Evidence map›Paper›PMID 42782484›Full record

ArticleAnnals of biomedical engineering2026

Impacts of Morphology and Elasticity on Cancer Cell Deformation in Shear Flows.

Meraj Ahmed, Lahcen Akerkouch, Aaron Vanyo, Amanda Haage, Trung Bao Le

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

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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.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Meraj Ahmed *Department of Civil, Construction, and Environmental Engineering, North Dakota State University, 1410 14th N, Fargo, 58102, ND, USA.
Lahcen Akerkouch *Department of Civil, Construction, and Environmental Engineering, North Dakota State University, 1410 14th N, Fargo, 58102, ND, USA.
Aaron VanyoDepartment of Biomedical Sciences, University of North Dakota, 1301 N Columbia Rd W315, Grand Forks, 58202, ND, USA.
Amanda HaageDepartment of Biomedical Sciences, University of North Dakota, 1301 N Columbia Rd W315, Grand Forks, 58202, ND, USA.
Trung Bao LeDepartment of Civil, Construction, and Environmental Engineering, North Dakota State University, 1410 14th N, Fargo, 58102, ND, USA. trung.le@ndsu.edu.ORCID http://orcid.org/0000-0002-4692-5469

Funding

National Science Foundation 1946202
6 · The paper itself

Abstract

purposeThis work investigates the role of morphology and elasticity on cancer cell deformation under shear flow in a microchannel.

methodsA novel hybrid continuum-particle framework is developed to simulate cancer cell dynamics. Cell membrane and nucleus geometries are reconstructed from microscopic images and modeled using dissipative particle dynamics, while the surrounding blood plasma is treated as an incompressible Newtonian fluid. Cell-flow interactions are captured via an immersed boundary method.

resultsAll cancer cell models exhibited a rapid deformation response within the first 1-2 ms, followed by morphology- and stiffness-dependent shape evolution. The compact morphologies showed strong recovery, whereas the other models evolved toward folded/lobed states with only intermittent partial recovery during shape transitions. Membrane stiffening dominated elongation and compactness loss, while nuclear stiffening modulated deformation excursions and partial recovery. These shape transitions were accompanied by near-field vortex reorganization and traction localization. Similar to deformation response, the net membrane force exhibited a common start-up rise within 0-0.5 ms followed by relaxation. Compact morphologies produce lower and steadier forces. They show minimal stiffness dependence. Deformation-prone morphologies show stronger unsteadiness and clearer stiffness modulation. Cross-sectional velocity and vorticity fields showed a dominant hydrodynamic imbalance and lateral migration.

conclusionOur results demonstrate that morphology sets the stiffness-modulated deformation patterns which affects the extracellular flow dynamics and traction. In turn, the resulting flow field and traction distribution feedback to influence subsequent deformation and migration. This mechanistic link provides a framework for interpreting circulating tumor cell transport in shear-dominated metastatic environments.

Indexed as

Cancer cell detectionCancer cell migrationDissipative particle dynamicsFluid–structure interactionMetastasis

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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.