ArticlePNAS nexus2026
Integrating multitemperature sample preparation with particle rebalancing addresses preferred orientation.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.