Dataset Information

High-throughput 3D screening reveals differences in drug sensitivities between culture models of JIMT1 breast cancer cells.

ABSTRACT: The traditional method for studying cancer in vitro is to grow immortalized cancer cells in two-dimensional (2D) monolayers on plastic. However, many cellular features are impaired in these unnatural conditions and big alterations in gene expression in comparison to tumors have been reported. Three-dimensional (3D) cell culture models have become increasingly popular and are suggested to be better models than 2D monolayers due to improved cell-to-cell contacts and structures that resemble in vivo architecture. The aim of this study was to develop a simple high-throughput 3D drug screening method and to compare drug responses in JIMT1 breast cancer cells when grown in 2D, in polyHEMA coated anchorage independent 3D models and in Matrigel on-top 3D cell culture models. We screened 102 compounds with multiple concentrations and biological replicates for their effects on cell proliferation. The cells were either treated immediately upon plating or they were allowed to grow in 3D for four days prior to the drug treatment. Big variations in drug responses were observed between the models indicating that comparisons of culture model influenced drug sensitivities cannot be made based on effects of a single drug. However, we show with the 63 most prominent drugs that, in general, JIMT1 cells grown on Matrigel were significantly more sensitive to drugs than cells grown in 2D cultures, while responses of cells grown in polyHEMA resembled those of 2D. Furthermore, comparison of gene expression profiles of the cell culture models to xenograft tumors indicated that cells cultured in Matrigel and as xenografts most closely resembled each other. In this study we also suggest that 3D cultures can provide a platform for systematic experimentation of larger compound collections in a high-throughput mode and be used as alternatives for traditional 2D screens towards better comparability to in vivo state.

ORGANISM(S): Homo sapiens

PROVIDER: GSE42529 | GEO | 2013/10/30

SECONDARY ACCESSION(S): PRJNA182210

REPOSITORIES: GEO

ACCESS DATA

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Project description:The traditional method for studying cancer in vitro is to grow immortalized cancer cells in two-dimensional (2D) monolayers on plastic. However, many cellular features are impaired in these unnatural conditions and big alterations in gene expression in comparison to tumors have been reported. Three-dimensional (3D) cell culture models have become increasingly popular and are suggested to be better models than 2D monolayers due to improved cell-to-cell contacts and structures that resemble in vivo architecture. The aim of this study was to develop a simple high-throughput 3D drug screening method and to compare drug responses in JIMT1 breast cancer cells when grown in 2D, in polyHEMA coated anchorage independent 3D models and in Matrigel on-top 3D cell culture models. We screened 102 compounds with multiple concentrations and biological replicates for their effects on cell proliferation. The cells were either treated immediately upon plating or they were allowed to grow in 3D for four days prior to the drug treatment. Big variations in drug responses were observed between the models indicating that comparisons of culture model influenced drug sensitivities cannot be made based on effects of a single drug. However, we show with the 63 most prominent drugs that, in general, JIMT1 cells grown on Matrigel were significantly more sensitive to drugs than cells grown in 2D cultures, while responses of cells grown in polyHEMA resembled those of 2D. Furthermore, comparison of gene expression profiles of the cell culture models to xenograft tumors indicated that cells cultured in Matrigel and as xenografts most closely resembled each other. In this study we also suggest that 3D cultures can provide a platform for systematic experimentation of larger compound collections in a high-throughput mode and be used as alternatives for traditional 2D screens towards better comparability to in vivo state. Gene expression analysis of JIMT1 breast cancer cells cultured as xenografts for 43 days, in two dimensional cultures for seven days (2D7d), in polyHEMA three dimensional cell culture models for four and seven days (PH7d and PH7d), and in Matrigel three dimensional cultures for four and seven days (MG4d and MG7d). Two biological replicates was included for each sample.

Project description:To characterize cells cultured in 3D culture system using NanoCulture plates (NCPs) (Scivax) and in 2D culture, we examined gene expression in HT-29 cells on day 1 or day 7 on NCPs or 2D monolayer culture, using DNA microarrays. From our study, tumour cells grown on NCPs were morphologically different from cells in 2D monolayers, and the cells on NCPs actively migrated and aggregated to form multicellular spheroids (MCSs). To characterize this cell migration and intercellular adhesion, we compared gene expression in HT-29 cells on day 1 on NCPs and 2D monolayer culture using DNA microarrays. We could not find any significant difference in gene expression related to cell migration or cell-cell adhesion between cells grown on NCPs and as 2D monolayers on day 1, showing that cells on NCPs migrated and aggregated without any changes in gene expression (3D Day1 vs 2D Day1 2Fold change.xls). We next characterized mature 3D MCSs on NanoCulture plates, by comparing the gene expression profile of MCSs on day 7 and day 1 (3D Day7 vs 3D Day 1 2Fold change.xls). On day 7, we found a statistically significant increase in the expression of genes related to multicellular organization, intercellular signalling and the response to hypoxia. DNA microarray analysis also showed that the expression of genes that have been reported to be target genes for the transcription factor hypoxia-inducible factor 1 (HIF-1) (Ke, Q. & Costa, M. Hypoxia-inducible factor-1 (HIF-1). Mol Pharmacol 70, 1469-1480 (2006); Semenza, G.L. Defining the role of hypoxia-inducible factor 1 in cancer biology and therapeutics. Oncogene 29, 625-634.) was increased on day 7. When compared day 7 with 2D culture cells, the same tendency was observed (3D Day7 vs 2D Day 7 2Fold change.xls). HT-29 cells were maintained routinely as 2D monolayers in a humidified atmosphere of 5% CO2 in air at 37 °C in the growth medium recommended by suppliers. Exponentially growing cells were used in experiments, after trypsinization to detach them from the plates. Viable cells were counted using trypan blue dye-exclusion. For experiments, cells were seeded in 96-well plates at 1×10^4 cells/100 ul of NanoCulture Medium-M (Scivax) in either NCPs (Scivax), or in polystyrene plates for 2D monolayers, for 1 day or 7 days. Cells were collected and used for RNA extraction and DNA microarray analysis.

Dataset Information

High-throughput 3D screening reveals differences in drug sensitivities between culture models of JIMT1 breast cancer cells.

Dataset's files

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets