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Screening for Melanoma Modifiers using a Zebrafish Autochthonous Tumor Model
Published on: November 13, 2012
Gene Expression Signature of BRAF Inhibitor Resistant Melanoma Spheroids
Viktoria Koroknai1,2, Vikas Patel1,3, István Szász1,2
1Public Health Research Institute, University of Debrecen, Kassai St 26/B, Debrecen, H-4028, Hungary.
Abstract:
In vitro cell cultures are frequently used to define the molecular background of drug resistance. The majority of currently available data have been obtained from 2D in vitro cultures, however, 3D cell culture systems (spheroids) are more likely to behave similarly to in vivo conditions. Our major aim was to compare the gene expression signature of 2D and 3D cultured BRAFV600E mutant melanoma cell lines. We successfully developed BRAF-drug resistant cell lines from paired primary/metastatic melanoma cell lines in both 2D and 3D in vitro cultures. Using Affymetrix Human Gene 1.0 ST arrays, we determined the gene expression pattern of all cell lines. Our analysis revealed 1049 genes (562 upregulated and 487 downregulated) that were differentially expressed between drug-sensitive cells grown under different cell cultures. Pathway analysis showed that the differently expressed genes were mainly associated with the cell cycle, p53, and other cancer-related pathways. The number of upregulated genes (72 genes) was remarkably fewer when comparing the resistant adherent cells to cells that grow in 3D, and were associated with cell adhesion molecules and IGF1R signalling. Only 1% of the upregulated and 5.6% of the downregulated genes were commonly altered between the sensitive and the resistant spheroids. Interestingly, we found several genes (BNIP3, RING1 and ABHD4) with inverse expression signature between sensitive and resistant spheroids, which are involved in anoikis resistance and cell cycle regulation. In summary, our study highlights gene expression alterations that might help to understand the development of acquired resistance in melanoma cells in tumour tissue.
Insights
Three-dimensional (3D) cell cultures better mimic in vivo conditions than 2D cultures for studying BRAF-mutant melanoma drug resistance. Gene expression analysis revealed significant differences, offering insights into acquired resistance mechanisms.
Area of Science:
- Oncology
- Molecular Biology
- Cell Biology
Background:
- In vitro cell cultures are crucial for understanding drug resistance mechanisms.
- Traditional 2D cultures have limitations in mimicking in vivo tumor microenvironments.
- 3D cell culture systems, like spheroids, offer a more physiologically relevant model.
Purpose of the Study:
- To compare the gene expression signatures of 2D and 3D cultured BRAFV600E mutant melanoma cell lines.
- To identify molecular differences associated with drug resistance in different culture models.
- To elucidate pathways involved in acquired resistance in melanoma.
Main Methods:
- Development of BRAF-drug resistant melanoma cell lines in both 2D and 3D cultures.
- Gene expression profiling using Affymetrix Human Gene 1.0 ST arrays.
- Pathway analysis to identify significantly altered biological processes.
Main Results:
- 1049 differentially expressed genes identified between drug-sensitive cells in 2D vs. 3D cultures.
- Differentially expressed genes were primarily associated with cell cycle, p53, and cancer pathways.
- Fewer upregulated genes (72) were observed in resistant 3D cultures compared to 2D, linked to cell adhesion and IGF1R signaling.
Conclusions:
- Gene expression patterns differ significantly between 2D and 3D melanoma cultures, impacting drug resistance studies.
- 3D models reveal distinct molecular alterations, including those related to anoikis resistance and cell cycle regulation.
- Understanding these gene expression differences is vital for developing effective melanoma treatments and overcoming acquired resistance.
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