RNA-seq analysis of mouse NSCLC tissues in the PBS, Taraxasterol (Tara), DC tumor vaccine and Taraxasterol combined with DC tumor vaccine group
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PROVIDER: PRJNA1029026 | ENA |
REPOSITORIES: ENA
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Project description:Purpose:gene discrepancy analysis and signaling pathway of tumor tissues in the PBS, Taraxasterol, DC tumor vaccine and Taraxasterol combined with DC tumor vaccine group
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Project description:The metastatic form of Melanoma has a reported ten-year survival rate of approximately 15%. Clinical trials have shown modest success in a subset of patients. Particularly, combinational therapy using checkpoint blockade has shown the most success, but many patients do not respond. The patients that do respond to treatments often have a pre-existing antitumor immunity. To generate an optimal anti-tumor immune response, we have previously created a dendritic cell (DC) based adenovirus vaccine targeted against three common melanoma associated antigens: Tyrosinase, MART-1, and MAGE-A6 (TMM2). The vaccine was used in a Phase 1 clinical trial (NCT01622933) , where 35 patients were enrolled. Immature DC (iDC) were generated from patient monocytes (GM-CSF + IL-4), matured (mDC) using IFNG + LPS, and transduced with the adenovirus vaccine (AdVTMM2 DC). Patients received three intradermal injections of the vaccine over the course of one month. Human genome RNA microarray was used to analyze the gene expression profiles of the DC vaccine for each patient.
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Project description:The paper describes a model of antitumor vaccine therapy.
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This model is described in the article:
A Mathematical Model of the Enhancement of Tumor Vaccine Efficacy by Immunotherapy
Shelby Wilson and Doron Levy
Bull Math Biol. 2012 July ; 74(7)
Abstract:
TGF-β is an immunoregulatory protein that contributes to inadequate antitumor immune responses in cancer patients. Recent experimental data suggests that TGF-β inhibition alone, provides few clinical benefits, yet it can significantly amplify the anti-tumor immune response when combined with a tumor vaccine. We develop a mathematical model in order to gain insight into the cooperative interaction between anti-TGF-β and vaccine treatments. The mathematical model follows the dynamics of the tumor size, TGF-β concentration, activated cytotoxic effector cells, and regulatory T cells. Using numerical simulations and stability analysis, we study the following scenarios: a control case of no treatment, anti-TGF-β treatment, vaccine treatment, and combined anti-TGF-β vaccine treatments. We show that our model is capable of capturing the observed experimental results, and hence can be potentially used in designing future experiments involving this approach to immunotherapy.
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2024-09-02 | BIOMD0000000791 | BioModels
Project description:Investigating the tumor immune microenvironment and tumor cell proliferation in the vaccine group, which could reflefct the effect of vaccine.
2024-10-20 | GSE279478 | GEO
Project description:Background. Dendritic cell (DC)-based neoantigen vaccination holds potential as a safe and effective adjuvant therapy for patients with early-stage, resectable NSCLC. DCs have the unique ability to elicit robust antitumoral T-cell responses, while neoantigens are ideal targets to elicit high-affinity T cell responses with excellent tumor specificity. Here, we present the results of a phase I clinical trial in which a novel DC vaccine targeting neoantigens was evaluated in six patients with early stage, resected NSCLC. Methods. Autologous monocyte-derived DCs loaded with neoantigens (Neo-mDCs) were manufactured according to a 4-day protocol. Neo-mDCs were injected intravenously following an intrapatient dose escalation scheme. Primary endpoint of the trial was safety. Secondary endpoints were feasibility, immunogenicity, and relapse-free survival. Results. Vaccine manufacturing was feasible in 6 of 10 patients. Toxicity was limited to grade 1-2 adverse events. Systemic T cell responses were observed in 5 out of 6 vaccinated patients and were dominated by CD8+ T cells, which could be detected ex vivo at high frequencies >1.5 years after the last dose. Furthermore, single cell analysis indicated that the CD8+ T cell responsive population was polyclonal and exhibited the near entire spectrum of T cell differentiation states, including a naïve-like state associated with long lasting memory, but excluding exhausted cell states. Three of six vaccinated patients experienced disease relapse.Conclusion. Neo-mDC vaccination is safe, feasible and induces polyclonal populations of neoantigen-specific T-cell responses containing long lasting memory and effector cells in early-stage NSCLC patients, suggesting clinical potential.
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