based screening targeting published quantitative trait loci (QTLs) from linkage map and newly identified insertion/deletion polymorphisms in the promoter region of the FLOWERING LOCUS T homolog, LalbFTc1 gene (Lalb_Chr14g0364281), were subjected to a genome-wide association study (GWAS). Population structure followed differences in phenology and isolation by distance pattern. The GWAS highlighted numerous loci significantly associated with flowering time, including four LalbFTc1 gene promoter deletions: 2388 bp and 2126 bp deletions at the 5\' end, a 264 bp deletion in the middle and a 28 bp deletion at the 3\' end of the promoter. Besides LalbFTc1 deletions, this set contained DArT-seq markers that matched previously published major QTLs in chromosomes Lalb_Chr02, Lalb_Chr13 and Lalb_Chr16, and newly discovered QTLs in other chromosomes.
    CONCLUSIONS: This study highlighted novel QTLs for flowering time and validated those already published, thereby providing novel evidence on the convergence of FTc1 gene functional evolution into the vernalization pathway in Old World lupin species. Moreover, this research provided the set of loci specific for extreme phenotypes (the earliest or the latest) awaiting further implementation in marker-assisted selection for spring- or winter sowing.
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  • 文章类型: Journal Article
    在温暖的温度下,植物通过精确的基因表达调控来调整其形态以适应环境。然而,选择性聚腺苷酸化(APA)的功能和调节,基因表达的重要微调,在植物热形态发生中仍然未知。在这里我们发现,一个关键的翻译后修饰,在拟南芥中由SUMO连接酶SIZ1介导的高温下长时间处理诱导。SIZ1的耗尽改变了聚腺苷酸化信号的全球使用,并影响了热形态发生基因的APA动态。CPSF100是用于聚腺苷酸化调节的CPSF复合物的关键亚基,通过SIZ1进行SUMO化。重要的是,SUMO化对于CPSF100在热形态发生过程中全基因组聚腺苷酸化位点选择中的功能至关重要。CPSF100上的SUMO缀合减弱了其与其伴侣CPSF30的两个同工型的相互作用,从而增加了CPSF100的核积累以进行聚腺苷酸化调节。总之,我们揭示了植物热形态发生中通过SUMO化调节APA的机制。
    Under warm temperatures, plants adjust their morphologies for environmental adaption via precise gene expression regulation. However, the function and regulation of alternative polyadenylation (APA), an important fine-tuning of gene expression, remains unknown in plant thermomorphogenesis. In this study, we found that SUMOylation, a critical post-translational modification, is induced by a long-term treatment at warm temperatures via a SUMO ligase SIZ1 in Arabidopsis. Disruption of SIZ1 altered the global usage of polyadenylation signals and affected the APA dynamic of thermomorphogenesis-related genes. CPSF100, a key subunit of the CPSF complex for polyadenylation regulation, is SUMOylated by SIZ1. Importantly, we demonstrated that SUMOylation is essential for the function of CPSF100 in genome-wide polyadenylation site choice during thermomorphogenesis. Further analyses revealed that the SUMO conjugation on CPSF100 attenuates its interaction with two isoforms of its partner CPSF30, increasing the nuclear accumulation of CPSF100 for polyadenylation regulation. In summary, our study uncovers a regulatory mechanism of APA via SIZ1-mediated SUMOylation in plant thermomorphogenesis.
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  • 文章类型: Journal Article
    冬季植物依靠春化,适应寒冷条件和确保成功繁殖的关键过程。然而,理解组蛋白修饰在指导冬小麦春化过程中的作用仍然有限。在这项研究中,我们在田间研究了冬小麦整个生命周期中茎尖的转录组和染色质动态。两个核心组蛋白修饰,H3K27me3和H3K36me3在关键春化基因VERNALIZATION1(VRN1)上表现出相反的模式,与其在冷暴露期间的诱导相关。此外,在冷暴露后,H3K36me3水平在VRN1保持较高,可以保持其活动状态。独立于施肥的胚乳(Tafie)和SET结构域组8/短期内早花(TaSDG8/TaEFS)的突变,分别为H3K27me3和H3K36me3编写器复合体的组件,受影响的开花时间。有趣的是,在不存在H3K36me3的情况下,在冷暴露记忆后VRN1失去其高表达。在胚胎发育过程中,VRN1通过去除冬小麦和春小麦中的活性组蛋白修饰而沉默,对冬小麦H3K27me3具有选择性恢复作用。Tafie-cr-87的突变体,H3K27me3“作家”复合体的组成部分,不影响胚胎发育过程中VRN1的沉默,而是减弱了冬小麦的寒冷暴露需求。将基因表达与H3K27me3和H3K36me3模式整合确定了开花的潜在调节因子。本研究揭示了H3K27me3和H3K36me3在控制春化反应中的不同作用。维护,在冬小麦中复位。
    Winter plants rely on vernalization, a crucial process for adapting to cold conditions and ensuring successful reproduction. However, understanding the role of histone modifications in guiding the vernalization process in winter wheat remains limited. In this study, we investigated the transcriptome and chromatin dynamics in the shoot apex throughout the life cycle of winter wheat in the field. Two core histone modifications, H3K27me3 and H3K36me3, exhibited opposite patterns on the key vernalization gene VERNALIZATION1 (VRN1), correlating with its induction during cold exposure. Moreover, the H3K36me3 level remained high at VRN1 after cold exposure, which may maintain its active state. Mutations in FERTILIZATION-INDEPENDENT ENDOSPERM (TaFIE) and SET DOMAIN GROUP 8/EARLY FLOWERING IN SHORT DAYS (TaSDG8/TaEFS), components of the writer complex for H3K27me3 and H3K36me3, respectively, affected flowering time. Intriguingly, VRN1 lost its high expression after the cold exposure memory in the absence of H3K36me3. During embryo development, VRN1 was silenced with the removal of active histone modifications in both winter and spring wheat, with selective restoration of H3K27me3 in winter wheat. The mutant of Tafie-cr-87, a component of H3K27me3 \"writer\" complex, did not influence the silence of VRN1 during embryo development, but rather attenuated the cold exposure requirement of winter wheat. Integrating gene expression with H3K27me3 and H3K36me3 patterns identified potential regulators of flowering. This study unveils distinct roles of H3K27me3 and H3K36me3 in controlling vernalization response, maintenance, and resetting in winter wheat.
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  • 文章类型: Journal Article
    甜菜(BetavulgarisL.),一种两年生的糖作物,贡献了世界约16%的糖产量。从营养生长的过渡,在此期间糖在甜菜中积累,生殖生长,在此期间,糖在甜菜中耗尽,由春化和光周期决定。GIGANTEA(GI)是甜菜春化诱导的关键光周期开花基因。为了确定BvGI的上游调节因素,基于加权基因共表达网络分析(WGCNA)和TF结合位点预测,筛选与BvGI共表达并能与BvGI启动子结合的候选转录因子(TF)。随后,它们对BvGI的转录调控作用通过亚细胞定位得到验证,双荧光素酶测定和酵母转化试验。春化后共鉴定了7586个差异表达基因,并通过WGCNA分为18个共表达模块,其中一个(MEcyan)和两个(MEdarkorange2和MEmidnightblue)模块与BvGI的表达呈正相关和负相关,分别。使用PlantTFDB进行TF结合位点预测能够筛选BvLHY,BvTCP4和BvCRF4作为候选TFs通过影响BvGI的转录负调控其表达。亚细胞定位显示BvLHY,BvTCP4和BvCRF4定位于细胞核。双荧光素酶测定和酵母转化试验结果表明,在BvLHY中,HIS3的相对荧光素酶活性和表达量降低,BvTCP4和BvCRF4转化体,这表明这三种TFs抑制了BvGI启动子。此外,实时定量逆转录PCR显示BvLHY和BvTCP4表现出与BvGI相似的节律性表达特征,而BvCRF4没有。我们的结果表明,春化与光周期途径交叉,通过抑制BvGI的转录阻遏物来启动甜菜中的抽苔。
    Sugar beet (Beta vulgaris L.), a biennial sugar crop, contributes about 16% of the world\'s sugar production. The transition from vegetative growth, during which sugar accumulated in beet, to reproductive growth, during which sugar exhausted in beet, is determined by vernalization and photoperiod. GIGANTEA (GI) is a key photoperiodic flowering gene that is induced by vernalization in sugar beet. To identify the upstream regulatory factors of BvGI, candidate transcription factors (TF) that were co-expressed with BvGI and could bind to the BvGI promoter were screened based on weighted gene co-expression network analysis (WGCNA) and TF binding site prediction. Subsequently, their transcriptional regulatory role on the BvGI was validated through subcellular localization, dual-luciferase assays and yeast transformation tests. A total of 7,586 differentially expressed genes were identified after vernalization and divided into 18 co-expression modules by WGCNA, of which one (MEcyan) and two (MEdarkorange2 and MEmidnightblue) modules were positively and negatively correlated with the expression of BvGI, respectively. TF binding site predictions using PlantTFDB enabled the screening of BvLHY, BvTCP4 and BvCRF4 as candidate TFs that negatively regulated the expression of BvGI by affecting its transcription. Subcellular localization showed that BvLHY, BvTCP4 and BvCRF4 were localized to the nucleus. The results of dual-luciferase assays and yeast transformation tests showed that the relative luciferase activity and expression of HIS3 was reduced in the BvLHY, BvTCP4 and BvCRF4 transformants, which suggested that the three TFs inhibited the BvGI promoter. In addition, real-time quantitative reverse transcription PCR showed that BvLHY and BvTCP4 exhibited rhythmic expression characteristics similar to that of BvGI, while BvCRF4 did not. Our results revealed that vernalization crosstalked with the photoperiod pathway to initiate bolting in sugar beet by inhibiting the transcriptional repressors of BvGI.
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  • 文章类型: Journal Article
    春化是冬小麦开花的必要条件。然而,目前尚不清楚春小麦是否也需要春化,经常在秋天播种,以及小麦品种春化反应的分子机制是什么。在这项研究中,我们研究了调节冬小麦和春小麦品种春化反应的分子机制。为此,我们确定了这些品种中主要的春化基因(VRN1,VRN2和VRN3)对春化的反应,以及组蛋白的修饰是否在基因表达的变化中起作用.我们还确定了在冬季和春季小麦品种中对春化反应的差异调节基因。我们发现在冬小麦中,但不是春小麦,春化后回到温暖的温度时,VRN1表达降低。这一发现可能与春小麦和冬小麦在VRN1基因组蛋白H3(H3K27me3)上赖氨酸27的三甲基化水平和组蛋白H3(H3K4me3)上赖氨酸4的三甲基化水平的差异有关。春化前后冬小麦转录组的分析表明,春化影响几个基因的表达,包括那些参与亮氨酸分解代谢的,半胱氨酸生物合成,和类黄酮生物合成。这些发现为进一步研究小麦春化调控机制提供了新的候选者。
    Vernalization is necessary for winter wheat to flower. However, it is unclear whether vernalization is also required for spring wheat, which is frequently sown in fall, and what molecular mechanisms underlie the vernalization response in wheat varieties. In this study, we examined the molecular mechanisms that regulate vernalization response in winter and spring wheat varieties. For this purpose, we determined how major vernalization genes (VRN1, VRN2, and VRN3) respond to vernalization in these varieties and whether modifications to histones play a role in changes in gene expression. We also identified genes that are differentially regulated in response to vernalization in winter and spring wheat varieties. We found that in winter wheat, but not in spring wheat, VRN1 expression decreases when returned to warm temperature following vernalization. This finding may be associated with differences between spring and winter wheat in the levels of tri-methylation of lysine 27 on histone H3 (H3K27me3) and tri-methylation of lysine 4 on histone H3 (H3K4me3) at the VRN1 gene. Analysis of winter wheat transcriptomes before and after vernalization revealed that vernalization influences the expression of several genes, including those involved in leucine catabolism, cysteine biosynthesis, and flavonoid biosynthesis. These findings provide new candidates for further study on the mechanism of vernalization regulation in wheat.
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  • 文章类型: Journal Article
    侵袭性真菌病原体对广泛种植的作物物种构成重大威胁,由于它们有能力适应新的宿主和新的环境条件。深入了解这些病原体的人口统计学历史并阐明驱动共同进化过程的机制对于制定持久有效的疾病管理计划至关重要。银杏是大麦的重要真菌病原体,由两个谱系组成,Ptt和Ptm,全球分布和人口历史反映了大麦的驯化和传播。然而,对影响三叶草种群结构的因素知之甚少,尽管大麦农业系统的品种和环境异质性。这里,我们报道了法国和全球P.teres的种群基因组结构。我们使用基因分型测序表明Ptt和Ptm可以在法国的同一地区共存,Ptt占主导地位。此外,我们发现,大麦品种的春化需求差异与法国和全球范围内的Ptt种群分化有关,在春季大麦上发现了一个种群群,在冬季大麦上发现了另一个种群群。我们的结果表明,种植条件,可能与宿主种群之间的遗传差异有关,可能与维持在大地理区域上共存的不同入侵病原体种群有关。这项研究不仅增进了我们对Pt-barley病态系统协同进化动力学的理解,而且还促进了对宿主适应与适应非生物条件在塑造Ptt种群中的相对贡献的进一步研究。
    Invasive fungal pathogens pose a substantial threat to widely cultivated crop species, owing to their capacity to adapt to new hosts and new environmental conditions. Gaining insights into the demographic history of these pathogens and unravelling the mechanisms driving coevolutionary processes are crucial for developing durably effective disease management programmes. Pyrenophora teres is a significant fungal pathogen of barley, consisting of two lineages, Ptt and Ptm, with global distributions and demographic histories reflecting barley domestication and spread. However, the factors influencing the population structure of P. teres remain poorly understood, despite the varietal and environmental heterogeneity of barley agrosystems. Here, we report on the population genomic structure of P. teres in France and globally. We used genotyping-by-sequencing to show that Ptt and Ptm can coexist in the same area in France, with Ptt predominating. Furthermore, we showed that differences in the vernalization requirement of barley varieties were associated with population differentiation within Ptt in France and at a global scale, with one population cluster found on spring barley and another population cluster found on winter barley. Our results demonstrate how cultivation conditions, possibly associated with genetic differences between host populations, can be associated with the maintenance of divergent invasive pathogen populations coexisting over large geographic areas. This study not only advances our understanding of the coevolutionary dynamics of the Pt-barley pathosystem but also prompts further research on the relative contributions of adaptation to the host versus adaptation to abiotic conditions in shaping Ptt populations.
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  • 文章类型: Journal Article
    增加的日长和温暖的条件通过直接调节核phyB而反过来影响植物的生长,ELF3和COP1水平。下胚轴长度的定量测量是深入了解这个复杂的调控网络的关键。而类似的定量数据是许多植物生物学研究的基础。这里,我们探索数学建模的应用,特别是常微分方程(ODE),了解植物对这些环境线索的反应。我们为建设提供了全面的指导,模拟,并将这些模型拟合到数据中,利用质量作用定律研究分子物种的进化。介绍了这些模型的基本原理,强调它们在破译复杂的植物生理相互作用和测试假设方面的效用。这个简短的介绍将不允许没有数学背景的实验主义者在一夜之间运行他们自己的模拟,但这将帮助他们掌握建模原则,并与更多有理论倾向的同事交流。
    Increased day lengths and warm conditions inversely affect plant growth by directly modulating nuclear phyB, ELF3, and COP1 levels. Quantitative measures of the hypocotyl length have been key to gaining a deeper understanding of this complex regulatory network, while similar quantitative data are the foundation for many studies in plant biology. Here, we explore the application of mathematical modeling, specifically ordinary differential equations (ODEs), to understand plant responses to these environmental cues. We provide a comprehensive guide to constructing, simulating, and fitting these models to data, using the law of mass action to study the evolution of molecular species. The fundamental principles of these models are introduced, highlighting their utility in deciphering complex plant physiological interactions and testing hypotheses. This brief introduction will not allow experimentalists without a mathematical background to run their own simulations overnight, but it will help them grasp modeling principles and communicate with more theory-inclined colleagues.
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  • 文章类型: Journal Article
    温度诱导下胚轴伸长,叶柄,和根,连同下叶反应,构成可用于评估植物热形态发生能力的关键模型表型。表型响应通常在不同温度下在幼苗发育期间的单个时间点定量。然而,为了捕捉增长动态,需要评估几个时间点,和理想的连续测量。在这里,我们描述了用于在单个和多个时间点记录和测量幼苗表型的一般实验设置和技术解决方案。此外,我们提出了一个名为“rootdetectR”的R包,“这使得下胚轴容易加工,根或叶柄长度,和增长率数据,并提供不同的数据表示选项。
    Temperature-induced elongation of hypocotyls, petioles, and roots, together with hyponastic leaf responses, constitute key model phenotypes that can be used to assess a plant\'s capacity for thermomorphogenesis. Phenotypic responses are often quantified at a single time point during seedling development at different temperatures. However, to capture growth dynamics, several time points need to be assessed, and ideally continuous measurements are taken. Here we describe a general experimental setup and technical solutions for recording and measuring seedling phenotypes at single and multiple time points. Furthermore, we present an R-package called \"rootdetectR,\" which allows easy processing of hypocotyl, root or petiole length, and growth rate data and provides different options of data presentation.
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