Autoantibody Profiling of Glioma Serum Samples to Identify Biomarkers Using Human Proteome Arrays

被引:38
作者
Syed, Parvez [1 ]
Gupta, Shabarni [1 ]
Choudhary, Saket [2 ]
Pandala, Narendra Goud [1 ]
Atak, Apurva [1 ]
Richharia, Annie [1 ]
Manubhai, K. P. [1 ]
Zhu, Heng [3 ]
Epari, Sridhar [4 ]
Noronha, Santosh B. [2 ]
Moiyadi, Aliasgar [5 ]
Srivastava, Sanjeeva [1 ]
机构
[1] Indian Inst Technol, Dept Biosci & Bioengn, Bombay 400076, Maharashtra, India
[2] Indian Inst Technol, Dept Chem Engn, Bombay 400076, Maharashtra, India
[3] Johns Hopkins Univ, Sch Med, Dept Pharmacol & Mol Sci, High Throughput Biol Ctr, Baltimore, MD 21205 USA
[4] Tata Mem Hosp, Dept Pathol, Bombay 400012, Maharashtra, India
[5] Tata Mem Hosp, Dept Neurosurg, Bombay 400012, Maharashtra, India
来源
SCIENTIFIC REPORTS | 2015年 / 5卷
关键词
TOLL-LIKE RECEPTORS; GLIOBLASTOMA-MULTIFORME; IMMUNOGLOBULIN-G; EXPRESSION; SURVIVAL; IDH1; PROLIFERATION; METASTASIS; CARCINOMAS; MIGRATION;
D O I
10.1038/srep13895
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The heterogeneity and poor prognosis associated with gliomas, makes biomarker identification imperative. Here, we report autoantibody signatures across various grades of glioma serum samples and sub-categories of glioblastoma multiforme using Human Proteome chips containing similar to 17000 fulllength human proteins. The deduced sets of classifier proteins helped to distinguish Grade II, III and IV samples from the healthy subjects with 88, 89 and 94% sensitivity and 87, 100 and 73% specificity, respectively. Proteins namely, SNX1, EYA1, PQBP1 and IGHG1 showed dysregulation across various grades. Sub-classes of GBM, based on its proximity to the sub-ventricular zone, have been reported to have different prognostic outcomes. To this end, we identified dysregulation of NEDD9, a protein involved in cell migration, with probable prognostic potential. Another subcategory of patients where the IDH1 gene is mutated, are known to have better prognosis as compared to patients carrying the wild type gene. On a comparison of these two cohorts, we found STUB1 and YWHAH proteins dysregulated in Grade II glioma patients. In addition to common pathways associated with tumourigenesis, we found enrichment of immunoregulatory and cytoskeletal remodelling pathways, emphasizing the need to explore biochemical alterations arising due to autoimmune responses in glioma.
引用
收藏
页数:13
相关论文
共 60 条
  • [1] Identification of Tumor-associated Autoantigens for the Diagnosis of Colorectal Cancer in Serum Using High Density Protein Microarrays
    Babel, Ingrid
    Barderas, Rodrigo
    Diaz-Uriarte, Ramon
    Luis Martinez-Torrecuadrada, Jorge
    Sanchez-Carbayo, Marta
    Ignacio Casal, J.
    [J]. MOLECULAR & CELLULAR PROTEOMICS, 2009, 8 (10) : 2382 - 2395
  • [2] Clinical course of high-grade glioma patients with a "biopsy-only" surgical approach:: a need for individualised treatment
    Balana, C.
    Capellades, J.
    Teixidor, P.
    Roussos, I.
    Ballester, R.
    Cuello, M.
    Arellano, A.
    Florensa, R.
    Rosell, R.
    [J]. CLINICAL & TRANSLATIONAL ONCOLOGY, 2007, 9 (12) : 797 - 803
  • [3] The prognostic IDH1 R132 mutation is associated with reduced NADP+-dependent IDH activity in glioblastoma
    Bleeker, Fonnet E.
    Atai, Nadia A.
    Lamba, Simona
    Jonker, Ard
    Rijkeboer, Denise
    Bosch, Klazien S.
    Tigchelaar, Wikky
    Troost, Dirk
    Vandertop, W. Peter
    Bardelli, Alberto
    Van Noorden, Cornelis J. F.
    [J]. ACTA NEUROPATHOLOGICA, 2010, 119 (04) : 487 - 494
  • [4] A comparison of normalization methods for high density oligonucleotide array data based on variance and bias
    Bolstad, BM
    Irizarry, RA
    Åstrand, M
    Speed, TP
    [J]. BIOINFORMATICS, 2003, 19 (02) : 185 - 193
  • [5] Significance of complete 1p/19q co-deletion, IDH1 mutation and MGMT promoter methylation in gliomas: use with caution
    Boots-Sprenger, Sandra H. E.
    Sijben, Angelique
    Rijntjes, Jos
    Tops, Bastiaan B. J.
    Idema, Albert J.
    Rivera, Andreana L.
    Bleeker, Fonnet E.
    Gijtenbeek, Anja M.
    Diefes, Kristin
    Heathcock, Lindsey
    Aldape, Kenneth D.
    Jeuken, Judith W. M.
    Wesseling, Pieter
    [J]. MODERN PATHOLOGY, 2013, 26 (07) : 922 - 929
  • [6] Tumor-associated antigen arrays for the serological diagnosis of cancer
    Casiano, Carlos A.
    Mediavilla-Varela, Melanie
    Tan, Eng M.
    [J]. MOLECULAR & CELLULAR PROTEOMICS, 2006, 5 (10) : 1745 - 1759
  • [7] Expression and clinical significance of NEDD9 in lung tissues
    Chang, Jing-Xia
    Gao, Feng
    Zhao, Guo-Qiang
    Zhang, Guo-Jun
    [J]. MEDICAL ONCOLOGY, 2012, 29 (04) : 2654 - 2660
  • [8] Toll-like receptors in inflammation, infection and cancer
    Chen, Keqiang
    Huang, Jian
    Gong, Wanghua
    Iribarren, Pablo
    Dunlop, Nancy M.
    Wang, Ji Ming
    [J]. INTERNATIONAL IMMUNOPHARMACOLOGY, 2007, 7 (10) : 1271 - 1285
  • [9] Immunoglobulin G expression in carcinomas and cancer cell lines
    Chen, Zhengshan
    Gu, Jiang
    [J]. FASEB JOURNAL, 2007, 21 (11) : 2931 - 2938
  • [10] Immunoglobulin G Is Present in a Wide Variety of Soft Tissue Tumors and Correlates Well With Proliferation Markers and Tumor Grades
    Chen, Zhengshan
    Huang, Xinrui
    Ye, Juxiang
    Pan, Peng
    Cao, Qi
    Yang, Baokai
    Li, Zhuo
    Su, Meng
    Huang, Chen
    Gu, Jiang
    [J]. CANCER, 2010, 116 (08) : 1953 - 1963