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Research ArticleAdult Brain

Synthesizing a Contrast-Enhancement Map in Patients with High-Grade Gliomas Based on a Postcontrast MR Imaging Quantification Only

M. Warntjes, I. Blystad, A. Tisell and E.-M. Larsson
American Journal of Neuroradiology December 2018, 39 (12) 2194-2199; DOI: https://doi.org/10.3174/ajnr.A5870
M. Warntjes
aFrom the Centre for Medical Image Science and Visualization (M.W., I.B.., A.T.)
bDivision of Cardiovascular Medicine (M.W.)
eSyntheticMR AB (M.W.), Linköping, Sweden
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I. Blystad
aFrom the Centre for Medical Image Science and Visualization (M.W., I.B.., A.T.)
cDepartments of Radiology (I.B.)
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A. Tisell
aFrom the Centre for Medical Image Science and Visualization (M.W., I.B.., A.T.)
dRadiation Physics (A.T.), Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
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E.-M. Larsson
fDepartment of Surgical Sciences and Radiology (E.-M.L.), Uppsala University, Uppsala, Sweden.
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    Fig 1.

    A, Measured proton-density values as a function of R1 relaxation rate values of a slice of a brain of a patient with glioma grade IV before administration of GBCA (at 3T). The solid line traverses the average position of gray matter and white matter, indicating the predetermined, linear relationship between R1 and PD for the native brain parenchyma. The dotted line indicates a threshold of 0.2 seconds−1 from the solid line. B, PD and R1 of the same slice after GBCA administration in which the present glioma exhibits enhancement. Some R1 values are substantially increased above the dotted threshold line. The estimated R1 enhancement corresponds to the measured R1 value minus the corresponding R1 value on the predetermined solid line.

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    Fig 2.

    Images of the same slice as in Fig 1: synthetic T1-weighted imaging using native data (A), synthetic T1-weighted imaging using post-GBCA data (B), the native R1 map (C), the post-GBCA R1 map (D), the difference map of the coregistered native map (E), and the post-GBCA R1 synthetic-difference map based on the post-GBCA acquisition only (F).

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    Fig 3.

    2D histogram of the R1 enhancement found using the subtraction of native and post-GBCA R1 maps as a function of the synthetic R1 enhancement, based on the post-GBCA acquisition only, of all included patients. The black and white intensity in the plot is proportional to the number of times an x, y coordinate occurred. The diagonal line indicates equivalence.

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    Fig 4.

    Zoomed part around the tumor displayed in Fig 2. Synthetic T1-weighted imaging using native data (A), synthetic T1-weighted imaging using post-GBCA data (B), the ROI line as drawn by a neuroradiologist to encapsulate the border of the enhancing tumor (C). D, Synthetic R1 enhancement map shown as a green overlay on the synthetic T1-weighted image in which full color corresponds to dR1 = 1.0 seconds−1. The minimum enhancement was set at dR1 = 0.2 seconds−1. Some low-intensity enhancement is visible outside the yellow ROI. The red line indicates the edge of the intracranial volume.

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    Fig 5.

    Other examples of the synthetic R1 enhancement map and low-intensity enhancement at the edges of high-intensity enhancement in gliomas. Left: native synthetic T1-weighted image. Center: post-GBCA synthetic T1-weighted image. Right: synthetic R1 enhancement map as a green overlay. The color indicates a range of dR1 of 0.2–1.0 seconds−1. The red line indicates the edge of the intracranial volume.

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    Table 1:

    Overview of patient details

    Patient SexAge (yr)WHO 2007
    Male68Glioblastoma IV
    Female57Glioblastoma IV
    Male63Anaplastic oligodendroglioma III
    Female58Glioblastoma
    Male69Glioblastoma
    Male71Glioblastoma
    Male65Gliosarcoma
    Female65Anaplastic oligodendroglioma
    Female45Glioblastoma
    Male65Glioblastoma
    Male79Glioblastoma
    Male45Glioblastoma
    Male72Glioblastoma
    Male74Glioblastoma
    • Note:—WHO indicates World Health Organization.

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    Table 2:

    Observed R1 enhancement of the pixels of the ROI line drawn by a neuroradiologist to encapsulate the enhancing tumor, as a percentage of all values above dR1 = 0.2 seconds−1, the mean dR1, and the mean dR1 of all values of >0.2 seconds−1a

    dR1 >0.2 s−1 (%)Mean dR1 (s−1)Mean dR1 (>0.2 s−1 only) (s−1)
    SyntheticSubtractionSyntheticSubtractionSyntheticSubtraction
    On ROI line35.8 ± 14.350.3 ± 10.20.19 ± 0.090.27 ± 0.080.48 ± 0.120.46 ± 0.11
    + 1 mm8.0 ± 5.817.4 ± 9.00.03 ± 0.020.08 ± 0.050.35 ± 0.080.37 ± 0.12
    + 2 mm2.3 ± 1.58.6 ± 4.90.01 ± 0.010.04 ± 0.040.32 ± 0.150.37 ± 0.17
    • a Results are listed for the R1 difference generated by synthesizing the R1 difference map and subtraction of the pre- and post-GBCA R1 maps. Two more ROI lines were created at 1- and 2-mm outward to analyze the results if a larger margin around the enhancing tumor had been drawn.

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American Journal of Neuroradiology: 39 (12)
American Journal of Neuroradiology
Vol. 39, Issue 12
1 Dec 2018
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M. Warntjes, I. Blystad, A. Tisell, E.-M. Larsson
Synthesizing a Contrast-Enhancement Map in Patients with High-Grade Gliomas Based on a Postcontrast MR Imaging Quantification Only
American Journal of Neuroradiology Dec 2018, 39 (12) 2194-2199; DOI: 10.3174/ajnr.A5870

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Synthesizing a Contrast-Enhancement Map in Patients with High-Grade Gliomas Based on a Postcontrast MR Imaging Quantification Only
M. Warntjes, I. Blystad, A. Tisell, E.-M. Larsson
American Journal of Neuroradiology Dec 2018, 39 (12) 2194-2199; DOI: 10.3174/ajnr.A5870
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