Evidence map›Paper›PMID 40175883›Full record

ArticleACS nano2025

Nanodiamond-Based Spatial-Temporal Deformation Sensing for Cell Mechanics.

Yue Cui, Weng-Hang Leong, Guoli Zhu, Ren-Bao Liu, Quan Li

Abstract read
In one paragraph

Article in ACS nano, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Drop-Shaped Optical Microfiber Enabled Biomechanical Sensor.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Review
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

5 authors.

Yue CuiDepartment of Physics, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong 999077, China.ORCID 0000-0002-3561-0453
Weng-Hang LeongDepartment of Physics, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong 999077, China.
Guoli ZhuDepartment of Physics, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong 999077, China.
Ren-Bao LiuDepartment of Physics, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong 999077, China.
Quan LiDepartment of Physics, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong 999077, China.ORCID 0000-0001-8563-1802

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precise assessment of the mechanical properties of soft biological systems at the nanoscale is crucial for understanding physiology and pathology and developing relevant drugs. Conventional atomic force microscopy (AFM)-based indentation methods suffer from uncertainties in local tip-sample interactions and the model choice. This can be overcome by adopting spatially resolved nonlocal deformation sensing for mechanical analysis. However, the technique is currently limited to lifeless/static systems due to the inadequate spatial or temporal resolution or difficulties in differentiating the indentation-induced deformation from that associated with live activities and other external perturbations. Here, we develop a dynamic nonlocal deformation sensing approach allowing both spatially and temporally resolved mechanical analysis, which achieves a tens of microsecond time-lag precision, a nanometer vertical deformation precision, and a subhundred nanometer lateral spatial resolution. Using oscillatory nanoindentation and spectroscopic analysis, the method can separate the indentation-caused signal from random noise, enabling a live cell measurement. Using this method, we discover a distance-dependent phase of surface deformation during indentation, leading to the disclosure of surface tension effects (capillarity) in the mechanical response of viscoelastic materials and live cells upon AFM indentation. A viscoelastic model with surface tension is used to enable simultaneous quantification of the viscoelasticity and capillarity of the cell. We show that neglecting surface tension, as in conventional AFM methods, would underestimate the liquid-like characteristics and overestimate the apparent viscoelastic modulus of cells. This study provides exciting opportunities to understand a broad range of elastocapillarity-related interfacial mechanics and mechanobiological processes in live cells.

Indexed as

NanodiamondsElasticityHumansMicroscopy, Atomic ForceSurface PropertiesViscosityNanodiamondsdynamic nonlocal deformationelastocapillary effectnitrogen-vacancy centers in nanodiamondoptically detected magnetic resonancespatial–temporal mechanical analysisviscoelasticity of cells

Identifiers

PMID40175883
PMCPMC12004926

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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.