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1.
Sci Adv ; 10(20): eadj3301, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38758780

ABSTRACT

Myeloid cells are highly prevalent in glioblastoma (GBM), existing in a spectrum of phenotypic and activation states. We now have limited knowledge of the tumor microenvironment (TME) determinants that influence the localization and the functions of the diverse myeloid cell populations in GBM. Here, we have utilized orthogonal imaging mass cytometry with single-cell and spatial transcriptomic approaches to identify and map the various myeloid populations in the human GBM tumor microenvironment (TME). Our results show that different myeloid populations have distinct and reproducible compartmentalization patterns in the GBM TME that is driven by tissue hypoxia, regional chemokine signaling, and varied homotypic and heterotypic cellular interactions. We subsequently identified specific tumor subregions in GBM, based on composition of identified myeloid cell populations, that were linked to patient survival. Our results provide insight into the spatial organization of myeloid cell subpopulations in GBM, and how this is predictive of clinical outcome.


Subject(s)
Glioblastoma , Myeloid Cells , Tumor Microenvironment , Glioblastoma/pathology , Glioblastoma/metabolism , Humans , Myeloid Cells/metabolism , Myeloid Cells/pathology , Brain Neoplasms/pathology , Brain Neoplasms/metabolism , Brain Neoplasms/genetics , Cell Line, Tumor , Single-Cell Analysis , Hypoxia/metabolism , Gene Expression Profiling
2.
Clin Cancer Res ; 23(21): 6430-6440, 2017 Nov 01.
Article in English | MEDLINE | ID: mdl-28765326

ABSTRACT

Purpose: Azacitidine (AZA) is a novel therapeutic option in older patients with acute myeloid leukemia (AML), but its rational utilization is compromised by the fact that neither the determinants of clinical response nor its mechanism of action are defined. Co-administration of histone deacetylase inhibitors, such as vorinostat (VOR), is reported to improve the clinical activity of AZA, but this has not been prospectively studied in patients with AML.Experimental Design: We compared outcomes in 259 adults with AML (n = 217) and MDS (n = 42) randomized to receive either AZA monotherapy (75 mg/m2 × 7 days every 28 days) or AZA combined with VOR 300 mg twice a day on days 3 to 9 orally. Next-generation sequencing was performed in 250 patients on 41 genes commonly mutated in AML. Serial immunophenotyping of progenitor cells was performed in 47 patients.Results: Co-administration of VOR did not increase the overall response rate (P = 0.84) or overall survival (OS; P = 0.32). Specifically, no benefit was identified in either de novo or relapsed AML. Mutations in the genes CDKN2A (P = 0.0001), IDH1 (P = 0.004), and TP53 (P = 0.003) were associated with reduced OS. Lymphoid multipotential progenitor populations were greatly expanded at diagnosis and although reduced in size in responding patients remained detectable throughout treatment.Conclusions: This study demonstrates no benefit of concurrent administration of VOR with AZA but identifies a mutational signature predictive of outcome after AZA-based therapy. The correlation between heterozygous loss of function CDKN2A mutations and decreased OS implicates induction of cell-cycle arrest as a mechanism by which AZA exerts its clinical activity. Clin Cancer Res; 23(21); 6430-40. ©2017 AACR.


Subject(s)
Azacitidine/administration & dosage , Cyclin-Dependent Kinase Inhibitor p18/genetics , Isocitrate Dehydrogenase/genetics , Leukemia, Myeloid, Acute/drug therapy , Tumor Suppressor Protein p53/genetics , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Azacitidine/adverse effects , Combined Modality Therapy , Cyclin-Dependent Kinase Inhibitor p16 , Disease-Free Survival , Drug Administration Schedule , Female , Histone Deacetylase Inhibitors/administration & dosage , Histone Deacetylase Inhibitors/adverse effects , Humans , Hydroxamic Acids/administration & dosage , Hydroxamic Acids/adverse effects , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Male , Middle Aged , Mutation , Treatment Outcome , Vorinostat
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