RNA-seq of single cholangiocyte-derived organoids reveals high organoid-to-organoid variability
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE205753 | GEO | 2022/08/01
REPOSITORIES: GEO
Shared Molecules
Only show the datasets with similarity scores above: 0.5
Threshold
0.5
Similar Datasets
Project description:RNA-seq of single cholangiocyte-derived organoids reveals high organoid-to-organoid variability
| PRJNA847447 | ENA
Project description:Matrigel, a mouse tumor extracellular matrix (ECM) protein mixture, is an indispensable component of most organoid tissue culture. However, it has limited the utility of organoids for drug development and regenerative medicine due to its tumor-derived origin, batch-to22 batch variation, high cost, and safety issues. Here, we demonstrate that gastrointestinal (GI) tissue-derived ECM hydrogels are a suitable substitute for Matrigel in GI organoid culture. We found that the development and function of GI organoids grown in GI ECM hydrogels are comparable or often superior to those in Matrigel. In addition, GI ECM hydrogels enabled long-term subculture and transplantation of GI organoids by providing GI tissue-mimetic microenvironments. Tissue-specific and age-related ECM profiles of GI ECM hydrogels that affect organoid development were also elucidated through proteomic analysis. Together, our results suggest that ECM hydrogels derived from decellularized GI tissues are an effective alternative to the current gold standard, Matrigel, and produce organoids suitable for GI disease modeling, drug development, and tissue regeneration.
2022-01-31 | PXD023705 | Pride
Project description:<p>We generated a collection of patient-derived pancreatic normal and cancer organoids. We performed whole genome sequencing, targeted exome sequencing, and RNA sequencing on organoids as well as matched tumor and normal tissue if available. This dataset is a valuable resource for pancreas cancer researchers, and those looking to compare primary tissue to organoid culture. In our linked publication, we show that pancreatic cancer organoids recapitulate the mutational spectrum of pancreatic cancer. Furthermore, RNA sequencing of organoids demonstrates the presence of both transcriptional subtypes of pancreas cancer.</p>
| phs001611 | dbGaP
Project description:Culture of human cholangiocyte organoids in hydrogels derived from healthy liver extracellular matrix (LECM) extracts prepared from decellularized human livers are evaluated in an effort to establish a platform for production of cholangiocyte organoids for clinical regenerative applications. Human intrahepatic cholangiocyte organoids (ICO) grown in hydrogels made from LECM are compared those grown in mouse tumor derived basement membrane extracts (BME). Culture was performed with amino acids labeled with stable heavy isotopes to enable separation of ECM from the hydrogels from that of the produced by the cells with mass spectrometry (MS). MS data were used to evaluate the protein production of ICO comparing the different hydrogel substrates. The study also contains evaluation of the properties of the hydrogel substrates and focuses on expansion and differentiation of the ICO.
2022-04-13 | PXD028417 | Pride
Project description:In Rspondin-based 3D cultures, Lgr5 stem cells from multiple organs form ever-expanding epithelial organoids that retain their tissue identity. We report the establishment of tumor organoid cultures from 20 consecutive colorectal (CRC) patients. For most, organoids were also generated from adjacent normal tissue. The organoids closely resemble the original tumor. The spectrum of genetic changes observed within the 'living biobank' agrees well with previous large-scale mutational analyses of CRC. Gene expression analysis indicates that the major CRC molecular subtypes are represented. Tumor organoids are amenable to robotized, high-throughput drug screens allowing detection of gene-drug associations. As an example, a single organoid culture was exquisitely sensitive to Wnt secretion (porcupine) inhibitors and carried a mutation in the negative Wnt feedback regulator RNF43 (rather than in APC). Organoid technology may fill the gap between cancer genetics and patient trials, complement cell line- and xenograft-based drug studies and allow personalized therapy design. We generated organoids from healthy tissue and coloncarcinoma tissue. The organoids were trypsinized, plated in matrigel and overlaid with medium. After three days, RNA was isolated using Qiagen RNAeasy. Medium conditions are the same for all organoids, irrespective of their origin.
2015-05-07 | E-GEOD-64392 | biostudies-arrayexpress
Project description:Matrigel, a mouse tumor extracellular matrix (ECM) protein mixture, is an indispensable component of most organoid tissue culture. However, it has limited the utility of organoids for drug development and regenerative medicine due to its tumor-derived origin, batch-to batch variation, high cost, and safety issues. Here, we demonstrate that gastrointestinal (GI) tissue-derived ECM hydrogels are a suitable substitute for Matrigel in GI organoid culture. We found that the development and function of GI organoids grown in GI ECM hydrogels are comparable or often superior to those in Matrigel. In addition, GI ECM hydrogels enabled long-term subculture and transplantation of GI organoids by providing GI tissue-mimetic microenvironments. Tissue-specific and age-related ECM profiles of GI ECM hydrogels that affect organoid development were also elucidated through proteomic analysis. Together, our results suggest that ECM hydrogels derived from decellularized GI tissues are an effective alternative to the current gold standard, Matrigel, and produce organoids suitable for GI disease modeling, drug development, and tissue regeneration.
2022-02-10 | PXD023694 | Pride
Project description:In Rspondin-based three-dimensional cultures, Lgr5 stem cells from multiple organs form ever-expanding epithelial organoids that retain their tissue identity. Here we report the establishment of tumor organoid cultures from 20 consecutive colorectal carcinoma (CRC) patients. For most, organoids were also generated from adjacent normal tissue. Organoids closely resemble the original tumor. The spectrum of genetic changes within the 'living biobank' agrees well with previous large-scale mutational analyses of CRC. Gene expression analysis indicates that the major CRC molecular subtypes are represented. Tumor organoids are amenable to high-throughput drug screens allowing detection of gene-drug associations. As an example, a single organoid culture was exquisitely sensitive to Wnt secretion (porcupine) inhibitors and carried a mutation in the negative Wnt feedback regulator RNF43, rather than in APC. Organoid technology may fill the gap between cancer genetics and patient trials, complement cell line- and xenograft-based drug studies and allow personalized therapy design. Self-renewal of the intestinal epithelium is driven by Lgr5 stem cells located in crypts. We have recently developed a long-term culture system that maintains basic crypt physiology. Wnt signals are required for the maintenance of active crypt stem cells. Indeed, the Wnt agonist R-spondin1 induces dramatic crypt hyperplasia in vivo. R-spondin-1 is the ligand for Lgr5. Epidermal growth factor (EGF) signaling is associated with intestinal proliferation, while transgenic expression of Noggin induces a dramatic increase in crypt numbers. The combination of R-spondin-1, EGF, and Noggin in Matrigel sustains ever-expanding small intestinal organoids, which display all hallmarks of the original tissue in terms of architecture, cell type composition, and self-renewal dynamics. We adapted the culture condition for long-term expansion of human colonic epithelium and primary colonic adenocarcinoma, by adding nicotinamide, A83-01 (Alk inhibitor), Prostaglandin E2 and the p38 inhibitor SB202190. Of note, a two-dimensional culture method for cells from normal and malignant primary tissue has been described by Schlegel and colleagues. Here, we explore organoid technology to routinely establish and phenotypically annotate ‘paired organoids’ derived from adjacent tumor and healthy epithelium from CRC patients.
2015-05-07 | E-GEOD-65253 | biostudies-arrayexpress
Project description:End-stage liver diseases are an increasing health burden and liver transplantations are currently the only curative treatment option. Due to a lack of donor livers, alternative treatments are urgently needed. Human liver organoids are very promising for regenerative medicine, however, organoids are currently cultured in Matrigel, which is extracted from the extracellular matrix of the Engelbreth-Holm-Swarm mouse sarcoma. Matrigel is poorly defined, suffers from high batch-to-batch variability and is of murine origin, which limits clinical application of organoids. Here, a novel hydrogel based on polyisocyanopeptides (PIC) and laminin-111 is described for human liver organoid culture. PIC is a synthetic hydrogel with thermodynamic properties, making it easy to handle and very attractive for clinical applications. Organoids in an optimized PIC hydrogel proliferate at rates comparable to Matrigel; proliferation rates are stiffness-dependent, with lower stiffnesses being optimal for organoid proliferation. Moreover, organoids can be efficiently differentiated towards hepatocyte-like cells with key liver functions. This proliferation and differentiation potential can be maintained over at least 16 passages. Our results indicate that PIC is a promising material for human liver organoid culture and has the potential to be used in a variety of clinical applications including cell therapy and tissue engineering.
2020-12-23 | GSE143223 | GEO
Project description:Human intestinal epithelial organoids (IEO) culture models are rapidly emerging as novel experimental tools to investigate fundamental aspects of intestinal epithelial (patho)physiology. Cellular source and culture protocols vary between different IEO models and reliable markers for their characterization/validation are currently limited. DNA methylation has been demonstrated to play a key role in regulating gene expression and cellular function. This epigenetic mark is comparably stable and has been shown to reflect cellular identity such as tissue origin, developmental stage and age. Our genome wide DNA methylation datasets of purified human epithelium represent a unique resource, which can be used by other researchers to validate their model systems We provide the following datasets of genome-wide DNA methylation profiling by Infinium HumanMethylation450 BeadChip: Purified intestinal epithelial cells (EpCAM+) from paediatric ileum and colon, Non-epithelial mucosal cells (EpCAM-), Whole colonic mucosal biopsies, Intestinal organoid cultures from paediatric ileum and colon, Purified intestinal epithelial cells (EpCAM+) from foetal small intestine and foetal large intestine, Intestinal organoid cultures from foetal small intestine and foetal large intestine, Intestinal organoid cultures derived from induced pluripotent stem cells.<br>Note:</br><br>Some samples in this data set were previously submitted to ArrayExpress under accession number E-MTAB-3709. They're clearly marked in the âDescriptionâ field in sample annotations. </br><br>Information about batch effect during sample handling is included in the experimental variable âblockâ. Batch effect is not massive but present, so it is recommended that batch correction is carried out in data analysis.</br><br>Complementary RNA-seq data on the purified cells and organoids can be found in ArrayExpress at E-MTAB-5015 ( https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-5015/ ). </br>
2017-10-31 | E-MTAB-4957 | biostudies-arrayexpress
Project description:Over the last decades, organoids have been established from most of the tissue-resident stem and iPS cells. They hold great promise for our understanding of mammalian organ development, but also for the study of disease or even personalised medicine. In recent years, several reports hinted at intraculture organoid variability, but a systematic analysis of such heterogeneity has not been performed before. Here, we used RNA-seq of individual intrahepatic cholangiocyte organoids to address this question. We find that batch-to-batch variation is very low, whereas passage number has a profound impact on gene expression profiles. On the other hand, there is organoid-to-organoid variability within a culture. Using differential gene expression, we did not identify specific pathways that drive this variability, pointing towards possible effects of the microenvironment within the culture condition. Taken together, our study provides a framework for organoid researchers to properly consider experimental design.
| S-EPMC9348635 | biostudies-literature