Evidence map›Paper›PMID 42568763›Full record

ArticlePNAS nexus2026

Integrating multitemperature sample preparation with particle rebalancing addresses preferred orientation.

Xin Su, Liuyan Yang, Caiying Zhang, Lei Qi, Mingdong Liu, Yunhui Liu, Peiyi Wang, Yong Li, Chunhui Li, Qing-Tao Shen and 1 more

Abstract read
In one paragraph

Article in PNAS nexus, 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

11 authors.

Xin SuState Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China.ORCID https://orcid.org/0000-0002-5127-7275
Liuyan YangDepartment of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China.
Caiying ZhangDepartment of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China.
Lei QiBiomedical Research Center for Structural Analysis, Shandong University, Jinan 250012, China.ORCID https://orcid.org/0000-0002-8491-8999
Mingdong LiuDepartment of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China.ORCID https://orcid.org/0000-0002-5321-3208
Yunhui LiuDepartment of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China.
Peiyi WangCollege of Agronomy, Shandong Agricultural University, Tai'an 271000, China.ORCID https://orcid.org/0000-0001-7737-181X
Yong LiCollege of Agronomy, Shandong Agricultural University, Tai'an 271000, China.ORCID https://orcid.org/0000-0001-7864-0022
Chunhui LiCollege of Agronomy, Shandong Agricultural University, Tai'an 271000, China.
Qing-Tao ShenDepartment of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China.ORCID https://orcid.org/0000-0003-1672-6300
Jinzhong LinState Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China.ORCID https://orcid.org/0000-0001-5666-8526

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-particle cryo-electron microscopy (cryo-EM) often suffers from preferred orientation, which incurs particle misalignments and compromises reconstruction quality. While the use of detergents, modified grids, tilted data collection, and algorithmic corrections can partially mitigate this issue, these approaches are usually time-consuming and case dependent. Here, we present a facile and effective approach that modulates particle orientation by varying cryo-EM sample preparation temperatures. By merging thermophilic 70S ribosome datasets collected at different temperatures and applying a three-dimensional (3D) reconstruction-based particle rebalancing strategy, we achieved improved reconstruction, as evidenced by smoother directional Fourier shell correlation (FSC) curves, higher 3D FSC sphericity, and narrower anisotropy transition zone in Fourier shell occupancy. We demonstrated the efficacy of this approach by determining the structure of γ-glutamylmethylamide synthetase, a protein complex prone to severe preferred orientation, ultimately obtaining a high-quality reconstruction. In all, our work integrates high-temperature sample preparation and particle rebalancing to address preferred orientation, holding potential for broad applicability in single-particle cryo-EM.

Indexed as

3D FSC sphericity3D particle rebalancingFourier shell occupancyhigh-temperature cryo-EMpreferred orientation

Identifiers

PMID42568763
PMCPMC13447667

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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.