Project description:The transcriptional dynamics occurring at the self-organizing glandular epithelial during branching morphogenesis are pivotal for deciphering various processes ranging from normal tissue growth to cancer formation. For the past decade matrigel© has been widely used as extracellular matrix for the propagation of organoids, here we report that only in the presence of a higher than 70% collagen matrix symmetry breaking can be observed. Comparing the transcriptomic profile of collagen and matrigel grown-organoids we identified that matrigel organoids are more basal-like, have a higher EMT signature (GSEA) compared to the more classical collagen grown organoids. In this study we used single primary murine pancreatic ductal adenocarcinoma cells (PDAC) cells embedded in floating collagen gels and adapted the media supplementation, thus allowing organoids to self-organize into highly complex branched structures, replicating the in vivo tumour architecture. During organoid development we identified four distinct morphogenetic phases, each characterized by a unique pattern of cell proliferation, invasion, matrix deformation and protein expression. In our search for novel molecular drivers of branching morphogenesis we compared the transcriptome of two distinct phases, an early development (day 7) vs a late mature time point (day 13). We compared these two distinct developmental time points in using PCA, GSEA and respective heat maps of major processes illustrating the overexpression of genes associated with: proliferation, ECM interaction, signalling by Rho GTPases and EMT in day-7 organoids and genes associated with ion channel transport at day-13 organoids. An important aspect raised during our investigation was the effect of different genotypes (Ptf1aCre/+; KrasG12D/+, Pdx1Cre/+; KrasG12D/+; TP53fl/fl) on the branch formation of organoids. To this end we generated organoids derived from KC and KPC tumours, which interestingly gave rise to strikingly similar branching organoids. Although the morphology was not significantly altered the transcriptional profiling showed higher proliferation (Myc targets, E2F targets), EMT score for the KPC organoids. We propose that the spatiotemporal synchronized processes of cell proliferation, matrix remodeling, contraction and ion channel flux are key-events of the different morphogenic phases and lead to the formation of these complex structures. Importantly, these dynamic processes are accompanied by strong transcriptional profile changes, with the organoids undergoing de-differentiation during branch elongation and later on activating an epithelial gene expression program upon maturation. Taken together, these results illustrate the ability of tumour cells to self-organize in multicellular complex structures and provide with a novel system to study branching morphogenesis and tumour biology in vitro.

Project description:The transcriptional dynamics occurring at the self-organizing glandular epithelial during branching morphogenesis are pivotal for deciphering various processes ranging from normal tissue growth to cancer formation. For the past decade matrigel© has been widely used as extracellular matrix for the propagation of organoids, here we report that only in the presence of a higher than 70% collagen matrix symmetry breaking can be observed. Comparing the transcriptomic profile of collagen and matrigel grown-organoids we identified that matrigel organoids are more basal-like, have a higher EMT signature (GSEA) compared to the more classical collagen grown organoids. In this study we used single primary murine pancreatic ductal adenocarcinoma cells (PDAC) cells embedded in floating collagen gels and adapted the media supplementation, thus allowing organoids to self-organize into highly complex branched structures, replicating the in vivo tumour architecture. During organoid development we identified four distinct morphogenetic phases, each characterized by a unique pattern of cell proliferation, invasion, matrix deformation and protein expression. In our search for novel molecular drivers of branching morphogenesis we compared the transcriptome of two distinct phases, an early development (day 7) vs a late mature time point (day 13). We compared these two distinct developmental time points in using PCA, GSEA and respective heat maps of major processes illustrating the overexpression of genes associated with: proliferation, ECM interaction, signalling by Rho GTPases and EMT in day-7 organoids and genes associated with ion channel transport at day-13 organoids. An important aspect raised during our investigation was the effect of different genotypes (Ptf1aCre/+; KrasG12D/+, Pdx1Cre/+; KrasG12D/+; TP53fl/fl) on the branch formation of organoids. To this end we generated organoids derived from KC and KPC tumours, which interestingly gave rise to strikingly similar branching organoids. Although the morphology was not significantly altered the transcriptional profiling showed higher proliferation (Myc targets, E2F targets), EMT score for the KPC organoids. We propose that the spatiotemporal synchronized processes of cell proliferation, matrix remodeling, contraction and ion channel flux are key-events of the different morphogenic phases and lead to the formation of these complex structures. Importantly, these dynamic processes are accompanied by strong transcriptional profile changes, with the organoids undergoing de-differentiation during branch elongation and later on activating an epithelial gene expression program upon maturation. Taken together, these results illustrate the ability of tumour cells to self-organize in multicellular complex structures and provide with a novel system to study branching morphogenesis and tumour biology in vitro. In the updated submission we include new data sets from our recent publication. More specifically we focus on how we can capture inter- and intratumoral heterogeneity using our previously published organoid system (Randriamanantsoa, Papargyriou et al. 2022) of pancreatic cancer and how these morphologically diverse organoids respond to targeted therapy. We aim to understand the following four biological questions: First, we aim to address intertumoral heterogeneity by culturing classical and basal-like PDAC cells in 2D culture conditions and 3D floating collagen gels. Indeed, in both cases we observe a clear separation between mesenchymal and epithelial organoids and describe pivotal pathways (f.e. TGF pathway) that are differentially regulated between the two culture conditions (2D vs 3D). In detail, we culture 3 epithelial (ID: 8442, 9591, 53631) and 3 mesenchymal (ID: 8028, 9091, 16992) murine pancreatic cancer lines in established 2D conditions and in 3D floating collagen gels. Next, we focus on understanding the transcriptional background of distinct organoid morphologies derived from the same parental cell lines of either epithelial or mesenchymal origin. In more detail we transcriptionally analyze specific epithelial (line ID 9591) as a bulk population and their subclones: TEBBO, cystic branched, thick-branched and tree-like and mesenchymal pancreatic cancer line (line ID 16992) as a bulk population and their subclones: branched mesenchymal, firework and star-like. After performing a 102-drug screening on these clones we identified potent target therapy drugs acting in specific phenotypes. To validate the effects on the transcriptional level we treated all the epithelial organoid phenotypes with the combination of AZD5153 (BET/BRD4 inhibitor)+Poziotinib (pan-HER inhibitor) and the mesenchymal phenotypes with monotreatments of the following drugs: Birinapant (SMAC antagonist) Poziotinib (pan-HER inhibitor), Saracatinib (Src inhibitor) and RO5126766 (RAF/MEK inhibitor). Furthermore, to translate our findings in a human setting we developed a new media composition which enables the formation of branching organoids in pancreatic cancer patient-derived organoids (PDOs). We examined the effect of our newly developed media, the Basal Branching PDO Media on the transcriptome of 3 PDOs (PDO line ID: B211, B250, B320) compared to previously established media conditions such as the Full PDO Media.

Project description:The human breast is composed of terminal duct lobular units (TDLUs) that are surrounded by stroma. In the TDLUs, basement membrane separates the stroma from the epithelial compartment, which is divided into an inner layer of luminal epithelial cells and an outer layer of myoepithelial cells. Stem cells and progenitor cells also reside within the epithelium and drive a continuous cycle of gland remodelling that occurs throughout the reproductive period. D492 is an epithelial cell line originally isolated from the stem cell population of the breast and generates both luminal and myoepithelial cells in culture. When D492 cells are embedded into 3D reconstituted basement membrane matrix (3D-rBM) they form branching colonies mimicking the TDLUs of the breast, thereby providing a well-suited in vitro model for studies on branching morphogenesis and breast development. Peroxidasin (PXDN) is a heme-containing peroxidase that crosslinks collagen IV with the formation of sulfilimine bonds. Previous studies indicate that PXDN plays an integral role in basement membrane stabilisation by crosslinking collagen IV and as such contributes to epithelial integrity. Although PXDN has been linked to fibrosis and cancer in some organs there is limited information on its role in development, including in the breast. In this study, we demonstrate expression of PXDN in breast epithelium and stroma and apply the D492 cell line to investigate the role of PXDN in cell differentiation and branching morphogenesis in the human breast. Overexpression of PXDN induced basal phenotype in D492 cells, loss of plasticity and inhibition of epithelial-to-mesenchymal transition as is displayed by complete inhibition of branching morphogenesis in 3D culture. This is supported by results from RNA-sequencing which show significant enrichment in genes involved in epithelial differentiation along with significant negative enrichment of EMT factors. Taken together, we provide evidence for a novel role of PXDN in breast epithelial differentiation and mammary gland development.

Dataset Information

Cadmium Exposure Inhibits Branching Morphogenesis and Causes Alterations Consistent With HIF-1? Inhibition in Human Primary Breast Organoids.

Publications

Cadmium Exposure Inhibits Branching Morphogenesis and Causes Alterations Consistent With HIF-1α Inhibition in Human Primary Breast Organoids.

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