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Published on: December 2, 2022
Systemic Nanomechanical Single-Cell Profiling Reveals Mechanophenotype Transitions Under Therapeutic Perturbation
Minhee Ku1,2, Jinwon Kwon1, Nara Yoon1
1Department of Radiology, College of Medicine, Yonsei University, Seoul, Republic of Korea.
Advanced Science (Weinheim, Baden-Wurttemberg, Germany)
|July 17, 2026
Summary
Cancer cells
Area of Science:
- Biophysics
- Cancer Biology
- Cell Mechanics
Background:
- Mechanical remodeling of cancer cells influences their invasive behavior.
- The quantitative link between cell mechanics and therapeutic response is not well understood.
Purpose of the Study:
- To systematically characterize drug-induced changes in cancer cell mechanophenotypes.
- To establish a quantitative relationship between cell mechanical properties and therapeutic response.
Main Methods:
- Integrated nanomechanical profiling using atomic force microscopy (AFM) force mapping.
- High-resolution imaging and cytomorphometric analysis of fixed cells.
- Multivariate analysis and dimensionality reduction (PCA, PLS-DA) of biophysical parameters.
Main Results:
- Drug treatment caused significant cytoskeletal reorganization, increased cortical stiffness, and surface roughness.
- Eleven biophysical parameters were linked to invasive capacity, with nucleus modulus, cytoskeletal density, and cortical roughness being key.
- A distinct mechanophenotype transition was identified, characterized by increased stiffness and reduced protrusive activity.
- Reduced invasiveness correlated with increased cortical roughness and perinuclear cytoskeletal reorganization, forming a mechanical signature of phenotypic reprogramming.
Conclusions:
- Nanomechanical profiling provides a quantitative framework for assessing drug-induced phenotypic transitions in cancer cells.
- This approach can discriminate between invasive and noninvasive states at the single-cell level.
- Mechanical profiling offers a complementary method to molecular assays for evaluating cancer therapeutic response.

