TY - JOUR
T1 - DNA methylation, isocitrate dehydrogenase mutation, and survival in glioma
AU - Christensen, Brock C.
AU - Smith, Ashley A.
AU - Zheng, Shichun
AU - Koestler, Devin C.
AU - Houseman, E. Andres
AU - Marsit, Carmen J.
AU - Wiemels, Joseph L.
AU - Nelson, Heather H.
AU - Karagas, Margaret R.
AU - Wrensch, Margaret R.
AU - Kelsey, Karl T.
AU - Wiencke, John K.
PY - 2011/1/19
Y1 - 2011/1/19
N2 - Background Although much is known about molecular and chromosomal characteristics that distinguish glioma histological subtypes, DNA methylation patterns of gliomas and their association with other tumor features such as mutation of isocitrate dehydrogenase (IDH) genes have only recently begun to be investigated. Method sDNA methylation of glioblastomas, astrocytomas, oligodendrogliomas, oligoastrocytomas, ependymomas, and pilocytic astrocytomas (n = 131) from the Brain Tumor Research Center at the University of California San Francisco, as well as nontumor brain tissues (n = 7), was assessed with the Illumina GoldenGate methylation array. Methylation data were subjected to recursively partitioned mixture modeling (RPMM) to derive methylation classes. Differential DNA methylation between tumor and nontumor was also assessed. The association between methylation class and IDH mutation (IDH1 and IDH2) was tested using univariate and multivariable analysis for tumors (n = 95) with available substrate for sequencing. Survival of glioma patients carrying mutant IDH (n = 57) was compared with patients carrying wild-type IDH (n = 38) using a multivariable Cox proportional hazards model and Kaplan-Meier analysis. All statistical tests were two-sided. Results We observed a statistically significant association between RPMM methylation class and glioma histological subtype (P < 2.2 × 10-16). Compared with nontumor brain tissues, across glioma tumor histological subtypes, the differential methylation ratios of CpG loci were statistically significantly different (permutation P <. 0001). Methylation class was strongly associated with IDH mutation in gliomas (P = 3.0 × 10-16). Compared with glioma patients whose tumors harbored wild-type IDH, patients whose tumors harbored mutant IDH showed statistically significantly improved survival (hazard ratio of death = 0.27, 95% confidence interval = 0.10 to 0.72). Conclusion The homogeneity of methylation classes for gliomas with IDH mutation, despite their histological diversity, suggests that IDH mutation is associated with a distinct DNA methylation phenotype and an altered metabolic profile in glioma.
AB - Background Although much is known about molecular and chromosomal characteristics that distinguish glioma histological subtypes, DNA methylation patterns of gliomas and their association with other tumor features such as mutation of isocitrate dehydrogenase (IDH) genes have only recently begun to be investigated. Method sDNA methylation of glioblastomas, astrocytomas, oligodendrogliomas, oligoastrocytomas, ependymomas, and pilocytic astrocytomas (n = 131) from the Brain Tumor Research Center at the University of California San Francisco, as well as nontumor brain tissues (n = 7), was assessed with the Illumina GoldenGate methylation array. Methylation data were subjected to recursively partitioned mixture modeling (RPMM) to derive methylation classes. Differential DNA methylation between tumor and nontumor was also assessed. The association between methylation class and IDH mutation (IDH1 and IDH2) was tested using univariate and multivariable analysis for tumors (n = 95) with available substrate for sequencing. Survival of glioma patients carrying mutant IDH (n = 57) was compared with patients carrying wild-type IDH (n = 38) using a multivariable Cox proportional hazards model and Kaplan-Meier analysis. All statistical tests were two-sided. Results We observed a statistically significant association between RPMM methylation class and glioma histological subtype (P < 2.2 × 10-16). Compared with nontumor brain tissues, across glioma tumor histological subtypes, the differential methylation ratios of CpG loci were statistically significantly different (permutation P <. 0001). Methylation class was strongly associated with IDH mutation in gliomas (P = 3.0 × 10-16). Compared with glioma patients whose tumors harbored wild-type IDH, patients whose tumors harbored mutant IDH showed statistically significantly improved survival (hazard ratio of death = 0.27, 95% confidence interval = 0.10 to 0.72). Conclusion The homogeneity of methylation classes for gliomas with IDH mutation, despite their histological diversity, suggests that IDH mutation is associated with a distinct DNA methylation phenotype and an altered metabolic profile in glioma.
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U2 - 10.1093/jnci/djq497
DO - 10.1093/jnci/djq497
M3 - Article
C2 - 21163902
AN - SCOPUS:79251470741
SN - 0027-8874
VL - 103
SP - 143
EP - 153
JO - Journal of the National Cancer Institute
JF - Journal of the National Cancer Institute
IS - 2
ER -