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Updated: Aug 6, 2026

Mechano-Node-Pore Sensing: A Rapid, Label-Free Platform for Multi-Parameter Single-Cell Viscoelastic Measurements
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.
Abstract:
Mechanical remodeling of cancer cells plays a critical role in regulating invasive behavior, yet its quantitative relationship with therapeutic response remains insufficiently defined. Here, we systematically characterize drug-induced mechanophenotype changes at the single-cell level using an integrated nanomechanical profiling approach that combines atomic force microscopy-based force mapping of fixed cells, high-resolution imaging, and cytomorphometric analysis under room-temperature conditions. Pharmacological perturbation induces pronounced cytoskeletal reorganization accompanied by increased cortical stiffness and surface roughness. Systemic multivariate analysis identifies 11 biophysical parameters associated with invasive capacity, with nucleus modulus, cytoskeletal network density, and cortical roughness emerging as dominant contributors. Dimensionality reduction (principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA)) reveals a distinct mechanophenotype transition characterized by elevated stiffness and suppressed protrusive activity. Especially, reduced invasiveness correlates with increased cortical roughness and reorganization of perinuclear cytoskeletal structures, indicating that these features define a quantitative mechanical signature of phenotypic reprogramming. This integrated mechanical signature enables discrimination between invasive and noninvasive states at the single-cell level. These results establish nanomechanical profiling as a quantitative framework for assessing drug-induced phenotypic transitions and provide a complementary approach to conventional molecular assays for evaluating therapeutic response in cancer cells.
Insights
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.

