Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, 30322, USA.
Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, 30322, USA.
Sci Rep. 2020 Nov 24;10(1):20435. doi: 10.1038/s41598-020-76982-7.
Gliomas are one of the most common types of brain tumors. Given low survival and high treatment resistance rates, particularly for high grade gliomas, there is a need for specific biomarkers that can be used to stratify patients for therapy and monitor treatment response. Recent work has demonstrated that metabolic reprogramming, often mediated by inflammation, can lead to an upregulation of glutamine as an energy source for cancer cells. As a result, glutamine pathways are an emerging pharmacologic target. The goal of this pilot study was to characterize changes in glutamine metabolism and inflammation in human glioma samples and explore the use of glutamine as a potential biomarker. H high-resolution magic angle spinning nuclear magnetic resonance spectra were acquired from ex vivo glioma tissue (n = 16, grades II-IV) to quantify metabolite concentrations. Tumor inflammatory markers were quantified using electrochemiluminescence assays. Glutamate, glutathione, lactate, and alanine, as well as interleukin (IL)-1β and IL-8, increased significantly in samples from grade IV gliomas compared to grades II and III (p ≤ .05). Following dimension reduction of the inflammatory markers using probabilistic principal component analysis, we observed that glutamine, alanine, glutathione, and lactate were positively associated with the first inflammatory marker principal component. Our findings support the hypothesis that glutamine may be a key marker for glioma progression and indicate that inflammation is associated with changes in glutamine metabolism. These results motivate further in vivo investigation of glutamine as a biomarker for tumor progression and treatment response.
神经胶质瘤是最常见的脑肿瘤类型之一。鉴于低生存率和高治疗抵抗率,尤其是对于高级别神经胶质瘤,需要特定的生物标志物来对患者进行分层治疗并监测治疗反应。最近的研究表明,代谢重编程,通常由炎症介导,可导致谷氨酰胺作为癌细胞的能量来源上调。因此,谷氨酰胺途径是一个新兴的药物靶点。本初步研究的目的是描述人类神经胶质瘤样本中谷氨酰胺代谢和炎症的变化,并探索谷氨酰胺作为潜在生物标志物的用途。从离体神经胶质瘤组织(n=16,分级 II-IV)获得高分辨率魔角旋转核磁共振波谱以定量代谢物浓度。使用电化学发光测定法定量肿瘤炎症标志物。与 II 级和 III 级相比,IV 级神经胶质瘤样本中的谷氨酸、谷胱甘肽、乳酸和丙氨酸以及白细胞介素(IL)-1β和 IL-8 显著增加(p≤.05)。在用概率主成分分析对炎症标志物进行降维后,我们观察到谷氨酰胺、丙氨酸、谷胱甘肽和乳酸与第一个炎症标志物主成分呈正相关。我们的发现支持谷氨酰胺可能是神经胶质瘤进展的关键标志物的假设,并表明炎症与谷氨酰胺代谢变化有关。这些结果促使进一步研究谷氨酰胺作为肿瘤进展和治疗反应的生物标志物。