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Research ArticleAdult Brain
Open Access

Associating IDH and TERT Mutations in Glioma with Diffusion Anisotropy in Normal-Appearing White Matter

H. Halilibrahimoğlu, K. Polat, S. Keskin, O. Genç, O. Aslan, E. Öztürk-Işık, C. Yakıcıer, A.E. Danyeli, M.N. Pamir, K. Özduman, A. Dinçer and A. Özcan
American Journal of Neuroradiology April 2023, DOI: https://doi.org/10.3174/ajnr.A7855
H. Halilibrahimoğlu
bDepartment of Biomedical Engineering (H.H.), McGill University, Montréal, Quebec, Canada
cBiomedical Imaging Research and Development Center (H.H., K.P., S.K., O.A.)
iInstitute of Biomedical Engineering (H.H., O.G., E.Ö.-I.), Boğaziçi University Kandilli Campus, Çengelköy, Istanbul, Turkey
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  • ORCID record for H. Halilibrahimoğlu
K. Polat
aFrom the Department of Electrical and Electronics Engineering (K.P., A.Ö.), Boğaziçi University, Bebek, Istanbul, Turkey
cBiomedical Imaging Research and Development Center (H.H., K.P., S.K., O.A.)
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S. Keskin
cBiomedical Imaging Research and Development Center (H.H., K.P., S.K., O.A.)
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O. Genç
iInstitute of Biomedical Engineering (H.H., O.G., E.Ö.-I.), Boğaziçi University Kandilli Campus, Çengelköy, Istanbul, Turkey
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O. Aslan
cBiomedical Imaging Research and Development Center (H.H., K.P., S.K., O.A.)
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E. Öztürk-Işık
gBrain Tumor Research Group (E.Ö.-I., A.E.D., M.N.P., K.Ö., A.D.)
hCenter for Neuroradiological Advanced Research (E.Ö.-I., M.N.P., K.Ö., A.D.), Acibadem Mehmet Ali Aydinlar University, Ataşehir, Istanbul, Turkey
iInstitute of Biomedical Engineering (H.H., O.G., E.Ö.-I.), Boğaziçi University Kandilli Campus, Çengelköy, Istanbul, Turkey
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  • ORCID record for E. Öztürk-Işık
C. Yakıcıer
jYoctoSensum Biotechnoogy (C.Y.), Fenerbahçe, Istanbul, Turkey
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A.E. Danyeli
dDepartment of Pathology (A.E.D.)
gBrain Tumor Research Group (E.Ö.-I., A.E.D., M.N.P., K.Ö., A.D.)
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M.N. Pamir
eDepartment of Neurosurgery (M.N.P., K.Ö.)
gBrain Tumor Research Group (E.Ö.-I., A.E.D., M.N.P., K.Ö., A.D.)
hCenter for Neuroradiological Advanced Research (E.Ö.-I., M.N.P., K.Ö., A.D.), Acibadem Mehmet Ali Aydinlar University, Ataşehir, Istanbul, Turkey
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K. Özduman
eDepartment of Neurosurgery (M.N.P., K.Ö.)
gBrain Tumor Research Group (E.Ö.-I., A.E.D., M.N.P., K.Ö., A.D.)
hCenter for Neuroradiological Advanced Research (E.Ö.-I., M.N.P., K.Ö., A.D.), Acibadem Mehmet Ali Aydinlar University, Ataşehir, Istanbul, Turkey
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A. Dinçer
fDepartment of Radiology (A.D.)
gBrain Tumor Research Group (E.Ö.-I., A.E.D., M.N.P., K.Ö., A.D.)
hCenter for Neuroradiological Advanced Research (E.Ö.-I., M.N.P., K.Ö., A.D.), Acibadem Mehmet Ali Aydinlar University, Ataşehir, Istanbul, Turkey
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A. Özcan
aFrom the Department of Electrical and Electronics Engineering (K.P., A.Ö.), Boğaziçi University, Bebek, Istanbul, Turkey
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  • FIG 1.
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    FIG 1.

    Patient-selection flowchart.

  • FIG 2.
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    FIG 2.

    NAWM segmentations and masks. T2WI (A), semiautomatic NAWM boundary demarcations overlaid on T2WI (B), the coregistered B0 image (C), NAWM boundary demarcations on the coregistered B0 image (D), total NAWM mask on T2WI (E), on B0 image (F), and the corresponding right (G) and left (H) hemisphere masks.

  • FIG 3.
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    FIG 3.

    Boxplots of WB-NAWM means of ADC, λ1, RD, λ2, λ3, FA, and RA grouped by IDH-TERT subgroups (A), IDH mutation (B), and TERT (C) mutation statuses, respectively. The asterisk indicates P < .05, and double asterisks indicate P < .008 according to the Bonferroni correction for multiple-comparison analysis. The plus sign indicates outlier values, whiskers indicate minimum and maximum values, the box limits are 25th and 75th percentiles, and the midline shows the median. Neg. indicates negative; pos., positive.

  • FIG 4.
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    FIG 4.

    Boxplots of HMeD (contralateral-ipsilateral) of ADC, λ1, RD, λ2, λ3, FA, and RA grouped by IDH-TERT subgroups (A), IDH mutation (B), and TERT mutation (C) statuses, respectively. Fig 3 and Fig 4 legends are the same.

Tables

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    Table 1:

    Cohort characteristics

    Patient Demographics (n = 70) 
    Mean age (yr)43.73 (SD, 15.32)
    Sex (female/male)30:40
    Tumor characteristics 
     Mutation status wt/mut (No.) (%)
     IDHmut29/41 (41%/59%)
     TERTmut33/37 (47%/53%)
    Tumor grade, mutation (No.) (%)
     1, IDHmut/TERTmut1 (1%), 0/0
     2, IDHmut/TERTmut29 (41%), 24/16
     3, IDHmut/TERTmut22 (31%), 15/8
     4, IDHmut/TERTmut18 (26%), 2/13
    • View popup
    Table 2:

    Comparison of WB-NAWM means and HMeD of diffusion parameters for IDH-TERT molecular subgroups

     ADCλ1 (AD)RDλ2λ3FARA
    IDH-TERT subgroup Kruskal-Wallis test P values       
     WB–NAWM.10.03a.01a.01a.01a.001a.001a
     HMeD.10.01a.04a.044a.02a<.001a<.001a
    IDH-TERT subgroup multiple comparisons P values       
     WB-NAWM
      DN vs IDHonly–.59.64.61.74.52.58
      DN vs TERTonly–.99.87.88.86.82.77
      DN vs DP–.70.82.91.79.68.69
      IDHonly vs TERTonly–.04a.01b.007b.01a.002b.002b
      IDHonly vs DP–>.99>.99.99>.99>.99>.99
      TERTonly vs DP–.10.04a.08.03a.01a.01a
     HMeD
      DN vs IDHonly–.02a.61.26.99.86.79
      DN vs TERTonly–.89.04a.04a.06.21.30
      DN vs DP–.25.91.75>.99.96.89
      IDHonly vs TERTonly–.07.44.87.07<.001b<001b
      IDHonly vs DP–.87>.99.96>.99>.99>.99
     TERTonly vs DP–.75.22.41.08.002b.002b
    • Note:—En dash indicates that multiple comparisons were not performed due to lack of statistical significance in the Kruskal-Wallis test.

    • ↵a P < .05.

    • ↵b P < .008.

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    Table 3:

    Comparison of WB–NAWM means and HMeD of diffusion parameters for IDH and TERT mutation status

     ADCλ1 (AD)RDλ2λ3FARA
    IDHmut Mann-Whitney test P values       
     WB–NAWM.02a.003a.001a.001a.001a<.001a.03a
     HMeD.48.002a.32.73.055<.001a<.001a
    TERTmut Mann-Whitney test P values      
     WB–NAWM.21.22.09.057.12.07.07
     HMeD.73.31.14.27.054.01a.02a
    • ↵a P < .05.

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H. Halilibrahimoğlu, K. Polat, S. Keskin, O. Genç, O. Aslan, E. Öztürk-Işık, C. Yakıcıer, A.E. Danyeli, M.N. Pamir, K. Özduman, A. Dinçer, A. Özcan
Associating IDH and TERT Mutations in Glioma with Diffusion Anisotropy in Normal-Appearing White Matter
American Journal of Neuroradiology Apr 2023, DOI: 10.3174/ajnr.A7855

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Associating IDH and TERT Mutations in Glioma with Diffusion Anisotropy in Normal-Appearing White Matter
H. Halilibrahimoğlu, K. Polat, S. Keskin, O. Genç, O. Aslan, E. Öztürk-Işık, C. Yakıcıer, A.E. Danyeli, M.N. Pamir, K. Özduman, A. Dinçer, A. Özcan
American Journal of Neuroradiology Apr 2023, DOI: 10.3174/ajnr.A7855
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