Multiscale structural–rheological mapping of cancer spheroids during maturation

Abstract

Recent studies highlight the central role of mechanical properties in understanding solid tumor biology, progression and therapeutic response. However, the mechanical characterization of 3D in vitro tumor models such as cancer spheroids remains incomplete. Current experimental and modeling frameworks often overlook their spatially varying and multiscale features, limiting a unified understanding of how spheroid structure governs mechanical response. Here, we combine atomic force microscopy and hydraulic force spectroscopy to perform multiscale microrheology of cancer spheroids, probing their mechanical evolution at both single-cell and multicellular levels over time. We identify a characteristic power-law behavior whose parameters capture contributions from intra- and inter-cellular mechanics, and we relate these parameters to structural organization and its temporal progression. This structure–rheology framework provides a mechanistic view of spheroid maturation and establishes a platform for future studies on tumor mechanobiology, therapy response, and engineered microenvironments.

Graphical abstract: Multiscale structural–rheological mapping of cancer spheroids during maturation

Supplementary files

Transparent peer review

To support increased transparency, we offer authors the option to publish the peer review history alongside their article.

View this article’s peer review history

Article information

Article type
Paper
Submitted
08 Jan 2026
Accepted
02 Jun 2026
First published
19 Jun 2026
This article is Open Access
Creative Commons BY license

Soft Matter, 2026, Advance Article

Multiscale structural–rheological mapping of cancer spheroids during maturation

K. Gnanachandran, M. Berardi, G. Pyka-Fościak, J. Pabijan, B. I. Akca and M. Lekka, Soft Matter, 2026, Advance Article , DOI: 10.1039/D6SM00020G

This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. You can use material from this article in other publications without requesting further permissions from the RSC, provided that the correct acknowledgement is given.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements