Evidence map›Paper›PMID 41220928›Full record

ArticleFrontiers in oncology2025

An early-stage 3D fibroblast-featured tumor model mimics the gene expression of the naïve tumor microenvironment, including genes involved in cancer progression and drug resistance.

Francesca Costabile, Subin George, Andrea Facciabene, Gilberto Filaci, Maddalena Mastrogiacomo

Abstract read
In one paragraph

Article in Frontiers in oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
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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

5 authors.

Francesca CostabileDepartment of Internal Medicine and Medical Specialities (DIMI), University of Genova, Genova, Italy.
Subin GeorgeDepartment of Radiation Oncology, Research Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Andrea FacciabeneDepartment of Radiation Oncology, Research Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Gilberto FilaciDepartment of Internal Medicine and Medical Specialities (DIMI), University of Genova, Genova, Italy.
Maddalena MastrogiacomoDepartment of Internal Medicine and Medical Specialities (DIMI), University of Genova, Genova, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The tumor microenvironment (TME) plays a crucial role in cancer progression, yet the interactions between tumor cells and stromal components, such as fibroblasts, remain poorly understood. Traditional two-dimensional (2D) culture models fail to accurately replicate the complexities of the TME, hindering progress in cancer research and drug development. Methods: This study presents a novel 3D spheroid model, generated using the hanging drop system, that incorporates both tumor cells (B16F10 mouse melanoma) and fibroblasts (NIH/3T3), and aimed at simulating the early-stage TME. Results: We demonstrate that fibroblasts are essential for ECM deposition, which is absent in spheroids composed only of tumor cells. Co-cultured spheroids exhibited a more organized structure, enhanced ECM deposition (type-VI collagen), and more closely resembled the morphology of native tumors compared to monocultures. RNA sequencing analysis revealed that the gene expression profile of B16F10-NIH/3T3 spheroids closely matched that of in vivo tumors, with 693 genes involved in critical pathways such as "pathways in cancer" and those linked to drug resistance. Discussion: These findings highlight the importance of fibroblast inclusion in 3D models to replicate the genetic and structural features of the TME. Our spheroid system provides a more accurate representation of early tumor stages and offers a promising platform for drug screening, reducing the need for in vivo models by allowing the selection of the most effective compounds for further testing. This work underscores the potential of 3D culture systems in advancing our understanding of tumor biology and improving the precision of cancer therapeutics.

Indexed as

B16F0 melanoma cellfibroblasts NIH3T3gene signaturespheroid modeltumor microenvironment (TME)

Identifiers

PMID41220928
PMCPMC12597809

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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.