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色氨酸代谢在胶质母细胞瘤患者的肿瘤和血液中呈负调控。

Tryptophan metabolism is inversely regulated in the tumor and blood of patients with glioblastoma.

机构信息

DKTK Brain Cancer Metabolism Group, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.

Department of Neurology and National Center for Tumor Diseases, Heidelberg University Hospital, 69120 Heidelberg, Germany.

出版信息

Theranostics. 2021 Sep 3;11(19):9217-9233. doi: 10.7150/thno.60679. eCollection 2021.

Abstract

Tryptophan (Trp)-catabolic enzymes (TCEs) produce metabolites that activate the aryl hydrocarbon receptor (AHR) and promote tumor progression and immunosuppression in glioblastoma. As therapies targeting TCEs or AHR become available, a better understanding of Trp metabolism is required. The combination of LC-MS/MS with chemical isobaric labeling enabled the simultaneous quantitative comparison of Trp and its amino group-bearing metabolites in multiple samples. We applied this method to the sera of a cohort of 43 recurrent glioblastoma patients and 43 age- and sex-matched healthy controls. Tumor volumes were measured in MRI data using an artificial neural network-based approach. MALDI MSI visualized Trp and its direct metabolite -formylkynurenine (FK) in glioblastoma tissue. Analysis of scRNA-seq data was used to detect the presence of Trp metabolism and AHR activity in different cell types in glioblastoma. Compared to healthy controls, glioblastoma patients showed decreased serum Trp levels. Surprisingly, the levels of Trp metabolites were also reduced. The decrease became smaller with more enzymatic steps between Trp and its metabolites, suggesting that Trp availability controls the levels of its systemic metabolites. High tumor volume associated with low systemic metabolite levels and low systemic kynurenine levels associated with worse overall survival. MALDI MSI demonstrated heterogeneity of Trp catabolism across glioblastoma tissues. Analysis of scRNA-seq data revealed that genes involved in Trp metabolism were expressed in almost all the cell types in glioblastoma and that most cell types, in particular macrophages and T cells, exhibited AHR activation. Moreover, high AHR activity associated with reduced overall survival in the glioblastoma TCGA dataset. The novel techniques we developed could support the identification of patients that may benefit from therapies targeting TCEs or AHR activation.

摘要

色氨酸(Trp)分解代谢酶(TCEs)产生的代谢产物可激活芳香烃受体(AHR),促进胶质母细胞瘤的肿瘤进展和免疫抑制。随着针对 TCEs 或 AHR 的治疗方法的出现,需要更好地了解 Trp 代谢。LC-MS/MS 与化学同量异位标记相结合,可实现多个样品中 Trp 及其带氨基基团代谢物的同时定量比较。我们将该方法应用于 43 例复发性胶质母细胞瘤患者和 43 名年龄和性别匹配的健康对照者的血清中。使用基于人工神经网络的方法在 MRI 数据中测量肿瘤体积。MALDI MSI 可视化了胶质母细胞瘤组织中的 Trp 及其直接代谢产物 -formylkynurenine (FK)。使用 scRNA-seq 数据分析来检测不同细胞类型中 Trp 代谢和 AHR 活性的存在。与健康对照者相比,胶质母细胞瘤患者的血清 Trp 水平降低。令人惊讶的是,Trp 代谢物的水平也降低了。Trp 及其代谢物之间的酶步骤越多,降低幅度越小,这表明 Trp 的可用性控制着其系统代谢物的水平。高肿瘤体积与低系统代谢物水平相关,低系统犬尿氨酸水平与总体生存率降低相关。MALDI MSI 证明了胶质母细胞瘤组织中 Trp 分解代谢的异质性。scRNA-seq 数据分析显示,参与 Trp 代谢的基因在胶质母细胞瘤中的几乎所有细胞类型中均有表达,大多数细胞类型,特别是巨噬细胞和 T 细胞,均表现出 AHR 激活。此外,在胶质母细胞瘤 TCGA 数据集中,AHR 活性高与总体生存率降低相关。我们开发的新技术可以支持识别可能受益于针对 TCEs 或 AHR 激活的治疗方法的患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/374e/8490504/b9a431c0f98c/thnov11p9217g001.jpg

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