Computational and Systems Oncology · 2021 · 16 citations · 16 references
MedicineImmunologyOncologyNeuro-oncologyTumor ImmunologyTumor MicroenvironmentBrain TumorsCancer ImmunotherapyGlioblastomaPediatric Brain TumorsTumor Immune MicroenvironmentTumor-infiltrating LymphocytesGlioblastoma ImmunologyGlioblastoma ImmunotherapyGlioblastoma Tumor MicroenvironmentImmune Infiltration Prognostic SignaturesImmunosuppressive MicroenvironmentPediatric High-grade GliomaPeripheral Immune Cell InfiltrationTumor Immune Cell Infiltration
Immunotherapy for cancer has moved from pre-clinical hypothesis to successful clinical application in the past 15 years. However, not all cancers have shown response rates in clinical trials for these new agents, high-grade gliomas in particular have proved exceedingly refractory to immunotherapy. In adult patients, there has been much investigation into these failures, and researchers have concluded that an immunosuppressive microenvironment combined with low mutational burden render adult glioblastomas "immune cold". Pediatric cancer patients develop gliomas at a higher rate per malignancy than adults, and their brain tumors bear even fewer mutations. These tumors can also develop in more diverse locations in the brain, beyond the cerebral hemispheres seen in adults, including in the brainstem where critical motor functions are controlled. While adult brain tumor immune infiltration has been extensively profiled from surgical resections, this is not possible for brainstem tumors which can only be sampled at autopsy. Given these limitations, there is a dearth of information on immune cells and their therapeutic and prognostic impact in pediatric high-grade gliomas (pHGGs), including hemispheric tumors in addition to brainstem. In this report we use computational methods to examine immune infiltrate in pHGGs and discover distinct immune patterns between hemispheric and brainstem tumors. In hemispheric tumors, we find positive prognostic associations for regulatory T-cells, memory B-cells, eosinophils, and dendritic cells, but not in brainstem tumors. These differences suggest that immunotherapeutic approaches must be cognizant of pHGG tumor location and tailored for optimum efficacy.
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Robust enumeration of cell subsets from tissue expression profiles
Aaron M. Newman, Chih Long Liu, Michael R. Green et al. · Nature Methods · 2015 · 14.1K citations · Full text
Profiling Tumor Infiltrating Immune Cells with CIBERSORT
Binbin Chen, Michael S. Khodadoust, Chih Long Liu et al. · Methods in molecular biology · 2018 · 4.2K citations · Full text
Medicine, Immunology, Oncology +12
Potent antitumor efficacy of anti-GD2 CAR T cells in H3-K27M+ diffuse midline gliomas
Christopher Mount, Robbie G. Majzner, Shree Sundaresh et al. · Nature Medicine · 2018 · 493 citations · Full text
Medicine, Cancer Biology, Oncology +10