Evidence map›Paper›PMID 41744274›Full record

ReviewJournal of cell science2026

Structure first - exploration and discovery with cryo-electron microscopy.

Miguel Ricardo Leung

Abstract readReview
In one paragraph

Review in Journal of cell science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Miguel Ricardo LeungHubrecht Institute-KNAW and University Medical Center Utrecht, Uppsalalaan 8, 3584 CT Utrecht, The Netherlands.ORCID 0000-0002-3348-1096

Funding

Hubrecht Institute
6 · The paper itself

Abstract

The ability to directly observe living systems at finer levels of detail is a strong catalyst for biological discovery. This Perspective highlights how cryo-electron microscopy (cryo-EM) is enabling a 'structure-first approach' that can be harnessed for exploration and discovery at the molecular scale, as exemplified in recent studies across the diverse biological contexts curated here. Improvements in throughput, robustness and accessibility of cryo-EM have expanded the range of samples amenable to high-resolution structural analysis to include native protein complexes directly isolated from primary material or imaged unperturbed within the cellular environment. It is therefore increasingly common to encounter unknown proteins in cryo-EM studies, either as unexpected components of a known complex or as completely uncharacterized structures. Advancements in machine learning-assisted model building and protein structure prediction, aided by proteomics and cross-linking mass spectrometry, facilitate protein identification from cryo-EM maps over a wide resolution range, making it possible to derive molecular identity without any prior knowledge or need for specific labelling. In summary, cryo-EM has extended the reach of structural biology beyond focused structure determination of known targets to the exciting frontier of uncovering altogether new proteins and interactions.

Indexed as

Cryoelectron MicroscopyProteinsAnimalsHumansModels, MolecularProtein ConformationProteomicsProteinsCryo-electron microscopyCryo-electron tomographyDe novo protein identification

Identifiers

PMID41744274
PMCPMC12967142

What OpenQuestion holds

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LicenceCC BY
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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.