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Key challenges and recommendations for defining organelle membrane contact sites 定义细胞器膜接触部位的主要挑战和建议。
IF 90.2 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-06-23 DOI: 10.1038/s41580-025-00864-x
Tito Calì, Emmanuelle M. Bayer, Emily R. Eden, György Hajnóczky, Benoit Kornmann, Laura Lackner, Jen Liou, Karin Reinisch, Hyun-Woo Rhee, Rosario Rizzuto, Luca Scorrano, Marisa Brini
Intracellular membrane contact sites (MCSs) between organelles have crucial roles in cellular signalling and homeostasis. These sites, which are often disrupted in pathological conditions, enable the exchange of ions, lipids and metabolites between membrane-bound compartments, helping cells adapt to varying physiological conditions. Specific tether proteins and complexes stabilize these interactions and mediate responses to different intracellular or extracellular stimuli. The study of MCSs has progressed in recent years, owing to the development of new methods such as genetically encoded reporter constructs, advanced imaging techniques, including super-resolution microscopy and electron tomography, and proteomic approaches based on mass spectrometry. These tools have enabled unprecedented visualization and quantification of organelle interactions, as well as identification of the molecular players involved. This Expert Recommendation aims to define and map the ‘organelle contactome’, describing key proteins involved in contact site formation and the roles of MCSs in cellular function. We also explore contact site dynamics and detail advantages and disadvantages of the methodologies for studying them. Importantly, we consolidate open questions in contact site research and discuss challenges and limitations of the current experimental approaches. Membrane contact sites between organelles facilitate the exchange of ions, lipids and metabolites. This Expert Recommendation highlights recent advances in defining the organelle contactome and discusses challenges and future directions in membrane contact site research.
细胞器之间的细胞膜接触位点(MCSs)在细胞信号传导和稳态中起着至关重要的作用。这些位点在病理条件下经常被破坏,使离子、脂质和代谢物在膜结合室之间交换,帮助细胞适应不同的生理条件。特定的系绳蛋白和复合物稳定这些相互作用,并介导对不同细胞内或细胞外刺激的反应。近年来,由于新方法的发展,如遗传编码报告结构,先进的成像技术,包括超分辨率显微镜和电子断层扫描,以及基于质谱的蛋白质组学方法,mcs的研究取得了进展。这些工具使得前所未有的细胞器相互作用的可视化和量化,以及分子参与者的识别成为可能。本专家建议旨在定义和绘制“细胞器接触组”,描述参与接触位点形成的关键蛋白质和MCSs在细胞功能中的作用。我们还探讨了接触点动力学,并详细介绍了研究它们的方法的优缺点。重要的是,我们整合了接触点研究中的开放性问题,并讨论了当前实验方法的挑战和局限性。
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引用次数: 0
Decoding the interactions and functions of non-coding RNA with artificial intelligence 用人工智能解码非编码RNA的相互作用和功能
IF 90.2 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-06-19 DOI: 10.1038/s41580-025-00857-w
Vincent Jung, Cédric Vincent-Cuaz, Charlotte Tumescheit, Lisa Fournier, Marousa Darsinou, Zhi Ming Xu, Ali Saadat, Yiran Wang, Petros Tsantoulis, Olivier Michielin, Jacques Fellay, Rickie Patani, Andres Ramos, Pascal Frossard, Janna Hastings, Antonella Riccio, Lonneke van der Plas, Raphaëlle Luisier
In addition to encoding proteins, mRNAs have context-specific regulatory roles that contribute to many cellular processes. However, uncovering new mRNA functions is constrained by limitations of traditional biochemical and computational methods. In this Roadmap, we highlight how artificial intelligence can transform our understanding of RNA biology by fostering collaborations between RNA biologists and computational scientists to drive innovation in this fundamental field of research. We discuss how non-coding regions of the mRNA, including introns and 5′ and 3′ untranslated regions, regulate the metabolism and interactomes of mRNA, and the current challenges in characterizing these regions. We further discuss large language models, which can be used to learn biologically meaningful RNA sequence representations. We also provide a detailed roadmap for integrating large language models with graph neural networks to harness publicly available sequencing and knowledge data. Adopting this roadmap will allow us to predict RNA interactions with diverse molecules and the modelling of context-specific mRNA interactomes. Studying RNA function is constrained by limitations of traditional methods. This Roadmap discusses how artificial intelligence (AI) can enhance the study of how non-coding regions of mRNA regulate its function, and suggests how to use AI to harness publicly available data towards that goal.
除了编码蛋白质外,mrna还具有环境特异性调节作用,有助于许多细胞过程。然而,发现新的mRNA功能受到传统生化和计算方法的限制。在本路线图中,我们强调了人工智能如何通过促进RNA生物学家和计算科学家之间的合作来改变我们对RNA生物学的理解,从而推动这一基础研究领域的创新。我们讨论了mRNA的非编码区,包括内含子和5 ‘和3 ’非翻译区,如何调节mRNA的代谢和相互作用组,以及目前表征这些区域的挑战。我们进一步讨论了可用于学习具有生物学意义的RNA序列表示的大型语言模型。我们还提供了将大型语言模型与图神经网络集成的详细路线图,以利用公开可用的测序和知识数据。采用这一路线图将使我们能够预测RNA与不同分子的相互作用,并建立情境特异性mRNA相互作用组的模型。
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引用次数: 0
How machine learning can help us understand what we have grown in the dish 机器学习如何帮助我们理解我们在培养皿中生长的东西
IF 81.3 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-06-10 DOI: 10.1038/s41580-025-00868-7
Roser Vento-Tormo
A machine learning model was trained to quantify how closely neurons differentiated in a dish from stem cells resemble those found in the brain.
一个机器学习模型被训练用来量化培养皿中从干细胞中分化出来的神经元与大脑中发现的神经元的接近程度。
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引用次数: 0
Collective migration modes in development, tissue repair and cancer 发育、组织修复和癌症中的集体迁移模式
IF 90.2 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-06-05 DOI: 10.1038/s41580-025-00858-9
Kevin J. Cheung, Sally Horne-Badovinac
Migrating cells have key functions in shaping tissues during development, repairing tissues after development and supporting cancer invasion and metastasis. In all these contexts, cells often maintain contact with their neighbours and move as a group, in a process termed collective migration. In this Review, we describe the elegant mechanisms used by collectively migrating cells in vivo to coordinate their movements and obtain directional information. We start by highlighting the diverse physiological roles that migrating collectives have within the body and then focus on dominant paradigms for the organization of migrating collectives including the roles of leader and follower cells, local cell–cell adhesion and signalling, and external guidance cues. By comparing collective migrations occurring during development and cancer, we bring into focus shared principles for collective cell movement and distinct strategies used by cancer cells for their own dispersal. Throughout, we pay particular attention to how migrating collectives display emergent properties not exhibited by individually migrating cells and how these properties provide the robustness needed for efficient cell movement. Collective cell migration has major roles in animal development, tissue repair and cancer metastasis. This Review explores how migrating collectives are organized in development versus cancer, focusing on cell adhesion, signalling and guidance cues.
迁移细胞在组织发育过程中的塑造、组织发育后的修复以及支持肿瘤的侵袭和转移等方面具有关键功能。在所有这些情况下,细胞经常与它们的邻居保持联系,并作为一个群体移动,这一过程被称为集体迁移。在这篇综述中,我们描述了集体迁移细胞在体内协调运动和获取方向信息所使用的优雅机制。我们首先强调迁移集体在体内的不同生理作用,然后关注迁移集体组织的主要范式,包括领导细胞和跟随细胞的作用,局部细胞-细胞粘附和信号传导,以及外部指导线索。通过比较发育和癌症期间发生的集体迁移,我们将焦点集中在集体细胞运动的共同原则和癌细胞自身扩散的不同策略上。在整个过程中,我们特别关注迁移集体如何显示单个迁移细胞未显示的紧急特性,以及这些特性如何提供有效细胞运动所需的鲁棒性。
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引用次数: 0
Nucleosomes as blueprints of genome architecture 核小体是基因组结构的蓝图
IF 81.3 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-06-04 DOI: 10.1038/s41580-025-00866-9
Eytan Zlotorynski
Nucleosomes — the basic unit of chromatin architecture — have intrinsic biophysical features of large-scale genome organization.
核小体是染色质结构的基本单位,具有大规模基因组组织的内在生物物理特征。
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引用次数: 0
Uncovering mRNA sequences that control translation initiation 揭示控制翻译起始的mRNA序列
IF 90.2 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-05-21 DOI: 10.1038/s41580-025-00862-z
Kyrillos S. Abdallah
In this Tools of the Trade article, Abdallah (Gilbert lab) describes the development of direct analysis of ribosome targeting (DART), a tool designed to explore 5' UTR sequences for their potential to efficiently initiate translation.
在这篇贸易工具文章中,Abdallah (Gilbert实验室)描述了核糖体靶向直接分析(DART)的发展,这是一种旨在探索5' UTR序列有效启动翻译潜力的工具。
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引用次数: 0
Structure, regulation and assembly of the photosynthetic electron transport chain 光合作用电子传递链的结构、调节和组装
IF 90.2 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-05-21 DOI: 10.1038/s41580-025-00847-y
Matthew P. Johnson
The electron transfer chain of chloroplast thylakoid membranes uses solar energy to split water into electrons and protons, creating energetic gradients that drive the formation of photosynthetic fuel in the form of NADPH and ATP. These metabolites are then used to power the fixation of carbon dioxide into biomass through the Calvin–Benson–Bassham cycle in the chloroplast stroma. Recent advances in molecular genetics, structural biology and spectroscopy have provided an unprecedented understanding of the molecular events involved in photosynthetic electron transfer from photon capture to ATP production. Specifically, we have gained insights into the assembly of the photosynthetic complexes into larger supercomplexes, thylakoid membrane organization and the mechanisms underpinning efficient light harvesting, photoprotection and oxygen evolution. In this Review, I focus on the angiosperm plant thylakoid system, outlining our current knowledge on the structure, function, regulation and assembly of each component of the photosynthetic chain. I explain how solar energy is harvested and converted into chemical energy by the photosynthetic electron transfer chain, how its components are integrated into a complex membrane macrostructure and how this organization contributes to regulation and photoprotection. The electron transfer chain in chloroplast thylakoid membranes uses solar energy to produce NADPH and ATP, which power carbon fixation into biomass. This Review discusses the structure and function of the core photosynthesis complexes and provides recent insights into their regulation and assembly.
叶绿体类囊体膜的电子传递链利用太阳能将水分解成电子和质子,产生能量梯度,驱动以NADPH和ATP形式形成的光合燃料。然后,这些代谢物被用来通过叶绿体基质中的卡尔文-本森-巴萨姆循环将二氧化碳固定到生物质中。分子遗传学、结构生物学和光谱学的最新进展为光合电子从光子捕获到ATP产生的分子转移过程提供了前所未有的理解。具体来说,我们已经深入了解了光合复合体组装成更大的超复合体、类囊体膜组织以及有效的光收集、光保护和氧气演化的机制。本文综述了被子植物类囊体系统的研究进展,概述了光合链各组成部分的结构、功能、调控和组装等方面的研究进展。我解释了太阳能是如何通过光合电子传递链被收集并转化为化学能的,它的成分是如何整合成一个复杂的膜宏观结构的,以及这个组织是如何有助于调节和光保护的。
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引用次数: 0
Enabling RNA-compatible synthetic receptors through RNA editing 通过RNA编辑实现RNA兼容的合成受体
IF 81.3 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-05-21 DOI: 10.1038/s41580-025-00863-y
Xiaowei Zhang, Luis S. Mille-Fragoso
In this Tools of the Trade article, Zhang and Mille-Fragoso (Gao lab) describe a synthetic receptor platform that is activated by the binding of specific ligands, which triggers RNA editing, enabling the translation of an output protein.
在这篇贸易工具文章中,Zhang和Mille-Fragoso (Gao实验室)描述了一种合成受体平台,该平台通过与特定配体的结合激活,从而触发RNA编辑,从而实现输出蛋白的翻译。
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引用次数: 0
Functions and therapeutic applications of pseudouridylation 假尿嘧啶化的功能和治疗应用
IF 90.2 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-05-20 DOI: 10.1038/s41580-025-00852-1
Nan Luo, Qiang Huang, Meiling Zhang, Chengqi Yi
The success of using pseudouridine (Ψ) and its methylation derivative in mRNA vaccines against SARS-CoV-2 has sparked a renewed interest in this RNA modification, known as the ‘fifth nucleotide’ of RNA. In this Review, we discuss the emerging functions of pseudouridylation in gene regulation, focusing on how pseudouridine in mRNA, tRNA and ribosomal RNA (rRNA) regulates translation. We also discuss the effects of pseudouridylation on RNA secondary structure, pre-mRNA splicing, and in vitro mRNA stability. In addition to nuclear-genome-encoded RNAs, pseudouridine is also present in mitochondria-encoded rRNA, mRNA and tRNA, where it has different distributions and functions compared with their nuclear counterparts. We then discuss the therapeutic potential of programmable pseudouridylation and mRNA vaccine optimization through pseudouridylation. Lastly, we briefly describe the latest quantitative pseudouridine detection methods. We posit that pseudouridine is a highly promising modification that merits further epitranscriptomics investigation and therapeutic application. Pseudouridine is a long-discovered RNA modification that has lately attracted much renewed interest. This Review discusses the emerging functions of pseudouridine in gene regulation and mitochondrial function, and its therapeutic potential following the successful use of pseudouridylation in SARS-CoV-2 mRNA vaccines.
在针对SARS-CoV-2的mRNA疫苗中使用假尿嘧啶(Ψ)及其甲基化衍生物的成功引发了对这种被称为RNA的“第五核苷酸”的RNA修饰的新兴趣。在这篇综述中,我们讨论了假尿嘧啶化在基因调控中的新功能,重点讨论了mRNA、tRNA和核糖体RNA (rRNA)中的假尿嘧啶如何调节翻译。我们还讨论了假尿嘧啶化对RNA二级结构、mRNA前剪接和体外mRNA稳定性的影响。除了核基因组编码的rna外,假尿嘧啶也存在于线粒体编码的rRNA、mRNA和tRNA中,其分布和功能与核编码的rRNA、mRNA和tRNA不同。然后我们讨论了可编程假尿嘧啶化的治疗潜力和通过假尿嘧啶化优化mRNA疫苗。最后简要介绍了最新的伪尿嘧啶定量检测方法。我们认为假尿嘧啶是一种非常有前途的修饰物,值得进一步的表转录组学研究和治疗应用。
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引用次数: 0
N-glycan-dependent protein maturation and quality control in the ER 内质网中n-聚糖依赖蛋白的成熟和质量控制
IF 90.2 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2025-05-19 DOI: 10.1038/s41580-025-00855-y
Kevin P. Guay, Wen-Chuan Chou, Nathan P. Canniff, Kylie B. Paul, Daniel N. Hebert
The vast majority of proteins that traverse the mammalian secretory pathway become N-glycosylated in the endoplasmic reticulum (ER). The bulky glycan protein modifications, which are conserved in fungi and humans, act as maturation and quality-control tags. In this Review, we discuss findings published in the past decade that have rapidly expanded our understanding of the transfer and processing of N-glycans, as well as their role in protein maturation, quality control and trafficking in the ER, facilitated by structural insights into the addition of N-glycans by the oligosaccharyltransferases A and B (OST-A and OST-B). These findings suggest that N-glycans serve as reporters of the folding status of secretory proteins as they traverse the ER, enabling the lectin chaperones to guide their maturation. We also explore how the emergence of co-translational glycosylation and the expansion of the glycoproteostasis network in metazoans has expanded the role of N-glycans in early protein-maturation events and quality control. N-glycosylation of secretory pathway proteins in the ER is crucial for their maturation and quality control. Recent insights into the enzymes and chaperones that facilitate N-glycosylation have expanded our understanding of the glycoproteostasis network in metazoans.
绝大多数穿过哺乳动物分泌途径的蛋白质在内质网(ER)中成为n -糖基化。庞大的聚糖蛋白修饰,在真菌和人类中保守,作为成熟和质量控制标签。在这篇综述中,我们讨论了过去十年发表的研究结果,这些发现迅速扩展了我们对n -聚糖的转移和加工的理解,以及它们在蛋白质成熟、质量控制和内质网运输中的作用,促进了对寡糖转移酶A和B (OST-A和OST-B)添加n -聚糖的结构见解。这些发现表明,当分泌蛋白穿过内质网时,n -聚糖作为其折叠状态的报告者,使凝集素伴侣能够引导其成熟。我们还探讨了后生动物中共翻译糖基化的出现和糖蛋白平衡网络的扩展如何扩大了n-聚糖在早期蛋白质成熟事件和质量控制中的作用。
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引用次数: 0
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Nature Reviews Molecular Cell Biology
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