CNS tumor stroma transcriptomics identify perivascular fibroblasts as predictors of immunotherapy resistance in glioblastoma patients

被引:3
|
作者
Zarodniuk, Maksym [1 ]
Steele, Alexander [2 ]
Lu, Xin [3 ]
Li, Jun [4 ]
Datta, Meenal [1 ]
机构
[1] Univ Notre Dame, Dept Aerosp & Mech Engn, Notre Dame, IN 46556 USA
[2] Univ Notre Dame, Dept Elect Engn, Notre Dame, IN USA
[3] Univ Notre Dame, Dept Biol Sci, Notre Dame, IN USA
[4] Univ Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN USA
关键词
EXTRACELLULAR-MATRIX; BRAIN; CELLS; DIFFERENTIATION; CANCER; NICHE; MICROENVIRONMENT; VISUALIZATION; ACTIVATION; TRANSITION;
D O I
10.1038/s41525-023-00381-w
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Excessive deposition of extracellular matrix (ECM) is a hallmark of solid tumors; however, it remains poorly understood which cellular and molecular components contribute to the formation of ECM stroma in central nervous system (CNS) tumors. Here, we undertake a pan-CNS analysis of retrospective gene expression datasets to characterize inter- and intra-tumoral heterogeneity of ECM remodeling signatures in both adult and pediatric CNS disease. We find that CNS lesions - glioblastoma in particular - can be divided into two ECM-based subtypes (ECMhi and ECMlo) that are influenced by the presence of perivascular stromal cells resembling cancer-associated fibroblasts (CAFs). Ligand-receptor network analysis predicts that perivascular fibroblasts activate signaling pathways responsible for recruitment of tumor-associated macrophages and promotion of cancer stemness. Our analysis reveals that perivascular fibroblasts are correlated with unfavorable response to immune checkpoint blockade in glioblastoma and poor patient survival across a subset of CNS tumors. We provide insights into new stroma-driven mechanisms underlying immune evasion and immunotherapy resistance in CNS tumors like glioblastoma, and discuss how targeting these perivascular fibroblasts may prove an effective approach to improving treatment response and patient survival in a variety of CNS tumors.
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页数:10
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