Abstract
Purpose
Most patients with low-grade gliomas (LGGs) experience epileptic seizures as an initial symptom. However, the mechanism of LGG-related epilepsy is poorly understood. Genetic changes in brain tumors influence epileptic seizures, but few biomarkers have been associated with LGG-related seizures. We investigated the association between LGG-related epilepsy and tumor-specific molecular changes.
Methods
Clinical characteristics, RNA sequence data, and case follow-up data were reviewed for 76 patients with histologically confirmed LGG. Gene expression (n = 21,469) was compared between patients with preoperative epileptic seizures and those without preoperative epileptic seizures. The Engel classification was used at 6 months after surgery to evaluate the prognostic role of genes that passed the screen.
Results
Expression of RAD50 interactor 1 (RINT1) significantly differed between LGG patients with and without preoperative epileptic seizures (p = 0.003). This result was validated by applying the same analysis to RNA sequence data from The Cancer Genome Atlas (p = 0.048). Patients with high RINT1 expression were at increased risk of LGG-related seizures compared to those with low expression (p = 0.044). RINT1 was also identified as a predictor of seizure outcomes in patients with LGG at 6 months after tumor resection (p = 0.022).
Conclusions
Our results suggest that high RINT1 expression may represent a risk factor for LGG-related seizures and may be associated with seizure outcomes.
Similar content being viewed by others
References
Aronica E et al (2008) Gene expression profile analysis of epilepsy-associated gangliogliomas. Neuroscience 151:272–292. doi:10.1016/j.neuroscience.2007.10.036
Berntsson SG, Malmer B, Bondy ML, Qu M, Smits A (2009) Tumor-associated epilepsy and glioma: are there common genetic pathways? Acta Oncol 48:955–963. doi:10.1080/02841860903104145
Bjornaes H, Stabell KE, Heminghyt E, Roste GK, Bakke SJ (2004) Resective surgery for intractable focal epilepsy in patients with low IQ: predictors for seizure control and outcome with respect to seizures and neuropsychological and psychosocial functioning. Epilepsia 45:131–139
Danfors T, Ribom D, Berntsson SG, Smits A (2009) Epileptic seizures and survival in early disease of grade 2 gliomas European journal of neurology: the official journal of the European Federation of Neurological Societies 16:823-831 doi:10.1111/j.1468-1331.2009.02599.x
de Groot M, Reijneveld JC, Aronica E, Heimans JJ (2012) Epilepsy in patients with a brain tumour: focal epilepsy requires focused treatment. Brain 135:1002–1016. doi:10.1093/brain/awr310
Engel J Jr (2001) Intractable epilepsy: definition and neurobiology. Epilepsia 42(Suppl 6):3
Englot DJ, Berger MS, Barbaro NM, Chang EF (2011) Predictors of seizure freedom after resection of supratentorial low-grade gliomas: a review. J neurosurg 115:240–244. doi:10.3171/2011.3.JNS1153
Englot DJ, Berger MS, Chang EF, Garcia PA (2012) Characteristics and treatment of seizures in patients with high-grade glioma: a review. Neurosurg clin N Am 23:227-235, vii-viii doi:10.1016/j.nec.2012.01.009
Gu W, Brodtkorb E, Piepoli T, Finocchiaro G, Steinlein OK (2005) LGI1: a gene involved in epileptogenesis and glioma progression? Neurogenetics 6:59–66. doi:10.1007/s10048-005-0216-5
Hakonarson H, Grant SF (2009) Genome-wide association studies in type 1 diabetes, inflammatory bowel disease and other immune-mediated disorders. Semin Immunol 21:355–362. doi:10.1016/j.smim.2009.06.001
Heuser K, Szokol K, Tauboll E (2014) The role of glial cells in epilepsytidsskrift for den Norske laegeforening: tidsskrift for praktisk medicin. Ny Raekke 134:37–41. doi:10.4045/tidsskr.12.1344
Hirschhorn JN, Daly MJ (2005) Genome-wide association studies for common diseases and complex traits. Nat Rev Genet 6:95–108. doi:10.1038/nrg1521
Huang L, You G, Jiang T, Li G, Li S, Wang Z (2011) Correlation between tumor-related seizures and molecular genetic profile in 103 Chinese patients with low-grade gliomas: a preliminary study. J Neurol Sci 302:63–67. doi:10.1016/j.jns.2010.11.024
Imielinski M, Hakonarson H (2010) Breaking new ground in inflammatory bowel disease genetics: genome-wide association studies and beyond. Pharmacogenomics 11:663–665. doi:10.2217/pgs.10.56
Japp A, Gielen GH, Becker AJ (2013) Recent aspects of classification and epidemiology of epilepsy-associated tumors. Epilepsia 54(Suppl 9):5–11. doi:10.1111/epi.12436
Kim YH et al (2013) Seizures during the management of high-grade gliomas: clinical relevance to disease progression. J Neurooncol 113:101–109. doi:10.1007/s11060-013-1094-6
Kunapuli P, Kasyapa CS, Hawthorn L, Cowell JK (2004) LGI1, a putative tumor metastasis suppressor gene, controls in vitro invasiveness and expression of matrix metalloproteinases in glioma cells through the ERK1/2 pathway. J Biol Chem 279:23151–23157. doi:10.1074/jbc.M314192200
Leu S et al (2013) IDH/MGMT-driven molecular classification of low-grade glioma is a strong predictor for long-term survival. Neuro-Oncology 15:469–479. doi:10.1093/neuonc/nos317
Lhatoo SD, Moghimi N, Schuele S (2013) Tumor-related epilepsy and epilepsy surgery. Epilepsia 54(Suppl 9):1–4. doi:10.1111/epi.12435
Liang R, Fan Y, Wang X, Mao Q, Liu Y (2013) The significance of IDH1 mutations in tumor-associated seizure in 60 Chinese patients with low-grade gliomas. Sci World J 2013:403942. doi:10.1155/2013/403942
Mortazavi A, Williams BA, McCue K, Schaeffer L, Wold B (2008) Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 5:621–628. doi:10.1038/nmeth.1226
Okita Y et al (2012) IDH1/2 mutation is a prognostic marker for survival and predicts response to chemotherapy for grade II gliomas concomitantly treated with radiation therapy. Int J Oncol 41:1325–1336. doi:10.3892/ijo.2012.1564
Ostrom Q, Cohen ML, Ondracek A, Sloan A, Barnholtz-Sloan J (2013) Gene markers in brain tumors: what the epileptologist should know. Epilepsia 54(Suppl 9):25–29. doi:10.1111/epi.12439
Pallud J et al (2014) Epileptic seizures in diffuse low-grade gliomas in adults. Brain 137:449–462. doi:10.1093/brain/awt345
Portelli MA, Hodge E, Sayers I (2014) Genetic risk factors for the development of allergic disease identified by genome wide association. Clin Exp Allergy. doi:10.1111/cea.12327
Proposal for revised clinical and electroencephalographic classification of epileptic seizures. From the Commission on Classification and Terminology of the International League Against Epilepsy (1981) Epilepsia 22:489-501
Ruda R, Bello L, Duffau H, Soffietti R (2012) Seizures in low-grade gliomas: natural history, pathogenesis, and outcome after treatments. Neuro-Oncology 14(Suppl 4):iv55–iv64. doi:10.1093/neuonc/nos199
Soffietti R et al (2010) Guidelines on management of low-grade gliomas: report of an EFNS-EANO Task Force. Eur J Neurol 17:1124–1133. doi:10.1111/j.1468-1331.2010.03151.x
Stockhammer F, Misch M, Helms HJ, Lengler U, Prall F, von Deimling A, Hartmann C (2012) IDH1/2 mutations in WHO grade II astrocytomas associated with localization and seizure as the initial symptom. Seizure 21:194–197. doi:10.1016/j.seizure.2011.12.007
van Breemen MS, Wilms EB, Vecht CJ (2007) Epilepsy in patients with brain tumours: epidemiology, mechanisms, and management. Lancet Neurol 6:421–430. doi:10.1016/S1474-4422(07)70103-5
van Dellen E et al (2012) MEG network differences between low- and high-grade glioma related to epilepsy and cognition. PloS One 7:e50122. doi:10.1371/journal.pone.0050122
Wang K, Li M, Hakonarson H (2010) Analysing biological pathways in genome-wide association studies Nature reviews. Genetics 11:843–854. doi:10.1038/nrg2884
Wieser HG et al (2001) ILAE Commission Report Proposal for a new classification of outcome with respect to epileptic seizures following epilepsy surgery. Epilepsia 42:282–286
Yan L et al (2013) Single-cell RNA-Seq profiling of human preimplantation embryos and embryonic stem cells. Nat Struct Mol Biol 20:1131–1139. doi:10.1038/nsmb.2660
You G et al (2012) Seizure characteristics and outcomes in 508 Chinese adult patients undergoing primary resection of low-grade gliomas: a clinicopathological study. Neuro-Oncology 14:230–241. doi:10.1093/neuonc/nor205
You G et al (2013) BCL2A1 is a potential biomarker for postoperative seizure control in patients with low-grade gliomas. CNS Neurosci Ther 19:882–888. doi:10.1111/cns.12148
Acknowledgments
This work was supported by funding from the National High Technology Research and Development Program (No. 2012AA02A508), the National Basic Research Program of China (No. 2015CB755500), the National Natural Science Foundation of China (No. 81301112), and the National Key Technology Research and Development Program of the Ministry of Science and Technology of China (No. 2013BAI09B03).
Conflict of interest
The authors declare no conflict of interest.
Author information
Authors and Affiliations
Corresponding authors
Additional information
Xing Fan and Yinyan Wang have contributed equally to this study.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Fan, X., Wang, Yy., Zhang, Cb. et al. Expression of RINT1 predicts seizure occurrence and outcomes in patients with low-grade gliomas. J Cancer Res Clin Oncol 141, 729–734 (2015). https://doi.org/10.1007/s00432-014-1827-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00432-014-1827-8