Cryogenic electron tomography by the numbers: Charting underexplored lineages in structural cell biology

T T. Bertie Ansell L Louis Berrios (Department of Biology, Stanford University) K Kabir G. Peay P Peter D. Dahlberg (Division of Cryogenic electron microscopy and Bioimaging, SLAC National Accelerator Laboratory)

Abstract

Imaging cells and their interactions across the whole biosphere with molecular-scale resolution is key for understanding structure–function relations. Cryogenic electron tomography (cryo-ET) is a powerful method for obtaining this critical information. However, cryo-ET studies are challenging and often limited to a small number of cell types per study. Here, we collate cryo-ET data from hundreds of cells and tissues across the biosphere to i) identify emerging methodological trends, ii) pinpoint strategies to reduce imaging time and costs, iii) quantitatively compare methods for cell freezing and sectioning, and iv) census cryo-ET species coverage across all domains of life. Comparing the fraction of cellular material within a single lamella across all domains of life reveals an order of magnitude difference between eukaryotes (1%) compared to bacteria (9%) and archaea (14%). We calculate the fraction of cellular material which can be imaged using distinct sectioning methods on multicellular communities and tissues—identifying serial lift-out as a powerful approach for obtaining more complete cellular depictions. Finally, we show that the biodiversity of current cryo-ET studies is 2 to 3 orders of magnitude lower than in sequence libraries and 4 to 5 lower than the total predicted on Earth. Our analyses reveal major evolutionary lineages which remain critically understudied and highlight where future cryo-ET research would be most impactful.

Article Details

Volume / Issue Vol. 123, Issue 8
Published February 24, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (4)

T

T. Bertie Ansell

L

Louis Berrios

Department of Biology, Stanford University

K

Kabir G. Peay

P

Peter D. Dahlberg

Division of Cryogenic electron microscopy and Bioimaging, SLAC National Accelerator Laboratory