Evidence map›Paper›PMID 42659853›Full record

ReviewCurrent opinion in structural biology2026

Integrating in situ single-particle cryo-electron microscopy with cryo-electron tomography for high-resolution structural biology in native cellular contexts.

Jian Yue, Wangbiao Guo, Jun Liu

Abstract readReview
In one paragraph

Review in Current opinion in structural biology, 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

3 authors.

Jian YueDepartment of Microbial Pathogenesis, Yale School of Medicine, New Haven, CT 06516, USA; Microbial Sciences Institute, Yale University, West Haven, CT 06536, USA. Electronic address: Jian.yue@yale.edu.
Wangbiao GuoDepartment of Microbial Pathogenesis, Yale School of Medicine, New Haven, CT 06516, USA; Microbial Sciences Institute, Yale University, West Haven, CT 06536, USA. Electronic address: wangbiao.guo@yale.edu.
Jun LiuDepartment of Microbial Pathogenesis, Yale School of Medicine, New Haven, CT 06516, USA; Microbial Sciences Institute, Yale University, West Haven, CT 06536, USA; Department of Cell Biology, Yale School of Medicine, New Haven, CT 06510, USA; Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA. Electronic address: jliu@yale.edu.

Funding

Structure-Function Relationships in the Spirochetal Flagellar MotorR01AI087946 · NIAID · YALE UNIVERSITY · PI LIU, JUN · 2010 to 2025
$6.6M
Delineation of unique flagellar proteins in spirochetesR01AI132818 · NIAID · EAST CAROLINA UNIVERSITY · PI Jun Liu, MD A MOTALEB · 2018 to 2026
$3.3M
Structural basis of phage infection and DNA ejectionR01GM110243 · NIGMS · YALE UNIVERSITY · PI LIU, JUN, MOLINEUX, IAN J · 2014 to 2024
$3.1M
Characterization of assembly and activation of the Shigella type III secretion injectisomeR01AI172097 · NIAID · UNIVERSITY OF MISSOURI-COLUMBIA · PI Jun Liu, WILLIAM D. PICKING · 2022 to 2026
$3.1M
Functional and Structural Analysis of the Dot/Icm Type IVB Secretion MachineR01AI152421 · NIAID · YALE UNIVERSITY · PI LIU, JUN, ROY, CRAIG R. · 2020 to 2024
$2.9M
Sheathed flagellar structures and adaptations in Helicobacter pyloriR01AI198530 · NIAID · YALE UNIVERSITY · PI Timothy Randall Hoover, Jun Liu · 2026 to 2026
$711k
NIAID NIH HHS R01 AI087946NIAID NIH HHS R01 AI132818NIAID NIH HHS R01 AI152421NIAID NIH HHS R01 AI172097NIAID NIH HHS R01 AI198530NIGMS NIH HHS R01 GM110243
6 · The paper itself

Abstract

Single-particle cryo-electron microscopy (cryo-EM) has transformed structural biology by enabling atomic-resolution structure determination of purified macromolecular assemblies. Recent advances in in situ single-particle cryo-EM have extended this capability to near-atomic structural analysis directly within native cellular environments. However, major challenges remain because many cellular targets are low in abundance, structurally heterogeneous, and difficult to detect. In parallel, cryo-electron tomography (cryo-ET) combined with subtomogram averaging enables in situ visualization of macromolecular assemblies while preserving their three-dimensional cellular context, but limited throughput and resolution have constrained high-resolution analysis of rare or heterogeneous complexes. In this review, we discuss recent advances in sample preparation, data acquisition, image processing, and high-resolution refinement that improve the throughput, sensitivity, and resolution of in situ structural biology. We further highlight how integrating in situ single-particle cryo-EM with cryo-ET bridges cellular visualization and near-atomic structure determination, providing a scalable framework for investigating dynamic macromolecular assemblies directly in their native cellular context.

Identifiers

PMID42659853
PMCPMC13577137

What OpenQuestion holds

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Registered trials

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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.