Evidence map›Paper›PMID 41963757›Full record

ArticleAnnals of biomedical engineering2026

Development of a Synthetic Liver Phantom: Experimental Characterization of Tissue Mechanical Properties.

Federica Potere, Arianna Callera, Emma Confortola, Nada Khaled Mansour, Simone Micalizzi, Gianluca De Danieli, Pieter Janssen, Alice Crippa, Paolo Oliva, Francesco De Gaetano

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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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Federica PotereIRCCS Humanitas Research Hospital, Rozzano, 20089, Milan, Lombardy, Italy.
Arianna CalleraIRCCS Humanitas Research Hospital, Rozzano, 20089, Milan, Lombardy, Italy.
Emma ConfortolaIRCCS Humanitas Research Hospital, Rozzano, 20089, Milan, Lombardy, Italy.
Nada Khaled MansourIRCCS Humanitas Research Hospital, Rozzano, 20089, Milan, Lombardy, Italy.
Simone MicalizziIRCCS Humanitas Research Hospital, Rozzano, 20089, Milan, Lombardy, Italy.
Gianluca De DanieliBetaGlue Therapeutics Spa, 20121, Milan, Lombardy, Italy.
Pieter JanssenBetaGlue Therapeutics Spa, 20121, Milan, Lombardy, Italy.
Alice CrippaBetaGlue Therapeutics Spa, 20121, Milan, Lombardy, Italy.
Paolo OlivaIRCCS Humanitas Research Hospital, Rozzano, 20089, Milan, Lombardy, Italy.
Francesco De GaetanoIRCCS Humanitas Research Hospital, Rozzano, 20089, Milan, Lombardy, Italy. Francesco.degaetano@polimi.it.ORCID http://orcid.org/0000-0002-7597-020X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeHepatocellular carcinoma (HCC) is the most common primary liver cancer and the third leading cause of cancer-related mortality worldwide. Despite advances in detection and treatment, prognosis remains poor, with incidence projected to surpass one million cases annually by 2025. Current loco-regional therapies, such as surgical resection, radiofrequency ablation, and transarterial chemoembolization, are often limited by anatomical or clinical constraints, leaving many patients without viable options. This study aims to develop and experimentally characterize a synthetic liver phantom with tunable mechanical and permeability properties for preclinical testing and protocol optimization of injectable loco-regional therapies, including emerging alternatives such as YntraDose.

methodsPorcine liver tissue was experimentally characterized to establish benchmark values for compression modulus and permeability. Based on these data, a 3D-printed phantom was designed using controlled microstructures to independently tune stiffness and permeability of parenchyma and tumor-mimicking regions. Compression testing, Darcy-based permeability experiments, and T2-weighted MRI were used for validation.

resultsThe literature review revealed significant gaps in experimental permeability data, emphasizing the need for physical liver models to validate novel therapies. Preliminary design parameters were established for fabricating biomimetic liver phantoms with realistic mechanical and flow characteristics. Porcine liver permeability was measured in the order of 10⁻

conclusionThe proposed phantom provides a controlled experimental platform for investigating the mechanical and transport behavior of injectable agents in liver-mimicking tissue. While not intended for clinical or regulatory equivalence, this research-grade model bridges the gap between simplified in vitro systems and in vivo studies, supporting preclinical research and device development.

Indexed as

3D printingLiver modelMagnetic resonance imagingMechanical characterizationOrgan phantom

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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 Socratic graph.