3D Modeling: Insights into the Metabolic Reprogramming of Cholangiocarcinoma Cells

Author:

Ciufolini Giorgia1,Zampieri Serena1,Cesaroni Simona1,Pasquale Valentina23ORCID,Bonanomi Marcella34,Gaglio Daniela34ORCID,Sacco Elena23ORCID,Vanoni Marco23ORCID,Pastore Mirella5ORCID,Marra Fabio5ORCID,Cicero Daniel Oscar1ORCID,Raggi Chiara5ORCID,Petrella Greta1ORCID

Affiliation:

1. Department of Chemical Science and Technology, University of Rome “Tor Vergata”, 00133 Rome, Italy

2. Department of Biotechnology and Biosciences, University of Milan-Bicocca, 20126 Milan, Italy

3. SYSBIO-ISBE-IT-Candidate National Node of Italy for ISBE, Research Infrastructure for Systems Biology Europe, 20126 Milan, Italy

4. Institute of Bioimaging and Complex Biological Systems (IBSBC), 20054 Segrate, Italy

5. Department of Experimental and Clinical Medicine, University of Florence, 50121 Florence, Italy

Abstract

Developing accurate in vitro models that replicate the in vivo tumor environment is essential for advancing cancer research and therapeutic development. Traditional 2D cell cultures often fail to capture the complex structural and functional heterogeneity of tumors, limiting the translational relevance of findings. In contrast, 3D culture systems, such as spheroids, provide a more physiologically relevant context by replicating key aspects of the tumor microenvironment. This study aimed to compare the metabolism of three intrahepatic cholangiocarcinoma cell lines in 2D and 3D cultures to identify metabolic shifts associated with spheroid formation. Cells were cultured in 2D on adhesion plates and in 3D using ultra-low attachment plates. Metabolic exchange rates were measured using NMR, and intracellular metabolites were analyzed using LC-MS. Significant metabolic differences were observed between 2D and 3D cultures, with notable changes in central carbon and glutathione metabolism in 3D spheroids. The results suggest that 3D cultures, which more closely mimic the in vivo environment, may offer a more accurate platform for cancer research and drug testing.

Funder

Associazione Italiana per la Ricerca sul Cancro

COST Association

European Union -NextGenerationEU through the Italian Ministry of University and Research

MUR-Competitive Grant for Excellent Departments

Publisher

MDPI AG

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