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Research ArticlePediatrics

Mapping Human Fetal Brain Maturation In Vivo Using Quantitative MRI

V.U. Schmidbauer, G.O. Dovjak, M.S. Yildirim, G. Mayr-Geisl, M. Weber, M.C. Diogo, G.M. Gruber, F. Prayer, R.-I. Milos, M. Stuempflen, B. Ulm, J. Binder, D. Bettelheim, H. Kiss, D. Prayer and G. Kasprian
American Journal of Neuroradiology November 2021, 42 (11) 2086-2093; DOI: https://doi.org/10.3174/ajnr.A7286
V.U. Schmidbauer
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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  • ORCID record for V.U. Schmidbauer
G.O. Dovjak
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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M.S. Yildirim
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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G. Mayr-Geisl
bNeurosurgery (G.M.-G.)
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M. Weber
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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M.C. Diogo
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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G.M. Gruber
dDepartment of Anatomy and Biomechanics (G.M.G.), Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria
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F. Prayer
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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R.-I. Milos
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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M. Stuempflen
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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B. Ulm
cObstetrics and Gynecology (B.U., J.B., D.B., H.K.), Medical University of Vienna, Vienna, Austria
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J. Binder
cObstetrics and Gynecology (B.U., J.B., D.B., H.K.), Medical University of Vienna, Vienna, Austria
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D. Bettelheim
cObstetrics and Gynecology (B.U., J.B., D.B., H.K.), Medical University of Vienna, Vienna, Austria
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H. Kiss
cObstetrics and Gynecology (B.U., J.B., D.B., H.K.), Medical University of Vienna, Vienna, Austria
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D. Prayer
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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G. Kasprian
aFrom the Departments of Biomedical Imaging and Image-Guided Therapy (V.U.S., G.O.D., M.S.Y., M.W., M.C.D., F.P., R.-I.M., M.S., D.P. G.K)
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  • FIG 1.
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    FIG 1.

    Conventionally acquired (A and B) and SyMRI-generated (C and D) fetal MR image data of comparable SIs: T2-weighted (A); snapshot inversion recovery (B); T2-weighted STIR (TR = 15,000 ms, TE = 100 ms, TI = 300 ms) (C); and T1-weighted inversion recovery (TR = 2500 ms, TE = 10 ms, TI = 1050 ms) (D). Presentation of SyMRI-generated MR imaging contrasts based on the default software settings for TR, TE, and TI.

  • FIG 2.
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    FIG 2.

    Presentation of conventionally acquired T2-weighted MR imaging contrasts (A, F, K, P) and quantitative MR imaging maps based on T1R (B, G, L, Q), T2R (C, H, M, R), R1 (D, I, N, S), and R2 (E, J, O, T). The color-coding, according to the T1-/T2-relaxation parameters, is indicated by the colored bars. The first (A, B, C, D, E) and the third columns (K, L, M, N, O) show MR imaging data from a fetus imaged at 32 + 4 weeks’ GA. The second (F, G, H, I, J) and the fourth columns (P, Q, R, S, T) show MR imaging data from a fetus imaged at 25 + 4 weeks’ GA. Brain myelination is indicated by a shortening of T1R/T2R (blue color-coding) and a prolongation of R1/R2 (yellow/orange color-coding). The color-coding of T1-relaxation parameters shows a distinct myelination of the medulla oblongata (L, N) and the midbrain tegmentum/tectum (B, D) at 32 + 4 weeks’ GA. At 25 + 4 weeks’ GA, only the medulla oblongata shows remarkable myelination (Q, S). The color-coding of T2-relaxation parameters indicates myelination of the medulla oblongata (M, O) at 32 + 4 weeks’ GA. Beginning T2R-shortening and R2-prolongation are visible in the medulla oblongata (R, T) at 25 + 4 weeks’ GA and in the midbrain tegmentum/tectum (C, E) at 32 + 4 weeks’ GA.

  • FIG 3.
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    FIG 3.

    Pearson correlation between GA at MR imaging (x-axis) and the fetal brain maturity total score (y-axis) on the basis of SyMRI-generated (A and B) and conventionally acquired MR imaging data (C and D). Rater 1: A and C; rater 2: B and D.

  • FIG 4.
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    FIG 4.

    Pearson correlation between GA at MR imaging (x-axis) and quantitative MR imaging metrics (y-axis) determined by rater 1 (medulla oblongata [A, B, E, F, I, J]; midbrain [C, D, G, H, K, L]).

Tables

  • Figures
  • Demographics and clinical characteristics

    Fetal MDME Sequence Acquisitions (n = 12)GA at MR
    Imaging
    SexPositionBrain MR Imaging Findings
    123 + 6♀BreechDolichocephaly
    224 + 6♂CephalicAsymmetry of lateral ventricles
    325 + 4♂CephalicNo pathologic findings
    425 + 4♂CephalicNo pathologic findings
    525 + 5♀CephalicNo pathologic findings
    625 + 5♂BreechAltered signal of periventricular crossroads
    726 + 6♀CephalicNo pathologic findings
    827 + 4♂BreechNo pathologic findings
    929 + 6♂CephalicNo pathologic findings
    1030 + 1♂BreechNo pathologic findings
    1132 + 4♀CephalicAgenesis of septum pellucidum
    1234 + 0♀CephalicAgenesis of corpus callosum, ventriculomegaly, hemorrhage (left cella media)
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American Journal of Neuroradiology: 42 (11)
American Journal of Neuroradiology
Vol. 42, Issue 11
1 Nov 2021
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V.U. Schmidbauer, G.O. Dovjak, M.S. Yildirim, G. Mayr-Geisl, M. Weber, M.C. Diogo, G.M. Gruber, F. Prayer, R.-I. Milos, M. Stuempflen, B. Ulm, J. Binder, D. Bettelheim, H. Kiss, D. Prayer, G. Kasprian
Mapping Human Fetal Brain Maturation In Vivo Using Quantitative MRI
American Journal of Neuroradiology Nov 2021, 42 (11) 2086-2093; DOI: 10.3174/ajnr.A7286

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Mapping Human Fetal Brain Maturation In Vivo Using Quantitative MRI
V.U. Schmidbauer, G.O. Dovjak, M.S. Yildirim, G. Mayr-Geisl, M. Weber, M.C. Diogo, G.M. Gruber, F. Prayer, R.-I. Milos, M. Stuempflen, B. Ulm, J. Binder, D. Bettelheim, H. Kiss, D. Prayer, G. Kasprian
American Journal of Neuroradiology Nov 2021, 42 (11) 2086-2093; DOI: 10.3174/ajnr.A7286
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