Analysis of cerebrospinal fluid metabolites in patients with primary or metastatic central nervous system tumors

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作者
Leomar Y. Ballester
Guangrong Lu
Soheil Zorofchian
Venkatrao Vantaku
Vasanta Putluri
Yuanqing Yan
Octavio Arevalo
Ping Zhu
Roy F. Riascos
Arun Sreekumar
Yoshua Esquenazi
Nagireddy Putluri
Jay-Jiguang Zhu
机构
[1] University of Texas Health Science Center at Houston,Department of Pathology and Laboratory Medicine
[2] University of Texas Health Science Center at Houston,Department of Neurosurgery
[3] University of Texas Health Science Center at Houston,Department of Radiology
[4] Baylor College of Medicine,Department of Molecular and Cellular Biology
[5] Baylor College of Medicine,Advanced Technology Core
[6] Memorial Hermann Hospital,undefined
关键词
CSF; Metabolites; Brain tumor; Glioma; Hydroxyglutarate; Liquid biopsy;
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摘要
Cancer cells have altered cellular metabolism. Mutations in genes associated with key metabolic pathways (e.g., isocitrate dehydrogenase 1 and 2, IDH1/IDH2) are important drivers of cancer, including central nervous system (CNS) tumors. Therefore, we hypothesized that the abnormal metabolic state of CNS cancer cells leads to abnormal levels of metabolites in the CSF, and different CNS cancer types are associated with specific changes in the levels of CSF metabolites. To test this hypothesis, we used mass spectrometry to analyze 129 distinct metabolites in CSF samples from patients without a history of cancer (n = 8) and with a variety of CNS tumor types (n = 23) (i.e., glioma IDH-mutant, glioma-IDH wildtype, metastatic lung cancer and metastatic breast cancer). Unsupervised hierarchical clustering analysis shows tumor-specific metabolic signatures that facilitate differentiation of tumor type from CSF analysis. We identified differences in the abundance of 43 metabolites between CSF from control patients and the CSF of patients with primary or metastatic CNS tumors. Pathway analysis revealed alterations in various metabolic pathways (e.g., glycine, choline and methionine degradation, dipthamide biosynthesis and glycolysis pathways, among others) between IDH-mutant and IDH-wildtype gliomas. Moreover, patients with IDH-mutant gliomas demonstrated higher levels of D-2-hydroxyglutarate in the CSF, in comparison to patients with other tumor types, or controls. This study demonstrates that analysis of CSF metabolites can be a clinically useful tool for diagnosing and monitoring patients with primary or metastatic CNS tumors.
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