Evidence map›Paper›PMID 42683649›Full record

ArticleIUCrJ2026

Post-acquisition super resolution for cryo-electron microscopy.

Raymond N Burton Smith, Kazuyoshi Murata

Abstract read
In one paragraph

Article in IUCrJ, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
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

2 authors.

Raymond N Burton SmithExploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences, Okazaki, Aichi, Japan.
Kazuyoshi MurataExploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences, Okazaki, Aichi, Japan.ORCID 0000-0001-9446-3652

Funding

Japan Agency for Medical Research and Development JP22ama121005j0001Japan Society for the Promotion of Science JP22H04926
6 · The paper itself

Abstract

Recently, reports have demonstrated achieving resolutions beyond the physical Nyquist limit using super resolution acquisition. Here, we demonstrate exceeding this limitation by pre-processing the raw micrograph movies from counting mode data that have already reached the physical Nyquist reconstruction resolution. To demonstrate functionality, micrograph movies of multiple datasets were pre-processed, showing that it is possible to exceed the physical Nyquist limit via pixel doubling before motion correction. We call this `post-acquisition super resolution', or PASR. While this was originally developed for processing of giant virus datasets, where acquiring at high magnification is not always possible or desirable, it is also shown to work for smaller objects such as adeno-associated virus and apoferritin, both of which are high symmetry, and jack bean urease, with lower symmetry. PASR reduces the magnification required to achieve desired resolutions, which may increase collection efficiency. Further, PASR may be applied on top of acquisition-time super resolution data collection, allowing results to exceed not just the physical sampling limit, but also the super resolution sampling limit. However, to benefit from PASR, data must already reach the Nyquist limit.

Indexed as

cryo-electron microscopycryo-EMimage processingNyquist frequencysuper resolution

Identifiers

PMID42683649
PMCPMC13548832

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.