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PlantScience.ai: An LLM-Powered Virtual Scientist for Plant Science. PlantScience。ai:一个基于llm的植物科学虚拟科学家。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-20 DOI: 10.1016/j.molp.2026.03.010
Haopeng Yu, Shasha Zhou, Mingyu Huang, Ling Ding, Yuxuan Chen, Yinru Wang, Yingyu Ren, Nuo Cheng, Xinya Wang, Jie Liang, Huakun Zhang, Yiliang Ding, Ke Li

The accelerating growth of plant science knowledge presents a major challenge for researchers seeking to extract accurate, up-to-date knowledge from an increasingly fragmented and domain-specific corpus. General-purpose large language models (LLMs), while powerful, often misinterpret plant science terminology and lack mechanisms for source traceability. We created PlantScience.ai, a virtual plant biology scientist powered by our automated scientific knowledge graph construction pipeline (AutoSKG). PlantScience.ai exhibits expert-level reasoning in plant biology and maintains scholarly rigour in its citations. Through continuous learning, it integrates the latest research, ensuring that its knowledge base remains current and scientifically robust. Apart from providing the answers to the scientific questions, PlantScience.ai can interact with human scientists, follow instructions, and retrieve information with citation awareness, grounding each response in primary sources to ensure accuracy and verifiability. PlantScience.ai marks a pivotal advance toward a collaborative scientific paradigm in which virtual and human plant scientists work synergistically to accelerate discovery while preserving the unique value of human insight. PlantScience.ai is available at https://plantscience.ai.

植物科学知识的加速增长对寻求从日益分散和特定领域的语料库中提取准确、最新知识的研究人员提出了重大挑战。通用大型语言模型(llm)虽然功能强大,但往往会误解植物科学术语,并且缺乏源可追溯性机制。我们创建了PlantScience。ai是一个虚拟的植物生物学科学家,由我们的自动化科学知识图谱构建管道(AutoSKG)提供支持。PlantScience。人工智能在植物生物学中表现出专家水平的推理,并在其引用中保持学术严谨。通过不断的学习,它整合了最新的研究,确保其知识库保持最新和科学的健全。除了提供科学问题的答案,植物科学。人工智能可以与人类科学家互动,遵循指示,并通过引用感知检索信息,将每个响应都建立在主要来源的基础上,以确保准确性和可验证性。PlantScience。人工智能标志着协作科学范式的关键进步,在这种范式中,虚拟和人类植物科学家协同工作,加速发现,同时保留人类见解的独特价值。PlantScience。Ai的网址是https://plantscience.ai。
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引用次数: 0
FT Florigen proteins in photoperiodic signaling: conservation and diversity in their regulation, structure and function. 光周期信号中的FT成花蛋白:调控、结构和功能的保守性和多样性。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-20 DOI: 10.1016/j.molp.2026.03.002
He Gao, Na Ding, Yuang Wu, George Coupland

Seasonal changes in day length regulate plant growth and development. FLOWERING LOCUS T (FT) proteins are widely-conserved effectors of photoperiod-induced flowering, and also promote tuberization in potato and bud growth in trees. We integrate data from several model and crop species to illustrate the major features of FT function and regulation. The day lengths that induce developmental responses differ among species, and diverse examples are selected to show how this is conferred by photoperiod-dependent FT transcription in leaf vasculature. FT protein movement into the phloem sieve elements and to the shoot apical meristem is then described. The functionally important domains of FT and how they contribute to a transcriptional complex with bZIP transcription factors and 14-3-3 proteins are outlined. Functional FT is contrasted with diverged FT paralogues and related TERMINAL FLOWER 1 proteins that act as negative regulators of FT activity to modulate developmental responses. A relay mechanism in which FT genes or closely related paralogues are transcriptionally induced at the shoot apex after the arrival of FT protein is described in cereals, tomato and Arabidopsis and in the stolon of potato, and we argue that it plays a role in sustaining photoperiod-induced developmental transitions. Finally, we discuss unresolved questions in FT signaling and how these might be addressed.

日照长度的季节性变化调节着植物的生长发育。开花位点T (flower LOCUS T, FT)蛋白是广泛保守的光周期诱导开花效应蛋白,并促进马铃薯的结节化和树木的芽生长。我们整合了几个模型和作物物种的数据来说明FT功能和调控的主要特征。不同物种诱导发育反应的日照长度不同,我们选择了不同的例子来说明这是如何通过叶片脉管系统中依赖光周期的FT转录来实现的。然后描述了FT蛋白向韧皮部筛子和茎尖分生组织的运动。本文概述了FT的重要功能域以及它们如何与bZIP转录因子和14-3-3蛋白组成转录复合体。功能性FT与发散的FT类似物和相关的TERMINAL FLOWER 1蛋白形成对比,后者作为FT活性的负调节因子来调节发育反应。在谷物、番茄、拟南芥和马铃薯的匍匐茎中,描述了FT蛋白到达茎尖后,FT基因或密切相关的类似物在茎尖被转录诱导的一种传递机制,我们认为它在维持光周期诱导的发育转变中起作用。最后,我们讨论了FT信号中尚未解决的问题以及如何解决这些问题。
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引用次数: 0
High-density cultivation of synthetic apomictic hybrid rice achieves near-complete diploidization and parental-equivalent yield in field trials. 在田间试验中,高密度栽培的合成无杂交水稻实现了近完全二倍体化和亲本当量产量。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-20 DOI: 10.1016/j.molp.2026.03.012
Mengqiu Song, Shengnan Li, Zuan Wang, Guojun Dong, Tao Wang, Jingxi Sun, Siqi Xia, Zeyuan Yang, Weizhe Liu, Youlin Peng, Longjiang Fan, Jian Sun, Yong Zhang, Kejian Wang, Xiaoming Zheng, Qian Qian
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引用次数: 0
Regulation of seed germination by a temperature-sensitive feedback mechanism that integrates environmental and hormonal signals. 通过整合环境和激素信号的温度敏感反馈机制调节种子萌发。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-20 DOI: 10.1016/j.molp.2026.03.009
Pannaga Krishnamurthy, Prakash P Kumar
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引用次数: 0
Functional divergence of two ethylene receptor subfamilies in calcium permeability. 两个乙烯受体亚家族在钙通透性中的功能分化。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-11 DOI: 10.1016/j.molp.2026.03.007
Chenliang Pan, Junyuan Cheng, Zining Lin, Dongdong Hao, Zhina Xiao, Yuhang Ming, Peng You, Hongtao Yu, Wei Yan, Wen Song, Li Liu, Hongwei Guo

Ethylene is a gaseous plant hormone that regulates plant growth, development, and stress adaptation, yet the molecular mechanism by which ethylene receptors perceive the hormone and initiate downstream signaling remains poorly understood. Here, using genetic analyses in Arabidopsis thaliana, we find that the two ethylene receptor subfamilies do not act in parallel: subfamily I receptors constitute the core ethylene-sensing module, whereas subfamily II receptors require subfamily I receptors to function. Moreover, subfamily I receptors are also required for the rapid phase I growth inhibition that occurs within minutes of ethylene exposure, suggesting the involvement of a fast signaling mechanism. Using electrophysiological assays in Xenopus oocytes and mammalian HEK293F cells, we reveal that only subfamily I receptors exhibit Ca2+ permeability. The N-terminal residues of the subfamily I receptor ETR1, including Cys65 and Phe76, are essential for this Ca2+ permeability. Furthermore, ethylene promotes ETR1 Ca2+ permeability in the Xenopus oocyte system and induces cytosolic Ca2+ influx in plants in a manner dependent on subfamily I receptors. Overall, this work supports a mechanistic framework in which subfamily I receptors integrate ethylene sensing with calcium influx, providing new insight into how plants translate hormonal cues into downstream signaling events.

乙烯是一种调节植物生长、发育和逆境适应的气态植物激素,但乙烯受体感知该激素并启动下游信号传导的分子机制尚不清楚。在这里,通过对拟南芥的遗传分析,我们发现两个乙烯受体亚家族并不平行作用:亚家族I受体构成核心乙烯传感模块,而亚家族II受体需要亚家族I受体才能发挥作用。此外,亚家族I受体也需要在乙烯暴露后几分钟内发生的快速I期生长抑制,这表明参与了快速信号传导机制。通过对爪蟾卵母细胞和哺乳动物HEK293F细胞的电生理分析,我们发现只有亚家族I受体表现出Ca2+通透性。I亚家族受体ETR1的n端残基,包括Cys65和Phe76,对Ca2+通透性至关重要。此外,乙烯促进爪蟾卵母细胞系统中ETR1 Ca2+的通透性,并以依赖于亚家族I受体的方式诱导植物细胞质Ca2+内流。总的来说,这项工作支持了一个机制框架,其中亚家族I受体将乙烯传感与钙内流结合,为植物如何将激素信号转化为下游信号事件提供了新的见解。
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引用次数: 0
Decoding Gibberellin-Strigolactone Interaction Networks in Cereal Crops toward a Next-Generation Green Revolution. 解码谷物作物中赤霉素-独角麦内酯相互作用网络,迈向下一代绿色革命。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-10 DOI: 10.1016/j.molp.2026.03.006
Jie Hu, Yunzhe Wu, Shuang Zhang, Qiaoling Zhang, Zhe Chai, Dan Li, Danling Zhao, Binghui Wu, Xiuhua Gao, Xueying Liu, Kun Wu, Xiangdong Fu

The agricultural Green Revolution (GR) of the 1950s and 1960s drove unprecedented increases in crop yields through widespread adoption of semi-dwarf cereal varieties with mutations affecting gibberellins (GAs) biosynthesis or signaling pathways. Although semi-dwarf plants exhibited strong lodging resistance, their low nitrogen-use efficiency (NUE) demanded excessive inorganic fertilizer inputs, leading to severe and widespread environmental degradation. To boost sustainable agriculture, the approaches of "Next-Generation Green Revolution (NGR)" has emerged as a promising solution to cut chemical fertilizer use in high-yield crops. Nevertheless, inherent trade-offs between grain yield and NUE remain a major challenge to achieving agricultural sustainability. Strigolactones (SLs), a class of phytohormone discovered in 2008, play multifaceted roles comparable to those of GAs and have demonstrated significant promise for both conventional and modern crop improvement. Recent advances in AI-driven protein engineering suggest that precision pyramiding of favorable alleles from GAs and SLs biosynthesis and signaling pathways holds a strong potential to revolutionize NGR through optimized phytohormone regulation. This review analyzes the fundamental drivers of GR success, synthesizes current understanding of GA-SL crosstalk in modulating nitrogen-responsive control of plant architecture and branching patterns, and elucidates the coordination between plant growth and metabolism in regulating NUE and grain yield. This knowledge will establish a framework for leveraging beneficial traits while mitigating pleiotropic trade-offs in current cultivars, thereby enabling rapid progress in the NGR breeding programs.

20世纪50年代和60年代的农业绿色革命(GR)通过广泛采用具有影响赤霉素(GAs)生物合成或信号通路突变的半矮秆谷物品种,推动了作物产量的空前增长。尽管半矮秆植物具有较强的抗倒伏能力,但其氮素利用效率低,需要大量的无机肥料投入,导致环境严重而广泛的退化。为了促进可持续农业,“下一代绿色革命(NGR)”的方法已经成为减少高产作物化肥使用的有希望的解决方案。然而,粮食产量和氮肥利用之间的内在权衡仍然是实现农业可持续性的主要挑战。甾体内酯(SLs)是2008年发现的一类植物激素,具有与GAs相当的多方面作用,在传统和现代作物改良方面都显示出巨大的前景。人工智能驱动的蛋白质工程的最新进展表明,来自GAs和SLs生物合成和信号通路的有利等位基因的精确金字塔化具有通过优化植物激素调节来彻底改变NGR的强大潜力。本文分析了GR成功的基本驱动因素,综合了GA-SL串扰在调节植物构型和分枝模式的氮响应控制中的现有认识,并阐明了植物生长和代谢在调节氮素利用效率和粮食产量中的协调作用。这些知识将建立一个框架,在利用有益性状的同时减少现有品种的多效性权衡,从而使NGR育种计划取得快速进展。
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引用次数: 0
BSMT1, SABP3, and MAT2 assemble into a ternary complex vital for methyl salicylate biosynthesis and airborne defense BSMT1, SABP3和MAT2组装成对水杨酸甲酯生物合成和空气防御至关重要的三元配合物
IF 27.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-10 DOI: 10.1016/j.molp.2026.03.004
Baolong Sun, Wei Yang, Luyue Shang, Haimiao Zhang, Yang Liu, Lansu Wei, Yihan Zhang, Boyu Zhao, Yong Wang, Ziyi Yin, Chongchong Lu, Haipeng Zhao, Yang Li, Zhengqing Fu, Xinhua Ding
When plants encounter biotic and abiotic stresses, they emit various volatile organic compounds (VOCs) to communicate with nearby plants and activate airborne defenses (AD). One critical compound in this process is methyl salicylate (MeSA). Previous studies have mostly examined how stress triggers the production of MeSA at the gene level. In our study, we found that MeSA plays a key role in AD during bacterial infections and determined how plants boost MeSA production through a protein complex. Infection by Pseudomonas syringae pv. tomato DC3000 (Pst DC3000) in Arabidopsis thaliana increased salicylic acid (SA) levels, leading to the formation of a ternary protein complex in the cytoplasm. This complex consists of benzoic acid/salicylic acid carboxyl methyltransferases (BSMT1), salicylic acid-binding protein 3 (SABP3), and S-adenosylmethionine synthetase 2 (MAT2). Together, they enhance MAT2's ability to produce S-adenosyl methionine (SAM), a precursor to MeSA, and boost BSMT1's capacity to synthesize MeSA. The produced MeSA then triggers AD in nearby plants and initiates systemic acquired resistance (SAR) in the infected plant. Our findings clarify the MeSA production pathway during pathogen attacks and show that MeSA-mediated AD is a common defense against both insect and pathogen threats, emphasizing its potential as a potent plant immune inducer.
当植物遇到生物和非生物胁迫时,它们会释放出各种挥发性有机化合物(VOCs)与附近的植物交流,并激活空气传播防御(AD)。其中一个关键的化合物是水杨酸甲酯(MeSA)。以前的研究主要是研究压力如何在基因水平上触发MeSA的产生。在我们的研究中,我们发现MeSA在细菌感染期间的AD中起着关键作用,并确定了植物如何通过蛋白质复合物促进MeSA的产生。丁香假单胞菌感染。拟南芥中的番茄DC3000 (Pst DC3000)增加了水杨酸(SA)水平,导致细胞质中形成三元蛋白复合物。该复合物由苯甲酸/水杨酸羧基甲基转移酶(BSMT1)、水杨酸结合蛋白3 (SABP3)和s -腺苷甲硫氨酸合成酶2 (MAT2)组成。它们共同增强了MAT2产生s -腺苷蛋氨酸(SAM)的能力,SAM是MeSA的前体,并增强了BSMT1合成MeSA的能力。产生的MeSA然后在附近的植物中触发AD,并在被感染的植物中启动系统获得性抗性(SAR)。我们的研究结果阐明了MeSA在病原体攻击过程中的产生途径,并表明MeSA介导的AD是对昆虫和病原体威胁的共同防御,强调了其作为一种有效的植物免疫诱导剂的潜力。
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引用次数: 0
WIND1 controls cell fate transition through coordinately integrating histone acetylation and deacetylation-mediated transcriptional reprogramming during somatic embryogenesis. 在体细胞胚胎发生过程中,WIND1通过协调整合组蛋白乙酰化和去乙酰化介导的转录重编程来控制细胞命运的转变。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-10 DOI: 10.1016/j.molp.2026.03.005
Akira Iwase, Arika Takebayashi, Fu-Yu Hung, Ayako Kawamura, Yetkin Çaka Ince, Yasuhiro Kadota, Soichi Inagaki, Takamasa Suzuki, Ken Shirasu, Keiko Sugimoto

Regeneration involves large-scale transcriptional reprogramming to drive cell identity transitions. These transcriptional changes are tightly coupled with chromatin remodelling but molecular mechanisms that coordinate these changes remain unclear. Here we show that WOUND INDUCED DEDIFFERENTIATION 1 (WIND1) transcription factor promotes somatic embryogenesis by repressing pre-existing cell fate and activating new cell identity programmes. WIND1 interacts with histone deacetylase HISTONE DEACETYLASE 9 (HDA9) and histone acetyltransferase complex component HOMOLOG OF YEAST ADA1 2a (ADA2a) via conserved N-terminal domain. These interactions enable WIND1 to mediate both H3K27 deacetylation and acetylation at distinct target loci, leading to repression of organ-primordium/procambium development genes such as AINTEGUMENTA (ANT) and activation of embryogenesis regulators including LEAFY COTYLEDON 2 (LEC2). Our findings identify WIND1 as a bifunctional chromatin regulator that integrates opposing histone acetylation dynamics to coordinate transcriptional reprogramming. This mechanism provides a molecular framework for how a transcription factor directs complex cell fate transitions during regeneration.

再生涉及大规模的转录重编程来驱动细胞身份的转变。这些转录变化与染色质重塑紧密耦合,但协调这些变化的分子机制尚不清楚。在这里,我们发现伤口诱导的去分化1 (WIND1)转录因子通过抑制已有的细胞命运和激活新的细胞身份程序来促进体细胞胚胎发生。WIND1通过保守的n端结构域与组蛋白去乙酰化酶histone deacetylase 9 (HDA9)和酵母ADA2a的组蛋白乙酰转移酶复合物同源物(ADA2a)相互作用。这些相互作用使WIND1能够在不同的靶位点介导H3K27去乙酰化和乙酰化,从而抑制器官原基/原层发育基因,如AINTEGUMENTA (ANT)和激活胚胎发生调节因子,包括叶状子叶don 2 (LEC2)。我们的研究结果表明,WIND1是一种双功能的染色质调节剂,它整合了相反的组蛋白乙酰化动力学来协调转录重编程。这一机制为转录因子如何指导再生过程中复杂的细胞命运转变提供了分子框架。
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引用次数: 0
Single-nucleotide editing of a strigolactone receptor confers virus resistance in rice. 单核苷酸编辑的独角曲内酯受体赋予水稻病毒抗性。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-06 DOI: 10.1016/j.molp.2026.03.001
Qinglin Pi, Yule Liu
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引用次数: 0
A Redox-Driven Phase Switch: RCD1 Condensates Decode Growth and Stress Adaptation. 氧化还原驱动的相开关:RCD1凝析物解码生长和应力适应。
IF 24.1 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-03-05 DOI: 10.1016/j.molp.2026.03.003
Seol Ki Paeng, Ho Byoung Chae, Su Bin Bae, Seong Dong Wi, Sang Yeol Lee

To coordinate growth and acclimation, plants must accurately discriminate physiological reactive oxygen species (ROS) signals from those derived from environmental stress. Xing et al. (2026) resolve the 'specificity paradox' of ROS signaling by identifying Radical-induced Cell Death1 (RCD1) as a redox-responsive molecular sieve. Under basal conditions, RCD1 utilizes its intrinsically disordered regions to drive liquid-liquid phase separation (LLPS), forming nuclear condensates that preferentially entrap the transcription factor ASYMMETRIC LEAVES1 (AS1). Conversely, stress-induced ROS accumulation triggers the oxidation of a conserved cysteine triad (C371/379/392), provoking a phase transition that dismantles these assemblies. This structural reorganization triggers ZAT12-mediated antioxidant defenses, establishing redox-driven phase separation as a pivotal regulatory nexus for the rapid, spatiotemporal recalibration of plant physiological states.

为了协调生长和适应环境,植物必须准确区分来自环境胁迫的生理活性氧(ROS)信号。Xing等人(2026)通过鉴定自由基诱导细胞死亡1 (RCD1)为氧化还原反应分子筛,解决了ROS信号的“特异性悖论”。在基本条件下,RCD1利用其内在无序区域驱动液-液相分离(LLPS),形成优先捕获转录因子不对称LEAVES1 (AS1)的核凝析物。相反,应激诱导的ROS积累会触发保守的半胱氨酸三联体(C371/379/392)的氧化,引发相变,从而拆除这些组装体。这种结构重组触发了zat12介导的抗氧化防御,建立了氧化还原驱动的相分离,作为植物生理状态快速、时空重新校准的关键调控关系。
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引用次数: 0
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Molecular Plant
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