ADC Histogram Analysis of Pediatric Low-Grade Glioma Treated with Selumetinib: A Report from the Pediatric Brain Tumor Consortium
- 24 February 2022
- journal article
- research article
- Published by American Society of Neuroradiology (ASNR) in American Journal of Neuroradiology
- Vol. 43 (3) , 455-461
Abstract
BACKGROUND AND PURPOSE: Selumetinib is a promising MAP (mitogen-activated protein) kinase (MEK) 1/2 inhibitor treatment for pediatric low-grade gliomas. We hypothesized that MR imaging–derived ADC histogram metrics would be associated with survival and response to treatment with selumetinib. MATERIALS AND METHODS: Children with recurrent, refractory, or progressive pediatric low-grade gliomas who had World Health Organization grade I pilocytic astrocytoma with KIAA1549–BRAF fusion or the BRAF V600E mutation (stratum 1), neurofibromatosis type 1–associated pediatric low-grade gliomas (stratum 3), or sporadic non-neurofibromatosis type 1 optic pathway and hypothalamic glioma (OPHG) (stratum 4) were treated with selumetinib for up to 2 years. Quantitative ADC histogram metrics were analyzed for total and enhancing tumor volumes at baseline and during treatment. RESULTS: Each stratum comprised 25 patients. Stratum 1 responders showed lower values of SD of baseline ADC_total as well as a larger decrease with time on treatment in ADC_total mean, mode, and median compared with nonresponders. Stratum 3 responders showed a greater longitudinal decrease in ADC_total. In stratum 4, higher baseline ADC_total skewness and kurtosis were associated with shorter progression-free survival. When all 3 strata were combined, responders showed a greater decrease with time in ADC_total mode and median. Compared with sporadic OPHG, neurofibromatosis type 1–associated OPHG had lower values of ADC_total mean, mode, and median as well as ADC_enhancement mean and median and higher values of ADC_total skewness and kurtosis at baseline. The longitudinal decrease in ADC_total median during treatment was significantly greater in sporadic OPHG compared with neurofibromatosis type 1–associated OPHG. CONCLUSIONS: ADC histogram metrics are associated with progression-free survival and response to treatment with selumetinib in pediatric low-grade gliomas.Keywords
Funding Information
- American Lebanese Syrian Associated Charities
- AstraZeneca
- National Cancer Institute (NCI Cancer Therapy Evaluation Program, NIH/NCI Cancer Center Support Grant P30 CA008748, UM1CA081457)
This publication has 40 references indexed in Scilit:
- Paradoxical activation and RAF inhibitor resistance of BRAF protein kinase fusions characterizing pediatric astrocytomasProceedings of the National Academy of Sciences, 2013
- Fiji: an open-source platform for biological-image analysisNature Methods, 2012
- Oncogenic RAF1 rearrangement and a novel BRAF mutation as alternatives to KIAA1549:BRAF fusion in activating the MAPK pathway in pilocytic astrocytomaOncogene, 2009
- fdrtool: a versatile R package for estimating local and tail area-based false discovery ratesBioinformatics, 2008
- Clinical and Molecular Characteristics of Malignant Transformation of Low-Grade Glioma in ChildrenJournal of Clinical Oncology, 2007
- Second Primary Tumors in Neurofibromatosis 1 Patients Treated for Optic Glioma: Substantial Risks After RadiotherapyJournal of Clinical Oncology, 2006
- Molecular Profiles of Neurofibromatosis Type 1-Associated Plexiform NeurofibromasClinical Cancer Research, 2004
- A population-based study of the incidence and survival rates in patients with pilocytic astrocytomaJournal of Neurosurgery, 2003
- Evaluating Pediatric Brain Tumor Cellularity with Diffusion-Tensor ImagingAmerican Journal of Roentgenology, 2001
- Prognostic Significance of Type 1 Neurofibromatosis (von Recklinghausen Disease) in Childhood Optic GliomaNeurosurgery, 1996