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A novel magnetic resonance imaging segmentation technique for determining diffuse intrinsic pontine glioma tumor volume.

ABSTRACT: OBJECTIVE Accurately determining diffuse intrinsic pontine glioma (DIPG) tumor volume is clinically important. The aims of the current study were to 1) measure DIPG volumes using methods that require different degrees of subjective judgment; and 2) evaluate interobserver agreement of measurements made using these methods. METHODS Eight patients from a Phase I clinical trial testing convection-enhanced delivery (CED) of a therapeutic antibody were included in the study. Pre-CED, post-radiation therapy axial T2-weighted images were analyzed using 2 methods requiring high degrees of subjective judgment (picture archiving and communication system [PACS] polygon and Volume Viewer auto-contour methods) and 1 method requiring a low degree of subjective judgment (k-means clustering segmentation) to determine tumor volumes. Lin's concordance correlation coefficients (CCCs) were calculated to assess interobserver agreement. RESULTS The CCCs of measurements made by 2 observers with the PACS polygon and the Volume Viewer auto-contour methods were 0.9465 (lower 1-sided 95% confidence limit 0.8472) and 0.7514 (lower 1-sided 95% confidence limit 0.3143), respectively. Both were considered poor agreement. The CCC of measurements made using k-means clustering segmentation was 0.9938 (lower 1-sided 95% confidence limit 0.9772), which was considered substantial strength of agreement. CONCLUSIONS The poor interobserver agreement of PACS polygon and Volume Viewer auto-contour methods highlighted the difficulty in consistently measuring DIPG tumor volumes using methods requiring high degrees of subjective judgment. k-means clustering segmentation, which requires a low degree of subjective judgment, showed better interobserver agreement and produced tumor volumes with delineated borders.

SUBMITTER: Singh R

PROVIDER: S-EPMC5498312 | biostudies-literature | 2016 Nov

REPOSITORIES: biostudies-literature

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A novel magnetic resonance imaging segmentation technique for determining diffuse intrinsic pontine glioma tumor volume.

Singh Ranjodh R Zhou Zhiping Z Tisnado Jamie J Haque Sofia S Peck Kyung K KK Young Robert J RJ Tsiouris Apostolos John AJ Thakur Sunitha B SB Souweidane Mark M MM

Journal of neurosurgery. Pediatrics 20160708 5

OBJECTIVE Accurately determining diffuse intrinsic pontine glioma (DIPG) tumor volume is clinically important. The aims of the current study were to 1) measure DIPG volumes using methods that require different degrees of subjective judgment; and 2) evaluate interobserver agreement of measurements made using these methods. METHODS Eight patients from a Phase I clinical trial testing convection-enhanced delivery (CED) of a therapeutic antibody were included in the study. Pre-CED, post-radiation th ...[more]

PMID: 27391980

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Project description:PurposeDiffusion tensor imaging for evaluation of white matter tracts is used with magnetic resonance spectroscopy (MRS) to improve management of diffuse intrinsic pontine glioma (DIPG). Changes in the apparent diffusion coefficient (ADC), fractional anisotropy (FA), and tumor metabolite ratios have been reported after initial radiation for DIPG, but these markers have not been studied sequentially in patients undergoing reirradiation for progressive DIPG. Here, we report a case series of 4 patients who received reirradiation for progressive DIPG on a prospective clinical trial in which we evaluated quantitative changes in FA, ADC, and tumor metabolites and qualitative changes in white matter tracts.Methods and materialsThe median reirradiation dose was 25.2 Gy (24-30.8 Gy). Fiber tracking was performed using standard tractography analysis. The FA and ADC values for the corticospinal and medial lemniscus tracts were calculated before and after reirradiation. Multivoxel MRS was performed. Findings were correlated with clinical features and conventional MRI of tumors.ResultsAll patients had an initial response to reirradiation as shown by a decrease in tumor size. In general, FA increased with disease response and decreased with progression, whereas ADC decreased with disease response and increased with progression. At second progression, the FA fold change relative to values during disease response decreased in both patients with available imaging at second progression. Visualization of tracts demonstrated robust reconstitution of previously disrupted paths during tumor response; conversely, there was increased fiber tract disruption and infiltration during tumor progression. The MRS analysis revealed a decrease in choline:creatinine and choline:N-acetylaspartate ratios during tumor response and increase during progression.ConclusionsDistinct changes in white matter tracts and tumor metabolism were observed in patients with DIPG undergoing reirradiation on a prospective clinical trial. Changes related to tumor response and progression were observed after 24 to 30.8 Gy reirradiation.

Project description:OBJECT:Coinfused surrogate imaging tracers can provide direct insight into the properties of convection-enhanced delivery (CED) in the nervous system. To better understand the distributive properties of CED in a clinical circumstance, the authors analyzed the imaging findings in pediatric diffuse intrinsic pontine glioma (DIPG) patients undergoing coinfusion of Gd-DTPA and interleukin-13-Pseudomonas exotoxin (IL13-PE). METHODS:Consecutive patients undergoing CED (maximal rates of 5 or 10 ?l/minute) of Gd-DTPA (1 or 5 mM) and IL13-PE (0.125 ?g/ml or 0.25 ?g/ml) for DIPG were included. Real-time MRI was performed during infusions, and imaging results were analyzed. RESULTS:Four patients (2 males, 2 females; mean age at initial infusion 13.0 ± 5.3 years; range 5-17 years) underwent 5 infusions into DIPGs. Brainstem infusions were clearly identified on T1-weighted MR images at 1-mM (1 infusion) and 5-mM (4 infusions) coinfused Gd-DTPA concentrations. While the volume of distribution (Vd) increased progressively with volume of infusion (Vi) (mean volume 2.5 ± 0.9 ml; range 1.1-3.7 ml), final Vd:Vi ratios were significantly reduced with lower Gd-DTPA concentration (Vd:Vi for 1 mM of 1.6 compared with a mean Vd:Vi ratio for 5 mM of 3.3 ± 1.0) (p = 0.04). Similarly, anatomical distribution patterns were affected by preferential flow along parallel axial fiber tracts, into prior infusion cannula tracts and intraparenchymal air pockets, and leak back around the infusion cannula at the highest rate of infusion. CONCLUSIONS:Magnetic resonance imaging of a coinfused Gd-DTPA surrogate tracer provided direct insight into the properties of CED in a clinical application. While clinically relevant Vds can be achieved by convective delivery, specific tissue properties can affect distribution volume and pattern, including Gd-DTPA concentration, preferential flow patterns, and infusion rate. Understanding of these properties of CED can enhance its clinical application. Part of clinical trial no. NCT00880061 ( ClinicalTrials.gov ).

Dataset Information

A novel magnetic resonance imaging segmentation technique for determining diffuse intrinsic pontine glioma tumor volume.

Publications

A novel magnetic resonance imaging segmentation technique for determining diffuse intrinsic pontine glioma tumor volume.

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