Evidence map›Paper›PMID 42311411›Full record

ArticleFrontiers in pharmacology2026

Matrix type influences embedded patient-derived osteosarcoma organoid invasion and response to treatment.

Luke Hipwood, Diana M Vargas Reyes, Erik W Thompson, Philip D Rowell, Martin Lowe, Wayne Nicholls, Sugandha Bhatia, Dietmar W Hutmacher, Christoph Meinert, Jacqui A McGovern

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Luke HipwoodFaculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, Australia.
Diana M Vargas ReyesGelomics Pty Ltd., Brisbane, QLD, Australia.
Erik W ThompsonFaculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, Australia.
Philip D RowellOrthopaedics Department, Princess Alexandra Hospital, Metro South Hospital and Health Services, Brisbane, QLD, Australia.
Martin LoweOrthopaedics Department, Princess Alexandra Hospital, Metro South Hospital and Health Services, Brisbane, QLD, Australia.
Wayne NichollsOncology Services Group, Children's Health Queensland Hospital and Health Servies, Queensland Children's Hospital, Brisbane, QLD, Australia.
Sugandha BhatiaFaculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, Australia.
Dietmar W HutmacherGelomics Pty Ltd., Brisbane, QLD, Australia.
Christoph MeinertGelomics Pty Ltd., Brisbane, QLD, Australia.
Jacqui A McGovernFaculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Osteosarcoma remains a lethal paediatric malignancy when it metastasises to lung, yet therapeutic progress has stalled for decades, in part because preclinical models poorly capture patient specific tumor microenvironments. Here, patient- derived osteosarcoma (PDOS) cells are assembled into uniform, matrix-free organoids and then embedded into photocrosslinkable extracellular matrices with independently tuneable stiffness and composition: collagen-rich gelatin methacryloyl (GelMA) or basement membrane protein-enriched lung decellularized extracellular matrix (dECM) methacryloyl (LungMA), each tuneable to soft (approximately 1 kPa) or stiff (approximately 4 kPa) conditions. Embedding converts otherwise compact organoids into invasive, expanding structures and increases resistance to doxorubicin relative to both 2D cultures and matrix-free organoids. Matrix identity influenced early invasion kinetics and treatment response, with LungMA promoting more aggressive invasion shortly after embedding and greater chemoresistance than GelMA, particularly under stiffer conditions. Image-based segmentation of core and invasive compartments revealed a critical divergence between metabolic viability readouts and functional invasion inhibition under chemotherapy, exposing limitations of conventional screening endpoints. These findings establish stiffness-controlled, tissue-derived extracellular matrix (ECM) organoid systems as a tuneable platform to interrogate microenvironment-driven osteosarcoma aggressiveness and to advance patient-specific assessment of therapeutic vulnerability in metastatic niche-like contexts.

Indexed as

3D cell culturebiomaterialdecellularized extracellular matrixhydrogellungorganoidosteosarcoma

Identifiers

PMID42311411
PMCPMC13269220

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.