Literature DB >> 24974083

Applicability of apparent diffusion coefficient ratios in preoperative diagnosis of common pediatric cerebellar tumors across two institutions.

Korgün Koral1, Raphael Alford, Nabila Choudhury, Mahmud Mossa-Basha, Lynn Gargan, Barjor Gimi, Ang Gao, Song Zhang, Daniel C Bowers, Kadriye M Koral, Izlem Izbudak.   

Abstract

INTRODUCTION: The purpose of our study was to test the accuracy and applicability of decision rules utilizing apparent diffusion coefficient (ADC) ratios on accurate preoperative diagnosis of common pediatric cerebellar tumors across two institutions.
METHODS: In this HIPAA-compliant, IRB-approved study, performed at two institutions, 140 pediatric cerebellar tumors were included. Two separate reviewers placed regions of interest on the solid components of 140 tumors (98 at site A and 42 at site B) and normal brain on the ADC maps. The third reviewer who was blinded to the histopathological diagnoses made the same measurements on 140 patients to validate the data. Tumor to normal brain ADC ratios were calculated. Receiver operator curve (ROC) analysis was performed to generate thresholds to discriminate tumors. Utility of decision rules based on these thresholds was tested.
RESULTS: While ADC values of medulloblastomas were different between the sites, there was no difference among the ADC ratios of medulloblastomas, pilocytic astrocytomas, ependymomas, and atypical teratoid rhabdoid tumors between the sites. ADC ratio of ≥1.8 correctly discriminated pilocytic astrocytomas from ependymomas with a sensitivity of 0.83 and a specificity of 0.78. ADC ratio of <1.2 correctly discriminated ependymomas from embryonal tumors with a sensitivity of 0.87 and a specificity of 0.83. The proposed decision rules correctly discriminated 120 of the 140 tumors (85.71%). Age ≥2 years criterion correctly sorted medulloblastomas in 84.48% of patients and age <2 years correctly distinguished atypical teratoid rhabdoid tumors in 90.00% of patients with embryonal tumors.
CONCLUSIONS: Decision rules based on ADC ratios are applicable across two institutions in the accurate preoperative diagnosis of common pediatric cerebellar tumors.

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Year:  2014        PMID: 24974083     DOI: 10.1007/s00234-014-1398-z

Source DB:  PubMed          Journal:  Neuroradiology        ISSN: 0028-3940            Impact factor:   2.804


  21 in total

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4.  Apparent diffusion coefficients for differentiation of cerebellar tumors in children.

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Journal:  AJNR Am J Neuroradiol       Date:  2006 Jun-Jul       Impact factor: 3.825

5.  Evaluating pediatric brain tumor cellularity with diffusion-tensor imaging.

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7.  Common pediatric cerebellar tumors: correlation between cell densities and apparent diffusion coefficient metrics.

Authors:  Korgün Koral; Derek Mathis; Barjor Gimi; Lynn Gargan; Bradley Weprin; Daniel C Bowers; Linda Margraf
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8.  MRI features of atypical teratoid/rhabdoid tumors in children.

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9.  Metrics and textural features of MRI diffusion to improve classification of pediatric posterior fossa tumors.

Authors:  D Rodriguez Gutierrez; A Awwad; L Meijer; M Manita; T Jaspan; R A Dineen; R G Grundy; D P Auer
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  12 in total

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2.  Apparent diffusion coefficient mapping in medulloblastoma predicts non-infiltrative surgical planes.

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Journal:  Childs Nerv Syst       Date:  2016-07-12       Impact factor: 1.475

3.  Automatic Machine Learning to Differentiate Pediatric Posterior Fossa Tumors on Routine MR Imaging.

Authors:  H Zhou; R Hu; O Tang; C Hu; L Tang; K Chang; Q Shen; J Wu; B Zou; B Xiao; J Boxerman; W Chen; R Y Huang; L Yang; H X Bai; C Zhu
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4.  Cerebellopontine angle tumors in young children, displaying cranial nerve deficits, and restricted diffusion on diffusion-weighted imaging: a new clinical triad for atypical teratoid/rhabdoid tumors.

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Journal:  Childs Nerv Syst       Date:  2017-03-22       Impact factor: 1.475

Review 5.  Pediatric cerebellar astrocytoma: a review.

Authors:  Christopher M Bonfield; Paul Steinbok
Journal:  Childs Nerv Syst       Date:  2015-09-09       Impact factor: 1.475

6.  Apparent diffusion coefficient in differentiation of pediatric posterior fossa tumors.

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7.  Septal dysembryoplastic neuroepithelial tumor: a comprehensive clinical, imaging, histopathologic, and molecular analysis.

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Journal:  Neuro Oncol       Date:  2019-06-10       Impact factor: 12.300

8.  Application of Apparent Diffusion Coefficient Histogram Metrics for Differentiation of Pediatric Posterior Fossa Tumors : A Large Retrospective Study and Brief Review of Literature.

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Journal:  Clin Neuroradiol       Date:  2022-06-08       Impact factor: 3.649

9.  Relative ADC and Location Differ between Posterior Fossa Pilocytic Astrocytomas with and without Gangliocytic Differentiation.

Authors:  J H Harreld; S N Hwang; I Qaddoumi; R G Tatevossian; X Li; J Dalton; K Haupfear; Y Li; D W Ellison
Journal:  AJNR Am J Neuroradiol       Date:  2016-07-28       Impact factor: 3.825

Review 10.  MR Imaging of Pediatric Brain Tumors.

Authors:  Alok Jaju; Kristen W Yeom; Maura E Ryan
Journal:  Diagnostics (Basel)       Date:  2022-04-12
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