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MR Fingerprinting of Adult Brain Tumors: Initial Experience.

Publication ,  Journal Article
Badve, C; Yu, A; Dastmalchian, S; Rogers, M; Ma, D; Jiang, Y; Margevicius, S; Pahwa, S; Lu, Z; Schluchter, M; Sunshine, J; Griswold, M ...
Published in: AJNR Am J Neuroradiol
March 2017

BACKGROUND AND PURPOSE: MR fingerprinting allows rapid simultaneous quantification of T1 and T2 relaxation times. This study assessed the utility of MR fingerprinting in differentiating common types of adult intra-axial brain tumors. MATERIALS AND METHODS: MR fingerprinting acquisition was performed in 31 patients with untreated intra-axial brain tumors: 17 glioblastomas, 6 World Health Organization grade II lower grade gliomas, and 8 metastases. T1, T2 of the solid tumor, immediate peritumoral white matter, and contralateral white matter were summarized within each ROI. Statistical comparisons on mean, SD, skewness, and kurtosis were performed by using the univariate Wilcoxon rank sum test across various tumor types. Bonferroni correction was used to correct for multiple-comparison testing. Multivariable logistic regression analysis was performed for discrimination between glioblastomas and metastases, and area under the receiver operator curve was calculated. RESULTS: Mean T2 values could differentiate solid tumor regions of lower grade gliomas from metastases (mean, 172 ± 53 ms, and 105 ± 27 ms, respectively; P = .004, significant after Bonferroni correction). The mean T1 of peritumoral white matter surrounding lower grade gliomas differed from peritumoral white matter around glioblastomas (mean, 1066 ± 218 ms, and 1578 ± 331 ms, respectively; P = .004, significant after Bonferroni correction). Logistic regression analysis revealed that the mean T2 of solid tumor offered the best separation between glioblastomas and metastases with an area under the curve of 0.86 (95% CI, 0.69-1.00; P < .0001). CONCLUSIONS: MR fingerprinting allows rapid simultaneous T1 and T2 measurement in brain tumors and surrounding tissues. MR fingerprinting-based relaxometry can identify quantitative differences between solid tumor regions of lower grade gliomas and metastases and between peritumoral regions of glioblastomas and lower grade gliomas.

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Published In

AJNR Am J Neuroradiol

DOI

EISSN

1936-959X

Publication Date

March 2017

Volume

38

Issue

3

Start / End Page

492 / 499

Location

United States

Related Subject Headings

  • Statistics, Nonparametric
  • Nuclear Medicine & Medical Imaging
  • Middle Aged
  • Male
  • Humans
  • Female
  • Diffusion Magnetic Resonance Imaging
  • Brain Neoplasms
  • Aged
  • Adult
 

Citation

APA
Chicago
ICMJE
MLA
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Badve, C., Yu, A., Dastmalchian, S., Rogers, M., Ma, D., Jiang, Y., … Gulani, V. (2017). MR Fingerprinting of Adult Brain Tumors: Initial Experience. AJNR Am J Neuroradiol, 38(3), 492–499. https://doi.org/10.3174/ajnr.A5035
Badve, C., A. Yu, S. Dastmalchian, M. Rogers, D. Ma, Y. Jiang, S. Margevicius, et al. “MR Fingerprinting of Adult Brain Tumors: Initial Experience.AJNR Am J Neuroradiol 38, no. 3 (March 2017): 492–99. https://doi.org/10.3174/ajnr.A5035.
Badve C, Yu A, Dastmalchian S, Rogers M, Ma D, Jiang Y, et al. MR Fingerprinting of Adult Brain Tumors: Initial Experience. AJNR Am J Neuroradiol. 2017 Mar;38(3):492–9.
Badve, C., et al. “MR Fingerprinting of Adult Brain Tumors: Initial Experience.AJNR Am J Neuroradiol, vol. 38, no. 3, Mar. 2017, pp. 492–99. Pubmed, doi:10.3174/ajnr.A5035.
Badve C, Yu A, Dastmalchian S, Rogers M, Ma D, Jiang Y, Margevicius S, Pahwa S, Lu Z, Schluchter M, Sunshine J, Griswold M, Sloan A, Gulani V. MR Fingerprinting of Adult Brain Tumors: Initial Experience. AJNR Am J Neuroradiol. 2017 Mar;38(3):492–499.

Published In

AJNR Am J Neuroradiol

DOI

EISSN

1936-959X

Publication Date

March 2017

Volume

38

Issue

3

Start / End Page

492 / 499

Location

United States

Related Subject Headings

  • Statistics, Nonparametric
  • Nuclear Medicine & Medical Imaging
  • Middle Aged
  • Male
  • Humans
  • Female
  • Diffusion Magnetic Resonance Imaging
  • Brain Neoplasms
  • Aged
  • Adult