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Silencing of a glycosyltransferase-like protein in citrus reduces male and female fertility impacting seed development in self-pollinated fruit. 柑橘中糖基转移酶样蛋白的沉默降低了雄性和雌性的育性,影响了自花授粉果实的种子发育。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1629727
Stefania Bennici, Berta Alquézar, Lourdes Carmona, Gaetano Distefano, Alessandra Gentile, Leandro Peña

Citrus species are among the most important fruit tree crops grown worldwide. Their long juvenile period joined with their complex genetic and reproductive characteristics severely hampers genomic studies and the improvement of traits of interest. Among these, seedlessness represents a major fruit quality trait. Genetic engineering is the fastest way to unequivocally characterize the function of citrus genes and to develop better varieties. In this study, two genes from Citrus clementina Hort. ex Tan., CcGLT1 and CcRBP1, that putatively encode a glycosyltransferase-like (GLT) protein and an RNA binding (RBP) family protein, respectively, were characterized as highly expressed in male and female reproductive tissues and then evaluated as candidate genes involved in male and/or female gametic development by silencing them using RNA interference (RNAi) in Carrizo citrange, used as model citrus type easy to transform. Concurrently, the early flowering and fruiting phenotype was induced by ectopic overexpression of the citrus ortholog of the floral integrator FLOWERING LOCUS T gene (FT) which enabled flower and fruit production less than six months after transformation. Histological observations of flower tissues from genetically modified plants showed that silencing CcGLT1 affects pollen performance by reducing pollen germinability and viability which results in an increased rate of ovule abortion resulting in fewer seeds in self-pollinated fruits. Conversely, the silencing of CcRBP1 led to severe alterations in plant growth and development in the transgenic RBP lines preventing the characterization of its role in fertility, which therefore remains unresolved. These results provide useful insights into male and female sterility in citrus for the genetic improvement of commercial varieties aimed to obtain seedless fruits.

柑橘是世界上最重要的果树作物之一。它们漫长的幼年期加上复杂的遗传和生殖特征严重阻碍了基因组研究和感兴趣性状的改进。其中,无籽是主要的果实品质性状。基因工程是明确表征柑橘基因功能和培育优良品种的最快方法。本研究从小柑橘中提取了两个基因。棕褐色。, CcGLT1和CcRBP1分别编码糖基转移酶样(GLT)蛋白和RNA结合(RBP)家族蛋白,在雄性和雌性生殖组织中高表达,然后通过RNA干扰(RNAi)对其进行沉默,作为易于转化的模型柑橘类型,以Carrizo柑为研究对象,评估了参与雄性和/或雌性配子发育的候选基因。同时,花整合子开花位点T基因(开花位点T)的柑橘同源异位过表达诱导了早熟开花和结果表型,使转化后不到6个月就能开花和结果。对转基因植物花组织的组织学观察表明,沉默CcGLT1基因会降低花粉的萌发能力和活力,从而导致胚珠败育率增加,自花授粉果实的种子数量减少。相反,CcRBP1的沉默导致转基因RBP株系植物生长发育的严重改变,阻止了其在生育力中的作用的表征,因此仍未解决。这些结果为柑桔雄性和雌性不育的遗传改良提供了有益的见解,旨在获得无籽水果的商业品种。
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引用次数: 0
Controlled drainage stabilized cotton yield by enhancing photosynthesis, the antioxidant defenses and osmoregulation at reduced nitrogen fertilization. 控制排水通过提高氮肥减量下的光合作用、抗氧化防御和渗透调节来稳定棉花产量。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1740476
Yonggang Duan, Jiajia Feng, Weihan Wang, Shuaikang Liu, Dongliang Qi

Controlled drainage (CD) can improve crop yield by optimizing the soil water and nutrient environment. Nevertheless, the combined effects of reduced nitrogen fertilization and CD on crop leaf senescence characteristics is unclear. Thus, a two-year field experiment was conducted to address the effects of nitrogen fertilizer rates (280, 252, 224, and 196 kg N ha-1, denoted as N1, N2, N3, and N4, respectively) on the leaf area index (LAI), SPAD value, net photosynthetic rate (P n), activities of superoxide dismutase (SOD), peroxidases (POD), catalase (CAT), and the contents of soluble protein (SP) and malondialdehyde (MDA) in plant leaves, and the seed yield of cotton under CD and free drainage (FD). CD resulted in greater LAI, SPAD value, P n, SOD, POD, and CAT activities, and SP content, and smaller MDA content at the three reduced nitrogen rates, and thus obtained a relatively high seed cotton yield. The delayed leaf senescence characteristics were due to greater soil moisture and NO3 --N content in the plough (0-40 cm) layer under CD. Notably, all reduced nitrogen rates significantly decreased the cottonseed yield under FD, but N2 and N3 had comparable cottonseed yields under CD. Therefore, we concluded that controlled drainage could stabilize seed cotton yield by improving photosynthesis, the antioxidant defenses and osmoregulation at 80%-90% of normal nitrogen fertilizer rate. The results also reveal the physiological mechanisms through which the drainage regime mediates crop yield under varying nitrogen rates.

控制排水可以通过优化土壤水分和养分环境来提高作物产量。然而,减量施氮和CD对作物叶片衰老特性的联合影响尚不清楚。因此,进行了为期两年的田间试验解决氮肥率的影响(280、252、224、196公斤N农业,表示N1、N2, N3,陶瓷,分别)叶面积指数(LAI), SPAD值,净光合速率(P N)、超氧化物歧化酶(SOD)的活动,氧化物酶(POD)、过氧化氢酶(CAT)、可溶性蛋白(SP)和丙二醛(MDA)在植物叶子,和棉花的种子产量在CD和自由排水(FD)。在3种降氮水平下,CD处理导致LAI、SPAD值、P n、SOD、POD和CAT活性增加,SP含量增加,MDA含量减少,从而获得较高的籽棉产量。CD处理下耕层(0 ~ 40 cm)土壤水分和NO3—N含量均显著降低,但CD处理下N2和N3的棉花产量相当。因此,在正常施氮量的80% ~ 90%范围内,控制排水可通过改善光合作用、抗氧化防御和渗透调节来稳定籽棉产量。研究结果还揭示了不同施氮量下排水制度调节作物产量的生理机制。
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引用次数: 0
Genome-wide identification of the class III peroxidase gene family and its association with fruit rind cracking in Cucumis melo. 甜瓜III类过氧化物酶基因家族的全基因组鉴定及其与果皮开裂的关系
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1706618
Yanping Hu, Tingting Zhang, Yushan Wang, Chongchong Wang, Baibi Zhu, Feng Wang, Yisong Chen, Min Wang, Yang Zhou
<p><strong>Introduction: </strong>Class III peroxidase (PRX) functions as a pivotal enzyme in lignin polymerization and participates in the regulation of cell wall hardening and elongation. Nevertheless, comprehensive investigations on PRX involvement in the rind cracking of melon (<i>Cucumis melo</i>) remain absent.</p><p><strong>Methods: </strong>In this study, melon was used as experimental material. Physiological analyses were performed to compare peroxidase activity and lignin accumulation between cracking-susceptible and resistant cultivars, as well as between cracked and non-cracked rinds. Genome-wide identification, phylogenetic analysis, chromosome localization, collinearity analysis, and <i>cis</i>-acting element prediction were conducted to characterize the melon PRX gene family. Transcriptome sequencing was used to analyze <i>CmPRX</i> expression patterns across different rind types, and quantitative real-time polymerase chain reaction (qRT-PCR) was performed for validation. Protein-protein interaction networks were predicted to explore the functional associations of candidate genes.</p><p><strong>Results and discussion: </strong>Peroxidase activity and lignin accumulation were significantly higher in cracking-susceptible cultivars compared to cracking-resistant cultivars, with cracked rinds displaying elevated levels relative to intact rinds. Sixty-four <i>PRX</i> genes were identified in the melon genome, and phylogenetic analysis categorized them into six subgroups. The <i>CmPRX</i> genes were unevenly distributed across 12 chromosomes, and collinearity analysis uncovered eight duplicated gene pairs within the melon genome. Comparative synteny analysis revealed that the number of collinear <i>PRX</i> gene pairs between melon and other Cucurbitaceae species, specially cucumber and watermelon, was greater than that observed with the more distantly related <i>Arabidopsis</i>. Promoter <i>cis-</i>acting element examination revealed that the 64 <i>CmPRX</i> genes harbored 25 classes of elements associated with hormones, stress responses, and growth and development. Transcriptome data from melon rinds revealed that the <i>CmPRX</i> genes could be clustered into six groups based on expression patterns across different rind types. Among these, <i>CmPRX</i> genes in clusters 1 and 6 exhibited higher transcript levels in cracked rinds compared to non-cracked rinds. Moreover, quantitative real-time polymerase chain reaction analyses confirmed that <i>CmPRX39</i>, <i>CmPRX48</i>, and <i>CmPRX51</i> were expressed at significantly elevated levels in cracked rinds compared with those of non-cracked rinds. Protein interaction network prediction showed that these three candidate genes interacted with multiple proteins involved in the lignin synthesis pathway, suggesting their potential regulatory roles in rind cracking of melon through mediating lignin polymerization. These findings identified candidate genes influencing rind cracking in melon, th
III类过氧化物酶(Class III peroxidase, PRX)是木质素聚合的关键酶,参与细胞壁硬化和伸长的调控。然而,关于PRX参与甜瓜(甜瓜)果皮开裂的全面调查仍然缺乏。方法:本研究以甜瓜为实验材料。采用生理分析方法,比较了脆皮敏感品种和抗脆皮品种、脆皮和非脆皮品种过氧化物酶活性和木质素积累量。对甜瓜PRX基因家族进行了全基因组鉴定、系统发育分析、染色体定位、共线性分析和顺式作用元件预测。利用转录组测序分析CmPRX在不同果皮类型中的表达模式,并采用实时定量聚合酶链反应(qRT-PCR)进行验证。预测蛋白质-蛋白质相互作用网络以探索候选基因的功能关联。结果与讨论:裂裂敏感品种的过氧化物酶活性和木质素积累量显著高于抗裂裂品种,裂裂果皮的过氧化物酶活性和木质素积累量明显高于完整果皮。在甜瓜基因组中鉴定出64个PRX基因,系统发育分析将其分为6个亚群。CmPRX基因不均匀分布在12条染色体上,共线性分析发现甜瓜基因组中有8对重复基因。比对分析表明,甜瓜与其他瓜科植物(尤其是黄瓜和西瓜)共线PRX基因对的数量大于与亲缘关系较远的拟南芥。启动子顺式作用元件检测显示,64个CmPRX基因包含25类与激素、应激反应和生长发育相关的元件。来自甜瓜果皮的转录组数据显示,根据不同果皮类型的表达模式,CmPRX基因可以聚为6组。其中,集群1和集群6中的CmPRX基因在裂皮中表现出比未裂皮更高的转录水平。此外,定量实时聚合酶链反应分析证实,CmPRX39、CmPRX48和CmPRX51在裂化果皮中的表达水平显著高于未裂化果皮。蛋白相互作用网络预测表明,这3个候选基因与木质素合成途径中的多个蛋白相互作用,提示它们可能通过介导木质素聚合而调控甜瓜果皮开裂。这些发现确定了影响甜瓜果皮开裂的候选基因,从而为选育抗裂品种提供了潜在的分子靶点。
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引用次数: 0
Interactive effects of silicon formulations, concentrations, and foliar application timing on rice physiology and yield. 硅配方、浓度和叶面施用时间对水稻生理和产量的交互影响。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1723079
Elena Velasco, Xavier Aranda, Frank Houben, Juantxo Ribes, Jose L Araus, Pedro García-Caparros

The continuous increase in the cost of water and fertilizers associated with increasing global demand for food driven by population growth and the growing concern on the current environmental impact of agriculture led us to the urgent search for more sustainable agronomic practices. Among these, the use of biostimulants has emerged as a promising strategy to enhance crop productivity and resource-use efficiency while reducing reliance on conventional inputs. Nevertheless, identifying the most suitable type of biostimulant, along with the optimal method, dosage, and timing of application, remains particularly critical for staple crops such as rice, being an area that requires further in-depth research. In the present experiment, two silicon-based biostimulant formulations were tested under controlled conditions at two different concentrations and applied at different key phenological stages in rice through foliar spraying. Agronomical components (plant height, tiller number, aerial dry weight, grain yield, and harvest index), whole plant physiological parameters (vegetation indices such as NGRDI, TGI, GA and GGA readings), leaf traits (photosynthetic and transpirative gas exchange, total nitrogen and carbon concentration and the stable isotopic composition, pigment content), and the grains characteristics (mineral composition (macronutrients and heavy metal concentrations) were evaluated. Among the tested products, the Simosa formulation was the most effective, significantly enhancing tiller number, aerial dry weight, grain yield, chlorophyll concentration and nitrogen balance index. Nevertheless, no consistent dose-dependent effects were observed. In contrast, Siliforce-4 did not demonstrate clear effects on either biomass accumulation or physiological traits. Regarding rice grain consumption, only copper concentrations exceeded the threshold established by EFSA, 2009. Overall, these results underscore the need for further studies to determine the most effective silicon foliar fertilizer formulations, as well as optimal dose and timing of application for boosting rice productivity.

由于人口增长,全球对粮食的需求不断增加,水和肥料的成本不断增加,人们对当前农业对环境的影响越来越关注,这促使我们迫切寻求更可持续的农业实践。其中,使用生物刺激剂已成为提高作物生产力和资源利用效率,同时减少对传统投入的依赖的一种有希望的战略。然而,确定最合适的生物刺激素类型,以及最佳的方法、剂量和施用时间,对于水稻等主要作物来说仍然尤为重要,这是一个需要进一步深入研究的领域。本试验在控制条件下,对两种硅基生物刺激素配方进行了两种不同浓度的试验,并通过叶面喷洒在水稻的不同物候期施用。评价其农艺成分(株高、分蘖数、地上干重、籽粒产量和收获指数)、全株生理参数(NGRDI、TGI、GA和GGA等植被指标)、叶片性状(光合和蒸腾气体交换、总氮和总碳浓度、稳定同位素组成、色素含量)和籽粒性状(矿物质组成(常量营养素和重金属浓度)。在试验产品中,Simosa配方效果最好,可显著提高分蘖数、地上干重、籽粒产量、叶绿素浓度和氮平衡指数。然而,没有观察到一致的剂量依赖效应。相比之下,硅力-4对生物量积累和生理性状均无明显影响。就大米消费量而言,只有铜的浓度超过了欧洲食品安全局2009年设定的阈值。总的来说,这些结果强调需要进一步研究以确定最有效的硅叶面肥配方,以及提高水稻生产力的最佳剂量和施用时间。
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引用次数: 0
Genome-wide characterization of BPC transcription factors in pear and functional validation of PbBPC5 in drought tolerance regulation. 梨BPC转录因子的全基因组特征及PbBPC5在抗旱调控中的功能验证
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1752990
Xin Jia, Xing Han, Yuan Cheng, Xiaoli Ren, Guiyan Fan, Xiaocong Jiao, Yueyue Cai, Lu Li, Chenwei Zhang, Hongguang Pang

Introduction: The BASIC PENTACYSTEINE (BPC) family comprises plant-specific transcription factors that regulate diverse developmental programs and stress responses. Pear (Pyrus bretschneideri), an economically significant fruit crop, often experiences marked declines in fruit yield and quality under drought stress. Although BPC genes have been identified in several plant species, a comprehensive characterization of this family in pear is lacking.

Methods: In this study, we systematically characterized PbBPC genes in the pear genome using various bioinformatic approaches. We examined their expression profiles across diverse tissues and under dehydration conditions and further validated the role of PbBPC5 in drought tolerance using virus-induced gene silencing (VIGS).

Results: This study identified seven PbBPC genes in the pear genome, which were subsequently classified into three distinct groups through phylogenetic analysis. Comprehensive bioinformatics analyses were performed, examining their phylogenetic relationships, gene structures, conserved motifs, protein domains, chromosomal locations, and gene duplication events. Promoter analyses showed that all PbBPC genes contained various cis-acting elements associated with growth and development, stress response, and phytohormone signaling. Quantitative real-time PCR (qRT-PCR) showed that most PbBPC transcripts were upregulated by dehydration, with PbBPC5 exhibiting the strongest upregulation. Furthermore, subcellular localization experiments indicated that PbBPC5 was localized to the nucleus. Silencing PbBPC5 reduced drought tolerance, as indicated by more severe wilting under water deficit, lower relative water content, higher electrolyte leakage, and elevated malondialdehyde levels. PbBPC5 silencing also weakened antioxidant defenses during drought by reducing antioxidant enzyme activities. These results suggest that PbBPC5 functions on drought tolerance regulation in pear mainly by influencing reactive oxygen species scavenging.

Discussion: This study provides a genome-wide characterization of the PbBPC family and reveals PbBPC5 as a key regulator of the drought response, offering a foundation for improving pear drought tolerance through genetic approaches.

BASIC PENTACYSTEINE (BPC)家族由植物特异性转录因子组成,调控多种发育程序和胁迫反应。梨(Pyrus bretschneideri)是一种经济上重要的水果作物,在干旱胁迫下,果实产量和质量经常显著下降。虽然BPC基因已经在一些植物物种中被发现,但在梨中缺乏对该家族的全面表征。方法:利用多种生物信息学方法,对梨基因组中的PbBPC基因进行系统表征。我们检测了它们在不同组织和脱水条件下的表达谱,并利用病毒诱导的基因沉默(VIGS)进一步验证了PbBPC5在抗旱性中的作用。结果:本研究在梨基因组中鉴定出7个PbBPC基因,并通过系统发育分析将其划分为3个不同的类群。进行了全面的生物信息学分析,检查了它们的系统发育关系、基因结构、保守基序、蛋白质结构域、染色体位置和基因复制事件。启动子分析表明,所有PbBPC基因都含有多种与生长发育、胁迫反应和植物激素信号传导相关的顺式作用元件。实时荧光定量PCR (Quantitative real-time PCR, qRT-PCR)结果显示,大多数PbBPC转录本在脱水条件下上调,其中PbBPC5上调幅度最大。亚细胞定位实验表明PbBPC5定位于细胞核。沉默PbBPC5降低了耐旱性,表现为缺水条件下更严重的萎蔫、相对含水量降低、电解质泄漏增加和丙二醛水平升高。PbBPC5沉默也通过降低抗氧化酶活性削弱干旱期间的抗氧化防御。上述结果表明,PbBPC5主要通过影响活性氧清除能力来调控梨的耐旱性。讨论:本研究提供了PbBPC家族的全基因组特征,揭示了PbBPC5是干旱响应的关键调控因子,为通过遗传方法提高梨的耐旱性提供了基础。
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引用次数: 0
Transcriptomic identification of potential antioxidative enzyme regulators of the gametophytic-to-embryogenic switch in barley microspores. 大麦小孢子配子体向胚性转换的潜在抗氧化酶调控因子的转录组学鉴定。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1735720
Anna Nowicka, Zbyněk Milec, Monika Krzewska, Przemysław Kopeć, Agnieszka Springer, Ewa Dubas, Iwona Żur

Microspore embryogenesis (ME) relies on the cellular reprogramming of the default gametophytic developmental pathway, which normally directs microspores toward pollen formation, into an embryogenic pathway that leads to the development of embryo-like structures (ELS) and, subsequently, haploid or doubled haploid (DH) plants. To test how redox control underpins this switch, we have carried out an extended in silico analysis of previously published RNA-seq data from two barley cultivars differing in ME competence (Igri, responsive; Golden Promise, recalcitrant) across four early induction stages (0-III). A curated set of 472 antioxidant/redox genes-core detoxification enzymes, the ASC-GSH cycle, TRX/GRX/PRX systems and GSTs-was examined. The analysis revealed that the expression of antioxidative defense genes is dynamically modulated during ME induction, underscoring the importance of redox homeostasis in successful microspore reprogramming. Both cultivars shared a late (stages II-III) program with increased SODs, selected CAT/GPX genes, rising MDHARs, deployment of specific TRX/GRX/PRX members and broad GSTs upregulation. Divergence emerged during progression: Igri showed a pronounced stage-III rise of GRs and targeted TRX/GRX/PRX transcripts, together with stronger activation of multiple GSTs. When considered alongside diverse experimental data, these stage-restricted, cultivar-biased signatures support a hypothetical model in which strengthened ASC-GSH recycling and thiol-redox hubs sustain H2O2 signaling while limiting oxidative damage. Targeting MDHARs, GRs, selected TRX/GRX/PRX genes, and GST subsets could improve ME efficiency and accelerate the integration of DH technology into modern crop breeding programs.

小孢子胚胎发生(ME)依赖于细胞将默认的配子体发育途径(通常将小孢子引向花粉形成)重编程为胚胎发生途径,从而导致胚胎样结构(ELS)的发育,随后形成单倍体或双单倍体(DH)植物。为了测试氧化还原控制如何支持这种转换,我们对先前发表的两种大麦品种在四个早期诱导阶段(0-III)不同的ME能力(Igri,响应性;Golden Promise,顽固性)的RNA-seq数据进行了扩展的计算机分析。筛选了472个抗氧化/氧化还原基因,包括核心解毒酶、ASC-GSH循环、TRX/GRX/PRX系统和gsts。分析显示,在代谢诱导过程中,抗氧化防御基因的表达是动态调节的,这强调了氧化还原稳态在成功的小孢子重编程中的重要性。这两个品种都经历了一个后期(II-III期),sod增加,CAT/GPX基因选择,MDHARs上升,TRX/GRX/PRX特异性成员部署,GSTs普遍上调。在进展过程中出现了分化:Igri显示GRs和靶向TRX/GRX/PRX转录物在iii期明显上升,同时多个gst的激活更强。当考虑到不同的实验数据时,这些受阶段限制的、有品种偏见的特征支持一个假设模型,在这个模型中,ASC-GSH循环和硫醇-氧化还原中心加强了H2O2信号传导,同时限制了氧化损伤。针对MDHARs、GRs、选定的TRX/GRX/PRX基因和GST亚群,可以提高ME效率,加速DH技术与现代作物育种计划的整合。
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引用次数: 0
IV-YOLO: an information vortex-based progressive fusion method for accurate rice detection. 基于信息涡的逐级融合大米检测方法。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1734022
Jianxiang Zhang, Liexiang Huangfu, Yanling Zhao, Chao Xue, Congfei Yin, Jiankang Lu, Jia Mei

In the context of precision agriculture, the problems of adhesion of rice plant features and background interference in UAV remote sensing images make traditional models difficult to meet the requirements of individual plant-level detection. To address this, this paper proposes an Information Vortex-based progressive fusion YOLO (IV-YOLO) model. Firstly, a Multi-scale Spiral Information Vortex (MSIV) module is designed, which achieves the disentanglement of adhered rice plant features and decoupling of background clutter through multi-scale rotational kernel convolution and channel-spatial joint reconstruction. Secondly, a Gradual Feature Fusion Neck (GFEN) is constructed to synergize the high-resolution details of shallow features (such as tiller edges and panicle textures) with the high semantic information of deep features, generating multi-scale feature representations with both discriminativeness and completeness. Experiments conducted on the public DRPD dataset show that IV-YOLO achieves a Precision of 0.8581, outperforming YOLOv5-YOLOv11 and FRPNet across all metrics. This study provides a reliable technical solution for individual plant-level rice monitoring and facilitates the large-scale implementation of precision agriculture.

在精准农业背景下,无人机遥感图像中存在水稻植物特征粘附、背景干扰等问题,使得传统模型难以满足单株级检测的要求。针对这一问题,本文提出了一种基于信息涡的渐进式融合YOLO (IV-YOLO)模型。首先,设计了一个多尺度螺旋信息涡(MSIV)模块,通过多尺度旋转核卷积和通道-空间联合重构,实现了水稻附着特征的解纠缠和背景杂波的解耦;其次,构建渐变特征融合颈(GFEN),将茎部边缘、穗部纹理等浅层特征的高分辨率细节与深层特征的高语义信息进行协同,生成具有判别性和完备性的多尺度特征表示;在公共DRPD数据集上进行的实验表明,v - yolo的精度为0.8581,在所有指标上都优于YOLOv5-YOLOv11和FRPNet。本研究为水稻单株级监测提供了可靠的技术解决方案,促进了精准农业的大规模实施。
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引用次数: 0
Delimiting species boundaries in Hosta section Capitatae (Asparagaceae) using MIG-seq and morphological analyses: taxonomic revision with new taxa from Korea and Japan. 用MIG-seq和形态学分析划分天门冬科天门冬属植物的种界:韩国和日本新分类群的分类修正。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1668561
Ami Oh, Ji Young Yang, Won Seok Lee, Takashi Shiga, Seiko Fujii, Shota Sakaguchi, Shukherdorj Baasanmunkh, Seung-Chul Kim, Hyeok Jae Choi
<p><strong>Introduction: </strong><i>Hosta capitata</i>, which has recently been placed in the monotypic section <i>Capitatae</i>, and <i>H. nakaiana</i>, were originally described in Iya Valley, Japan and Mt. Baegun, Korea, respectively, and have been considered the same from a morphological perspective. However, considering the significant genetic distance between these groups, the identity of <i>H. nakaiana</i> deserves further investigations. Recently, the populations of <i>H. capitata</i> from Kochi, Japan, and Wando Island, Korea have been distinguished from the other groups by their distinctive morphological traits. On the basis of these observations, the present study aimed to provide a complete taxonomic revision of the section <i>Capitatae</i> in Korea and Japan based on extensive morphological observations and multiplexed inter-simple sequence repeats genotyping by sequencing (MIG-seq) analysis.</p><p><strong>Methods: </strong>Samples of the section <i>Capitatae</i> were collected from Japan and Korea. Comprehensive morphological observation of the section <i>Capitatae</i> was performed using both quantitative and qualitative characteristics, and Principal Component Analysis (PCA) was conducted with the quantitative characters. For the molecular analysis of the section <i>Capitatae</i>, MIG-seq library was constructed and SNPs were identified. A phylogenetic tree was inferred using the maximum likelihood (ML) method. The genetic structure of the section <i>Capitatae</i> was determined by performing the STRUCTURE analysis and generating the Principal Coordinate Analysis (PCoA) plot.</p><p><strong>Results: </strong>The quantitative characteristics exhibited clear separation between the Kochi lineage and the other groups of the section <i>Capitatae</i>, and the qualitative characteristics showed distinct division between the Wando population and the other groups. The PCA results clearly identified two distinct groups, the Kochi lineage and the others. In the phylogenetic tree, the monophyly of the section <i>Capitatae</i> was strongly supported, and the section <i>Capitatae</i> consisted of three distinct clusters, <i>H. capitata</i>, <i>H. nakaiana</i> and the Kochi lineage. The Kochi lineage was supported as monophyletic (96% BS), and the Wando population was embedded within <i>H. nakaiana</i> cluster. Both the STRUCTURE analysis and the PCoA identified clear genetic differentiation among <i>H. capitata</i>, <i>H. nakaiana</i> and the Kochi lineage.</p><p><strong>Discussion: </strong>Our findings identified three species and two varieties in the section <i>Capitatae</i>. In particular, we described two new taxa, <i>H. pseudonakaiana</i> sp. nov. and <i>H. nakaiana</i> var. <i>wandoensis</i> var. nov., from Japan (Shikoku) and Korea (southern Jeollanam-do), respectively. Our study provides the most comprehensive framework for the classification of the section <i>Capitatae</i>, ultimately advancing the taxonomy of the genus <i>Hosta</i>.<
导读:最近被划入单型科Capitatae的Hosta capitata和H. nakaiana,分别是在日本谷谷和韩国白根山发现的,从形态学角度来看是相同的。然而,考虑到这些群体之间显著的遗传距离,nakaiana的身份值得进一步调查。最近,在日本高知县和韩国莞岛发现的H. capitata种群以其独特的形态特征与其他类群区分开来。基于这些观察结果,本研究旨在通过广泛的形态学观察和多重简单重复序列基因分型(MIG-seq)分析,对韩国和日本的Capitatae进行完整的分类修订。方法:从日本和韩国采集标本。采用定量特征和定性特征相结合的方法对其进行了综合形态学观察,并利用定量特征进行了主成分分析(PCA)。为了对Capitatae片段进行分子分析,构建了MIG-seq文库并鉴定了snp。利用最大似然(ML)方法推导出系统发育树。通过结构分析和主坐标分析(Principal Coordinate analysis, PCoA)图确定了Capitatae片段的遗传结构。结果:高知系与其他类群在数量特征上有明显的分离,Wando居群与其他类群在质量特征上有明显的分离。主成分分析结果清楚地确定了两个不同的群体,高知谱系和其他。在系统发育树中,Capitatae组具有明显的单系性,包括H. capitata、H. nakaiana和Kochi谱系3个不同的类群。高知世系为单系系(96% BS),万多居群嵌套在nakaiana猿人群中。结构分析和PCoA结果均表明,大猿、中猿和高知谱系之间存在明显的遗传分化。讨论:我们的研究结果在Capitatae组中鉴定了3个种和2个变种。特别是在日本(国)和韩国(全南)分别发现了pseudoakaiana sp. nov和nakaiana var. wandoensis var. nov两个新分类群。我们的研究提供了最全面的分类框架,最终推进了玉簪属的分类。
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引用次数: 0
Soluble solids content prediction of pineapple based on visible-near infrared hyperspectral image. 基于可见-近红外高光谱影像的菠萝可溶性固形物含量预测。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1758676
Yanli Yao, Junjun He, Zhangyun Gao, Zhuying Zhu, Shenghui Liu, Chuanling Li, Hui Feng, Xiumei Zhang

Pineapple is widely favored by consumers for its rich proteins, vitamin C and other nutrients. Soluble solids content (SSC) has long been the core indicator for pineapple quality assessment, directly affecting its market acceptability and sales. To accurately detect pineapple SSC, this study used a hyperspectral imaging system to collect hyperspectral images in the 400-1700 nm range, with SSC measured by an Atago PAL-1 digital sugar meter as the reference. Five pretreatments (including multiple scattering correction (MSC), polynomial smoothing (SG) and mathematical transformations) were applied to raw spectral data, and three prediction models (partial least squares regression (PLSR), Lasso regression, ridge regression (RR)) were established. All models performed well: PLSR showed R²=0.9459 and RMSE = 0.5746, Lasso R²=0.8965 and RMSE = 1.0221, RR R²=0.8560 and RMSE = 1.2632. After screening characteristic bands via Successive Projections Algorithm (SPA) and re-modeling, the ddA-PLSR model was optimal (R²=0.9869, RMSE = 0.1250), with four key wavelengths (673-676nm, 711-715nm, 971-990nm, 1357-1367nm) extracted. This confirms hyperspectral imaging (HSI) enables efficient and accurate SSC detection in pineapples, with great application potential in pineapple quality identification.

菠萝因富含蛋白质、维生素C和其他营养物质而广受消费者青睐。可溶性固形物含量(SSC)一直是菠萝品质评价的核心指标,直接影响菠萝的市场接受度和销量。为了准确检测菠萝的SSC,本研究采用高光谱成像系统采集400-1700 nm范围内的高光谱图像,以Atago PAL-1数字糖计测量SSC为参考。对原始光谱数据进行多重散射校正(MSC)、多项式平滑(SG)和数学变换等5种预处理,建立了偏最小二乘回归(PLSR)、Lasso回归、脊回归(RR) 3种预测模型。各模型均表现良好:PLSR R²=0.9459,RMSE = 0.5746; Lasso R²=0.8965,RMSE = 1.0221; RR R²=0.8560,RMSE = 1.2632。通过连续投影算法(SPA)筛选特征波段并重新建模,得到最优的ddA-PLSR模型(R²=0.9869,RMSE = 0.1250),提取了4个关键波长(673 ~ 676nm、711 ~ 715nm、971 ~ 990nm、1357 ~ 1367nm)。这证实了高光谱成像(HSI)能够高效、准确地检测菠萝中的SSC,在菠萝品质鉴定中具有很大的应用潜力。
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引用次数: 0
Optimizing a tomato crocin biofactory by fine-tuning plant architecture. 通过微调植物结构优化番茄藏红花素生物工厂。
IF 4.1 2区 生物学 Q1 PLANT SCIENCES Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fpls.2025.1730399
Maria Lobato-Gómez, Rafael Fernández-Muñoz, Diego Orzáez, Antonio Granell

Tomato (Solanum lycopersicum) has emerged as a promising platform for the sustainable production of high-value metabolites. In this study, we demonstrate that plant architecture remodeling via genome editing can be exploited as a chassis optimization strategy in plant biofactories. Building on the previously established Tomaffron line, which accumulates saffron apocarotenoids in the fruit, and based on the established knowledge that mutations in SELF-PRUNING (SP) and SP5G genes generate compact, determinate tomato plants, we used CRISPR/Cas9 to edit the SP and SP5G genes in Tomaffron to improve crocin production. The resulting sp sp5g double mutants exhibited a compact growth habit combined with significantly higher fruit yield, total crocin content, and firmer ripe fruits compared with non-mutants. Remarkably, crocin yields per square meter increased nearly fourfold compared to non-mutant Tomaffron plants grown at the same density, representing progress toward achieving the crocin yields of Crocus sativus and offering the advantage of easier cultivation and harvesting in the tomato system. Our results show that genome editing of plant architecture is not only a tool for agronomic improvement but also a powerful strategy to fine-tune our tomato biofactory performance, offering a scalable and sustainable approach for the production of valuable metabolites.

番茄(Solanum lycopersicum)已成为可持续生产高价值代谢物的有前途的平台。在这项研究中,我们证明了通过基因组编辑的植物结构重塑可以作为植物生物工厂的底盘优化策略。基于先前建立的Tomaffron株系,该株系在果实中积累藏红花类次胡萝卜素,并基于SELF-PRUNING (SP)和SP5G基因突变产生紧凑,确定的番茄植株的已知知识,我们使用CRISPR/Cas9编辑Tomaffron中的SP和SP5G基因,以提高藏红花素的产量。与非突变体相比,sp - sp5g双突变体表现出紧凑的生长习性,果实产量、藏红花素含量显著提高,成熟果实更结实。值得注意的是,与相同密度下种植的非突变型Tomaffron植株相比,每平方米藏红花素产量增加了近四倍,这表明在实现藏红花素产量方面取得了进展,并且在番茄系统中具有更容易种植和收获的优势。我们的研究结果表明,植物结构的基因组编辑不仅是农艺改进的工具,也是微调番茄生物工厂性能的有力策略,为生产有价值的代谢物提供了可扩展和可持续的方法。
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引用次数: 0
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