Evidence map›Paper›PMID 41666273›Full record

ReviewACS nano2026

Zooming into Disease at the Nanoscale: High-Speed Atomic Force Microscopy in Biomedical Discovery.

Keesiang Lim, Richard W Wong

Abstract readReview
In one paragraph

Review in ACS nano, 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. Article
  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.

Keesiang LimWPI-Nano Life Science Institute, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa 920-1192, Japan.
Richard W WongWPI-Nano Life Science Institute, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa 920-1192, Japan.ORCID 0000-0002-2131-6595

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The dynamic properties of biomolecules are important to the biogenesis of essential building blocks, the maintenance of biological homeostasis, and the cellular responses to external stimuli critical for survival. Structural studies define biomolecular functions, and their dynamic behavior provides mechanistic insights into these processes. Real-time tracing of dynamic biomolecular structural changes and interactions is highly desirable. Current methodologies such as cryo-EM and X-ray crystallography could provide detailed structural information; however, the images are rather static. Insufficient temporal resolution precludes the observation of crucial transient intermediates. Furthermore, sample preparation and non-physiological imaging environments can compromise the native state of biomolecules. On the other hand, other tools, such as FRET and NMR, could detect dynamic changes of targets at high temporal resolution but lack real-time observation. Atomic force microscopy (AFM) enables nanoimaging and biophysical characterization of biomolecules but is limited by slow scanning speeds and strong tapping forces. Later, high-speed AFM (HS-AFM) with high spatiotemporal resolution and gentle tapping forces, emerged as an ideal nanoimaging approach for studying the functions of delicate biological samples. Building on these developments, we and others have contributed to expand HS-AFM toward biomedical applications, including the direct visualization of disease-relevant organelles and nanostructures under near-physiological conditions. In this review, we examine HS-AFM applications in biomedical science, emphasizing real-time nanoimaging of structural dynamics across biological systems relevant to infectious diseases, infertility, cancer, and neurodegeneration. We also critically discuss the technical limitations of HS-AFM and mitigation strategies.

Indexed as

Biomedical ResearchMicroscopy, Atomic ForceNanotechnologyAnimalsHumansbiomedical researchcancershigh-speed atomic force microscopyinfectious diseasesinfertilitynanoscopic imagingneurodegenerative diseasesnuclear pore complexstructural dynamics

Identifiers

PMID41666273
PMCPMC12947739

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.