Literature DB >> 24474262

Pretreatment Dynamic Susceptibility Contrast MRI Perfusion in Glioblastoma: Prediction of EGFR Gene Amplification.

A Gupta1, R J Young, A D Shah, A D Schweitzer, J J Graber, W Shi, Z Zhang, J Huse, A M P Omuro.   

Abstract

BACKGROUND AND
PURPOSE: Molecular and genetic testing is becoming increasingly relevant in GBM. We sought to determine whether dynamic susceptibility contrast (DSC) magnetic resonance imaging (MRI) perfusion imaging could predict EGFR-defined subtypes of GBM.
MATERIALS AND METHODS: We retrospectively identified 106 consecutive glioblastoma (GBM) patients with known EGFR gene amplification, and a subset of 65 patients who also had known EGFRvIII gene mutation status. All patients underwent T2* DSC MRI perfusion. DSC perfusion maps and T2* signal intensity time curves were evaluated, and the following measures of tumor perfusion were recorded: (1) maximum relative cerebral blood volume (rCBV), (2) relative peak height (rPH), and (3) percent signal recovery (PSR). The imaging metrics were correlated to EGFR gene amplification and EGFRvIII mutation status using univariate analyses.
RESULTS: EGFR amplification was present in 44 (41.5 %) subjects and absent in 62 (58.5 %). Among the 65 subjects who had undergone EGFRvIII mutation transcript analysis, 18 subjects (27.7 %) tested positive for the EGFRvIII mutation, whereas 47 (72.3 %) did not. Higher median rCBV (3.31 versus 2.62, p = 0.01) and lower PSR (0.70 versus 0.78, p = 0.03) were associated with high levels of EGFR amplification. Higher median rPH (3.68 versus 2.76, p = 0.03) was associated with EGFRvIII mutation.
CONCLUSION: DSC MRI perfusion may have a role in identifying patients with EGFR gene amplification and EGFRvIII gene mutation status, potential targets for individualized treatment protocols. Our results raise the need for further investigation for imaging biomarkers of genetically unique GBM subtypes.

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Year:  2014        PMID: 24474262      PMCID: PMC4712066          DOI: 10.1007/s00062-014-0289-3

Source DB:  PubMed          Journal:  Clin Neuroradiol        ISSN: 1869-1439            Impact factor:   3.649


  38 in total

1.  Dynamic susceptibility contrast MR imaging: correlation of signal intensity changes with cerebral blood volume measurements.

Authors:  S Cha; S Lu; G Johnson; E A Knopp
Journal:  J Magn Reson Imaging       Date:  2000-02       Impact factor: 4.813

Review 2.  Intracranial mass lesions: dynamic contrast-enhanced susceptibility-weighted echo-planar perfusion MR imaging.

Authors:  Soonmee Cha; Edmond A Knopp; Glyn Johnson; Stephan G Wetzel; Andrew W Litt; David Zagzag
Journal:  Radiology       Date:  2002-04       Impact factor: 11.105

3.  Dynamic, contrast-enhanced perfusion MRI in mouse gliomas: correlation with histopathology.

Authors:  Soonmee Cha; Glyn Johnson; Youssef Zaim Wadghiri; Olivier Jin; Jim Babb; David Zagzag; Daniel H Turnbull
Journal:  Magn Reson Med       Date:  2003-05       Impact factor: 4.668

4.  Epidermal growth factor stimulates vascular endothelial growth factor production by human malignant glioma cells: a model of glioblastoma multiforme pathophysiology.

Authors:  C K Goldman; J Kim; W L Wong; V King; T Brock; G Y Gillespie
Journal:  Mol Biol Cell       Date:  1993-01       Impact factor: 4.138

5.  Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma.

Authors:  Roger Stupp; Warren P Mason; Martin J van den Bent; Michael Weller; Barbara Fisher; Martin J B Taphoorn; Karl Belanger; Alba A Brandes; Christine Marosi; Ulrich Bogdahn; Jürgen Curschmann; Robert C Janzer; Samuel K Ludwin; Thierry Gorlia; Anouk Allgeier; Denis Lacombe; J Gregory Cairncross; Elizabeth Eisenhauer; René O Mirimanoff
Journal:  N Engl J Med       Date:  2005-03-10       Impact factor: 91.245

6.  Identification of noninvasive imaging surrogates for brain tumor gene-expression modules.

Authors:  Maximilian Diehn; Christine Nardini; David S Wang; Susan McGovern; Mahesh Jayaraman; Yu Liang; Kenneth Aldape; Soonmee Cha; Michael D Kuo
Journal:  Proc Natl Acad Sci U S A       Date:  2008-03-24       Impact factor: 11.205

7.  Potential role of preoperative conventional MRI including diffusion measurements in assessing epidermal growth factor receptor gene amplification status in patients with glioblastoma.

Authors:  R J Young; A Gupta; A D Shah; J J Graber; A D Schweitzer; A Prager; W Shi; Z Zhang; J Huse; A M P Omuro
Journal:  AJNR Am J Neuroradiol       Date:  2013-06-27       Impact factor: 3.825

8.  Glioma grading: sensitivity, specificity, and predictive values of perfusion MR imaging and proton MR spectroscopic imaging compared with conventional MR imaging.

Authors:  Meng Law; Stanley Yang; Hao Wang; James S Babb; Glyn Johnson; Soonmee Cha; Edmond A Knopp; David Zagzag
Journal:  AJNR Am J Neuroradiol       Date:  2003 Nov-Dec       Impact factor: 3.825

9.  Mutant epidermal growth factor receptor up-regulates molecular effectors of tumor invasion.

Authors:  Anita Lal; Chad A Glazer; Holly M Martinson; Henry S Friedman; Gary E Archer; John H Sampson; Gregory J Riggins
Journal:  Cancer Res       Date:  2002-06-15       Impact factor: 12.701

10.  Clinical significance of EGFR amplification and the aberrant EGFRvIII transcript in conventionally treated astrocytic gliomas.

Authors:  Lu Liu; L Magnus Bäcklund; Bo R Nilsson; Dan Grandér; Koichi Ichimura; Helena M Goike; V Peter Collins
Journal:  J Mol Med (Berl)       Date:  2005-08-26       Impact factor: 4.599

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  29 in total

1.  Arterial spin labeling perfusion-weighted imaging aids in prediction of molecular biomarkers and survival in glioblastomas.

Authors:  Roh-Eul Yoo; Tae Jin Yun; Inpyeong Hwang; Eun Kyoung Hong; Koung Mi Kang; Seung Hong Choi; Chul-Kee Park; Jae-Kyung Won; Ji-Hoon Kim; Chul-Ho Sohn
Journal:  Eur Radiol       Date:  2019-08-29       Impact factor: 5.315

2.  MRI features can predict EGFR expression in lower grade gliomas: A voxel-based radiomic analysis.

Authors:  Yiming Li; Xing Liu; Kaibin Xu; Zenghui Qian; Kai Wang; Xing Fan; Shaowu Li; Yinyan Wang; Tao Jiang
Journal:  Eur Radiol       Date:  2017-07-28       Impact factor: 5.315

Review 3.  Benefits of dynamic susceptibility-weighted contrast-enhanced perfusion MRI for glioma diagnosis and therapy.

Authors:  Ramon Francisco Barajas; Soonmee Cha
Journal:  CNS Oncol       Date:  2014-11

Review 4.  Imaging signatures of glioblastoma molecular characteristics: A radiogenomics review.

Authors:  Anahita Fathi Kazerooni; Spyridon Bakas; Hamidreza Saligheh Rad; Christos Davatzikos
Journal:  J Magn Reson Imaging       Date:  2019-08-27       Impact factor: 4.813

Review 5.  Imaging genomics in cancer research: limitations and promises.

Authors:  Harrison X Bai; Ashley M Lee; Li Yang; Paul Zhang; Christos Davatzikos; John M Maris; Sharon J Diskin
Journal:  Br J Radiol       Date:  2016-02-11       Impact factor: 3.039

6.  Mesoscopic imaging of glioblastomas: Are diffusion, perfusion and spectroscopic measures influenced by the radiogenetic phenotype?

Authors:  Theo Demerath; Carl Philipp Simon-Gabriel; Elias Kellner; Ralf Schwarzwald; Thomas Lange; Dieter Henrik Heiland; Peter Reinacher; Ori Staszewski; Hansjörg Mast; Valerij G Kiselev; Karl Egger; Horst Urbach; Astrid Weyerbrock; Irina Mader
Journal:  Neuroradiol J       Date:  2016-11-19

7.  Radiogenomics to characterize regional genetic heterogeneity in glioblastoma.

Authors:  Leland S Hu; Shuluo Ning; Jennifer M Eschbacher; Leslie C Baxter; Nathan Gaw; Sara Ranjbar; Jonathan Plasencia; Amylou C Dueck; Sen Peng; Kris A Smith; Peter Nakaji; John P Karis; C Chad Quarles; Teresa Wu; Joseph C Loftus; Robert B Jenkins; Hugues Sicotte; Thomas M Kollmeyer; Brian P O'Neill; William Elmquist; Joseph M Hoxworth; David Frakes; Jann Sarkaria; Kristin R Swanson; Nhan L Tran; Jing Li; J Ross Mitchell
Journal:  Neuro Oncol       Date:  2016-08-08       Impact factor: 12.300

8.  T1-Weighted Dynamic Contrast-Enhanced MRI as a Noninvasive Biomarker of Epidermal Growth Factor Receptor vIII Status.

Authors:  J Arevalo-Perez; A A Thomas; T Kaley; J Lyo; K K Peck; A I Holodny; I K Mellinghoff; W Shi; Z Zhang; R J Young
Journal:  AJNR Am J Neuroradiol       Date:  2015-09-03       Impact factor: 3.825

9.  Diagnostic Accuracy of T1-Weighted Dynamic Contrast-Enhanced-MRI and DWI-ADC for Differentiation of Glioblastoma and Primary CNS Lymphoma.

Authors:  X Lin; M Lee; O Buck; K M Woo; Z Zhang; V Hatzoglou; A Omuro; J Arevalo-Perez; A A Thomas; J Huse; K Peck; A I Holodny; R J Young
Journal:  AJNR Am J Neuroradiol       Date:  2016-12-08       Impact factor: 3.825

Review 10.  Imaging of intratumoral heterogeneity in high-grade glioma.

Authors:  Leland S Hu; Andrea Hawkins-Daarud; Lujia Wang; Jing Li; Kristin R Swanson
Journal:  Cancer Lett       Date:  2020-02-27       Impact factor: 8.679

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