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Soft X-ray tomograms provide a structural basis for whole-cell modeling.


ABSTRACT: Developing in silico models that accurately reflect a whole, functional cell is an ongoing challenge in biology. Current efforts bring together mathematical models, probabilistic models, visual representations, and data to create a multi-scale description of cellular processes. A realistic whole-cell model requires imaging data since it provides spatial constraints and other critical cellular characteristics that are still impossible to obtain by calculation alone. This review introduces Soft X-ray Tomography (SXT) as a powerful imaging technique to visualize and quantify the mesoscopic (~25 nm spatial scale) organelle landscape in whole cells. SXT generates three-dimensional reconstructions of cellular ultrastructure and provides a measured structural framework for whole-cell modeling. Combining SXT with data from disparate technologies at varying spatial resolutions provides further biochemical details and constraints for modeling cellular mechanisms. We conclude, based on the results discussed here, that SXT provides a foundational dataset for a broad spectrum of whole-cell modeling experiments.

SUBMITTER: Loconte V 

PROVIDER: S-EPMC10107707 | biostudies-literature | 2023 Jan

REPOSITORIES: biostudies-literature

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Soft X-ray tomograms provide a structural basis for whole-cell modeling.

Loconte Valentina V   Chen Jian-Hua JH   Vanslembrouck Bieke B   Ekman Axel A AA   McDermott Gerry G   Le Gros Mark A MA   Larabell Carolyn A CA  

FASEB journal : official publication of the Federation of American Societies for Experimental Biology 20230101 1


Developing in silico models that accurately reflect a whole, functional cell is an ongoing challenge in biology. Current efforts bring together mathematical models, probabilistic models, visual representations, and data to create a multi-scale description of cellular processes. A realistic whole-cell model requires imaging data since it provides spatial constraints and other critical cellular characteristics that are still impossible to obtain by calculation alone. This review introduces Soft X-  ...[more]

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