Probing the 3D architecture of the plant nucleus with microscopy approaches: challenges and solutions.

Tao Dumur, Susan Duncan, Katja Graumann, Sophie Desset, Ricardo S Randall, Ortrun Mittelsten Scheid, Dimiter Prodanov, Christophe Tatout, Célia Baroux
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Abstract

The eukaryotic cell nucleus is a central organelle whose architecture determines genome function at multiple levels. Deciphering nuclear organizing principles influencing cellular responses and identity is a timely challenge. Despite many similarities between plant and animal nuclei, plant nuclei present intriguing specificities. Complementary to molecular and biochemical approaches, 3D microscopy is indispensable for resolving nuclear architecture. However, novel solutions are required for capturing cell-specific, sub-nuclear and dynamic processes. We provide a pointer for utilising high-to-super-resolution microscopy and image processing to probe plant nuclear architecture in 3D at the best possible spatial and temporal resolution and at quantitative and cell-specific levels. High-end imaging and image-processing solutions allow the community now to transcend conventional practices and benefit from continuously improving approaches. These promise to deliver a comprehensive, 3D view of plant nuclear architecture and to capture spatial dynamics of the nuclear compartment in relation to cellular states and responses. Abbreviations: 3D and 4D: Three and Four dimensional; AI: Artificial Intelligence; ant: antipodal nuclei (ant); CLSM: Confocal Laser Scanning Microscopy; CTs: Chromosome Territories; DL: Deep Learning; DLIm: Dynamic Live Imaging; ecn: egg nucleus; FACS: Fluorescence-Activated Cell Sorting; FISH: Fluorescent In Situ Hybridization; FP: Fluorescent Proteins (GFP, RFP, CFP, YFP, mCherry); FRAP: Fluorescence Recovery After Photobleaching; GPU: Graphics Processing Unit; KEEs: KNOT Engaged Elements; INTACT: Isolation of Nuclei TAgged in specific Cell Types; LADs: Lamin-Associated Domains; ML: Machine Learning; NA: Numerical Aperture; NADs: Nucleolar Associated Domains; PALM: Photo-Activated Localization Microscopy; Pixel: Picture element; pn: polar nuclei; PSF: Point Spread Function; RHF: Relative Heterochromatin Fraction; SIM: Structured Illumination Microscopy; SLIm: Static Live Imaging; SMC: Spore Mother Cell; SNR: Signal to Noise Ratio; SRM: Super-Resolution Microscopy; STED: STimulated Emission Depletion; STORM: STochastic Optical Reconstruction Microscopy; syn: synergid nuclei; TADs: Topologically Associating Domains; Voxel: Volumetric pixel.

Abstract Image

Abstract Image

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用显微镜方法探测植物细胞核的三维结构:挑战和解决方案。
真核细胞是一种中心细胞器,其结构在多个层面上决定了基因组的功能。破译影响细胞反应和身份的核组织原理是一项及时的挑战。尽管植物和动物细胞核之间有许多相似之处,但植物细胞核呈现出有趣的特异性。作为分子和生物化学方法的补充,3D显微镜对于解析核结构是必不可少的。然而,需要新的解决方案来捕捉细胞特异性、亚核和动态过程。我们提供了一种指针,用于利用高分辨率到超分辨率的显微镜和图像处理,以最佳的空间和时间分辨率,以及定量和细胞特异性水平,在3D中探测植物核结构。高端成像和图像处理解决方案使社区现在能够超越传统做法,并从不断改进的方法中受益。这些有望提供核电站核结构的全面三维视图,并捕捉核隔间与细胞状态和反应相关的空间动力学。缩写:3D和4D:三维和四维;AI:人工智能;ant:对足细胞核(ant);CLSM:共焦激光扫描显微镜;CT:染色体区域;DL:深度学习;DLIm:动态实时成像;ecn:卵核;FACS:荧光激活细胞分选;FISH:荧光原位杂交;FP:荧光蛋白(GFP、RFP、CFP、YFP、mCherry);FRAP:光漂白后的荧光恢复;GPU:图形处理单元;KEE:KNOT啮合元件;INTACT:在特定细胞类型中标记的细胞核的分离;LADs:层粘连相关结构域;ML:机器学习;NA:数值孔径;NADs:核相关结构域;PALM:照片激活定位显微镜;Pixel:图片元素;pn:极核;PSF:点扩散函数;RHF:相对异染色质分数;SIM:结构化照明显微镜;SLIm:静态实时成像;SMC:孢子母细胞;SNR:信噪比;SRM:超分辨率显微镜;STED:模拟排放消耗;STORM:Stocastic光学重建显微镜;syn:协同核;TAD:拓扑关联域;体素:体积像素。
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