Evidence map›Paper›PMID 40136699›Full record

ArticleCells2025

Capturing the Heterogeneity of the PDAC Tumor Microenvironment: Novel Triple Co-Culture Spheroids for Drug Screening and Angiogenic Evaluation.

Ruben Verloy, Angela Privat-Maldonado, Jonas Van Audenaerde, Sophie Rovers, Hannah Zaryouh, Jorrit De Waele, Delphine Quatannens, Dieter Peeters, Geert Roeyen, Christophe Deben and 2 more

Abstract read
In one paragraph

Article in Cells, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
  5. Review
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  8. 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

12 authors.

Ruben VerloyResearch Group PLASMANT, Department of Chemistry, University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0002-4248-1258
Angela Privat-MaldonadoResearch Group PLASMANT, Department of Chemistry, University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0002-5616-8182
Jonas Van AudenaerdeCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0002-5619-1913
Sophie RoversCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0002-4936-859X
Hannah ZaryouhCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0002-4567-1399
Jorrit De WaeleCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0002-9999-6156
Delphine QuatannensCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0001-5493-5539
Dieter PeetersCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.
Geert RoeyenCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.
Christophe DebenCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0001-8085-2040
Evelien SmitsCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium.
Annemie BogaertsResearch Group PLASMANT, Department of Chemistry, University of Antwerp, 2610 Antwerp, Belgium.ORCID 0000-0001-9875-6460

Funding

Dedert Schilde vzw N/AFund for Scientific Research 1S76421NFund for Scientific Research 1SD6522NMr. Willy Floren N/AResearch Fund of UAntwerp BOFResearch Fund of UAntwerp FFB190245Research Fund of UAntwerp FFB210293Research Fund of UAntwerp FFB210425the Vereycken Family N/A
6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) presents significant treatment challenges due to its desmoplastic reaction, which impedes therapeutic effectiveness, highlighting the need for advanced vitro models to better mimic the complex tumor environment. The current three-dimensional co-culture models of fibroblasts and endothelial cells are lacking, which presents a challenge for performing more comprehensive in vitro research. Our study developed triple co-culture spheroid models using MiaPaCa-2 and BxPC-3 cancer cell lines, with RLT-PSC and hPSC21 pancreatic stellate cell lines and the endothelial cell line HMEC-1. These models were assessed through growth assays, multicolor flow cytometry to optimize cell ratios, cell viability assays to evaluate drug responses, and a tube formation assay with a spheroid-conditioned medium to examine angiogenesis. Our triple co-culture spheroids effectively replicate the PDAC microenvironment, showing significant variations in drug responses influenced by cellular composition, density, and spatial arrangement. The tube formation assay showcased the potential of our models to quantitatively assess a treatment-induced angiogenic response. These cost-effective triple-co-culture in vitro spheroid models provide vital insights into the PDAC microenvironment, significantly improving the quality of the in vitro evaluation of treatment responses.

Indexed as

Carcinoma, Pancreatic DuctalNeovascularization, PathologicPancreatic NeoplasmsSpheroids, CellularTumor MicroenvironmentCell Line, TumorCell ProliferationCell SurvivalCoculture TechniquesDrug Evaluation, PreclinicalDrug Screening Assays, AntitumorHumansangiogenesiscancer-associated fibroblastsdrug resistanceendothelial cellsheterogeneityin vitro 3D modelpancreatic ductal adenocarcinomapancreatic stellate cellstriple co-culture spheroidstumor microenvironment

Identifiers

PMID40136699
PMCPMC11940881

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.