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Surforama: interactive exploration of volumetric data by leveraging 3D surfaces

View ORCID ProfileKevin A. Yamauchi, View ORCID ProfileLorenz Lamm, View ORCID ProfileLorenzo Gaifas, View ORCID ProfileRicardo D. Righetto, Daniil Litvinov, View ORCID ProfileBenjamin D. Engel, View ORCID ProfileKyle Harrington
doi: https://doi.org/10.1101/2024.05.30.596601
Kevin A. Yamauchi
1Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
2Swiss Institute of Bioinformatics, Basel, Switzerland
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  • ORCID record for Kevin A. Yamauchi
Lorenz Lamm
3Helmholtz Munich – German Research Center for Environment and Health, Munich, Germany
4School of Computation, Information and Technology, Technical University of Munich, Munich, Germany
5Biozentrum, University of Basel, Basel, Switzerland
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Lorenzo Gaifas
6Institut de Biologie Structurale, Université Grenoble Alpes, CEA, CNRS, IBS, Grenoble, France
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Ricardo D. Righetto
5Biozentrum, University of Basel, Basel, Switzerland
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Daniil Litvinov
5Biozentrum, University of Basel, Basel, Switzerland
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Benjamin D. Engel
5Biozentrum, University of Basel, Basel, Switzerland
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  • For correspondence: [email protected]
Kyle Harrington
7Chan Zuckerberg Imaging Institute, Redwood City, USA
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  • For correspondence: [email protected]
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Abstract

Motivation Visualization and annotation of segmented surfaces is of paramount importance for studying membrane proteins in their native cellular environment by cryogenic electron tomography (cryo-ET). Yet, analyzing membrane proteins and their organization is challenging due to their small sizes and the need to consider local context constrained to the membrane surface.

Results To interactively visualize, annotate, and analyze proteins in cellular context from cryo-ET data, we have developed Surforama, a Python package and napari plugin. For interactive visualization of membrane proteins in tomograms, Surforama renders the local densities projected on the surface of the segmentations. Suforama additionally provides tools to annotate and analyze particles on the membrane surfaces. Finally, for compatibility with other tools in the cryo-ET analysis ecosystem, results can be exported as RELION-formatted STAR files. As a demonstration, we performed subtomogram averaging and neighborhood analysis of photosystem II proteins in thylakoid membranes from the green alga Chlamydomonas reinhardtii.

Availability and implementation Python package, code and examples are available at: https://github.com/cellcanvas/surforama

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted June 02, 2024.
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Surforama: interactive exploration of volumetric data by leveraging 3D surfaces
Kevin A. Yamauchi, Lorenz Lamm, Lorenzo Gaifas, Ricardo D. Righetto, Daniil Litvinov, Benjamin D. Engel, Kyle Harrington
bioRxiv 2024.05.30.596601; doi: https://doi.org/10.1101/2024.05.30.596601
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Surforama: interactive exploration of volumetric data by leveraging 3D surfaces
Kevin A. Yamauchi, Lorenz Lamm, Lorenzo Gaifas, Ricardo D. Righetto, Daniil Litvinov, Benjamin D. Engel, Kyle Harrington
bioRxiv 2024.05.30.596601; doi: https://doi.org/10.1101/2024.05.30.596601

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