journal article·2026-07-17Open access

Systemic Nanomechanical Single‐Cell Profiling Reveals Mechanophenotype Transitions Under Therapeutic Perturbation

Minhee Ku, Jinwon Kwon, Nara Yoon, Hyung Kwon Byeon, Jaemoon Yang

Abstract

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.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Cellular Mechanics and Interactions · Force Microscopy Techniques and Applications · Cell Adhesion Molecules Research

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Radiology College of Medicine Yonsei University Seoul Republic of Korea

Convergence Research Center for Systems Molecular Radiological Science Yonsei University Seoul Republic of Korea

Department of Otorhinolaryngology‐Head and Neck Surgery Soonchunhyang University College of Medicine Seoul Republic of Korea

Funding

National Research Foundation of Korea · Ministry of Science and ICT, South Korea

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