Context matters: A view on metadata analysis in cryo-electron tomography

Cryo-electron tomography (cryo-ET) enables the analysis of biological samples in situ, revealing the complex interplay that shapes (sub)cellular architecture. Across the cryo-ET workflow, diverse forms of contextual information-from experimental metadata to spatial organization and particle-specific annotations-can inform the experimental design, guide computational approaches, and deepen the interpretation of tomograms. In this review, we highlight recent advances in contextual analysis that complement and enhance commonly used cryo-ET workflows, while also expanding their scope. Examples range from sample preparation to data analysis aided by molecular dynamics simulations. Together, they illustrate how different notions of context enrich in situ investigations and allow cryo-ET to extend beyond high-resolution structure determination toward a more comprehensive understanding of cellular environments.

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Publication Details

Journal
Current Opinion in Structural Biology
Published
2026-05-27
DOI
https://doi.org/10.1016/j.sbi.2026.103291
Primary Topic
Advanced Electron Microscopy Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Context matters: A view on metadata analysis in cryo-electron tomography

Beata Turoňová, Markus Schreiber
Current Opinion in Structural Biology
Advanced Electron Microscopy Techniques and Applications
article

Context matters: A view on metadata analysis in cryo-electron tomography

Beata Turoňová, Markus Schreiber
article en

Abstract

Cryo-electron tomography (cryo-ET) enables the analysis of biological samples in situ, revealing the complex interplay that shapes (sub)cellular architecture. Across the cryo-ET workflow, diverse forms of contextual information-from experimental metadata to spatial organization and particle-specific annotations-can inform the experimental design, guide computational approaches, and deepen the interpretation of tomograms. In this review, we highlight recent advances in contextual analysis that complement and enhance commonly used cryo-ET workflows, while also expanding their scope. Examples range from sample preparation to data analysis aided by molecular dynamics simulations. Together, they illustrate how different notions of context enrich in situ investigations and allow cryo-ET to extend beyond high-resolution structure determination toward a more comprehensive understanding of cellular environments.

Current Opinion in Structural BiologyVol. 98
Goethe University Frankfurt (DE), Max Planck Institute of Biophysics (DE)
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 7%
Advanced Electron Microscopy Techniques and Applications
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