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Research ArticlePediatric Neuroimaging

MR Imaging Correlates for Molecular and Mutational Analyses in Children with Diffuse Intrinsic Pontine Glioma

C. Jaimes, S. Vajapeyam, D. Brown, P.-C. Kao, C. Ma, L. Greenspan, N. Gupta, L. Goumnerova, P. Bandopahayay, F. Dubois, N.F. Greenwald, T. Zack, O. Shapira, R. Beroukhim, K.L. Ligon, S. Chi, M.W. Kieran, K.D. Wright and T.Y. Poussaint
American Journal of Neuroradiology May 2020, 41 (5) 874-881; DOI: https://doi.org/10.3174/ajnr.A6546
C. Jaimes
aFrom the Departments of Radiology (C.J., S.V., T.Y.P.)
cFetal-Neonatal Neuroimaging and Developmental Science Center (C.J.), Division of Newborn Medicine; Boston Children’s Hospital, Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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S. Vajapeyam
aFrom the Departments of Radiology (C.J., S.V., T.Y.P.)
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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D. Brown
dTumor Imaging Metrics Core (D.B.), Massachusetts General Hospital, Boston, Massachusetts
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P.-C. Kao
bPediatrics, Division of Oncology (P.-C.K., C.M., L.G., P.B., R.B., S.C., K.D.W.)
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
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C. Ma
bPediatrics, Division of Oncology (P.-C.K., C.M., L.G., P.B., R.B., S.C., K.D.W.)
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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L. Greenspan
bPediatrics, Division of Oncology (P.-C.K., C.M., L.G., P.B., R.B., S.C., K.D.W.)
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
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N. Gupta
fDepartment of Pediatric Neurosurgery (N.G.), University of California San Francisco Benioff Children’s Hospital, San Francisco, California
jUniversity of California San Francisco School of Medicine (N.G., T.Z.), San Francisco, California
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L. Goumnerova
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P. Bandopahayay
bPediatrics, Division of Oncology (P.-C.K., C.M., L.G., P.B., R.B., S.C., K.D.W.)
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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F. Dubois
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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N.F. Greenwald
kStanford University School of Medicine (N.F.G.), Palo Alto, California
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T. Zack
jUniversity of California San Francisco School of Medicine (N.G., T.Z.), San Francisco, California
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O. Shapira
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
lBroad Institute of Massachusetts Institute of Technology and Harvard University (O.S.), Cambridge, Massachusetts.
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R. Beroukhim
bPediatrics, Division of Oncology (P.-C.K., C.M., L.G., P.B., R.B., S.C., K.D.W.)
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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K.L. Ligon
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
hDepartment of Pathology (K.L.L.), Brigham and Women’s Hospital, Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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S. Chi
bPediatrics, Division of Oncology (P.-C.K., C.M., L.G., P.B., R.B., S.C., K.D.W.)
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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M.W. Kieran
gClinical Trials Division (M.W.K.), Bristol-Myers-Squibb, New York, New York
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K.D. Wright
bPediatrics, Division of Oncology (P.-C.K., C.M., L.G., P.B., R.B., S.C., K.D.W.)
eDana Farber Cancer Institute (P.-C.K., C.M., L.G., P.B., F.D., O.S., R.B., K.L.L., S.C., K.D.W.), Boston, Massachusetts
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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T.Y. Poussaint
aFrom the Departments of Radiology (C.J., S.V., T.Y.P.)
iHarvard Medical School (C.J., S.V., C.M., P.B., F.D., R.B., K.L.L., S.C., K.D.W., T.Y.P.), Boston, Massachusetts
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  • Article
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    Fig 1.

    Prognostic differences in subjects with H3F3A (n = 23) versus HIST1H3B/C (n = 11) tumors. A, Kaplan-Meier curve shows a trend that approaches significance in OS between H3F3A versus HIST1H3B/C tumors. B, Kaplan-Meier curve shows no significant difference in PFS between H3F3A versus HIST1H3B/C tumors.

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    Fig 2.

    Differences in tumor volume enhancing and ADC histogram parameters between histone mutations. A, H3F3A-mutated tumor shows lower tumor volume enhancing (0.08 mL), lower ADC_FLAIR mode (1099 × 10−6 mm2/s), higher ADC_FLAIR skewness (1.41), and higher ADC_FLAIR kurtosis (4.39), relative to (B) a HIST1H3B-mutated tumor (tumor volume enhancing: 3.61 mL; FLAIR_ADC mode: 1558 × 10−6 mm2/s; FLAIR_ADC skewness: −0.039; and FLAIR_ADC kurtosis: 0.33).

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    Fig 3.

    Prognostic differences in subjects with any histone mutation (n = 34) versus wild-type (n = 15) tumors. A, Kaplan-Meier curve shows no significant difference in OS between mutant versus wild-type tumors. B, Kaplan-Meier curve shows no significant difference in PFS between mutant versus wild-type tumors.

Tables

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    Table 1:

    Baseline patient characteristics (n = 50)

    Patient CharacteristicNo. (%) or Median (Range)
    No. of MR imaging studies50 (100)
    Sex
     Male24 (48)
     Female26 (52)
    Median age at registration (range) (yr)6 (3.3–17.5)
    Molecular subgroups
     MGMT–/EGFR–28/48 (58)
     MGMT–/EGFR+14/48 (29)
     MGMT +/EGFR–3/48 (6)
     MGMT +/EGFR+3/48 (6)
     Unassigned2
    Mutational statusa
     Any histone mutation34/49 (69)
     Wild-type15/49 (31)
    Histone mutation (among patients with any histone mutations)a
     H3F3A23/34 (68)
     HIST1H3B8/34 (24)
     HIST1H3C3/34 (9)
    Median follow-up time (range) (mo)10.9 (0.4–33.4)
    • ↵a One patient with both H3F3A and HIST1H3B histone mutations was excluded.

    • View popup
    Table 2:

    Association of imaging predictors and variant histone mutation (H3F3A versus HIST1H3B/C) (n = 34)

    Imaging Parameters (Median) (Range)No.Variant Histone MutationWilcoxon P
    H3F3A (n = 23)HIST1H3B and HIST1H3C (n = 11)
    FLAIR/T2 tumor volume3335.1 (10.7–70.9)40.3 (11.6–63).4
    Tumor volume cyst/necrosis (mL) in patients with cyst/necrosis160.8 (0.07–8.1)2.1 (0.09–4.1).8
    Presence of necrosis (yes vs no) in patients with enhancing tumor volume >02211/16 (69%)5/6 (83%).6a
    Tumor volume enhancing (mL) in patients with enhancing tumor volume >0222.5 (0.08–12.4)6.3 (3.6–15.2).04b
    Presence of enhancement (yes vs no)3116/21 (76%)6/10 (60%).4a
    Mean ADC_FLAIR × 10−6 mm2/s311306 (893.9–1915.2)1411 (1168.8–2098.3).06
    Median ADC_FLAIR × 10−6 mm2/s311260 (906.7–1913)1370 (1189.4–2146.0).03b
    Mode ADC_FLAIR × 10−6 mm2/s311257 (895.5–1886.4)1396 (1150.8–2214.4).02b
    Skewness ADC_FLAIR291 (−0.6–2.0)0.03 (−1.3–0.9).009b
    Kurtosis ADC_FLAIR291.8 (−0.3–8.2)0.3 (−1.1–2.4).03a
    • ↵a Fisher exact test P value.

    • ↵b Test is significant after FDR adjustment <.1.

    • View popup
    Table 3:

    Association of imaging predictors with mutational status (any histone mutation versus wild-type) (n = 49)

    Imaging Parameters (Median) (Range)No.Any Histone Mutation (n = 34)Wild-Type (n = 15)Wilcoxon P
    Mean ADC_T2-FLAIR/T2 × 10−6 mm2/s451360 (893.9–2098.3)1327 (1040.4–1838.5).9
    Median ADC_T2-FLAIR/T2 × 10−6 mm2/s451309 (906.7–2146.0)1316 (952.0–1925.7).9
    Mode ADC_T2-FLAIR/T2 × 10−6 mm2/s451311 (895.5–2214.4)1342 (893.8–1965.4).99
    Skewness ADC_T2-FLAIR/T2420.5 (−1.3–2.0)0.8 (−0.9–2.8).4
    Kurtosis ADC_T2-FLAIR/T2421.1 (−1.1–8.2)2.0 (−0.1–9.0).1
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American Journal of Neuroradiology: 41 (5)
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C. Jaimes, S. Vajapeyam, D. Brown, P.-C. Kao, C. Ma, L. Greenspan, N. Gupta, L. Goumnerova, P. Bandopahayay, F. Dubois, N.F. Greenwald, T. Zack, O. Shapira, R. Beroukhim, K.L. Ligon, S. Chi, M.W. Kieran, K.D. Wright, T.Y. Poussaint
MR Imaging Correlates for Molecular and Mutational Analyses in Children with Diffuse Intrinsic Pontine Glioma
American Journal of Neuroradiology May 2020, 41 (5) 874-881; DOI: 10.3174/ajnr.A6546

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MR Imaging Correlates for Molecular and Mutational Analyses in Children with Diffuse Intrinsic Pontine Glioma
C. Jaimes, S. Vajapeyam, D. Brown, P.-C. Kao, C. Ma, L. Greenspan, N. Gupta, L. Goumnerova, P. Bandopahayay, F. Dubois, N.F. Greenwald, T. Zack, O. Shapira, R. Beroukhim, K.L. Ligon, S. Chi, M.W. Kieran, K.D. Wright, T.Y. Poussaint
American Journal of Neuroradiology May 2020, 41 (5) 874-881; DOI: 10.3174/ajnr.A6546
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