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Bacterial iron acquisition by Escherichia coli is facilitated by amino acid complexation in a rapid-renewal environment 在快速更新的环境中,氨基酸络合促进了大肠杆菌对铁的获取
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2520431123
Juanita Lara-Gutiérrez, Jen Nguyen, Matthew R. McIlvin, Ichiko Sugiyama, Zachary C. Landry, Uria Alcolombri, Sammy Pontrelli, Joaquín Jiménez-Martínez, Uwe Sauer, Terence Hwa, Johannes M. Keegstra, Mak A. Saito, Roman Stocker
In natural environments, bacteria often encounter low concentrations of nutrient mixtures that are continuously replenished by physical processes such as fluid flow. Studying bacterial physiology under such conditions is experimentally challenging because it is difficult to maintain steady, low nutrient concentrations with rapid renewal. Most studies on nutrient limitation have used approaches such as the chemostat, which rely on long renewal times to sustain low concentrations. We developed a Millifluidic Continuous Culture Device (MCCD), inspired by microfluidics, that enables bacterial cultivation in nutrient mixtures at low micromolar concentrations with rapid renewal driven by fluid flow. Unlike microfluidic systems, the MCCD retains sufficient culture volume to support batch-scale ‘omic analyses. Using the MCCD, we cultured Escherichia coli in a mixture of amino acids and nucleobases at three concentration ranges spanning a fivefold difference in growth rates. Surprisingly, at the lowest concentration range, cells exhibited proteomic signatures of iron limitation despite equal total ferrous iron across conditions. Uptake experiments with labeled iron–histidine and iron–cysteine complexes confirmed that amino acids facilitated ferrous iron acquisition. Under continuous flow, siderophores were washed out, rendering this pathway ineffective and revealing a previously unrecognized mechanism of iron acquisition via soluble ferrous iron–amino acid complexes. These findings highlight the importance of studying bacterial physiology at low nutrient concentrations and also suggest a broader role for other organic substrates capable of complexing iron as potential iron sources in environments with rapid renewal.
在自然环境中,细菌经常遇到低浓度的营养混合物,这些营养混合物通过流体流动等物理过程不断补充。在这种条件下研究细菌生理是具有实验挑战性的,因为很难维持稳定的低营养浓度和快速更新。大多数关于营养限制的研究都使用了诸如趋化剂之类的方法,这些方法依赖于较长的更新时间来维持低浓度。受微流体的启发,我们开发了一种微流体连续培养装置(mcd),可以在低微摩尔浓度的营养混合物中培养细菌,并在流体流动的驱动下快速更新。与微流体系统不同,MCCD保留了足够的培养量来支持批量的基因组分析。使用MCCD,我们在氨基酸和核碱基的混合物中培养大肠杆菌,在三个浓度范围内生长速度相差五倍。令人惊讶的是,在最低浓度范围内,细胞表现出铁限制的蛋白质组学特征,尽管不同条件下的亚铁总量相同。铁组氨酸和铁半胱氨酸配合物的摄取实验证实,氨基酸促进了亚铁的获取。在持续流动的情况下,铁载体被冲洗掉,使这一途径失效,揭示了一种以前未被认识到的通过可溶性亚铁-氨基酸络合物获取铁的机制。这些发现强调了在低营养浓度下研究细菌生理的重要性,也表明在快速更新的环境中,其他能够络合铁的有机底物作为潜在的铁源具有更广泛的作用。
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引用次数: 0
Synaptic transmission: Munc13 assembles onto PI(4,5)P 2 -rich domains into trimers that cooperate to capture vesicles 突触传递:Munc13在PI(4,5) p2 -富结构域上组装成三聚体,协同捕获囊泡
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2523347123
Feng Li, Abhijith Radhakrishnan, Sudhanshu Gautam, Gabriel Diaz, Ramalingam Venkat Kalyana Sundaram, Jeff Coleman, Hong Zheng, Kirill Grushin, Matthieu Chavent, James E. Rothman, Frederic Pincet
Munc13-1 is a key protein involved in priming synaptic vesicles for rapid release at the presynaptic plasma membrane. It was previously revealed that Munc13-1 cycles between at least two alternate conformations, an upright (open) molecular conformation organized as a trimer and a lateral (closed) conformation organized as a hexagon. Munc13 binds PI(4,5)P 2 , a plasma membrane phospholipid essential for vesicle docking and fusion. We report that Munc13 is recruited to PI(4,5)P 2 domains induced by a Syntaxin-1A juxta-membrane peptide in supported bilayers. Statistical analysis of the copy numbers of Munc13 within the domains suggests that Munc13 exists in clusters of three molecules, i.e., it assembles into trimers. The trimeric clusters disappear with engineered interface mutations disrupting the upright trimers in cryo-EM as well as reconstituted vesicle priming suggesting the trimers observed on bilayers are identical to the upright trimer structures. These upright trimers can also be identified by cryo-electron tomography on vesicles containing PI(4,5)P 2 and Syntaxin-1A. Clusters of 3 or more Munc13 trimers forming on PI(4,5)P 2 domains efficiently capture phosphatidylserine-containing small unilamellar vesicles via their C 2 C domains, as shown by the effect of mutations that disrupt synaptic vesicle binding in synapses. We propose a two-step model for vesicle priming: i) synaptic vesicles are captured by clusters of upright trimers of Munc13 that self-assemble within PI(4,5)P 2 enriched domains; ii) these trimers transition into lateral hexamers when vesicles have bound and the transition would be promoted when the closed conformation of Munc13 is stabilized by diacylglycerol binding, resulting from Ca 2+ -dependent hydrolysis of PI(4,5)P 2 .
Munc13-1是参与突触囊泡在突触前质膜快速释放的关键蛋白。先前发现Munc13-1在至少两个交替构象之间循环,一个直立的(开放的)分子构象组织为三聚体,一个横向的(封闭的)构象组织为六边形。Munc13结合PI(4,5) p2,这是囊泡对接和融合所必需的质膜磷脂。我们报道Munc13被募集到由支持双层的Syntaxin-1A近膜肽诱导的PI(4,5) p2结构域。统计分析Munc13在结构域内的拷贝数表明,Munc13存在于三个分子的簇中,即它组装成三聚体。三聚体簇消失与工程界面突变破坏直立三聚体在低温电镜和重建的囊泡启动表明,三聚体在双层上观察到的直立三聚体结构相同。这些直立三聚体也可以通过冷冻电子断层扫描在含有PI(4,5) p2和Syntaxin-1A的囊泡上进行鉴定。在PI(4,5) p2结构域上形成的3个或更多的Munc13三聚体簇通过其c2c结构域有效地捕获含有磷脂酰丝氨酸的单层小囊泡,这表明突变会破坏突触中突触囊泡的结合。我们提出了一个囊泡启动的两步模型:i)突触囊泡被Munc13的直立三聚体捕获,这些三聚体在PI(4,5) p2富集区域内自组装;ii)当囊泡结合时,这些三聚体转变为侧向六聚体,当二酰基甘油结合稳定Munc13的封闭构象时,这种转变将被促进,这是由ca2 +依赖的PI(4,5) p2水解引起的。
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引用次数: 0
Ion transport control in electrolytes via electrochemical doping 通过电化学掺杂控制电解质中的离子输运
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2532302123
Zhiwei Li, Yinghong Xu, Wanheng Lu, Xinglong Pan, Langyuan Wu, Wei Li Ong, Netanel Shpigel, Gang Chen, Ghim Wei Ho
Doping to control carrier (electron or hole) transport is foundational to modulate the properties of semiconductors, enabling the development of homojunctions and heterojunctions for integrated electronics. Unlike semiconductors with unipolar charge-carrier dominance, both cations and anions in electrolytes are mobile, which is undesirable for many applications. Here, we report a universal strategy to dope electrolytes such that the ion transport can be unipolar by incorporating electroactive polymers within hydrogels that interact discriminately with one type of ion via redox and binding mechanisms, leaving the counterions mobile. This transforms the system into an active, selective conductor that directs ion flow with high precision. We demonstrate the generality of this strategy using a wide range of electroactive polymers and ions. Particularly, we use emeraldine base and leucoemeraldine base, derived from polyaniline to create both n-type and p-type conductors with high ion selectivity. This electrolyte doping strategy has significant implications beyond the developed thermoelectrochemical devices with boosted performance, with potential applications in supercapacitors, batteries, and electrochemical sensors.
掺杂控制载流子(电子或空穴)输运是调制半导体特性的基础,使集成电子学的同质结和异质结得以发展。与具有单极载流子优势的半导体不同,电解质中的阳离子和阴离子都是可移动的,这在许多应用中是不希望的。在这里,我们报告了一种普遍的掺杂电解质的策略,通过在水凝胶中加入电活性聚合物,离子传输可以是单极的,水凝胶通过氧化还原和结合机制与一种类型的离子有区别地相互作用,使反离子移动。这将系统转变为一个主动的、选择性的导体,以高精度引导离子流动。我们使用广泛的电活性聚合物和离子来证明这种策略的普遍性。特别地,我们使用从聚苯胺衍生的祖母绿碱和亚祖母绿碱来制造具有高离子选择性的n型和p型导体。这种电解质掺杂策略具有重要的意义,不仅可以提高热电化学器件的性能,还可以应用于超级电容器、电池和电化学传感器。
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引用次数: 0
Lipid nanoparticle GM-CSF replacement for autoimmune pulmonary alveolar proteinosis 脂质纳米颗粒GM-CSF替代自身免疫性肺泡蛋白沉积症
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2511483123
Liming Lian, Bora Jang, Sebastian G. Huayamares, Avraham Shakked, Kara Gentry, Ryan Zenhausern, Afsane Radmand, Elisa Schrader Echeverri, Vaunita C. Parihar, Ricardo C. Guerrero-Ferreira, Randi Calkins, Daryll Vanover, Philip J. Santangelo, Hyejin Kim, James E. Dahlman
Granulocyte–macrophage colony-stimulating factor (GM-CSF) deficiency drives autoimmune pulmonary alveolar proteinosis (aPAP), a disease characterized by impaired macrophage-mediated clearance of pulmonary surfactants. Clinical data suggest that inhaled recombinant GM-CSF reduces symptoms in aPAP patients, providing a rationale for mRNA-based GM-CSF replacement therapies. However, these require effective mRNA delivery after nebulization. Here, we report the iterative in vivo design of a lipid nanoparticle, named nebulized lung delivery 2 (NLD2), that efficiently delivers mRNA after nebulization. NLD2 carrying GM-CSF mRNA transfected alveolar macrophages in vivo, leading to interleukin-10 pathway activation and subsequent surfactant lipoprotein clearance. In a preclinical disease model of aPAP, GM-CSF mRNA delivery reduced surfactant protein thickness more than recombinant GM-CSF. These data support continued exploration of nebulized lipid nanoparticle therapies for aPAP.
粒细胞-巨噬细胞集落刺激因子(GM-CSF)缺乏驱动自身免疫性肺泡蛋白沉积症(aPAP),这是一种以巨噬细胞介导的肺表面活性剂清除受损为特征的疾病。临床数据表明,吸入重组GM-CSF可减轻aPAP患者的症状,为基于mrna的GM-CSF替代疗法提供了依据。然而,这些需要雾化后有效的mRNA递送。在这里,我们报告了一种脂质纳米颗粒的体内迭代设计,称为雾化肺递送2 (NLD2),它在雾化后有效地递送mRNA。携带GM-CSF mRNA的NLD2在体内转染肺泡巨噬细胞,导致白细胞介素-10通路激活和随后的表面活性剂脂蛋白清除。在aPAP临床前疾病模型中,GM-CSF mRNA的传递比重组GM-CSF更能降低表面活性剂蛋白的厚度。这些数据支持继续探索雾化脂质纳米颗粒治疗aPAP。
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引用次数: 0
Dual inhibition of mTOR and calcineurin pathways mitigates missing self–induced NK cell–mediated microvascular rejection 双重抑制mTOR和钙调磷酸酶途径减轻缺失的自我诱导NK细胞介导的微血管排斥反应
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2516594123
Sarah Hamada, Jack Beadle, Alice Koenig, Basile Sugranes, John Ferdinand, Chien-Chia Chen, Virginie Mathias, Maeva Eloudzeri, Thomas Barba, Helena Paidassi, Carole Saison, Valérie Dubois, Emmanuel Morelon, Thierry Walzer, Antoine Marcais, Maud Rabeyrin, Marion Rabant, Patrick Bruneval, Maud Racapé, Jean Paul Duong Van Huyen, Menna R. Clatworthy, Candice Roufosse, Olivier Thaunat
The inability of graft endothelial cells to deliver HLA-I-dependent inhibitory signals to recipient natural killer (NK) cells (missing self, MS), drives donor-specific antibody-independent microvascular inflammation (MVI), leading to graft failure. This study aimed to elucidate the signaling pathways involved in MS-associated NK cell activation and explore therapeutic strategies. Analyses of kidney graft biopsies identified calcium signaling pathways and mTOR as a key regulator of MS-induced NK cell activation. Two experimental models were developed to mimic the pathological condition: in vitro cocultures of human NK cells with allogeneic microvascular endothelial cells and a murine heart transplantation model. These models showed that while calcineurin inhibitor (CNI) alone had a limited impact, combining CNI with mTOR inhibitors (mTORinh) synergistically reduced NK cell activation and endothelial damage. In a pilot clinical study involving 50 renal transplant recipients with MS-associated NK cell–mediated microvascular inflammation, patients who tolerated mTORinh introduced on top of CNI at diagnosis demonstrated reduced MVI lesions and improved graft survival compared to a historical cohort left on CNI and mycophenolate mofetil. This translational study identifies mTOR inhibition as a pivotal adjunct to CNI in mitigating MS-associated NK cell–mediated inflammation, potentially improving long-term graft outcomes.
移植物内皮细胞无法向受体自然杀伤(NK)细胞(缺失自我,MS)传递hla -i依赖性抑制信号,导致供体特异性抗体非依赖性微血管炎症(MVI),导致移植物失败。本研究旨在阐明ms相关NK细胞激活的信号通路并探索治疗策略。肾移植活检分析发现钙信号通路和mTOR是ms诱导的NK细胞活化的关键调节因子。建立了两种模拟病理情况的实验模型:人NK细胞与异体微血管内皮细胞体外共培养模型和小鼠心脏移植模型。这些模型表明,虽然单独使用钙调磷酸酶抑制剂(CNI)影响有限,但CNI与mTOR抑制剂(mTORinh)联合使用可协同降低NK细胞活化和内皮损伤。在一项涉及50名患有ms相关NK细胞介导的微血管炎症的肾移植受者的试点临床研究中,与仅使用CNI和霉酚酸酯的历史队列相比,在诊断时在CNI基础上引入mTORinh的患者表现出MVI病变减少,移植物存活率提高。这项转化研究确定mTOR抑制是CNI减轻ms相关NK细胞介导的炎症的关键辅助手段,可能改善移植的长期结果。
{"title":"Dual inhibition of mTOR and calcineurin pathways mitigates missing self–induced NK cell–mediated microvascular rejection","authors":"Sarah Hamada, Jack Beadle, Alice Koenig, Basile Sugranes, John Ferdinand, Chien-Chia Chen, Virginie Mathias, Maeva Eloudzeri, Thomas Barba, Helena Paidassi, Carole Saison, Valérie Dubois, Emmanuel Morelon, Thierry Walzer, Antoine Marcais, Maud Rabeyrin, Marion Rabant, Patrick Bruneval, Maud Racapé, Jean Paul Duong Van Huyen, Menna R. Clatworthy, Candice Roufosse, Olivier Thaunat","doi":"10.1073/pnas.2516594123","DOIUrl":"https://doi.org/10.1073/pnas.2516594123","url":null,"abstract":"The inability of graft endothelial cells to deliver HLA-I-dependent inhibitory signals to recipient natural killer (NK) cells (missing self, MS), drives donor-specific antibody-independent microvascular inflammation (MVI), leading to graft failure. This study aimed to elucidate the signaling pathways involved in MS-associated NK cell activation and explore therapeutic strategies. Analyses of kidney graft biopsies identified calcium signaling pathways and mTOR as a key regulator of MS-induced NK cell activation. Two experimental models were developed to mimic the pathological condition: in vitro cocultures of human NK cells with allogeneic microvascular endothelial cells and a murine heart transplantation model. These models showed that while calcineurin inhibitor (CNI) alone had a limited impact, combining CNI with mTOR inhibitors (mTORinh) synergistically reduced NK cell activation and endothelial damage. In a pilot clinical study involving 50 renal transplant recipients with MS-associated NK cell–mediated microvascular inflammation, patients who tolerated mTORinh introduced on top of CNI at diagnosis demonstrated reduced MVI lesions and improved graft survival compared to a historical cohort left on CNI and mycophenolate mofetil. This translational study identifies mTOR inhibition as a pivotal adjunct to CNI in mitigating MS-associated NK cell–mediated inflammation, potentially improving long-term graft outcomes.","PeriodicalId":20548,"journal":{"name":"Proceedings of the National Academy of Sciences of the United States of America","volume":"4 1","pages":""},"PeriodicalIF":11.1,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146160993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electrotunable coupling between an epsilon-near-zero thin film and conducting polymer nanoantennas 接近零的epsilon薄膜与导电聚合物纳米天线之间的电调谐耦合
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2517549123
Yulong Duan, Suraya Kazi, Dongqing Lin, Longzhu Liu, Magnus P. Jonsson
Plasmonic resonances in nanostructured conducting polymers provide a compelling route to actively tunable nanophotonics and metasurfaces, owing to their ability to be dynamically modulated through electrochemical doping. Although their lower mobility limits resonance quality compared to noble metal plasmonics, we experimentally demonstrate that the resonances of conducting polymer nanoantennas can effectively couple to epsilon-near-zero (ENZ) mode of an underlying thin indium tin oxide layer, in a manner analogous to noble metal plasmon–ENZ interactions. We show that the coupling strength can be modulated reversibly via electrical bias or chemical redox control, enabling dynamic tuning of electromagnetic field enhancement in the ENZ layer with a modulation depth exceeding 90%. These findings establish conducting polymer nanoantennas as a versatile platform for reconfigurable ENZ-based photonic systems, paving the way for nanophotonic devices with tunable linear and nonlinear optical functionalities.
纳米结构导电聚合物中的等离子体共振为主动调谐纳米光子学和超表面提供了一条引人注目的途径,因为它们能够通过电化学掺杂进行动态调制。尽管与贵金属等离子体相比,它们较低的迁移率限制了共振质量,但我们通过实验证明,导电聚合物纳米天线的共振可以以类似于贵金属等离子体- ENZ相互作用的方式有效地耦合到底层薄铟锡氧化层的epsilon-near-zero (ENZ)模式。我们发现,耦合强度可以通过电偏置或化学氧化还原控制进行可逆调制,从而实现ENZ层中电磁场增强的动态调谐,其调制深度超过90%。这些发现建立了导电聚合物纳米天线作为可重构enz光子系统的通用平台,为具有可调线性和非线性光学功能的纳米光子器件铺平了道路。
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引用次数: 0
Leaderless RiPPs expand the repertoire of fungal secondary metabolites 无领导的ripp扩大了真菌次生代谢物的范围
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2529748123
Sung Chul Park, Livia D. S. Oster, Jacob Golan, Jillian Myers, Anne Pringle, Milton T. Drott, Nancy P. Keller
Ribosomally synthesized and post-translationally modified peptides (RiPPs) are secondary metabolites produced by bacteria, plants, animals, and fungi. Canonical fungal RiPP precursors possess a leader sequence cleaved during maturation. The first RiPPs described in fungi were the MSDIN-derived peptides responsible for the toxicity of lethal Amanita mushrooms. In this study, we upend the conventional understanding of fungal RiPPs, discovering a subclass that has diversified and lacks a leader sequence, an empirical example of leaderless RiPPs in fungi. We use a combinatorial analysis of NMR and MS/MS with an updated bioinformatic pipeline to pair MSDIN genes to leaderless peptides in Amanita phalloides , a European species spreading in California. Leaderless MSDIN transcripts are expressed several orders of magnitude more than most canonical MSDINs, with significantly higher expression in invasive populations. Our results redefine the understanding of fungal RiPP architectures and suggest differential regulation of non-canonical RiPPs may contribute to the invasion biology of the world’s deadliest mushroom.
核糖体合成和翻译后修饰肽(RiPPs)是细菌、植物、动物和真菌产生的次生代谢产物。典型的真菌RiPP前体具有在成熟过程中断裂的先导序列。在真菌中描述的第一个RiPPs是msdin衍生的肽,负责致命毒伞菌的毒性。在这项研究中,我们颠覆了对真菌RiPPs的传统理解,发现了一个具有多样化且缺乏领导者序列的亚类,这是真菌中无领导者RiPPs的一个经验例子。我们使用核磁共振和质谱/质谱的组合分析与更新的生物信息学管道配对MSDIN基因与无领导肽的Amanita phalloides,一个欧洲物种在美国加州蔓延。无领导MSDIN转录本的表达比大多数规范MSDIN多几个数量级,在侵袭性人群中表达明显更高。我们的研究结果重新定义了对真菌RiPP结构的理解,并表明非规范RiPP的差异调控可能有助于世界上最致命的蘑菇的入侵生物学。
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引用次数: 0
A ribosomally synthesized and posttranslationally modified peptide with ADP-ribosylation 一种核糖体合成和翻译后修饰的具有adp -核糖基化的肽
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2527653123
Sijia Guo, Suze Ma, Lulu Song, Jun Wang, Tonghai Liu, Wupeng Yan, Wei Zhang, Zixin Deng, Wei Ding, Qi Zhang
Ribosomally synthesized and posttranslationally modified peptides (RiPPs) are a fertile ground for uncovering new enzymatic chemistry and structural complexity. Here, we describe minviopeptin, an unusual ADP-ribosylated triceptide accessed through heterologous expression of a cryptic biosynthetic gene cluster. Structural and functional analyses reveal a combination of crosslinking, ADP-ribosylation, and oxidative peptide cleavage, underscoring the capacity of RiPP pathways to generate densely functionalized molecular scaffolds. By revealing ADP-ribosylation as a previously unrecognized RiPP modification and exposing reactivity within radical SAM and nonheme iron enzymes, this work broadens the landscape of RiPP biosynthetic chemistries and offers opportunities for natural product diversification and peptide engineering.
核糖体合成和翻译后修饰肽(RiPPs)是揭示新的酶化学和结构复杂性的沃土。在这里,我们描述minviopeptin,一种不寻常的adp核糖基化三肽,通过异源表达的隐生物合成基因簇获得。结构和功能分析揭示了交联、adp核糖基化和氧化肽裂解的组合,强调了RiPP途径产生密集功能化分子支架的能力。通过揭示adp核糖基化是一种以前未被识别的RiPP修饰,并揭示自由基SAM和非血红素铁酶的反应性,这项工作拓宽了RiPP生物合成化学的领域,并为天然产物多样化和肽工程提供了机会。
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引用次数: 0
Optogenetic control of transition to metamorphosis 向变态过渡的光遗传控制
IF 11.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 DOI: 10.1073/pnas.2524141123
Changyuan Wang, Denis F. Faerberg, Yuka Sekine, Takeaki Ozawa, John J. Tyson, Robert A. Marmion, Stanislav Y. Shvartsman
System identification approaches are commonly used in engineering to infer simple yet predictive models of complex systems from their responses to time-dependent perturbations. Here, we apply this strategy at the whole organism scale, establishing a predictive model of commitment to metamorphosis in Drosophila . At this critical point in animal development, the larva stops feeding and proceeds to take on the adult form. The neuroendocrine circuits governing commitment to metamorphosis assess the growth and patterning programs, eventually triggering the production of systemic hormones that terminate growth and initiate metamorphosis. Previous studies of these circuits relied on relatively static genetic perturbations and starvation experiments. Here, we take advantage of optogenetic approaches in Drosophila to flexibly perturb a key signaling node within the endocrine gland in otherwise undisturbed larvae. We used this approach to infer parameters in a compact mathematical model and demonstrate that it makes accurate predictions of larval commitment to metamorphosis. Our work paves the way for quantitative studies of other juvenile-to-adult transitions, including mammalian puberty, which relies on strikingly similar mechanisms.
系统识别方法在工程中通常用于从复杂系统对时变扰动的响应中推断简单但可预测的模型。在这里,我们将这一策略应用于整个生物体尺度,建立了果蝇变态承诺的预测模型。在动物发育的这个关键时刻,幼虫停止进食,并继续以成虫的形式出现。控制变态承诺的神经内分泌回路评估生长和模式程序,最终触发系统激素的产生,终止生长并启动变态。以前对这些电路的研究依赖于相对静态的遗传扰动和饥饿实验。在这里,我们利用光遗传学方法在果蝇中灵活地干扰内分泌腺内的一个关键信号节点,否则未受干扰的幼虫。我们用这种方法在一个紧凑的数学模型中推断参数,并证明它能准确预测幼虫对变态的承诺。我们的工作为定量研究其他从青少年到成人的转变铺平了道路,包括哺乳动物的青春期,这依赖于惊人相似的机制。
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引用次数: 0
In This Issue. 在本期中。
IF 9.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-10 Epub Date: 2025-02-10 DOI: 10.1073/iti0626123
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引用次数: 0
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