Proteomic analysis of cerebrospinal fluid from children with central nervous system tumors identifies candidate proteins relating to tumor metastatic spread

被引:27
作者
Spreafico, Filippo [1 ]
Bongarzone, Italia [2 ]
Pizzamiglio, Sara [3 ]
Magni, Ruben [4 ]
Taverna, Elena [2 ]
De Bortoli, Maida [2 ]
Ciniselli, Chiara M. [3 ]
Barzano, Elena [1 ]
Biassoni, Veronica [1 ]
Luchini, Alessandra [4 ]
Liotta, Lance A. [4 ]
Zhou, Weidong [4 ]
Signore, Michele [5 ]
Verderio, Paolo [3 ]
Massimino, Maura [1 ]
机构
[1] Fdn IRCCS Ist Nazl Tumori, Dept Hematol & Pediat Hematol Oncol, Pediat Oncol Unit, Milan, Italy
[2] Fdn IRCCS Ist Nazl Tumori, Prote Lab, Dept Expt Oncol & Mol Med, Milan, Italy
[3] Fdn IRCCS Ist Nazl Tumori, Unit Med Stat Biometry & Bioinformat, Dept Appl Res & Technol Dev, Milan, Italy
[4] George Mason Univ, Ctr Appl Prote & Mol Med, Manassas, VA USA
[5] Ist Super Sanita, Dept Hematol Oncol & Mol Med, Rome, Italy
关键词
proteomic analysis; cerebrospinal fluid; pediatric central nervous system tumors; liquid chromatography/electrospray tandem mass spectrometry; protein-based biomarker; PEDIATRIC MEDULLOBLASTOMA; MATRIX PROTEINS; BIOMARKER; GLIOBLASTOMA; DISSEMINATION; EXPRESSION; CHILDHOOD; MARKERS; CSF;
D O I
10.18632/oncotarget.17579
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Central nervous system (CNS) tumors are the most common solid tumors in childhood. Since the sensitivity of combined cerebrospinal fluid (CSF) cytology and radiological neuroimaging in detecting meningeal metastases remains relatively low, we sought to characterize the CSF proteome of patients with CSF tumors to identify biomarkers predictive of metastatic spread. CSF samples from 27 children with brain tumors and 13 controls (extra-CNS non-Hodgkin lymphoma) were processed using core-shell hydrogel nanoparticles, and analyzed with reverse-phase liquid chromatography/electrospray tandem mass spectrometry (LC-MS/MS). Candidate proteins were identified with Fisher's exact test and/or a univariate logistic regression model. Reverse phase protein array (RPPA), Western blot (WB), and ELISA were used in the training set and in an independent set of CFS samples (60 cases, 14 controls) to validate our discovery findings. Among the 558 non-redundant proteins identified by LC-MS/MS, 147 were missing from the CSF database at http://www.biosino.org.Fourteen of the 26 final top-candidate proteins were chosen for validation with WB, RPPA and ELISA methods. Six proteins (type 1 collagen, insulin-like growth factor binding protein 4, procollagen C-endopeptidase enhancer 1, glial cell-line derived neurotrophic factor receptor alpha 2, inter-alpha-trypsin inhibitor heavy chain 4, neural proliferation and differentiation control protein-1) revealed the ability to discriminate metastatic cases from controls. Combining a unique dataset of CSFs from pediatric CNS tumors with a novel enabling nanotechnology led us to identify CSF proteins potentially related to metastatic status.
引用
收藏
页码:46177 / 46190
页数:14
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