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

被引:42
作者
Ballester, Leomar Y. [1 ,2 ,6 ]
Lu, Guangrong [2 ]
Zorofchian, Soheil [1 ]
Vantaku, Venkatrao [4 ]
Putluri, Vasanta [5 ]
Yan, Yuanqing [2 ]
Arevalo, Octavio [3 ]
Zhu, Ping [2 ]
Riascos, Roy F. [3 ,6 ]
Sreekumar, Arun [4 ]
Esquenazi, Yoshua [2 ,6 ]
Putluri, Nagireddy [4 ]
Zhu, Jay-Jiguang [2 ,6 ]
机构
[1] Univ Texas Hlth Sci Ctr Houston, Dept Pathol & Lab Med, 6431 Fannin St,MSB 2-136, Houston, TX 77030 USA
[2] Univ Texas Hlth Sci Ctr Houston, Dept Neurosurg, 6431 Fannin St,MSB 2-136, Houston, TX 77030 USA
[3] Univ Texas Hlth Sci Ctr Houston, Dept Radiol, Houston, TX 77030 USA
[4] Baylor Coll Med, Dept Mol & Cell Biol, 120D,Jewish Bldg,One Baylor Plaza, Houston, TX 77030 USA
[5] Baylor Coll Med, Adv Technol Core, Houston, TX 77030 USA
[6] Memorial Hermann Hosp, Houston, TX 77030 USA
来源
ACTA NEUROPATHOLOGICA COMMUNICATIONS | 2018年 / 6卷
关键词
CSF; Metabolites; Brain tumor; Glioma; Hydroxyglutarate; Liquid biopsy; ISOCITRATE DEHYDROGENASE 1; GLIOMA PATIENTS; 2; MUTATIONS; CANCER; 2-HYDROXYGLUTARATE; PROFILES; CSF;
D O I
10.1186/s40478-018-0588-z
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
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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页数:10
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共 23 条
  • [1] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [2] Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies
    Bettegowda, Chetan
    Sausen, Mark
    Leary, Rebecca J.
    Kinde, Isaac
    Wang, Yuxuan
    Agrawal, Nishant
    Bartlett, Bjarne R.
    Wang, Hao
    Luber, Brandon
    Alani, Rhoda M.
    Antonarakis, Emmanuel S.
    Azad, Nilofer S.
    Bardelli, Alberto
    Brem, Henry
    Cameron, John L.
    Lee, Clarence C.
    Fecher, Leslie A.
    Gallia, Gary L.
    Gibbs, Peter
    Le, Dung
    Giuntoli, Robert L.
    Goggins, Michael
    Hogarty, Michael D.
    Holdhoff, Matthias
    Hong, Seung-Mo
    Jiao, Yuchen
    Juhl, Hartmut H.
    Kim, Jenny J.
    Siravegna, Giulia
    Laheru, Daniel A.
    Lauricella, Calogero
    Lim, Michael
    Lipson, Evan J.
    Marie, Suely Kazue Nagahashi
    Netto, George J.
    Oliner, Kelly S.
    Olivi, Alessandro
    Olsson, Louise
    Riggins, Gregory J.
    Sartore-Bianchi, Andrea
    Schmidt, Kerstin
    Shih, Ie-Ming
    Oba-Shinjo, Sueli Mieko
    Siena, Salvatore
    Theodorescu, Dan
    Tie, Jeanne
    Harkins, Timothy T.
    Veronese, Silvio
    Wang, Tian-Li
    Weingart, Jon D.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
  • [3] Biomarker Identification and Pathway Analysis by Serum Metabolomics of Lung Cancer
    Chen, Yingrong
    Ma, Zhihong
    Min, Lishan
    Li, Hongwei
    Wang, Bin
    Zhong, Jing
    Dai, Licheng
    [J]. BIOMED RESEARCH INTERNATIONAL, 2015, 2015
  • [4] The Metabolomic Signature of Malignant Glioma Reflects Accelerated Anabolic Metabolism
    Chinnaiyan, Prakash
    Kensicki, Elizabeth
    Bloom, Gregory
    Prabhu, Antony
    Sarcar, Bhaswati
    Kahali, Soumen
    Eschrich, Steven
    Qu, Xiaotao
    Forsyth, Peter
    Gillies, Robert
    [J]. CANCER RESEARCH, 2012, 72 (22) : 5878 - 5888
  • [5] Cancer-associated IDH1 mutations produce 2-hydroxyglutarate
    Dang, Lenny
    White, David W.
    Gross, Stefan
    Bennett, Bryson D.
    Bittinger, Mark A.
    Driggers, Edward M.
    Fantin, Valeria R.
    Jang, Hyun Gyung
    Jin, Shengfang
    Keenan, Marie C.
    Marks, Kevin M.
    Prins, Robert M.
    Ward, Patrick S.
    Yen, Katharine E.
    Liau, Linda M.
    Rabinowitz, Joshua D.
    Cantley, Lewis C.
    Thompson, Craig B.
    Heiden, Matthew G. Vander
    Su, Shinsan M.
    [J]. NATURE, 2009, 462 (7274) : 739 - U52
  • [6] Cerebrospinal fluid-derived circulating tumour DNA better represents the genomic alterations of brain tumours than plasma
    De Mattos-Arruda, Leticia
    Mayor, Regina
    Ng, Charlotte K. Y.
    Weigelt, Britta
    Martinez-Ricarte, Francisco
    Torrejon, Davis
    Oliveira, Mafalda
    Arias, Alexandra
    Raventos, Carolina
    Tang, Jiabin
    Guerini-Rocco, Elena
    Martinez-Saez, Elena
    Lois, Sergio
    Marin, Oscar
    de la Cruz, Xavier
    Piscuoglio, Salvatore
    Towers, Russel
    Vivancos, Ana
    Peg, Vicente
    Ramon y Cajal, Santiago
    Carles, Joan
    Rodon, Jordi
    Gonzalez-Cao, Maria
    Tabernero, Josep
    Felip, Enriqueta
    Sahuquillo, Joan
    Berger, Michael F.
    Cortes, Javier
    Reis-Filho, Jorge S.
    Seoane, Joan
    [J]. NATURE COMMUNICATIONS, 2015, 6
  • [7] The biology of cancer: Metabolic reprogramming fuels cell growth and proliferation
    DeBerardinis, Ralph J.
    Lum, Julian J.
    Hatzivassiliou, Georgia
    Thompson, Craig B.
    [J]. CELL METABOLISM, 2008, 7 (01) : 11 - 20
  • [8] Cancer metabolism: The Warburg effect today
    Ferreira, Leonardo M. R.
    [J]. EXPERIMENTAL AND MOLECULAR PATHOLOGY, 2010, 89 (03) : 372 - 380
  • [9] Oncogenic BRAF Regulates Oxidative Metabolism via PGC1α and MITF
    Haq, Rizwan
    Shoag, Jonathan
    Andreu-Perez, Pedro
    Yokoyama, Satoru
    Edelman, Hannah
    Rowe, Glenn C.
    Frederick, Dennie T.
    Hurley, Aeron D.
    Nellore, Abhinav
    Kung, Andrew L.
    Wargo, Jennifer A.
    Song, Jun S.
    Fisher, David E.
    Arany, Zolt
    Widlund, Hans R.
    [J]. CANCER CELL, 2013, 23 (03) : 302 - 315
  • [10] Selective Detection of the D-enantiomer of 2-Hydroxyglutarate in the CSF of Glioma Patients with Mutated Isocitrate Dehydrogenase
    Kalinina, Juliya
    Ahn, Jun
    Devi, Narra S.
    Wang, Liya
    Li, Yuancheng
    Olson, Jeffrey J.
    Glantz, Michael
    Smith, Thomas
    Kim, Ella L.
    Giese, Alf
    Jensen, Randy L.
    Chen, Clark C.
    Carter, Bob S.
    Mao, Hui
    He, Miao
    Van Meir, Erwin G.
    [J]. CLINICAL CANCER RESEARCH, 2016, 22 (24) : 6256 - 6265