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Hydrogen cyanide acts as a regulator of reactive oxygen species metabolism. 氰化氢是活性氧代谢的调节剂。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-28 DOI: 10.1007/s00425-025-04848-1
Maciej Piekarniak, Leslie A Weston, Agnieszka Gniazdowska, Urszula Krasuska

Main conclusion: Hydrogen cyanide (HCN) is a ubiquitous gasotransmitter essential for regulating ROS metabolism and cellular redox balance. This modulation plays a crucial role in metabolic processes in higher plants and animals, highlighting HCN's importance in cellular signalling and stress response. Hydrogen cyanide (HCN) is synthesised in plants and animals and present ubiquitously in the environment. It is considered to be a gasotransmitter and is proposed to play a fundamental role in the origin of life. At concentrations higher than 100 µM, HCN is highly toxic to most aerobes, but at lower concentrations (below 100 µM) it serves as a signalling molecule in plants. The importance of this molecule in plant metabolism is highlighted by the fact that all higher plants produce HCN via various pathways. Given its toxicity, plants frequently store HCN as conjugates with sugars or lipids in vacuoles. HCN modulates the metabolism of reactive oxygen species (ROS), and this is also linked to the disruption of electron flow in the mitochondrial respiration chain. ROS are signalling compounds acting together with hormones in regulation of many physiological processes and typically modify the activity of enzymatic antioxidants by altering ROS levels, thereby impacting cellular redox potential. The aim of this review, therefore, is to describe the relationship between HCN activity and ROS metabolism, with a focus on higher plant systems in particular.

主要结论:氰化氢(HCN)是一种普遍存在的气体递质,对调节ROS代谢和细胞氧化还原平衡至关重要。这种调节在高等植物和动物的代谢过程中起着至关重要的作用,突出了HCN在细胞信号传导和应激反应中的重要性。氰化氢(HCN)是由植物和动物合成的,在环境中无处不在。它被认为是一种气体传递器,并被认为在生命起源中起着重要作用。当浓度高于100µM时,HCN对大多数需氧菌具有高毒性,但在浓度较低(低于100µM)时,它在植物中作为信号分子。所有高等植物通过各种途径产生HCN,这一事实突出了该分子在植物代谢中的重要性。由于其毒性,植物通常将HCN作为糖或脂质的偶联物储存在液泡中。HCN调节活性氧(ROS)的代谢,这也与线粒体呼吸链中电子流的破坏有关。ROS是一种信号化合物,与激素一起调节许多生理过程,通常通过改变ROS水平来改变酶促抗氧化剂的活性,从而影响细胞氧化还原电位。因此,这篇综述的目的是描述HCN活性和ROS代谢之间的关系,特别关注高等植物系统。
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引用次数: 0
The influence of anther locular fluid on exine self-assembly, investigated by in vivo transplantation experiments. 体内移植实验研究了花药室液对外胞自组装的影响。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s00425-025-04852-5
Nina I Gabarayeva, Valentina V Grigorjeva, Dmitri A Britski, Stephen Blackmore

Main conclusion: Experimental transplantation of microspores and manipulation of locular fluid, in vivo, confirm a complex interplay between physicochemical processes and gene expression in shaping the 3-D ultrastructure of the developing exine. We aimed to understand the underlying mechanisms of development of the exine, the outer layer of the pollen wall, one of the most complex cell walls in plants. Control of the processes involved remained obscure until it became clear that the stages observed coincided, in essence, with the sequence of micellar self-assembling mesophases. To test this, a series of in vitro experiments were undertaken earlier (Gabarayeva et al., Ann Bot 123:1205-1218, 2019;Gabarayeva et al., New Phytol 225:1956-1973, 2020), in which exine-like patterns were generated in colloidal mixtures by self-assembly, without any genomic participation. The results of those experiments, carried out "in a vial", have shown that physicochemical interactions, phase separation and self-assembly are capable of generating exine-like patterns. The aim of the new experiments described here, conducted in living plants, was to alter the environment within the anther locule, observing any effects on the processes of exine ontogeny, and to see whether physicochemical interactions play the important role, suggested by in vitro experiments. In the first experiment, early microspore tetrads of Borago officinalis were transplanted into the anthers of Cucurbita maxima. In the second experiment, a surfactant mixture was injected into Cucurbita anthers to alter the environment of self-assembly. After several days, anthers were fixed and studied with TEM. The results confirm our earlier finding from in vitro studies, that-although gene expression in developing microspores and the anther is of fundamental importance-physicochemical forces also play a significant role in exine development. It is the interplay between controls that underpins the vast morphological diversity observed in sporoderms.

主要结论:小孢子的实验移植和室内液体的操作,在体内证实了形成发育中的外壁三维超微结构的物理化学过程和基因表达之间的复杂相互作用。我们旨在了解花粉壁的外壁(花粉壁的外层)是植物中最复杂的细胞壁之一的潜在发育机制。所涉及的过程的控制一直是模糊的,直到人们清楚地看到,观察到的阶段在本质上与胶束自组装的中间阶段的顺序一致。为了验证这一点,早期进行了一系列体外实验(Gabarayeva et al., Ann Bot 123:1205-1218, 2019;Gabarayeva et al., New Phytol 225:1956-1973, 2020),在胶体混合物中通过自组装产生了类似外叶的图案,没有任何基因组参与。这些“在小瓶中”进行的实验结果表明,物理化学相互作用、相分离和自组装能够产生类似细胞的图案。这里描述的新实验的目的是在活的植物中进行,目的是改变花药室内的环境,观察对外部个体发生过程的任何影响,并观察物理化学相互作用是否起重要作用,这是由体外实验提出的。第一个实验是将蒲公英早期小孢子四分体移植到葫芦花药中。实验二:将表面活性剂的混合物注入葫芦花药中,改变其自组装的环境。几天后,固定花药,用透射电镜观察。这一结果证实了我们早期在体外研究中的发现,即尽管基因表达在小孢子和花药的发育过程中起着至关重要的作用,但物理化学力在胞外发育中也起着重要的作用。这是控制之间的相互作用,支持巨大的形态多样性观察到孢子皮。
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引用次数: 0
Application and development prospect of genomic selection breeding in coniferous trees. 基因组选择育种在针叶树中的应用及发展前景。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s00425-025-04849-0
Tianyang Zhang, Xiaomei Sun, Jin Li, Kai Cui

Main conclusion: Genomic selection (GS) is the preferred, non-transgenic strategy in conifer breeding, significantly accelerating genetic gain and overcoming limitations through early selection and the adoption of advanced, adaptive models. Genomic selection (GS) is a breeding method that uses molecular markers and phenotypic characteristics in the population genome to construct an associated genetic model, and then estimates the breeding value and predicts the phenotype of breeding populations with known genotypes but unknown phenotypes to achieve accurate and efficient genetic breeding. As an important part of the global forests, coniferous trees have high ecological and utilization value. However, due to their slow growth, large genome size, complex phenotypes, and weak foundational research, traditional phenotypic selection breeding is long and difficult. GS can complete the early selection of coniferous trees only based on the genotype after establishing the model, which not only saves the breeding time but also improves the genetic gain. It has become an important research direction in conifer breeding. This review first introduces the principle and method of GS, provides an overview of statistical models used in GS, then summarizes the research status of conifer GS. Finally, the factors affecting the implementation of GS for coniferous tree species were pointed out, and puts forward the prospect of the future development of conifer GS. This review provides strategies and ideas for further research on conifer GS breeding technology.

主要结论:基因组选择(GS)是针叶树育种中首选的非转基因策略,通过早期选择和采用先进的适应性模型,显著加快了遗传增益,克服了遗传限制。基因组选择(Genomic selection, GS)是一种利用群体基因组中的分子标记和表型特征构建相关遗传模型,对已知基因型但表型未知的育种群体进行育种价值估计和表型预测,以实现准确高效遗传育种的育种方法。针叶树是全球森林的重要组成部分,具有很高的生态和利用价值。但由于其生长缓慢、基因组大、表型复杂、基础研究薄弱,传统的表型选择育种时间长、难度大。建立模型后,GS可以仅根据基因型完成针叶树的早期选择,既节省了育种时间,又提高了遗传增益。它已成为针叶树育种的重要研究方向。本文首先介绍了地理测量的原理和方法,综述了地理测量中常用的统计模型,然后对针叶树地理测量的研究现状进行了总结。最后,指出了影响针叶树种质资源利用的因素,并对针叶树种质资源利用的未来发展提出了展望。本文为进一步研究针叶树GS育种技术提供了策略和思路。
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引用次数: 0
Functional analysis of the leaky pelota allele pepy-1 from Capsicum reveals partial geminivirus resistance in Arabidopsis. 辣椒泄漏等位基因pepy-1的功能分析揭示了拟南芥对双病毒的部分抗性。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s00425-025-04858-z
Mika Onouchi, Nadya Syafira Pohan, Elly Kesumawati, Sota Koeda

Main conclusion: A genetic complementation test using the Arabidopsis Pelota1 knock-out mutant revealed that pepy-1 derived from the begomovirus-resistant Capsicum is a leaky pelota allele with partial loss of function. We previously identified pepy-1, a begomovirus (family Geminiviridae) resistance gene in Capsicum, as a putative loss-of-function allele of pelota. Here, we performed a genetic complementation assay using the Arabidopsis Pelota1 knockout mutant SALK_124403, which is resistant to beet curly top virus (BCTV; family Geminiviridae, genus Curtovirus). Introduction of the susceptible allele (Pepy-1) restored susceptibility, whereas expression of the resistant allele (pepy-1) slightly compromised resistance, allowing limited viral replication but still conferring higher resistance than in Col-0. Thus, pepy-1 functions as a leaky allele that confers partial susceptibility, thereby diminishing-but not abolishing-resistance to BCTV. The delicate balance of this leaky allele confers virus resistance with minimal impact on growth, making it well-suited for use in breeding programs.

主要结论:利用拟南芥Pelota1基因敲除突变体进行的遗传互补试验表明,来自抗begomovirus辣椒的pepy-1是一个部分功能丧失的泄漏Pelota1等位基因。我们之前在辣椒中发现了一种名为pepy-1的抗begomvirus (Geminiviridae)基因,作为辣椒的一个假定的功能缺失等位基因。在这里,我们使用拟南芥Pelota1基因敲除突变体SALK_124403进行了遗传互补试验,该突变体对甜菜卷顶病毒(BCTV; Geminiviridae, Curtovirus属)具有抗性。引入易感等位基因(Pepy-1)恢复了易感性,而抗性等位基因(Pepy-1)的表达则略微降低了抗性,允许有限的病毒复制,但仍赋予比Col-0更高的抗性。因此,pepy-1作为一种具有部分易感性的漏性等位基因发挥作用,从而减少(但不消除)对BCTV的抗性。这种泄漏等位基因的微妙平衡赋予病毒抵抗力,对生长的影响最小,使其非常适合用于育种计划。
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引用次数: 0
Complete mitochondrial genome assembly and structural feature analysis of Thinopyrum elongatum (Poaceae). 龙须草线粒体全基因组组装及结构特征分析。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s00425-025-04860-5
Wenya Wan, Zinian Wu, Chunyu Tian, Yanting Yang, Zhiyong Li, Wenlong Gong, Lemeng Liu, Yinruizhi Li

Main conclusion: To our knowledge, this study analyzed, for the first time, the mitogenome characteristics of Thinopyrum elongatum, including the identification of repetitive sequences in the mitogenome, RNA site editing, KaKs, and Pi and phylogenetic analysis. Thinopyrum elongatum is a perennial forage and ecological grass widely used in improving food crops and remediating saline-alkali soils in China owing to its characteristics, such as drought and waterlogging tolerance, salt-alkali resistance, and high yield with superior quality. Herein, we sequenced, annotated, and assembled the complete mitogenome of T. elongatum to understand its genetic diversity and phylogenetic relationships. The mitogenome length and GC content of T. elongatum are 390,404 bp and 44.38%, respectively. The mitogenome was annotated to contain 33 protein-coding genes (PCGs), 8 ribosomal RNA genes, 21 transfer RNA genes, and 2 pseudogenes. Codon use bias analysis revealed that T. elongatum preferentially used leucine (Leu), followed by serine (Ser) and arginine (Arg), respectively. Tryptophan (Trp) and methionine (Met) were the least frequently used. Among the 30 mitogenomic PCGs analyzed, 304 RNA editing sites were identified; among them, nad2 and ccmFn have been edited more frequently with 29 and 24 edits, respectively, confirming C-to-T RNA editing. Phylogenetic analysis indicated that T. elongatum and T. obtusiflorum were the most closely related species within the Thinopyrum genus, a conclusion supported by a phylogenetic tree constructed from 35 plant species. Moreover, genomic information from organelles can provide insights into plant phylogenies. The results of this study provide valuable data support for the subsequent in-depth analysis of the genome of T. elongatum. At the same time, it provides an important reference for exploring the mechanism of genetic variation, evolutionary history, and molecular breeding strategy of the genus Thinopyrum.

主要结论:据我们所知,本研究首次分析了Thinopyrum elongatum的丝裂基因组特征,包括丝裂基因组重复序列的鉴定、RNA位点编辑、KaKs、Pi和系统发育分析。长草(Thinopyrum elongatum)是一种多年生饲草和生态草,因其具有耐旱耐涝、耐盐碱、高产优质等特点,在中国广泛应用于粮食作物改良和盐碱土修复。为了了解其遗传多样性和系统发育关系,我们对长丝桃的有丝分裂基因组进行了测序、注释和组装。长叶参有丝分裂基因组长度为390,404 bp, GC含量为44.38%。有丝分裂基因组包含33个蛋白质编码基因(PCGs)、8个核糖体RNA基因、21个转移RNA基因和2个假基因。密码子使用偏倚分析显示,长叶莲优先使用亮氨酸(Leu),其次是丝氨酸(Ser)和精氨酸(Arg)。色氨酸(Trp)和蛋氨酸(Met)的使用频率最低。在分析的30个有丝分裂基因组PCGs中,鉴定出304个RNA编辑位点;其中,nad2和ccmFn的编辑频率更高,分别为29次和24次,证实了C-to-T RNA的编辑。系统发育分析表明,T. elongatum和T. obtusiflorum是Thinopyrum属中亲缘关系最近的物种,这一结论得到了基于35种植物构建的系统发育树的支持。此外,来自细胞器的基因组信息可以为植物系统发育提供见解。本研究结果为后续对长叶莲基因组的深入分析提供了有价值的数据支持。同时,为探索黄锥属植物的遗传变异机制、进化历史和分子育种策略提供重要参考。
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引用次数: 0
Microtubule-associated protein PlWDL2 positively promotes stem strength in herbaceous peony. 微管相关蛋白PlWDL2对芍药茎强有正向促进作用。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-26 DOI: 10.1007/s00425-025-04854-3
Ziao Hu, Yi Qian, Daqiu Zhao, Jun Tao

Main conclusion: Silencing the microtubule-associated protein PlWDL2 in herbaceous peony led to a decrease in stem strength by affecting xylem development. Stem strength is an important factor affecting the quality of herbaceous peony (Paeonia lactiflora Pall.) cut flowers. To investigate the effect of microtubule-associated proteins on P. lactiflora stem strength, we identified PlWDL2, a WAVE-DAMPENED 2/WAVE-DAMPENED 2-LIKE (WVD2/WDL) family gene encoding a 340 amino acid protein with conserved KLEEK motif. Quantitative real-time PCR (qRT-PCR) revealed that PlWDL2 expression was progressively upregulated during P. lactiflora stem development. In vitro co-sedimentation assays confirmed microtubule-binding capacity of PlWDL2 and its intrinsically disordered regions (IDRs) though IDRs exhibited attenuated binding correlated with shorter hydrophobic patches. Additionally, the PlWDL2-silenced P. lactiflora exhibited decreased stem strength. Further microstructure observation of the stems showed that xylem thickness, number of layers, and the proportion of xylem area and xylem cell area in the PlWDL2-silenced P. lactiflora were significantly reduced. These findings demonstrate that the microtubule-associated protein PlWDL2 enhances stem strength in P. lactiflora by promoting xylem development. This study lays a foundation for future studies on the mechanism of P. lactiflora stem development from the relationship between microtubule-associated proteins and microtubules.

主要结论:沉默牡丹微管相关蛋白PlWDL2可通过影响木质部发育导致茎强降低。茎强是影响芍药切花品质的重要因素。为了研究微管相关蛋白对P. lactiflora茎强度的影响,我们鉴定了PlWDL2,一个WAVE-DAMPENED 2/WAVE-DAMPENED 2- like (WVD2/WDL)家族基因,该基因编码一个具有保守KLEEK基序的340个氨基酸的蛋白。实时荧光定量PCR (Quantitative real-time PCR, qRT-PCR)结果显示,PlWDL2的表达在乳草茎发育过程中逐渐上调。体外共沉降实验证实了PlWDL2及其内在无序区(IDRs)的微管结合能力,尽管IDRs的结合与较短的疏水斑块相关。此外,plwdl2沉默后的乳草茎秆强度降低。进一步的茎秆微观结构观察表明,plwdl2沉默后,木质部厚度、层数、木质部面积和木质部细胞面积的比例显著降低。这些研究结果表明,微管相关蛋白PlWDL2通过促进木质部发育来增强乳酸菌的茎秆强度。本研究为今后从微管相关蛋白与微管的关系出发进一步研究乳酸菌茎发育机制奠定了基础。
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引用次数: 0
Insights into the ecological mechanisms of Conyza canadensis invasion in heavy metal-contaminated soil. 加拿大康尼扎入侵重金属污染土壤的生态机制研究。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-25 DOI: 10.1007/s00425-025-04857-0
Haiyan Zhang, Aiying Ye, Shijia Liu, Shanshan Qi, Guangqian Ren, Zhicong Dai, Yingxue Li, Daolin Du

Main conclusion: Soil nutrients and associated bacterial shifts revealed that positive plant-soil feedback enables Conyza canadensis to colonize metal-contaminated soil. The identified thresholds provide guidance for effective weed management under environmental stress. Invasion by non-native plants can trigger a self-promoting mechanism that facilitates their invasion by affecting soil nutrients and microbiota. Notably, the invasive Conyza canadensis (L.) Cronquist tends to colonize metal-contaminated areas. This study investigated how its progressive invasion affected abiotic and biotic properties in cadmium (Cd) and lead (Pb) co-contaminated soil. Different invasion stages were simulated by varying the relative densities of C. canadensis and the non-invasive Lactuca indica Linn. Both abiotic and biotic components were significantly altered as the invasion intensity increased. Along the invasion gradient of C. canadensis, the soil contents of total phosphorus (TP), available phosphorus (AP), available potassium (AK), and soil organic matter (SOM), the structure of soil bacterial communities, and the accumulation of heavy metals in plant roots were altered. The relative abundances of key bacterial taxa associated with nutrient cycling, such as the phyla Gemmatimonadota and Planctomycetota, and the families Gemmatimonadaceae, Burkholderiaceae, Micrococcaceae, and Sphingomonadaceae, were shifted. Importantly, critical thresholds for abrupt nutrient shifts were identified through the discontinuous changes of AK and AP when C. canadensis invasion levels reached 38% and 48%, respectively. These nutrient thresholds coincided with shifts in the relative abundance of bacterial taxa involved in nutrient cycling, such as Micrococcaceae (OTU68) and Solibacteraceae (OTU208). The triggering of changes in the abiotic and biotic components of the soil system may represent crucial functional traits that promote positive feedbacks to increase the invasiveness of C. canadensis. These interactions support the ecological dynamics and successful colonization of C. canadensis in heavy metal-contaminated soil, and the identified invasion thresholds can provide guidance for effective weed management under environmental stress.

主要结论:土壤养分和相关细菌的变化表明,植物-土壤的正反馈使加拿大Conyza能够在金属污染的土壤中定植。确定的阈值可为环境胁迫下的杂草有效管理提供指导。外来植物的入侵可以触发一种自我促进机制,通过影响土壤养分和微生物群来促进它们的入侵。值得注意的是,侵袭性加拿大Conyza canadensis (L.)克朗奎斯特倾向于殖民金属污染地区。本研究探讨了镉、铅共污染土壤中重金属对生物和非生物特性的影响。通过不同的相对密度,模拟不同入侵阶段的加拿大乳香和非入侵乳香的相对密度。随着入侵强度的增加,非生物成分和生物成分都发生了显著的变化。随着加拿大根草的入侵,土壤全磷(TP)、速效磷(AP)、速效钾(AK)和土壤有机质(SOM)含量、土壤细菌群落结构和植物根系重金属积累量发生了变化。与养分循环相关的关键细菌类群,如双胞菌门和plantomycetota门,双胞菌科、burkholderaceae、微球菌科和Sphingomonadaceae的相对丰度发生了变化。重要的是,当加拿大C. canadensis入侵水平分别达到38%和48%时,通过AK和AP的不连续变化确定了养分突变的临界阈值。这些营养阈值与参与营养循环的细菌分类群的相对丰度的变化相吻合,如微球菌科(OTU68)和梭菌科(OTU208)。触发土壤系统的非生物和生物组分的变化可能是促进正反馈以增加加拿大大麻入侵的关键功能特征。这些相互作用支持加拿大草在重金属污染土壤中的生态动态和成功定植,确定的入侵阈值可为环境胁迫下的有效杂草管理提供指导。
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引用次数: 0
Assimilate partitioning to stem non-structural carbohydrates and their remobilization to developing grains in spring wheat under drought stress conditions. 干旱胁迫下春小麦茎秆非结构性碳水化合物的同化分配及其对发育籽粒的再动员
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-25 DOI: 10.1007/s00425-025-04855-2
Pouria Mostafaie, Sara Sadat Afjeh, Ali Ahmadi, Fariba Abooie

Main conclusion: Wheat cultivars' contradictory responses to drought stress regarding dry matter remobilization are primarily due to differences in assimilate partitioning to mobilizable non-structural carbohydrates in the stem. Accumulation and remobilization of stem reserves are crucial for maintaining wheat yield stability under drought stress (DS). Cultivars respond differently to DS in dry matter remobilization (DMR), but the reasons are unclear. This study aimed to identify factors driving cultivar-specific variation in DMR by examining two wheat cultivars with contrasting drought tolerance and DMR characteristics under well-watered (70% field capacity) and DS (50% field capacity, imposed from stem elongation onward) conditions. Data showed that DS significantly improved DMR efficiency and the contribution of stem reserves to grain yield by 26.78 and 44.53% in Shabrang (drought-resistant) and by 13.97 and 26.80% in Dez (drought-sensitive), respectively. Dez demonstrated a 36.04% reduction in DMR, associated with severe source limitations and reduced sink size, while Shabrang increased by 5.40% under DS. Improved DMR in Shabrang was initially linked to a 12.39% increase in the proportion of stem water-soluble carbohydrates (WSC) to stem dry weight, a pattern not observed in Dez. Shabrang also exhibited better chlorophyll retention and Fv/Fm values, a larger green flag leaf area, greater WSC accumulation, higher endosperm cell division and number, and a faster grain-filling rate. In addition, the relative expression of sucrose-fructan 6-fructosyltransferase and fructan 1-exohydrolase w3 was higher in Shabrang during the examined periods. Overall, differences in cultivars' DMR under DS are mainly driven by variations in assimilate partitioning, source-sink strength, and carbohydrate metabolism. Enhancing these traits could improve DMR, stabilize wheat yield under water-limited conditions, and support sustainable crop improvement strategies in the face of climate change.

主要结论:小麦品种在干物质再动员方面对干旱胁迫的矛盾反应主要是由于茎中可动员的非结构性碳水化合物在同化物分配上的差异。干旱胁迫下小麦茎秆储备的积累和再动员对维持小麦产量稳定至关重要。不同品种对DS的干物质再动员(DMR)反应不同,但原因尚不清楚。本研究旨在通过对两种小麦品种在丰水(70%田间容量)和DS(50%田间容量,茎伸长后施加)条件下耐旱性和DMR特性的对比,找出驱动DMR品种特异性变异的因素。数据表明,DS处理显著提高了沙布兰(旱旱品种)和德兹(干旱敏感品种)的DMR效率和茎储备对产量的贡献,分别提高了26.78%和44.53%和13.97%和26.80%。Dez的DMR降低了36.04%,与严重的源限制和减少的汇大小有关,而Shabrang在DS下增加了5.40%。Shabrang的DMR改善最初与茎水溶性碳水化合物(WSC)占茎干重的比例增加12.39%有关,这在Dez中没有观察到。沙绒还表现出较好的叶绿素保持性和Fv/Fm值、较大的绿旗叶面积、较大的WSC积累、较高的胚乳细胞分裂和数量以及较快的灌浆速率。此外,沙绒的蔗糖-果聚糖6-果糖基转移酶和果聚糖1-外水解酶w3的相对表达量也较高。综上所述,DS下品种DMR的差异主要受同化物分配、源库强度和碳水化合物代谢的影响。增强这些性状可以改善DMR,稳定水分限制条件下的小麦产量,并支持气候变化下的可持续作物改良策略。
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引用次数: 0
A comparative study highlights superiority of LSTM in crop genomic prediction. 比较研究表明LSTM在作物基因组预测中的优势。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-21 DOI: 10.1007/s00425-025-04843-6
Ruiqing Pan, Yaolong Yang, Yuanyuan Zhang, Qun Xu, Yue Feng, Junyu Chen, Wei Li, Shoupu He, Xinghua Wei, Mengchen Zhang

Main conclusion: We systematically evaluated three key determinants affecting prediction accuracy and the algorithm performance differences based on fifteen state-of-the-art GP methods, and found LSTM suitable for capturing additive and epistatic effects. Genomic prediction (GP) has been developed as an important method supporting crop breeding. By utilizing the phenotype values result from GP, breeders could make decisions in the seedling stage that consequently benefit for cost saving. In recent years, machine learning emerged as an efficient technology to solve modeling problems in many fields, including crop breeding. However, numerous modeling approaches have hindered the application of GP since breeders struggle to choose. Therefore, a comprehensively methodological research with guiding significance is extremely necessary. In the present study, we systematically evaluated three key determinants affecting prediction accuracy and the algorithm performance differences based on fifteen state-of-the-art GP methods. As for genomic feature processing, we found feature selection (SNP filtering approach) performed better than feature extraction (PCA method). Specifically, the feature relationship dependent methods (GBLUP, RNN, and LSTM) as well as DNN architecture showed superior performance with feature selection. Marker density analysis showed positive correlation with prediction accuracy in a limited threshold. Comparison on effect of population size demonstrated a positive correlation between trait genetic complexity and the optimal population size required. By testing fifteen modeling methods, we found LSTM network displayed superior performance, achieving the highest average STScore (0.967) across six datasets. Further research using all cell states or the latest cell states of LSTM inputs demonstrated its architecture particularly adept with capturing additive and epistatic QTL effects among SNPs. In conclusion, our findings provide basic principles for implementing GP in breeding project to maximize prediction accuracy while maintaining cost-effectiveness.

主要结论:我们系统地评估了影响预测精度的三个关键因素以及基于15种最先进的GP方法的算法性能差异,并发现LSTM适合捕获加性和上位性效应。基因组预测已成为支持作物育种的一种重要方法。利用GP的表型值,育种者可以在苗期做出有利于节约成本的决策。近年来,机器学习成为解决许多领域建模问题的有效技术,包括作物育种。然而,由于育种者难以选择,许多建模方法阻碍了GP的应用。因此,对其进行全面的、具有指导意义的方法论研究是十分必要的。在本研究中,我们系统地评估了影响预测精度的三个关键因素以及基于15种最先进的GP方法的算法性能差异。在基因组特征处理方面,我们发现特征选择(SNP滤波方法)优于特征提取(PCA方法)。具体而言,特征关系依赖方法(GBLUP、RNN和LSTM)以及DNN体系结构在特征选择方面表现出较好的性能。标记密度分析在有限阈值内与预测精度呈正相关。群体规模效应比较表明,性状遗传复杂性与所需的最优群体规模呈正相关。通过对15种建模方法的测试,我们发现LSTM网络表现出优异的性能,在6个数据集上达到了最高的平均STScore(0.967)。使用LSTM输入的所有细胞状态或最新细胞状态的进一步研究表明,其结构特别擅长捕获snp之间的加性和上位性QTL效应。总之,本研究结果为在育种项目中实施GP提供了基本原则,以最大限度地提高预测精度,同时保持成本效益。
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引用次数: 0
Oxidative stress and photosynthetic resilience in a desiccation-tolerant epiphyte moss. 耐干燥附生苔藓的氧化应激和光合恢复力。
IF 3.8 3区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-10-21 DOI: 10.1007/s00425-025-04846-3
Vitor Rafael Cardoso Neto, Eduardo Toledo de Amorim, Cristiano Ferrara de Resende, Paulo Henrique Pereira Peixoto, Andrea Pereira Luizi-Ponzo

Main conclusion: The study demonstrates that Macrocoma orthotrichoides employs a poikilochlorophyllous strategy and exhibits rapid photosynthetic recovery, providing novel biochemical and fluorescence-based evidence of desiccation tolerance in this species.

Conclusion: Mosses are poikilohydric plants that activate defence mechanisms to protect their tissues and metabolism from dehydration-induced damage, particularly by counteracting the generation/accumulation of reactive oxygen species (ROS). In this study, we evaluate the responses of Macrocoma orthotrichoides gametophytes to dehydration by analysing chlorophyll a fluorescence parameters, metabolite accumulation, and antioxidant enzyme activities in response to ROS production under varying humidity conditions. Fresh gametophyte samples were exposed to controlled moisture regimes, and biochemical analyses revealed that the activity of antioxidant enzymes and proline levels fluctuated in response to dehydration; however, these changes did not fully mitigate oxidative stress and ROS accumulation. Changes in photosynthetic pigment concentrations mirrored enzymatic activity, being consistent with humidity conditions. The decrease in chlorophyll and carotenoid levels during desiccation indicates a poikilochlorophyllous strategy in M. orthotrichoides, with pigments and thylakoid structures being restored upon rehydration. Fluorescence analysis demonstrated that this species tolerates intense dehydration and rapidly regains photosynthetic capacity upon rehydration. Overall, our findings indicate that M. orthotrichoides possesses a suite of biochemical, enzymatic, and physiological adaptations that enable survival and recovery in fluctuating moisture environments, thereby advancing our understanding of desiccation tolerance and photosynthetic resilience in mosses.

主要结论:本研究表明,正trichoides采用了准千叶绿素策略,并表现出快速的光合恢复,为该物种的干燥耐受性提供了新的生化和荧光证据。结论:苔藓是一种多水生植物,可以激活防御机制,保护其组织和代谢免受脱水引起的损伤,特别是通过对抗活性氧(ROS)的产生/积累。在这项研究中,我们通过分析叶绿素a荧光参数、代谢物积累和抗氧化酶活性对不同湿度条件下ROS产生的响应,评估了正trichoides配子体对脱水的响应。新鲜配子体样品暴露在控制湿度的环境中,生化分析表明,抗氧化酶和脯氨酸水平的活性随脱水而波动;然而,这些变化并没有完全减轻氧化应激和ROS积累。光合色素浓度的变化反映了酶的活性,与湿度条件一致。在脱水过程中叶绿素和类胡萝卜素水平的下降表明了正毛线虫的一种准千叶绿素策略,在再水化后色素和类囊体结构得到恢复。荧光分析表明,该物种耐受强烈脱水,并在补液后迅速恢复光合能力。总的来说,我们的研究结果表明,正trichoides具有一套生化、酶和生理适应性,使其能够在波动的湿度环境中生存和恢复,从而促进了我们对苔藓的干燥耐受性和光合弹性的理解。
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引用次数: 0
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