Evidence map›Paper›PMID 41642730›Full record

ArticleSoft matter2026

Viscoelastic properties of tumor spheroids revealed by a microfluidic compression device and a modified power law model.

Mrinal Pandey, Bangguo Zhu, Kaitlyn Roach, Young Joon Suh, Jeffrey E Segall, Chung-Yuen Hui, Mingming Wu

Abstract read
PubMed Publisher
In one paragraph

Article in Soft matter, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Mrinal PandeyBiological and Environmental Engineering Department, Cornell University, Ithaca, NY, USA. mw272@cornell.edu.ORCID http://orcid.org/0000-0001-8941-4290
Bangguo ZhuSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, USA.ORCID http://orcid.org/0000-0002-0549-8114
Kaitlyn RoachMeinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.ORCID http://orcid.org/0009-0003-0800-4540
Young Joon SuhBiological and Environmental Engineering Department, Cornell University, Ithaca, NY, USA. mw272@cornell.edu.ORCID http://orcid.org/0000-0002-8281-3042
Jeffrey E SegallDepartment of Pathology, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461, USA.
Chung-Yuen HuiSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, USA.ORCID http://orcid.org/0000-0001-7270-6000
Mingming WuBiological and Environmental Engineering Department, Cornell University, Ithaca, NY, USA. mw272@cornell.edu.ORCID http://orcid.org/0000-0001-7846-3580

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinically, palpation is one of the important diagnostic methods to assess tumor malignancy. In laboratory research, it is well accepted that the bulk stiffness of the tumor and the surrounding tissue is closely correlated with the malignant state of the tumor. Here, we postulate that, in addition to tumor stiffness, tumor viscoelasticity - the fact that tumor tissue takes time to bounce back after compression, can also be used to evaluate the tumor malignancy state. In this work, we characterized the viscoelastic properties of tumor spheroids using a recently developed microfluidic compression device by quantifying their relaxation dynamics upon load removal. Tumor spheroids were made using breast tumor cells spanning various malignancy levels; non-tumorigenic epithelial (MCF10A), moderately malignant tumor (MCF7) and triple negative metastatic tumor (MDA-MB-231) cell line. Spheroids embedded within a 3D extracellular matrix were periodically compressed, and their strain responses were recorded using microscopic imaging. Our results revealed that the measured strain relaxation dynamics can be successfully described by a modified power law model, demonstrated that non-tumorigenic tumor spheroids were more elastic, exhibited shorter relaxation time and less plasticity than those of tumorigenic spheroids. This work highlights that viscoelastic properties in addition to bulk stiffness of the tumor spheroids can serve as a complementary mechanical biomarker of tumor malignancy and demonstrate the validity of a modified power law model for the mechanical characterization of a living tissue.

Indexed as

ElasticityLab-On-A-Chip DevicesModels, BiologicalSpheroids, CellularCell Line, TumorHumansMCF-7 CellsMDA-MB-231 CellsViscosity

Identifiers

PMID41642730

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.