Dataset Information

MR Imaging Correlates for Molecular and Mutational Analyses in Children with Diffuse Intrinsic Pontine Glioma.

ABSTRACT:

Background and purpose

Recent advances in molecular techniques have characterized distinct subtypes of diffuse intrinsic pontine gliomas. Our aim was the identification of MR imaging correlates of these subtypes.

Materials and methods

Initial MRIs from subjects with diffuse intrinsic pontine gliomas recruited for a prospective clinical trial before treatment were analyzed. Retrospective imaging analyses included FLAIR/T2 tumor volume, tumor volume enhancing, the presence of cyst and/or necrosis, median, mean, mode, skewness, kurtosis of ADC tumor volume based on FLAIR, and enhancement at baseline. Molecular subgroups based on EGFR and MGMT mutations were established. Histone mutations were also determined (H3F3A, HIST1H3B, HIST1H3C). Univariate Cox proportional hazards regression was used to test the association of imaging predictors with overall and progression-free survival. Wilcoxon rank sum, Kruskal-Wallis, and Fisher exact tests were used to compare imaging measures among groups.

Results

Fifty patients had biopsy and MR imaging. The median age at trial registration was 6 years (range, 3.3-17.5 years); 52% were female. On the basis of immunohistochemical results, 48 patients were assigned to 1 of 4 subgroups: 28 in MGMT-/epidermal growth factor receptor (EGFR)-, 14 in MGMT-/EGFR+, 3 in MGMT+/EGFR-, and 3 in MGMT+/EGFR+. Twenty-three patients had histone mutations in H3F3A, 8 in HIST1H3B, and 3 in HIST1H3C. Enhancing tumor volume was near-significantly different across molecular subgroups (P = .04), after accounting for the false discovery rate. Tumor volume enhancing, median, mode, skewness, and kurtosis ADC T2-FLAIR/T2 were significantly different (P ≤ .048) between patients with H3F3A and HIST1H3B/C mutations.

Conclusions

MR imaging features including enhancement and ADC histogram parameters are correlated with molecular subgroups and mutations in children with diffuse intrinsic pontine gliomas.

SUBMITTER: Jaimes C

PROVIDER: S-EPMC7228178 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:Abstract PURPOSE: To correlate MR imaging findings with molecular analyses in DIPG. METHODS: Baseline MR imaging studies, including standard pre- and post-contrast MR sequences, were reviewed from patients included in our multi-institutional, IRB-approved DIPG trial NCT01182350. Prospectively acquired imaging data were analyzed after study closure, including FLAIR/T2 tumor volume; tumor volume enhancement and cyst/necrosis; median, mean, mode, skewness, and kurtosis of apparent diffusion coefficient (ADC) tumor volume based on both FLAIR and enhancement at baseline. Whole-genome and RNA-sequencing identified histone mutations. We applied univariate Cox proportional-hazards regression modeling to test the association of imaging predictors with overall (OS) and progression-free survival (PFS). Wilcoxon rank-sum, Kruskal-Wallis, and Fisher’s exact tests compared imaging measures between groups. RESULTS: Fifty patients underwent biopsy and MRI. Median age at trial registration was 6 years (range,3.3–17.5 years); 52% of patients were female. Molecular subgroup study assignments for 48 patients’ tumors were as follows: 28 in MGMT-/EGFR-, 14 in MGMT-/EGFR+, 3 in MGMT+/EGFR-, and 3 in MGMT+/EGFR+. Further genetic testing identified mutations in histones, PDGFRA, ACVR1, TP53, EGFR, PPM1D, FGFR, and/or PI3K. Twenty-three tumors possessed histone mutations in H3F3A, 8 in HIST1H3B, and 3 in HISTH3C. Median follow-up time was 11 months (range,0.4–33 months). Poorer OS (p=0.01) and PFS (p=0.001) were significantly associated with increased enhancing tumor volume. Enhancing tumor volume also differed significantly across molecular subgroups (p=0.047). Tumor enhancement, mode, skewness, and kurtosis ADC-FLAIR differed significantly (p?0.048) between patients with H3F3A and HIST1H3B mutations. Tumor enhancement, median, mode, skewness, and kurtosis ADC-FLAIR also differed significantly (p?0.048) between patients with H3F3A and HIST1H3B or HISTH3C mutations. CONCLUSIONS: MR imaging features including enhancement and ADC histogram parameters correlate to molecular subgroups in DIPG. Further studies are required to verify and refine these findings in a larger cohort.