Evidence map›Paper›PMID 41706896›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

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

T Bertie Ansell, Louis Berrios, Kabir G Peay, Peter D Dahlberg

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Cryogenic electron tomography by the numbers: Charting underexplored lineages in structural cell biology.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

T Bertie AnsellDepartment of Biology, Stanford University, Stanford, CA 94305.ORCID 0000-0003-4870-5387
Louis BerriosDepartment of Biology, Stanford University, Stanford, CA 94305.ORCID 0000-0003-3888-9928
Kabir G PeayDepartment of Biology, Stanford University, Stanford, CA 94305.ORCID 0000-0002-7998-7412
Peter D DahlbergDivision of Cryogenic electron microscopy and Bioimaging, SLAC National Accelerator Laboratory, Menlo Park, CA 94025.ORCID 0000-0003-4452-2663

Funding

U.S. Department of Energy (DOE) DE-AC02-76SF00515U.S. Department of Energy (DOE) DE-SC0023661
6 · The paper itself

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.

Indexed as

Cryoelectron MicroscopyElectron Microscope TomographyAnimalsArchaeaBacteriabiospherecryogenic electron tomographyHPFlamellaeplunge-freezing

Identifiers

PMID41706896
PMCPMC12933124

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.