Zahedi Shadi, Riemondy Kent, Griesinger Andrea M, Donson Andrew M, Fu Rui, Crespo Michele, DeSisto John, Groat Madeline M, Bratbak Emil, Green Adam, Hankinson Todd C, Handler Michael, Vibhakar Rajeev, Willard Nicholas, Foreman Nicholas K, Levy Jean Mulcahy
bioRxiv. 2024 Apr 10:2024.04.05.588294. doi: 10.1101/2024.04.05.588294.
Pediatric low-grade gliomas (pLGG) comprise 35% of all brain tumors. Despite favorable survival, patients experience significant morbidity from disease and treatments. A deeper understanding of pLGG biology is essential to identify novel, more effective, and less toxic therapies. We utilized single cell RNA sequencing (scRNA-seq), spatial transcriptomics, and cytokine analyses to characterize and understand tumor and immune cell heterogeneity across pLGG. scRNA-seq revealed tumor and immune cells within the tumor microenvironment (TME). Tumor cell subsets revealed a developmental hierarchy with progenitor and mature cell populations. Immune cells included myeloid and lymphocytic cells. There was a significant difference between the prevalence of two major myeloid subclusters between pilocytic astrocytoma (PA) and ganglioglioma (GG). Bulk and single-cell cytokine analyses evaluated the immune cell signaling cascade with distinct immune phenotypes among tumor samples. tumors appeared more immunogenic, secreting higher levels of immune cell activators and chemokines, compared to tumors. Spatial transcriptomics revealed the differential gene expression of these chemokines and their location within the TME. A multi-pronged analysis of pLGG demonstrated the complexity of the pLGG TME and differences between genetic drivers that may influence their response to immunotherapy. Further investigation of immune cell infiltration and tumor-immune interactions is warranted.
There is a developmental hierarchy in neoplastic population comprising of both progenitor-like and mature cell types in both PA and GG.A more immunogenic, immune activating myeloid population is present in PA compared to GG. Functional analysis and spatial transcriptomics show higher levels of immune mobilizing chemokines in fusion PA tumor samples compared to V600E GG samples.
While scRNA seq provides information on cellular heterogeneity within the tumor microenvironment (TME), it does not provide a complete picture of how these cells are interacting or where they are located. To expand on this, we used a three-pronged approach to better understand the biology of pediatric low-grade glioma (pLGG). By analyzing scRNA-seq, secreted cytokines and spatial orientation of cells within the TME, we strove to gain a more complete picture of the complex interplay between tumor and immune cells within pLGG. Our data revealed a complex heterogeneity in tumor and immune populations and identified an interesting difference in the immune phenotype among different subtypes.
小儿低级别胶质瘤(pLGG)占所有脑肿瘤的35%。尽管生存率良好,但患者仍因疾病和治疗而出现明显的发病情况。深入了解pLGG生物学对于确定新的、更有效且毒性更小的治疗方法至关重要。我们利用单细胞RNA测序(scRNA-seq)、空间转录组学和细胞因子分析来表征和理解pLGG中肿瘤和免疫细胞的异质性。scRNA-seq揭示了肿瘤微环境(TME)中的肿瘤细胞和免疫细胞。肿瘤细胞亚群显示出具有祖细胞和成熟细胞群体的发育层次结构。免疫细胞包括髓样细胞和淋巴细胞。毛细胞型星形细胞瘤(PA)和神经节胶质瘤(GG)之间两个主要髓样亚群的患病率存在显著差异。批量和单细胞细胞因子分析评估了肿瘤样本中具有不同免疫表型的免疫细胞信号级联反应。与 肿瘤相比, 肿瘤似乎更具免疫原性,分泌更高水平的免疫细胞激活剂和趋化因子。空间转录组学揭示了这些趋化因子的差异基因表达及其在TME中的位置。对pLGG的多方面分析证明了pLGG TME的复杂性以及可能影响其对免疫治疗反应的遗传驱动因素之间的差异。有必要进一步研究免疫细胞浸润和肿瘤-免疫相互作用。
在PA和GG中,肿瘤细胞群体存在由祖细胞样和成熟细胞类型组成的发育层次结构。与GG相比,PA中存在更具免疫原性、免疫激活的髓样细胞群体。功能分析和空间转录组学显示,与V600E GG样本相比,融合PA肿瘤样本中免疫动员趋化因子的水平更高。
虽然scRNA测序提供了肿瘤微环境(TME)内细胞异质性的信息,但它并未完整描绘这些细胞如何相互作用或它们的位置。为了拓展这一点,我们采用了三管齐下的方法来更好地理解小儿低级别胶质瘤(pLGG)的生物学特性。通过分析scRNA-seq、分泌的细胞因子以及TME内细胞的空间定位,我们努力更全面地了解pLGG中肿瘤细胞和免疫细胞之间复杂的相互作用。我们的数据揭示了肿瘤和免疫群体中的复杂异质性,并确定了不同亚型之间免疫表型的有趣差异。