Systematic identification of tumor-intrinsic resistance mechanisms and combinatorial therapy targets for immunotherapy
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE137824 | GEO | 2022/08/31
REPOSITORIES: GEO
Similar Datasets
Project description:The cellular processes that govern tumor resistance to immunotherapy remain poorly understood. To gain insight into these processes, we perform a genome-scale CRISPR activation screen for genes that enable human melanoma cells to evade cytotoxic T cell killing. Overexpression of four top candidate genes (CD274 (PD-L1), MCL1, JUNB, and B3GNT2) confer resistance in diverse cancer cell types and mouse xenografts. By investigating the resistance mechanisms, we find that MCL1 and JUNB modulate the mitochondrial apoptosis pathway. JUNB encodes a transcription factor that downregulates FasL and TRAIL receptors, upregulates the MCL1 relative BCL2A1, and activates the NF-B pathway. B3GNT2 encodes a poly-N-acetyllactosamine synthase that targets >10 ligands and receptors to disrupt interactions between tumor and T cells and reduce T cell activation. Inhibition of candidate genes sensitize tumor models to T cell cytotoxicity. Our results demonstrate that systematic gain-of-function screening can elucidate resistance pathways and identify potential targets for cancer immunotherapy.
2022-02-09 | PXD031532 | Pride
Project description:Despite approval of immunotherapy for a wide range of cancers, the majority of patients fail to respond to immunotherapy or relapse following initial response. These failures may be attributed to immunosuppressive mechanisms co-opted by tumor cells. However, it is challenging to utilize conventional methods to systematically evaluate the potential of tumor intrinsic factors to act as immune regulators in cancer patients. To identify immunosuppressive mechanisms in non-responders to cancer immunotherapy in an unbiased manner, we performed genome-wide CRISPR immune screens and integrated our results with multi-omics clinical data to evaluate the role of tumor intrinsic factors in regulating two rate-limiting steps of cancer immunotherapy, namely T cell tumor infiltration and T cell-mediated tumor killing.Our studies revealed two distinct types of immune resistance regulators and demonstrated their potential as therapeutic targets to improve the efficacy of immunotherapy. Among them, PRMT1 and RIPK1 were identified as a dual immune resistance regulator and a cytotoxicity resistance regulator, respectively. Although the magnitude varied between different types of immunotherapy, genetically targeting PRMT1 and RIPK1 sensitized tumors to T-cell killing and anti-PD-1/OX40 treatment. Interestingly, a RIPK1-specific inhibitor enhanced the antitumor activity of T cell-based and anti-OX40 therapy, despite limited impact on T cell tumor infiltration. Collectively, the data provides a rich resource of novel targets for rational immuno-oncology combinations.
2021-02-24 | GSE161496 | GEO
Project description:Prostate cancer is the second leading cause of cancer-related death among American men. Prostate tumor cells exhibit significant tropism for the bone and once metastasis occurs, survival rates fall significantly. Current treatment options are not curative and focus on symptom management. Immunotherapies are rapidly emerging as a possible therapeutic option for a variety of cancers including prostate cancer, however, variable patient response remains a concern. Chemotherapies, like cabozantinib, can have immune-priming effects which sensitize tumors to immunotherapies. Additionally, lower doses of chemotherapy can be used in this context which can reduce patient side effects. We hypothesized that a combination of chemotherapy (cabozantinib) and immunotherapy (Interleukin-27 (IL-27)) could be used to treat bone-metastatic prostate cancer and exert pro-osteogenic effects. IL-27 is a multi-functional cytokine, which promotes immune cell recruitment to tumors, while also promoting bone repair. To test this hypothesis, in vivo experiments were performed where syngeneic C57BL/6J mice were implanted intratibially with TRAMP-C2ras-Luc cells that are able to form tumors in bone. Immunotherapy was administered in the form of intramuscular gene therapy, delivering plasmid DNA encoding a reporter gene (Lucia), and/or a therapeutic gene (IL-27). Sonoporation was used to aid gene delivery. Following immunotherapy, the animals received either cabozantinib or a vehicle control by oral gavage. Bioluminescence imaging was used to monitor tumor size over time. Combinatorial therapy inhibited tumor growth and improved survival. Further, RNA sequencing was used to investigate the mechanisms involved. Microcomputed tomography and differentiation assays indicated that the combination therapy improved bone quality by enhancing osteoblast differentiation and inhibiting osteoclast differentiation. Our conclusion is that a chemo-immunotherapy approach such as the one examined in this work has potential to emerge as a novel therapeutic strategy for treating bone-metastatic prostate cancer. This approach will enable a significant reduction in chemotherapy-associated toxicity, enhance sensitivity to immunotherapy, and improve bone quality.
2023-10-25 | GSE241862 | GEO
Project description:Platinum-based chemotherapies are widely used anti-cancer drugs. Tumor resistance to platinum compounds is a major determinant of patient survival, including in high grade serous ovarian cancer (HGSOC). To understand mechanisms of platinum resistance and identify potential therapeutic targets in resistant HGSOC, we generated a comprehensive, reproducible data resource comprised of dynamic (+/-carboplatin) proteomic/posttranslational modification and RNASeq profiles from HGSOC intra-patient cell line pairs derived from 3 patients before and after acquiring platinum resistance. The molecular profiles revealed extensive responses to carboplatin and differential responses between sensitive and resistant cells. Higher oxidative phosphorylation and fatty acid oxidation (FAO) pathway expression were observed in the platinum-resistant cells, which was further validated in patient-derived xenograft (PDX) models. We show that both pharmacologic inhibition and CRISPR knockout of CPT1A, which represents a rate limiting step of FAO, sensitize HGSOC cells to platinum. Thus, FAO is a candidate therapeutic target to overcome platinum resistance.
2022-01-04 | GSE163152 | GEO
Project description:Evading immune destruction is a hallmark of cancer and a key feature for the resistance to cancer immunotherapy. Genetic alterations can directly influence the nature of cancer cells in the native tumor microenvironment to mediate immune escape. Our genome-scale in vivo CRISPR screens robustly identified multiple regulators of tumor-intrinsic factors that alter the ability of cells to grow as tumors across different levels of immunocompetence. As a convergent hit from these screens, Prkar1a mutant cells are able to robustly outgrow as tumors in fully immunocompetent hosts. Functional interrogation showed that Prkar1a loss greatly altered the transcriptome and proteome involved in inflammatory and immune responses as well as extracellular protein production. Single cell transcriptomic profiling and flow cytometry analysis mapped the tumor microenvironment of Prkar1a mutant tumors, and revealed the transcriptomic alterations in host myeloid cells. Taken together, tumor-intrinsic mutations in Prkar1a led to drastic alterations in the genetic program of cancer cells, thereby remodeling the tumor microenvironment.
2020-05-26 | PXD011837 | Pride
Project description:Tumor cells attract and dynamically interact with monocytes/macrophages to subvert their differentiation into tumor associated macrophages (TAMs), which mainly promote immunosuppression and neoplastic progression, but the pathways and microenvironmental cues governing their protumoral deviation are not completely understood. Thus, identifying molecular pathways responsible for TAM differentiation may provide new therapeutic targets to improve the efficacy of immunotherapy of cancer.
2021-08-09 | GSE171277 | GEO
Project description:Anti-PD-1 immunotherapy has been established to be greatly effective in melanoma treatment, but the low response rate and occurrence of treatment resistance significantly hinder its efficacy. Recent studies have demonstrated that IFN-γ secreted by tumor-infiltrating CD8+T cells suppresses the expression of Xc- system to induce ferroptosis of tumor cells. However, whether the escape of tumor cells from ferroptosis facilitates the resistance to immunotherapy and the upstream regulatory mechanism remain elusive. MiRNAs participate in ferroptosis execution and can be delivered systemically by nanoparticle or alternative carriers, through which obvious therapeutic effect on cancer has been obtained. Herein, through RNA sequencing, we first obtained miRNAs expression profile of melanoma cells in IFN-γ-potentiated ferroptosis.
2022-06-29 | GSE186497 | GEO
Project description:Tumor cells attract and dynamically interact with monocytes/macrophages, one of the more abundant cell types in the tumor microenvironment, to subvert their differentiation into tumor associated macrophages (TAMs), which mainly promote immunosuppression and neoplastic progression, but the mechanisms governing their protumoral activity are not completely understood. Thus, identifying molecular pathways promoted by macrophages that could be responsible for immune evasion and tumor malignicity may provide new therapeutic targets to improve the efficacy of immunotherapy of cancer.
2023-12-11 | GSE242674 | GEO
Project description:Trastuzumab (Herceptin™), a humanized monoclonal antibody targeting the extracellular domain of human epidermal growth factor receptor-2 (HER2), is one of the most successful examples of targeted therapies for HER2-positive breast cancer. However, drug resistance remains daunting challenges. New combinatorial regimen of CDK4/6 inhibitors plus trastuzumab is currently under active clinical investigations. In this study, we seek to prospectively model the in vivo response to CDK4/6 inhibitor Palbociclib (Pal) plus trastuzumab (Ab) using transgenic Her2/Neu mouse model in parallel with the current clinical trial scenario. We performed single cell RNA-seqencing (Drop-seq) to profile and compare tumor cells and infiltrated immune cells derived from control, Ab+Pal sensitive/residual (APS) and resistant/progressive (APR) tumors. We revealed that although Ab+Pal treatment enhanced antigen processing, presentation and interferon signaling on tumor cells, a distinct immunosuppressive immature myeloid cells (IMCs) infiltrated in the resistant tumor microenvironment to promote resistant phenotype. Based on single cell gene set enrichment analysis (profiling) guided drug screening, we identified and evaluated a combinatorial immunotherapy regimen. We found that combinatorial immunotherapy with receptor tyrosine kinase inhibitor Cabozantinib and immune checkpoint blockades overcome Ab+Pal resistance by inhibiting IMCs and enhancing anti-tumor immunity. Moreover, our rationally designed sequential combinatorial regimens enabled durable response and sustained controlling of the emergence of acquired resistance, thus significantly improved outcomes of rapidly evolving Her2/Neu positive breast cancers. Our results implicate that single-cell RNA sequencing profiling guided combinatorial immunotherapy as a strategy to mitigate the emergence of resistance and to achieve long-term therapeutic benefit merits clinical translation.
2019-06-19 | GSE122336 | GEO
Project description:Immunotherapy has transformed cancer treatment. However, current immunotherapy modalities face many limitations. Here, we developed a new form of immunotherapy that elicits anti-tumor immunity through multiplexed activation of endogenous genes. We leveraged the CRISPR activation (CRISPRa) system to directly augment the in situ expression of endogenous genes, and thereby the presentation of tumor antigens, leading to dramatic anti-tumor immune responses. Deploying this as a cell-based vaccination strategy showed efficacy in both prophylactic and therapeutic settings. Intratumoral adeno-associated virus delivery of CRISPRa libraries elicited strong anti-tumor immunity across multiple cancer types. Precision targeting of mutated gene sets eradicated a large fraction of established tumors at both local and distant sites. This treatment modality led to alterations of the tumor microenvironment, marked by enhanced T cell infiltration and anti-tumor immune signatures. Multiplexed endogenous gene activation may serve as a versatile and highly scalable strategy to elicit potent immune responses against cancer.
2020-04-14 | GSE133983 | GEO