bioRxivCell BiologyPreprint
Beyond One-Size-Fits-All: Tumor Biology Influences Nanoparticle Behaviour in Cancer Models
M. BravoiD, G. Solís-FernandeziD, Sandra KrzyzowskaiD, Steven HuysecomiD, Ana Montero‐CalleiD, Indra Van ZundertiD, Boris LouisiD, Rodrigo BarderasiD, Beatrice FortuniiD, Susana RochaiD
Abstract
Nanoparticles (NPs) are a promising tool for cancer therapy, yet few have successfully reached clinical application. Current nanomedicine development pipelines are focused on optimizing physical properties of NPs, overlooking the impact of tumor biology on their behavior. Here, we show that the same NPs exhibit distinct accumulation and penetration patterns in 3D spheroids derived from four tumor models (representative of lung, colon, breast, and cervical cancer). We uncover an inverse relationship between NP uptake and penetration: tumors with slower internalization show deeper NP diffusion. Proteomic analysis revealed that tumor-specific expression of endocytic and extracellular matrix proteins underlies this variability. Our findings challenge the prevailing one-size-fits-all approach and highlight the need to integrate tumor biology into NP design. Tailoring NPs to the unique cellular and extracellular features of each tumor type will be critical for developing more effective and clinically relevant nanotherapies.
- assay: proteomics
- research focus: drug response / drug discovery
- research focus: cell type annotation
- research focus: cell signaling & trafficking
- research focus: development & morphogenesis
- approach: experimental assay
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Nanoparticle Accumulation and Penetration in 3D Tumor Models: the Effect of Size, Shape, and Surface Charge
Pierre Cybulski, María Loreto Bravo, … Beatrice Fortuni·Frontiers in Cell and Developmental BiologyPeer-reviewed·Jan 24, 2025
- Spatial-temporal analysis of nanoparticles in live tumor spheroids impacted by cell origin and density
A. Ahmed-Cox, E. Pandzic, … M. Kavallaris·bioRxiv·Oct 26, 2021
- Drug-loaded nanoparticles for cancer therapy: a high-throughput multicellular agent-based modeling study
Yafei Wang, John Metzcar, … Paul Macklin·Journal of Theoretical BiologyPeer-reviewed·Sep 20, 2025
- Tumor Spheroid Uptake of Fluorescent Nanodiamonds is Limited by Mass Density: a 4D Light-Sheet Assay
Μαρία Νιώρα, Martin Dufva, … Kirstine Berg‐Sørensen·Chemical & Biomedical ImagingPeer-reviewed·Jan 21, 2025
- PEGylation strategies for enhanced nanoparticle delivery to tumor associated immune cells
Devorah Cahn, Sanjay Pal, … Matthew T. Wolf·Bioengineering & Translational MedicinePeer-reviewed·Dec 10, 2025
- Regulation of cell-nanoparticle interactions through mechanobiology
Marco Cassani, Francesco Niro, … Giancarlo Forte·Nano LettersPeer-reviewed·Jan 8, 2025