Phospholipid Metabolites in Recurrent Glioblastoma: In Vivo Markers Detect Different Tumor Phenotypes before and under Antiangiogenic Therapy

Purpose Metabolic changes upon antiangiogenic therapy of recurrent glioblastomas (rGBMs) may provide new biomarkers for treatment efficacy. Since in vitro models showed that phospholipid membrane metabolism provides specific information on tumor growth we employed in-vivo MR-spectroscopic imaging (MRSI) of human rGBMs before and under bevacizumab (BVZ) to measure concentrations of phosphocholine (PCho), phosphoethanolamine (PEth), glycerophosphocholine (GPC), and glyceroethanolamine (GPE). Methods 1H and 31P MRSI was prospectively performed in 32 patients with rGBMs before and under BVZ therapy at 8 weeks intervals until tumor progression. Patients were dichotomized into subjects with long overall survival (OS) (>median OS) and short OS (<median OS) survival time from BVZ-onset. Metabolite concentrations from tumor tissue and their ratios were compared to contralateral normal-appearing tissue (control). Results Before BVZ, 1H-detectable choline signals (total GPC and PCho) in rGBMs were elevated but significance failed after dichotomizing. For metabolite ratios obtained by 31P MRSI, the short-OS group showed higher PCho/GPC (p = 0.004) in rGBMs compared to control tissue before BVZ while PEth/GPE was elevated in rGBMs of both groups (long-OS p = 0.04; short-OS p = 0.003). Under BVZ, PCho/GPC and PEth/GPE in the tumor initially decreased (p = 0.04) but only PCho/GPC re-increased upon tumor progression (p = 0.02). Intriguingly, in normal-appearing tissue an initial PEth/GPE decrease (p = 0.047) was followed by an increase at the time of tumor progression (p = 0.031). Conclusion An elevated PCho/GPC ratio in the short-OS group suggests that it is a negative predictive marker for BVZ efficacy. These gliomas may represent a malignant phenotype even growing under anti-VEGF treatment. Elevated PEth/GPE may represent an in-vivo biomarker more sensitive to GBM infiltration than MRI.

[1]  M. Chamberlain Radiographic patterns of relapse in glioblastoma , 2010, Journal of Neuro-Oncology.

[2]  E. Hattingen,et al.  Bevacizumab impairs oxidative energy metabolism and shows antitumoral effects in recurrent glioblastomas: a 31P/1H MRSI and quantitative magnetic resonance imaging study. , 2011, Neuro-oncology.

[3]  W P Dillon,et al.  Preoperative proton MR spectroscopic imaging of brain tumors: correlation with histopathologic analysis of resection specimens. , 2001, AJNR. American journal of neuroradiology.

[4]  J. Wolff,et al.  Effects of bevacizumab plus irinotecan on response and survival in patients with recurrent malignant glioma: a systematic review and survival-gain analysis , 2010, BMC Cancer.

[5]  Z. Bhujwalla,et al.  Choline kinase alpha in cancer prognosis and treatment. , 2007, The Lancet. Oncology.

[6]  A. Cuadrado,et al.  Phosphorylcholine: a novel second messenger essential for mitogenic activity of growth factors. , 1993, Oncogene.

[7]  J. Saunders,et al.  One-Dimensional Phosphorus-31 Chemical Shift Imaging of Human Brain Tumors , 1995, Investigative radiology.

[8]  R. Lenkinski,et al.  Localized 31P magnetic resonance spectroscopy of large pediatric brain tumors. , 1990, Journal of neurosurgery.

[9]  A G Sorensen,et al.  Pseudoprogression and Pseudoresponse: Imaging Challenges in the Assessment of Posttreatment Glioma , 2011, American Journal of Neuroradiology.

[10]  R. Jain,et al.  Serial magnetic resonance spectroscopy reveals a direct metabolic effect of cediranib in glioblastoma. , 2011, Cancer research.

[11]  Y. Kinoshita,et al.  Phosphorylethanolamine content of human brain tumors. , 1994, Neurologia medico-chirurgica.

[12]  P R Luyten,et al.  Broadband proton decoupling in human 31p NMR spectroscopy , 1989, NMR in biomedicine.

[13]  M. Berger,et al.  Histopathological validation of a three-dimensional magnetic resonance spectroscopy index as a predictor of tumor presence. , 2002, Journal of neurosurgery.

[14]  G. Radda,et al.  Human primary brain tumour metabolism in vivo: a phosphorus magnetic resonance spectroscopy study. , 1989, British Journal of Cancer.

[15]  Y. Mardor,et al.  Levels of phospholipid metabolites in breast cancer cells treated with antimitotic drugs: a 31P-magnetic resonance spectroscopy study. , 2001, Cancer research.

[16]  C. Aoyama,et al.  Structure and function of choline kinase isoforms in mammalian cells. , 2004, Progress in lipid research.

[17]  J. S. Cohen,et al.  Phospholipid metabolism in cancer cells monitored by 31P NMR spectroscopy. , 1987, The Journal of biological chemistry.

[18]  F. Vesuna,et al.  Hypoxia regulates choline kinase expression through hypoxia-inducible factor-1 alpha signaling in a human prostate cancer model. , 2008, Cancer research.

[19]  B. Chance,et al.  31P nuclear magnetic resonance spectroscopic investigation of human neuroblastoma in situ. , 1985, The New England journal of medicine.

[20]  H. Rusinek,et al.  Assessing global invasion of newly diagnosed glial tumors with whole-brain proton MR spectroscopy. , 2005, AJNR. American journal of neuroradiology.

[21]  Ying Lu,et al.  Survival analysis in patients with glioblastoma multiforme: Predictive value of choline‐to‐n‐acetylaspartate index, apparent diffusion coefficient, and relative cerebral blood volume , 2004, Journal of magnetic resonance imaging : JMRI.

[22]  Elke Hattingen,et al.  Bevacizumab-induced tumor calcifications as a surrogate marker of outcome in patients with glioblastoma. , 2011, Neuro-oncology.

[23]  M. Janier,et al.  Influence of multidrug resistance on 18F-FCH cellular uptake in a glioblastoma model , 2009, European Journal of Nuclear Medicine and Molecular Imaging.

[24]  H. Lanfermann,et al.  Evaluation of optimal echo time for 1H‐spectroscopic imaging of brain tumors at 3 Tesla , 2007, Journal of magnetic resonance imaging : JMRI.

[25]  R. Kreis Issues of spectral quality in clinical 1H‐magnetic resonance spectroscopy and a gallery of artifacts , 2004, NMR in biomedicine.

[26]  J. Vance Phosphatidylserine and phosphatidylethanolamine in mammalian cells: two metabolically related aminophospholipids. , 2008, Journal of lipid research.

[27]  P. Wen,et al.  An exploratory survival analysis of anti-angiogenic therapy for recurrent malignant glioma , 2009, Journal of Neuro-Oncology.

[28]  Mitchel S Berger,et al.  3D MRSI for resected high-grade gliomas before RT: tumor extent according to metabolic activity in relation to MRI. , 2004, International journal of radiation oncology, biology, physics.

[29]  Paul S Mischel,et al.  MR imaging correlates of survival in patients with high-grade gliomas. , 2005, AJNR. American journal of neuroradiology.

[30]  Franklyn A Howe,et al.  Ex-vivo HRMAS of adult brain tumours: metabolite quantification and assignment of tumour biomarkers , 2010, Molecular Cancer.

[31]  R. Kauppinen,et al.  1H magnetic resonance spectroscopy metabolites as biomarkers for cell cycle arrest and cell death in rat glioma cells. , 2011, The international journal of biochemistry & cell biology.

[32]  Z. Bhujwalla,et al.  Choline metabolism in malignant transformation , 2011, Nature Reviews Cancer.

[33]  G B Matson,et al.  P-31 MR spectroscopy of normal human brain and brain tumors. , 1990, Radiology.

[34]  A. Heerschap,et al.  Efficient 1H to 31P polarization transfer on a clinical 3T MR system , 2008, Magnetic resonance in medicine.

[35]  F. Podo Tumour phospholipid metabolism , 1999, NMR in biomedicine.

[36]  K. Ishidate,et al.  Corrigendum to ?Structure and function of choline kinase isoforms in mammalian cells? 6Progress in Lipid Research 43 (2004) 266?2819 , 2004 .

[37]  C. James,et al.  Reduced Phosphocholine and Hyperpolarized Lactate Provide Magnetic Resonance Biomarkers of Pi3k/akt/mtor Inhibition in Glioblastoma Neuro-onco Lo Gy , 2022 .

[38]  Heinrich Lanfermann,et al.  Increased choline levels coincide with enhanced proliferative activity of human neuroepithelial brain tumors , 2002, NMR in biomedicine.

[39]  Walter Heindel,et al.  Phosphorus‐31 MR spectroscopy of normal adult human brain and brain tumours , 2002, NMR in biomedicine.

[40]  J. Golfinos,et al.  Change in pattern of relapse after antiangiogenic therapy in high-grade glioma. , 2012, International journal of radiation oncology, biology, physics.

[41]  Z. Bhujwalla,et al.  Mechanisms of indomethacin-induced alterations in the choline phospholipid metabolism of breast cancer cells. , 2006, Neoplasia.

[42]  S. Heiland,et al.  Bevacizumab does not increase the risk of remote relapse in malignant glioma , 2011, Annals of neurology.

[43]  T. Cascino,et al.  Response criteria for phase II studies of supratentorial malignant glioma. , 1990, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[44]  B. Ross,et al.  31P NMR spectroscopy of the in vivo metabolism of an intracerebral glioma in the rat , 1988, Magnetic resonance in medicine.

[45]  Marvin D Nelson,et al.  Proton‐decoupled 31P MRS in untreated pediatric brain tumors , 2005, Magnetic resonance in medicine.

[46]  D. Arnold,et al.  MR image-guided P-31 MR spectroscopy in the evaluation of brain tumor treatment. , 1987, Radiology.

[47]  Susan M. Chang,et al.  Updated response assessment criteria for high-grade gliomas: response assessment in neuro-oncology working group. , 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[48]  Y. Kinoshita,et al.  Absolute concentrations of metabolites in human brain tumors using in vitro proton magnetic resonance spectroscopy , 1997, NMR in biomedicine.

[49]  Ravi S. Menon,et al.  In vivo brain 31P‐MRS: measuring the phospholipid resonances at 4 Tesla from small voxels , 2002, NMR in biomedicine.

[50]  Jinsong Wu,et al.  The relationship between Cho/NAA and glioma metabolism: implementation for margin delineation of cerebral gliomas , 2012, Acta Neurochirurgica.

[51]  S. Provencher Estimation of metabolite concentrations from localized in vivo proton NMR spectra , 1993, Magnetic resonance in medicine.

[52]  Herbert Waldmann,et al.  Choline-releasing glycerophosphodiesterase EDI3 drives tumor cell migration and metastasis , 2012, Proceedings of the National Academy of Sciences.

[53]  Vanhamme,et al.  Improved method for accurate and efficient quantification of MRS data with use of prior knowledge , 1997, Journal of magnetic resonance.

[54]  W. Steinbrich,et al.  Combined 1H-MR imaging and localized 31P-spectroscopy of intracranial tumors in 43 patients. , 1988, Journal of computer assisted tomography.

[55]  R. Gillies,et al.  In Vitro and in Vivo 13C and 31P NMR analyses of phosphocholine metabolism in rat glioma cells , 1994, Magnetic resonance in medicine.

[56]  R. Gillies,et al.  Phosphomonoester metabolism as a function of cell proliferative status and exogenous precursors. , 1996, Anticancer research.

[57]  P. Dechent,et al.  Untreated glioblastoma multiforme: increased myo-inositol and glutamine levels in the contralateral cerebral hemisphere at proton MR spectroscopy. , 2009, Radiology.

[58]  T. Mikkelsen,et al.  Bevacizumab alone and in combination with irinotecan in recurrent glioblastoma. , 2009, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[59]  F. Hirata,et al.  Phospholipid methylation and biological signal transmission. , 1980, Science.