Protein biomarker identification in the CSF of patients with CNS lymphoma.

PURPOSE Elucidation of the CSF proteome may yield insights into the pathogenesis of CNS disease. We tested the hypothesis that individual CSF proteins distinguish CNS lymphoma from benign focal brain lesions. METHODS We used a liquid chromatography/mass spectrometry-based method to differentially quantify and identify several hundred CSF proteins in CNS lymphoma and control patients. We used enzyme-linked immunosorbent assay (ELISA) to confirm one of these markers in an additional validation set of 101 cases. RESULTS Approximately 80 CSF proteins were identified and found to be present at significantly different concentrations, both higher and lower, in training and test studies, which were highly concordant. To further validate these observations, we defined in detail the expression of one of these candidate biomarkers, antithrombin III (ATIII). ATIII RNA transcripts were identified within CNS lymphomas, and ATIII protein was localized selectively to tumor neovasculature. Determination of ATIII concentration by ELISA was significantly more accurate (> 75% sensitivity; > 98% specificity) than cytology in the identification of cancer. Measurement of CSF ATIII levels was found to potentially enhance the ability to diagnose and predict outcome. CONCLUSION Our findings demonstrate for the first time that proteomic analysis of CSF yields individual biomarkers with greater sensitivity in the identification of cancer than does CSF cytology. We propose that the discovery of CSF protein biomarkers will facilitate early and noninvasive diagnosis in patients with lesions not amenable to brain biopsy, as well as provide improved surrogates of prognosis and treatment response in CNS lymphoma and brain metastasis.

[1]  H. Lilja,et al.  Anti-thrombin is expressed in the benign prostatic epithelium and in prostate cancer and is capable of forming complexes with prostate-specific antigen and human glandular kallikrein 2. , 2002, The American journal of pathology.

[2]  Giovanni Parmigiani,et al.  A Cross-Study Comparison of Gene Expression Studies for the Molecular Classification of Lung Cancer , 2004, Clinical Cancer Research.

[3]  Christopher H. Becker,et al.  Differential expression profiling of serum proteins and metabolites for biomarker discovery , 2004 .

[4]  Willem Boogerd,et al.  MALDI-TOF Mass Spectrometry Analysis of Cerebrospinal Fluid Tryptic Peptide Profiles to Diagnose Leptomeningeal Metastases in Patients with Breast Cancer* , 2005, Molecular & Cellular Proteomics.

[5]  E. Petricoin,et al.  Use of proteomic patterns in serum to identify ovarian cancer , 2002, The Lancet.

[6]  Mark Bernstein,et al.  Neuro-oncology, the Essentials , 2000, Journal of Neurology.

[7]  A. Fonteh,et al.  Protein Analysis in Human Cerebrospinal Fluid: Physiological Aspects, Current Progress and Future Challenges , 2005, Disease markers.

[8]  J. Blay,et al.  High-dose methotrexate for the treatment of primary cerebral lymphomas: analysis of survival and late neurologic toxicity in a retrospective series. , 1998, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[9]  S. Olson,et al.  Antiangiogenic Antithrombin Blocks the Heparan Sulfate-dependent Binding of Proangiogenic Growth Factors to Their Endothelial Cell Receptors , 2006, Journal of Biological Chemistry.

[10]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[11]  T. Shaler,et al.  Quantification of proteins and metabolites by mass spectrometry without isotopic labeling or spiked standards. , 2003, Analytical chemistry.

[12]  J. Fridlyand,et al.  Gene expression and angiotropism in primary CNS lymphoma. , 2006, Blood.

[13]  Gordon K Smyth,et al.  Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments , 2004, Statistical applications in genetics and molecular biology.

[14]  Tracy T Batchelor,et al.  AZD2171, a pan-VEGF receptor tyrosine kinase inhibitor, normalizes tumor vasculature and alleviates edema in glioblastoma patients. , 2007, Cancer cell.

[15]  L. Deangelis,et al.  Ocular presentation of primary central nervous system lymphoma: diagnosis and treatment , 2004, British journal of haematology.

[16]  J. Blay,et al.  Prognostic scoring system for primary CNS lymphomas: the International Extranodal Lymphoma Study Group experience. , 2003, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[17]  Hua Lin,et al.  Quantifying reproducibility for differential proteomics: noise analysis for protein liquid chromatography-mass spectrometry of human serum , 2004, Bioinform..

[18]  J. Whisstock,et al.  Mechanisms of serpin dysfunction in disease , 2006, Expert Reviews in Molecular Medicine.

[19]  M. Zweig,et al.  Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. , 1993, Clinical chemistry.

[20]  M. Chamberlain Neoplastic meningitis: a guide to diagnosis and treatment , 2000 .

[21]  L. Larocca,et al.  Value of combined approach with thallium-201 single-photon emission computed tomography and Epstein-Barr virus DNA polymerase chain reaction in CSF for the diagnosis of AIDS-related primary CNS lymphoma. , 1999, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[22]  J. Armitage,et al.  Report of an international workshop to standardize baseline evaluation and response criteria for primary CNS lymphoma. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[23]  Jeffrey S. Morris,et al.  Reproducibility of SELDI-TOF protein patterns in serum: comparing datasets from different experiments , 2004, Bioinform..

[24]  M. Berger,et al.  The diagnostic utility of brain biopsy procedures in patients with rapidly deteriorating neurological conditions or dementia. , 2007, Journal of neurosurgery.

[25]  J. O'Brien,et al.  Pathology and genetics of primary central nervous system and intraocular lymphoma. , 2005, Hematology/oncology clinics of North America.