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Home › Dataset Library › Intrinsic glioma subtypes in EORTC 26951 (part 4)

Dataset: Intrinsic glioma subtypes in EORTC 26951 (part 4)

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:
7

Source:
E-GEOD-43115

Updated:
Dec.12, 2014

Registered:
Jul.12, 2014


Factors: (via ArrayExpress)
Sample ORIGINAL DIAGNOSIS IGS SS Y AGE REVIEW DIAGNOSIS TISSUE TYPE SEX SAMPLE TRT TCGA CLASSIFICATION
GSM105689 AOD 9 4.79452054794521 41 AOD FFPE male 239 RT P
GSM1056890 AOA 18 0.778082191780822 66 AOA FF male 196 RT C
GSM1056889 AOA 18 2.3972602739726 53 GBM/AA FF male 284 RT C
GSM1056888 AOD 23 0.69041095890411 47 AOD FF female 61 RT/PCV M
GSM1056887 AOD 22 0.301369863013699 18 AOD FF female 217 RT/PCV N
GSM1056886 AOD 18 0.657534246575342 53 AOD FF male 208 RT/PCV C
GSM1056885 AOA 22 0.621917808219178 66 AOD FF male 143 RT P

Tags

  • exon
  • glioma
  • median

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