Deconvolution of Cell Type-Specific Drug Responses in Human Tumor Tissue with Single-Cell RNA-seq
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE148842 | GEO | 2020/04/18
REPOSITORIES: GEO
Similar Datasets
Project description:One of the major challenges in cancer research is to find models closely resembling the tumor within patients. Human tissue slice cultures represent a promising approach to display the patient's biology ex vivo. Recently, it was shown that these slices can be successfully analyzed by whole transcriptome sequencing as well as automated histochemistry, increasing their usability as preclinical model. Glioblastoma multiforme (GBM) is a highly malignant brain tumor with poor prognosis and little is known about its genetic background and heterogeneity regarding therapy success. In this study, tissue of 25 patients with primary GBM were processed into slice cultures and treated with standard therapy (irradiation and temozolomide). Total RNA sequencing and automated histochemistry were performed to display treatment-mediated effects at a transcriptional and histological level. Slice cultures from long-term survivors (OS > 24 months) exhibited higher apoptosis than cultures from patients with shorter OS. Proliferation within these slices was slightly increased in contrast to other groups, but not significant. Among all samples, 58 protein-coding genes were upregulated and 32 downregulated in treated vs. untreated slice cultures. In general, an upregulation of DNA damage-related and cell cycle checkpoint genes as well as enrichment of genotoxicity pathways and p53-dependent signaling was found after treatment. In conclusion, we demonstrate that treatment-mediated effects in GBM slice cultures can be determined by RNA sequencing and histological staining. The slice culture model reproduces knowledge from former studies regarding transcriptomic changes and its applicability is further improved by a comprehensible correlation with survival data of the patients.
2022-02-09 | GSE179649 | GEO
Project description:Organotypic slice cultures from prostate cancer patients were generated and treated with or without 17b-estradiol or DHT to study estrogen and androgen signalling pathways.
2020-10-06 | GSE142287 | GEO
Project description:Purpose: Authentic preclinical models of renal cell carcinoma (RCC) are lacking. We aimed to establish and characterize primary RCC cultures and demonstrate the feasibility of evaluating drug responses in vitro and in vivo. Materials and Methods: Previously published methodology, with minor modifications, was used to establish, cryopreserve, and serially passage RCC cells from nephrectomy and tumorgraft specimens. Cells were characterized for immuno- and molecular phenotype by immunochemistry, DNA sequencing and gene expression profiling. Tumorigenic potential was evaluated by implanting cells under the renal capsule of immunocompromised mice. The ability to monitor xenograft growth by magnetic resonance imaging (MRI) was investigated. Responses to a tyrosine kinase inhibitor (TKI) and an mTOR inhibitor were measured. Results: Primary cultures were successfully established from 11 clear cell and 1 chromophobe RCC, cryopreserved and serially passaged. Retention of immuno- and molecular phenotypes was demonstrated. Cultured cells formed xenografts in mice that could be measured by MRI. Patient-specific responses to drugs were observed in vitro and response to an TKI was confirmed in vivo. Conclusions: Our study is the first to show the derivation of primary cultures from RCC tumorgrafts, and to demonstrate the ability of primary RCC cultures to generate xenografts in mice. Our results suggest the feasibility of establishing large, well-annotated banks of RCC primary cultures for high-throughput drug screening in vitro and validation in vivo, providing a versatile platform together with xenografts and patient-derived precision-cut tissue slice tumorgrafts we developed previously for precilinical studies of RCC. Microarray analyses were performed to compare the gene expression profile of one of the primary cultures (case 7) to its parental tumor and tissue slice tumorgrafts in the study. Tissue slice grafts and parent tumors were preserved in Allprotect tissue reagent (Qiagen, Valencia, CA) at -20°C prior to RNA extraction using an AllPrep DNA/RNA/Protein Mini Kit (Qiagen, Valencia, CA). The quality of RNA was determined using an Agilent 2100 Bioanalyzer (Agilent Biotechnologies, Santa Clara, CA). Microarray hybridization was performed using Illumina Human HT-12 v4 Beadchips (Illumina Inc., San Diego, CA) according to the manufacturerâ??s directions. Expression data was rank invariant normalized using BeadStudio software (Illumina Inc.).
2016-07-03 | E-GEOD-47356 | biostudies-arrayexpress
Project description:Coronavirus disease 2019 (COVID-19) is the latest respiratory pandemic resulting from zoonotic transmission of severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2). Severe symptoms include viral pneumonia secondary to infection and inflammation of the lower respiratory tract, in some cases causing death. We developed primary human lung epithelial infection models to understand responses of proximal and distal lung epithelium to SARS-CoV-2 infection. Differentiated air-liquid interface cultures of proximal airway epithelium and 3D organoid cultures of alveolar epithelium were readily infected by SARS-CoV-2 leading to an epithelial cell-autonomous proinflammatory response. We validated the efficacy of selected candidate COVID-19 drugs confirming that Remdesivir strongly suppressed viral infection/replication. We provide a relevant platform for studying COVID-19 pathobiology and for rapid drug screening against SARS-CoV-2 and future emergent respiratory pathogens.
2020-11-06 | GSE155518 | GEO
Project description:Coronavirus disease 2019 (COVID-19) is the latest respiratory pandemic resulting from zoonotic transmission of severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2). Severe symptoms include viral pneumonia secondary to infection and inflammation of the lower respiratory tract, in some cases causing death. We developed primary human lung epithelial 5 infection models to understand responses of proximal and distal lung epithelium to SARS-CoV-2 infection. Differentiated air-liquid interface cultures of proximal airway epithelium and 3D organoid cultures of alveolar epithelium were readily infected by SARS-CoV-2 leading to an epithelial cell-autonomous proinflammatory response. We validated the efficacy of selected candidate COVID-19 drugs confirming that Remdesivir strongly suppressed viral 10 infection/replication. We provide a relevant platform for studying COVID-19 pathobiology and for rapid drug screening against SARS-CoV-2 and future emergent respiratory pathogens.
2020-11-06 | GSE160435 | GEO
Project description:Vehicle and sAPPalpha-treated hippocampal slice cultures
| PRJNA89959 | ENA
Project description:Purpose: The aim of this study was to create a patient-derived slice model by combining cryopreservation technique with precision-cut slice culture method and explore its effectivity of predicting anti-cancer drug sensitivity in vitro. Methods: We prepared 0.3 mm thick tissue slices by a microtome and maintain its cell viability by cryopreservation technique. Slices were cultured individually in the presence or absence of regorafenib (REG) for 72 hours. Alterations in morphology and gene expression were assessed by histological and genetic analysis. Overall viability was also analyzed in tissue slices by CCK-8 quantification assay and fluorescent staining. Tissue morphology and cell viability could be evaluated to quantify drug effects. Results: Histological and genetic analysis showed that no significant alterations in morphology and gene expression were induced by vitrification‑based cryopreservation. The viability of warmed HCC tissues was up to 90% of the fresh tissues. The viability and proliferation could be retained for at least four days in filter culture system. The positive drug responses in precision-cut slice culture in vitro were evaluated by tissue morphology and cell viability. Conclusion: In summary, the successful application of precision-cut HCC slice culture combining cryopreservation technique in a systematic drug screen demonstrates the feasibility and utility of slice culture method for drug response.
2022-01-21 | GSE194095 | GEO
Project description:Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive disease with limited and very often, ineffective medical and surgical therapeutic options. The treatment of patients with advanced unresectable PDAC is restricted to systemic chemotherapy, a therapeutic intervention to which most eventually develop resistance. Recently, nab-paclitaxel has been added to the arsenal of first line therapies, and the combination of gemcitabine and nab-paclitaxel has modestly prolonged median overall survival. However, patients almost invariably succumb to the disease, and little is known about the mechanisms underlying nab-paclitaxel (n-PTX) resistance. Using the conditionally reprogrammed (CR) cell approach, we established and verified continuously growing cell cultures from treatment-naive PDAC patients. To study the mechanisms of primary drug resistance, nab-paclitaxel-resistant (n-PTX-R) cells were generated from primary cultures and drug resistance was verified in vivo, both in zebrafish and in athymic nude mouse xenograft models. Molecular analyses identified the sustained induction of c-MYC in the nab-paclitaxel-resistant cells. Depletion of c-Myc restored nab-paclitaxel sensitivity, as did treatment with either the MEK inhibitor, trametinib, or a small molecule activator of protein phosphatase 2a (SMAP). Implications: The strategies we have devised, including the patient-derived primary cells and the unique drug resistant isogenic cells, are rapid and easily applied in vitro and in vivo platforms to better understand the mechanisms of drug resistance and for defining effective therapeutic options on a patient by patient basis
2019-05-31 | GSE131762 | GEO
Project description:Purpose: Authentic preclinical models of renal cell carcinoma (RCC) are lacking. We aimed to establish and characterize primary RCC cultures and demonstrate the feasibility of evaluating drug responses in vitro and in vivo. Materials and Methods: Previously published methodology, with minor modifications, was used to establish, cryopreserve, and serially passage RCC cells from nephrectomy and tumorgraft specimens. Cells were characterized for immuno- and molecular phenotype by immunochemistry, DNA sequencing and gene expression profiling. Tumorigenic potential was evaluated by implanting cells under the renal capsule of immunocompromised mice. The ability to monitor xenograft growth by magnetic resonance imaging (MRI) was investigated. Responses to a tyrosine kinase inhibitor (TKI) and an mTOR inhibitor were measured. Results: Primary cultures were successfully established from 11 clear cell and 1 chromophobe RCC, cryopreserved and serially passaged. Retention of immuno- and molecular phenotypes was demonstrated. Cultured cells formed xenografts in mice that could be measured by MRI. Patient-specific responses to drugs were observed in vitro and response to an TKI was confirmed in vivo. Conclusions: Our study is the first to show the derivation of primary cultures from RCC tumorgrafts, and to demonstrate the ability of primary RCC cultures to generate xenografts in mice. Our results suggest the feasibility of establishing large, well-annotated banks of RCC primary cultures for high-throughput drug screening in vitro and validation in vivo, providing a versatile platform together with xenografts and patient-derived precision-cut tissue slice tumorgrafts we developed previously for precilinical studies of RCC.
2016-01-01 | GSE47356 | GEO
Project description:Brain slice cultures offer advantages over other in vitro methods, as they mimic numerous in vivo aspects. For most purposes, slices of the developing brain, termed organotypic slice cultures , preserve a high degree of cellular differentiation and tissue organization. The entorhino-hippocampal connection (EHP) is the main entrance of information to the hippocampus proper and the dentate gyrus. Also it has some specific features that make them particularly interesting in studies of axonal regeneration: (i) the culture method obviates the need for extensive animal surgery and requires less time than other in vivo approaches; (ii) the EHP is reproduced easily in vitro in cultures with a degree of laminar specificity similar to that found in vivo; (iii) the EHP is myelinated both in vitro and in vivo; and (iv) most of the cellular and molecular barriers to axon regeneration are present after the axotomy of the EHP in vitro. Altogether this model is useful to evaluate axon regeneration and putative estrategies to promote axonal growth. Keywords: organotypic slice cultures; axonal lession; gene expression
2011-02-25 | GSE20528 | GEO