Salatino, Roberto

Tumor evolution is driven by genetic variation; however, it is the tumor microenvironment (TME) that provides the selective pressure contributing to evolution in cancer. Despite high histopathological heterogeneity within glioblastoma (GBM), the most aggressive brain tumor, the interactions between the genetically distinct GBM cells and the surrounding TME are not fully understood. To address this, we analyzed matched primary and recurrent GBM archival tumor tissues with imaging-based techniques aimed to simultaneously evaluate tumor tissues for the presence of hypoxic, angiogenic, and inflammatory niches, extracellular matrix (ECM) organization, TERT promoter mutational status, and several oncogenic amplifications on the same slide and location. We found that the relationships between genetic and TME diversity are different in primary and matched recurrent tumors. Interestingly, the texture of the ECM, identified by label-free reflectance imaging, was predictive of single-cell genetic traits present in the tissue. Moreover, reflectance of ECM revealed structured organization of the perivascular niche in recurrent GBM, enriched in immunosuppressive macrophages. Single-cell spatial transcriptomics further confirmed the presence of the niche-specific macrophage populations and identified interactions between endothelial cells, perivascular fibroblasts, and immunosuppressive macrophages. Our results underscore the importance of GBM tissue organization in tumor evolution and highlight genetic and spatial dependencies.

Abstract Genetic variation can be considered a driver of somatic evolution in glioblastoma (GBM); however, the tumor microenvironment (TME) is a key contributor to the selection process and evolutionary potential of cancer cells. Although diverse ecosystems exist in GBM which impact tumor cell fitness and characterize an aggressive pathophysiology, little is known about how genetically distinct subpopulations of GBM cells interact with the surrounding TME. Therefore, we sought to investigate how the varying clonal genotypes of GBM cells are influenced by different types of selective pressures within the TME. Our imaging-based strategy is centered around Specific-to-Allele PCR Florescence In Situ Hybridization (STAR-FISH), an in situ PCR based probe hybridization method for detection of point mutations and copy number variations at the single-cell level. Using STAR-FISH to illuminate the spatial distribution of clones with mutations in the TERT promoter, we integrated multicolor immunofluorescent staining, DNA-FISH, reflectance imaging, and computational cellular analysis methods to achieve highly-multiplexed single cell spatial profiling of intact GBM specimens. With this strategy we are able to simultaneously evaluate tumor tissues for the presence of hypoxic, angiogenic, and inflammatory niches, extracellular matrix organization, nuclear morphology, mutational status, and several oncogenic amplifications on the same slide and location. We analyzed 20 matched primary and recurrent GBM samples, imaging several distinct regions of the same tumor. Our initial results have revealed interesting and potentially novel distributions of subclones residing within specific microenvironments. These results include TERT mutation positive clones enriched in areas possessing more structured extracellular matrix, as well as unique arrangements of infiltrating immune cells in the angiogenic tumor niche. This research underscores the importance of the TME in selecting for certain phenotypes that characterize somatic evolution, highlighting novel genetic and spatial dependencies which sustain heterogeneity in GBM.