A patient derived xenograft repository capturing clinical and molecular heterogeneity of large B-cell lymphoma
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE314566 | GEO | 2026/03/05
REPOSITORIES: GEO
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Project description:Cellular immunotherapy using T cells engineered to express chimeric antigen receptors targeting CD19 (CART19) leads to long-term remission in patients with B-cell malignancies1-5. Unfortunately, a significant fraction of patients demonstrate primary resistance to CART19 or experience relapse after achieving remission. Beyond loss of target antigen, the molecular pathways governing CART19 failure are unknown. Here we demonstrate that death receptors, cell surface signaling molecules that induce target cell apoptosis, are key mediators of leukemic resistance and CART19 failure. Using a functional CRISPR/Cas9-based genome-wide knockout screen6 in B-cell acute lymphoblastic leukemia (ALL), we identified the death receptor signaling pathway as a central regulator of sensitivity to CART19-induced cell death. In the absence of the pro-apoptotic death receptor signaling molecules BID or FADD, ALL cells were resistant to CART19 cytotoxicity, resulting in rapid disease progression in mice. We found that this initial resistance to cytotoxicity led to persistence of tumor cells, which drove the development of T cell dysfunction that further compromised anti-tumor immunity and permitted tumor outgrowth. We validated these findings using clinical samples collected from patients with ALL treated with CD19-targeted CAR T cells and found that expression of pro-apoptotic death receptor pathway genes in pre-treatment tumor samples correlated with CAR T cell expansion and persistence, as well as patient response and overall survival. Our findings indicate that tumor-intrinsic death receptor signaling directly contributes to CAR T cell failure.
2020-02-17 | GSE130819 | GEO
Project description:Cellular immunotherapy using T cells engineered to express chimeric antigen receptors targeting CD19 (CART19) leads to long-term remission in patients with B-cell malignancies1-5. Unfortunately, a significant fraction of patients demonstrate primary resistance to CART19 or experience relapse after achieving remission. Beyond loss of target antigen, the molecular pathways governing CART19 failure are unknown. Here we demonstrate that death receptors, cell surface signaling molecules that induce target cell apoptosis, are key mediators of leukemic resistance and CART19 failure. Using a functional CRISPR/Cas9-based genome-wide knockout screen6 in B-cell acute lymphoblastic leukemia (ALL), we identified the death receptor signaling pathway as a central regulator of sensitivity to CART19-induced cell death. In the absence of the pro-apoptotic death receptor signaling molecules BID or FADD, ALL cells were resistant to CART19 cytotoxicity, resulting in rapid disease progression in mice. We found that this initial resistance to cytotoxicity led to persistence of tumor cells, which drove the development of T cell dysfunction that further compromised anti-tumor immunity and permitted tumor outgrowth. We validated these findings using clinical samples collected from patients with ALL treated with CD19-targeted CAR T cells and found that expression of pro-apoptotic death receptor pathway genes in pre-treatment tumor samples correlated with CAR T cell expansion and persistence, as well as patient response and overall survival. Our findings indicate that tumor-intrinsic death receptor signaling directly contributes to CAR T cell failure.
2020-02-17 | GSE130818 | GEO
Project description:Cellular immunotherapy using T cells engineered to express chimeric antigen receptors targeting CD19 (CART19) leads to long-term remission in patients with B-cell malignancies1-5. Unfortunately, a significant fraction of patients demonstrate primary resistance to CART19 or experience relapse after achieving remission. Beyond loss of target antigen, the molecular pathways governing CART19 failure are unknown. Here we demonstrate that death receptors, cell surface signaling molecules that induce target cell apoptosis, are key mediators of leukemic resistance and CART19 failure. Using a functional CRISPR/Cas9-based genome-wide knockout screen6 in B-cell acute lymphoblastic leukemia (ALL), we identified the death receptor signaling pathway as a central regulator of sensitivity to CART19-induced cell death. In the absence of the pro-apoptotic death receptor signaling molecules BID or FADD, ALL cells were resistant to CART19 cytotoxicity, resulting in rapid disease progression in mice. We found that this initial resistance to cytotoxicity led to persistence of tumor cells, which drove the development of T cell dysfunction that further compromised anti-tumor immunity and permitted tumor outgrowth. We validated these findings using clinical samples collected from patients with ALL treated with CD19-targeted CAR T cells and found that expression of pro-apoptotic death receptor pathway genes in pre-treatment tumor samples correlated with CAR T cell expansion and persistence, as well as patient response and overall survival. Our findings indicate that tumor-intrinsic death receptor signaling directly contributes to CAR T cell failure.
2020-02-17 | GSE130817 | GEO
Project description:TP-0903 was obtained from Tolero Pharmaceuticals. CART19 cells from five biological replicates were thawed and stimulated with irradiated Jeko-1 cells (120 Gy) for 5 days. Jeko-1 is a human mantle cell lymphoma cell line that expresses the CD19 antigen (ATCC). Each sample was treated with either 30 nM TP0903 (treated condition) or DMSO (untreated control). CART19 were isolated to a purity of 100% using CD19 microbeads (Miltenyi). RNA was isolated from the CART19 using QIAGEN RNeasy Plus Mini Kit (Cat. No. 74134). RNA was further treated with DNase I and purified using Zymo Research RNA Clean & Concentrator (Cat. No. R1015).
2023-10-04 | GSE199257 | GEO
Project description:End-stage breast cancers are clonally heterogeneous and harbor many poorly-understood treatment resistance mechanisms. We therefore established multiple Patient-Derived-Xenograft (PDX) models to study genomic events driving advanced disease. Comparative whole-genome sequencing of paired primary tumors and their PDX models demonstrated that PDX retain the vast majority of the structural variations and copy number aberrations seen within the originating tumor, and with high fidelity. Variant allele fractions (VAF) were preserved, even for rare mutations. Clonal representation is therefore a transplantable phenotype, indicating that genomic heterogeneity can be regulated in a tumor-autonomous mechanism, indifferent to host immune status. Mutations and gene rearrangements were documented in the ESR1 gene in three of five sequenced luminal PDX/progenitor tumor pairs (amplification, point mutation and translocation), and were associated with clinical endocrine response phenotypes, differential PDX estradiol responsiveness and all induced estradiol-independent growth in standard cell lines. PDX models are therefore a significant new tool for fundamental studies on the molecular basis for resistance to endocrine treatment in advanced breast cancer. reference x sample
2013-12-22 | E-GEOD-46604 | biostudies-arrayexpress
Project description:Chimeric antigen receptor (CAR) T-cells directed against CD19 (CART19) are effective in relapsed/refractory (R/R) B-cell malignancies. Not all patients show treatment efficacy, but little is known about the molecular factors predicting clinical outcome of CART19 therapy. Our objective was to determine the effect of epigenetic changes in CART19 cells on the clinical course of B-cell malignancy patients treated with adoptive therapy. We report a case series of B-cell malignancy patients (68 males (M) and 46 females (F); median age of 24 years (range 3-70 years)), comprising 77 acute lymphoblastic leukemia (ALL) cases and 37 non-Hodgkin lymphoma (NHL) cases, who were treated with CART19 cells. Using a DNA methylation microarray, we determined the epigenomic changes that occur in the patient T-cells upon transduction of the CAR vector. We identified 984 genomic sites with differential DNA methylation between CAR-untransduced (UT) and CAR-transduced (TD) T-cells before infusion into the patient. 18 of these distinct epigenetic loci were significantly associated with complete response (CR). Using the sites linked to CR, the EPICART signature was established, which was associated with enhanced overall survival (OS).
2021-08-23 | GSE179414 | GEO
Project description:Engraftment of primary pancreas ductal adenocarcinomas (PDAC) in mice to generate patient derived xenograft (PDX) models is a promising platform to for biological and therapeutic studies in this disease. However, these models are still incompletely characterized. Here, we measured the impact of the murine environment on the gene expression of the engrafted human tumoral cells. We have analyzed gene expression profiles from 35 new PDX models and compared them with previously published microarray data from PDAC and hepatocellular carcinoma (HCC). Our results showed that PDX models derived from PDAC, or HCC, were clearly different to the cell lines derived from the same cancer tissues. Indeed, PDAC- and HCC-derived cell lines are indistinguishable one from the other based in their gene expression profiles. In contrast, the transcriptomes of PDAC and HCC PDX models are clearly different and more similar to their original tumor than to PDX models from the other tumor type. Interestingly, the main differences between pancreatic PDX models and human PDAC is the expression of genes involved in pathways related with extracellular matrix interactions and cell cycle regulation likely reflecting the adaptations of the tumors to the new environment. Furthermore, most of these differences are detected in the first passages after the tumor engraftment, indicating early phases of the adaptation process. In conclusion, different from conventional cancer cell lines, PDX models of PDAC retain similar gene expression profiles of PDAC. Expression changes are mainly related to genes involved in stromal pathways likely reflecting the adaptation to new environments. We also provide evidence of the stability of gene expression patterns over subsequent passages. We have analyzed gene expression profiles from 35 new PDX models and compared them with previously published in GEO microarray data. We used PDX models, primary tumors and cell lines from PDAC and hepatocellular carcinoma. All these public data were re-process in order to compare with our 35 samples
2014-04-22 | E-GEOD-51798 | biostudies-arrayexpress
Project description:Purpose: Identifying therapeutic targets for Signet Ring Cell Carcinoma (SRCC) of the colon and rectum is a clinical challenge due to the lack of Patient-Derived Organoids (PDO) or Xenografts (PDX). We present a robust method to establish PDO and PDX models to address this unmet need. We demonstrate that these models identify novel therapeutic strategies targeting therapy resistance and peritoneal metastasis. Experimental Design: We derived nine PDO and PDX models from colorectal SRCC patients. Detailed histopathological characterization confirmed the fidelity of these models to the original tumors. Drug sensitivity assays were conducted in vitro and in vivo to assess therapeutic efficacy and impact on peritoneal metastasis. An RNA-seq analysis was performed to identify critical pathways contributing to therapy resistance and metastatic progression. Results: We successfully developed and characterized PDO and PDX models from nine SRCC patients. The SRCC PDO and PDX models exhibited histopathological features consistent with the original tumors, including high mucin content and eccentric nuclei. They demonstrated increased sensitivity to FOLFIRI combined with paclitaxel or vincristine, reducing peritoneal metastasis. RNA-seq analysis revealed the upregulation of autophagy genes in SRCC. Treatment with chloroquine alone resulted in decreased tumor growth and peritoneal metastasis. Conclusions: Our study establishes PDO and PDX models as robust platforms for studying SRCC and identifying potential therapeutic strategies. Combining FOLFIRI with paclitaxel/ vincristine or chloroquine alone inhibits tumor growth and prevents peritoneal metastasis, showing promise for clinical translation. These findings suggest that combining FOLFIRI with IP paclitaxel warrants further investigation in Phase I clinical trials for SRCC patients. These model systems offer a valuable tool to uncover new treatments for these aggressive and therapy-resistant tumors.
2025-01-22 | GSE279979 | GEO
Project description:In Taiwan, oral cancer has been the fourth leading cause of cancer-related deaths in men for at least a decade. Clinical statistics show that approximately 95% of all oral cancer cases are oral cavity squamous cell carcinoma (OSCC). Patients diagnosed with advanced-stage OSCC often present with cervical lymphatic or distant metastasis of cancer cells. The metastasis of OSCC results in a high mortality rate of the disease, indicating that the identification of proteins involved in the progression and/or metastasis of OSCC is important to develop novel strategies for OSCC treatments. To this end, five patient-derived xenograft (PDX) mouse models of OSCC have been established for understanding OSCC microenvironment and progression. Using isobaric tags for relative and absolute quantitation (iTRAQ)-based mass spectrometry, proteins in the tumor tissues of five OSCC patients and five PDX mouse models have been quantitatively profiled. Furthermore, we have determined gene expression profiles of the cancer tissues from four OSCC patients and four PDX mice using the RNA-Seq analyses. Candidate proteins consistently dysregulated in tumor tissues of primary OSCC and PDX mouse models would be selected for further evaluation as potential progression-related proteins and therapeutic targets of OSCC.
2025-05-06 | PXD046930 | Pride
Project description:The therapeutic landscape of melanoma is rapidly changing. While targeted inhibitors yield significant responses, their clinical benefit is often limited by the early onset of drug resistance. This motivates the pursuit to establish more durable clinical responses, by developing combinatorial therapies. But while potential new combinatorial targets steadily increase in numbers, they cannot possibly all be tested in patients. Similarly, while genetically engineered mouse melanoma models have great merit, they do not capture the enormous genetic diversity and heterogeneity typical in human melanoma. Furthermore, whereas in vitro studies have many advantages, they lack the presence of micro-environmental factors, which can have a profound impact on tumor progression and therapy response. This prompted us to develop an in vivo model for human melanoma that allows for studying the dynamics of tumor progression and drug response, with concurrent evaluation and optimization of new treatment regimens. Here, we present a collection of patient-derived xenografts (PDX), derived from BRAFV600E, NRASQ61 or BRAFWT/NRASWT melanoma metastases. The BRAFV600E PDX melanomas were acquired both prior to treatment with the BRAF inhibitor vemurafenib and after resistance had occurred, including six matched pairs. We find that PDX resemble their human donors’ melanomas regarding biomarkers, chromosomal aberrations, RNA expression profiles, mutational spectrum and targeted drug resistance patterns. Mutations, previously identified to cause resistance to BRAF inhibitors, are captured in PDX derived from resistant melanomThis melanoma PDX platform represents a comprehensive public resource to study both fundamental and translational aspects of melanoma progression and treatment in a physiologically relevant setting.
2016-05-27 | GSE73737 | GEO