Summary
Personalized tumor immunotherapy - vaccines and T cell therapies - requires the selection of few immunogenic epitopes recognized by tumor-reactive T cell receptors (TCRs) from thousands of potential tumor antigens in each tumor. This selection is a huge challenge, particularly in brain tumors, where access to tumor tissue is limited and tumor-infiltrating T cells (TILs) are sparse. CENTRIC-BRAIN will reverse this epitope-centric approach by directly harnessing tumor-reactive orphan TCRs from TILs for personalized brain tumor immunotherapy. Using human brain tumor tissue we have developed and experimentally validated predicTCR, a novel approach using machine learning and explainable AI to derive a classifier that predicts tumor-reactivity of such orphan TCRs based on the expression of signature genes with > 90% accuracy across multiple tumour entities. CENTRIC-BRAIN will employ predicTCR to develop a personalized adoptive cell therapy using transgenic T cells with tumor-specific TCRs and improved function.
CENTRIC-BRAIN hypothesizes that the signature genes underlying predicTCR determine the phenotypic and functional properties of tumor-reactive T cells and that predicted tumor-reactive orphan TCRs can be employed for adoptive therapy with personalized TCR-transgenic T cells.
Aim 1 will refine predicTCR by characterizing the transcriptional programs and spatial distribution of tumor-reactive T cells in human brain tumor samples. Aim 2 will define the functional relevance of transcriptional programs for tumor-reactive T cells in syngeneic humanized and patient-derived xenograft brain tumor models. Aim 3 will validate the predicted tumor-reactive orphan TCRs by adoptive transfer of T cells genetically engineered to express predicted tumor-reactive TCRs.
CENTRIC-BRAIN will thus revolutionize precise and efficient implementation of personalized adoptive cell therapy for brain tumors using T cells expressing tumor-reactive patient-derived orphan TCRs.
CENTRIC-BRAIN hypothesizes that the signature genes underlying predicTCR determine the phenotypic and functional properties of tumor-reactive T cells and that predicted tumor-reactive orphan TCRs can be employed for adoptive therapy with personalized TCR-transgenic T cells.
Aim 1 will refine predicTCR by characterizing the transcriptional programs and spatial distribution of tumor-reactive T cells in human brain tumor samples. Aim 2 will define the functional relevance of transcriptional programs for tumor-reactive T cells in syngeneic humanized and patient-derived xenograft brain tumor models. Aim 3 will validate the predicted tumor-reactive orphan TCRs by adoptive transfer of T cells genetically engineered to express predicted tumor-reactive TCRs.
CENTRIC-BRAIN will thus revolutionize precise and efficient implementation of personalized adoptive cell therapy for brain tumors using T cells expressing tumor-reactive patient-derived orphan TCRs.
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More information & hyperlinks
| Web resources: | https://cordis.europa.eu/project/id/101141901 |
| Start date: | 01-10-2024 |
| End date: | 30-09-2029 |
| Total budget - Public funding: | 2 499 861,00 Euro - 2 499 861,00 Euro |
Cordis data
Original description
Personalized tumor immunotherapy - vaccines and T cell therapies - requires the selection of few immunogenic epitopes recognized by tumor-reactive T cell receptors (TCRs) from thousands of potential tumor antigens in each tumor. This selection is a huge challenge, particularly in brain tumors, where access to tumor tissue is limited and tumor-infiltrating T cells (TILs) are sparse. CENTRIC-BRAIN will reverse this epitope-centric approach by directly harnessing tumor-reactive orphan TCRs from TILs for personalized brain tumor immunotherapy. Using human brain tumor tissue we have developed and experimentally validated predicTCR, a novel approach using machine learning and explainable AI to derive a classifier that predicts tumor-reactivity of such orphan TCRs based on the expression of signature genes with > 90% accuracy across multiple tumour entities. CENTRIC-BRAIN will employ predicTCR to develop a personalized adoptive cell therapy using transgenic T cells with tumor-specific TCRs and improved function.CENTRIC-BRAIN hypothesizes that the signature genes underlying predicTCR determine the phenotypic and functional properties of tumor-reactive T cells and that predicted tumor-reactive orphan TCRs can be employed for adoptive therapy with personalized TCR-transgenic T cells.
Aim 1 will refine predicTCR by characterizing the transcriptional programs and spatial distribution of tumor-reactive T cells in human brain tumor samples. Aim 2 will define the functional relevance of transcriptional programs for tumor-reactive T cells in syngeneic humanized and patient-derived xenograft brain tumor models. Aim 3 will validate the predicted tumor-reactive orphan TCRs by adoptive transfer of T cells genetically engineered to express predicted tumor-reactive TCRs.
CENTRIC-BRAIN will thus revolutionize precise and efficient implementation of personalized adoptive cell therapy for brain tumors using T cells expressing tumor-reactive patient-derived orphan TCRs.
Status
SIGNEDCall topic
ERC-2023-ADGUpdate Date
30-10-2025
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