# Structure first – exploration and discovery with cryo-electron microscopy

**Authors:** Miguel Ricardo Leung

PMC · DOI: 10.1242/jcs.264215 · Journal of Cell Science · 2026-02-26

## TL;DR

Cryo-electron microscopy is transforming structural biology by enabling the discovery of new proteins and interactions at the molecular level.

## Contribution

Cryo-EM is enabling a 'structure-first approach' for exploration and discovery of unknown proteins and interactions.

## Key findings

- Cryo-EM allows high-resolution analysis of native protein complexes directly from primary material.
- Machine learning and proteomics help identify unknown proteins in cryo-EM maps without prior knowledge.
- Cryo-EM is expanding structural biology to uncover new proteins and interactions.

## 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.

Summary: A discussion of how structural biology is emerging as a powerful tool for discovering new proteins and interactions, supercharged by advancements in cryo-electron microscopy, cryo-electron tomography and machine learning-based structure prediction.

## Full-text entities

- **Genes:** Catsperh (catsper channel auxiliary subunit eta) [NCBI Gene 433215] {aka Tmem262}, Syp (synaptophysin) [NCBI Gene 20977] {aka A230093K24Rik, Syn, p38}, Aqp1 (aquaporin 1) [NCBI Gene 11826] {aka CHIP28}, Slco6c1 (solute carrier organic anion transporter family, member 6c1) [NCBI Gene 74441] {aka 4933404A18Rik}, SYP (synaptophysin) [NCBI Gene 6855] {aka MRX96, MRXSYP, XLID96}, Catsper1 (cation channel, sperm associated 1) [NCBI Gene 225865] {aka Catsper, KSper}, SFTPA1 (surfactant protein A1) [NCBI Gene 653509] {aka COLEC4, ILD1, PSP-A, PSPA, SFTP1, SFTPA1B}, MARVELD2 (MARVEL domain containing 2) [NCBI Gene 153562] {aka DFNB49, MARVD2, MRVLDC2, Tric}, TMEM106B (transmembrane protein 106B) [NCBI Gene 54664] {aka HLD16}, CATSPER1 (cation channel sperm associated 1) [NCBI Gene 117144] {aka CATSPER, SPGF7}, Ank1 (ankyrin 1, erythroid) [NCBI Gene 11733] {aka Ank-1, nb, pale}, Atp6v0d2 (ATPase, H+ transporting, lysosomal V0 subunit D2) [NCBI Gene 242341] {aka 1620401A02Rik, V-ATPase}
- **Diseases:** infertility (MESH:D007246), ciliopathies (MESH:D000072661), male infertility (MESH:D007248)
- **Chemicals:** Ca2+ (-), PMC (MESH:C008859), sucrose (MESH:D013395), ATP (MESH:D000255), heavy metal (MESH:D019216), ice (MESH:D007053)
- **Species:** Tetrahymena (genus) [taxon 5890], Homo sapiens (human, species) [taxon 9606], Saccharomyces cerevisiae (baker's yeast, species) [taxon 4932], Mycoplasmoides pneumoniae (Filterable agent of primary atypical pneumonia, species) [taxon 2104], Mus musculus (house mouse, species) [taxon 10090], Bos taurus (bovine, species) [taxon 9913], Zophobas atratus (giant mealworm beetle, species) [taxon 7074], Toxoplasma (genus) [taxon 5810]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12967142/full.md

## References

113 references — full list in the complete paper: https://tomesphere.com/paper/PMC12967142/full.md

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Source: https://tomesphere.com/paper/PMC12967142