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Home › Dataset Library › Intrinsic glioma subtypes in EORTC 26951 (part 3)

Dataset: Intrinsic glioma subtypes in EORTC 26951 (part 3)

Background: Intrinsic glioma subtypes (IGS) are molecularly similar tumors that can be identified based on unsupervised gene-expression...

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Background: Intrinsic glioma subtypes (IGS) are molecularly similar tumors that can be identified based on unsupervised gene-expression analysis. Here, we have evaluated the clinical relevance of these subtypes within EORTC26951, a randomized phase III clinical trial investigating adjuvant procarbazine, CCNU (lomustine) and vincristine (PCV) chemotherapy in anaplastic oligodendroglial tumors. Our study is the first to include gene-expression profiles of formalin-fixed and paraffin-embedded (FFPE) clinical trial samples. Methods: Gene-expression profiling was performed in 140 samples: 47 fresh frozen and 93 FFPE, on HU133_Plus_2.0 and HuEx_1.0_st arrays (Affymetrix), respectively. Results: All previously identified six intrinsic glioma subtypes are present in EORTC26951. This confirms that different molecular subtypes are present within a well-defined histological subtype. Intrinsic subtypes are highly prognostic for overall- (OS) and progression-free survival (PFS). They are prognostic for PFS independent of clinical (age, performance, tumor location), molecular (1p19qLOH, IDH1 mutation, MGMT methylation) and histological parameters. Combining known molecular (1p19LOH, IDH1) prognostic parameters with intrinsic subtypes improves outcome prediction (Proportion of Explained Variation 30% v 23%). Specific genetic changes (IDH1, 1p19qLOH and EGFR amplification) segregate into different subtypes. We identified one subtype, IGS-9 (characterized by a high percentage of 1p19qLOH and IDH1 mutations), that especially benefits from PCV chemotherapy. Median OS in this subtype was 5.5 years after radiotherapy (RT) alone v 12.8 years after RT/PCV; P=0.0349; HR 2.18, 95% CI [1.06, 4.50]. Conclusion: Intrinsic subtypes are highly prognostic in EORTC26951 and improve outcome prediction when combined with other prognostic factors. Tumors assigned to IGS-9 benefit from adjuvant PCV A total of 140 samples were included in this study, profiles of 95 were FFPE derived samples run on exon arrays. 12 samples (part 2) can also be found in GSE16011 (PMID 19920198 and 16357140), and 6 from Oncomine (part 3).

Species:
human

Samples:
6

Source:
E-GEOD-43114

Updated:
Dec.12, 2014

Registered:
Jul.12, 2014


Factors: (via ArrayExpress)
Sample SAMPLE TRT IGS SS Y AGE REVIEW DIAGNOSIS EGFR SEX ORIGINAL DIAGNOSIS CIMP 1P19Q LOH MGMT EVENT TCGA CLASSIFICATION
GSM1056884 192 RT/PCV 18 1.35342465753425 55 AOD AMP male AOD not specified no loss unmeth deceased C
GSM1056883 171 RT 22 2.37260273972603 20 AOA wt female AOA not specified no loss unmeth deceased P
GSM1056882 99 RT 18 3.71780821917808 19 AOD wt female AOD CIMP- no loss meth deceased C
GSM105688 94 RT 16 0.961643835616438 47 AOD wt male AOD not specified no loss unmeth deceased P
GSM1056880 80 RT/PCV 18 2.1041095890411 51 AOA AMP male AOA not specified no loss meth deceased C
GSM1056879 15 RT/PCV 9 7.68767123287671 42 AOD wt male AOD CIMP+ LOH meth alive P

Tags

  • exon
  • glioma
  • median

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