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Improved Turnaround Times | Median time to first decision: 12 days

Research ArticleHead and Neck Imaging

Quantitative MRI Analysis of Craniofacial Bone Marrow in Patients with Sickle Cell Disease

E.J. Elias, J.H. Liao, H. Jara, M. Watanabe, R.N. Nadgir, Y. Sakai, K. Erbay, N. Saito, A. Ozonoff, M.H. Steinberg and O. Sakai
American Journal of Neuroradiology March 2013, 34 (3) 622-627; DOI: https://doi.org/10.3174/ajnr.A3240
E.J. Elias
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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J.H. Liao
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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H. Jara
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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M. Watanabe
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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R.N. Nadgir
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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Y. Sakai
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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K. Erbay
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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N. Saito
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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A. Ozonoff
cDepartment of Biostatistics (A.O.), Boston University School of Public Health, Boston, Massachusetts
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M.H. Steinberg
bMedicine (M.H.S.), Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts
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O. Sakai
aFrom the Departments of Radiology (E.J.E., J.H.L., H.J., M.W., R.N.N., Y.S., K.E., N.S., O.S.)
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  • Fig. 1.
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    Fig. 1.

    Craniofacial bone marrow segmentation. The bone marrow of a 24.5-year-old man with sickle cell disease (outlined in blue) has been segmented on the axial proton attenuation–weighted images with 3-mm thickness. Approximately 75 images were segmented per subject. After segmentation was complete, 3D Slicer was used to layer the images over each other to create a 3D model. Shown below are sagittal (bottom left) and coronal (bottom right) images cut through the fully segmented cranial bone marrow after 3D reconstruction. After segmentation, the image data were analyzed in Mathcad for T1, T2, and secular-T2 relaxation times and volume.

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    Fig. 2.

    T1 and T2 histograms for craniofacial bone marrow. Mathcad-generated group histograms of craniofacial bone marrow T1 and T2 values for control subjects and subjects with SCD. Each vertical bar represents averaged relaxation times after segmentation. For T1, intersubject variability was high between groups, which prompted a more individualized analysis and breakdown of T1 peaks (Fig 3). For T2, the intersubject variability was minimal between the groups with more pronounced differences in relaxation times between subjects with SCD and control subjects.

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    Fig. 3.

    Individual histogram analysis of T1 peaks in a 32-year-old man without SCD (A) and a 42-year-old woman with SCD (B). A bimodal T1 peak distribution is seen in both cases, shown by dotted yellow and blue lines. Note the increased T1 shift seen in the subject with SCD and a reversal of T1 peak amplitudes compared with the control subject.

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    Fig. 4.

    Comparison of peak 1 (A) and peak 2 (B) components of T1 histogram. A, Significant increase of T1 peak 1 relaxation time is noted in patients with SCD, whereas there is no significant difference in peak 2 (B). Both T1 peaks in subjects with SCD showed an age-associated decline (P = .003 and P = .02 for T1 peak 1 and T1 peak 2, respectively).

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    Fig. 5.

    Comparison of T2 and secular-T2 peak relaxation times. Both T2 (A) and secular-T2 peak (B) relaxation time graphs show significant shortening of relaxation times in patients with SCD compared with control subjects. Age was not associated with either T2 or secular-T2 changes in subjects with SCD.

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    Fig. 6.

    T2 association with the number of transfusions received. Shortening of T2 times is seen as the number of packed red blood cell (PRBC) transfusions increase.

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    Fig. 7.

    Comparison of craniofacial bone marrow volume (BMV)/intracranial volume (ICV). Significant increase in craniofacial bone marrow volume is noted in patients with SCD compared with control subjects.

Tables

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    Table 1:

    Mixed TSE pulse sequence parameters

    ParameterMixed TSE
    Geometry
        Imaging planeAxial
        Acquisition matrix256 × 192
        Voxel dimensions (mm)0.94 × 0.94 × 3.00
        Intersection gapNull (2 packages)
        PE sampling (%)75
        FOV (FE) × FOV (PE) × mm2240 × 180
        Number of sections80
    Contrast
        Effective echo time (ms)
            TE1eff7.142
            TE2eff100
        TR (ms)14,882.18
        TI (ms)
            1700
            27,441
        Echo-train length18 (9 per echo)
        Phase-encoding ordersCentric 1st echo and linear 2nd echo
        Fat suppressionNo
    Acquisition
        AveragesNEX = 1
        SAR (W/kg)2.7
        Scan time (minutes)9:05
    • Note:—SAR indicates specific absorption rate; FE, frequency encoding; PE, phase encoding.

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    Table 2:

    Summary of peak relaxation times and volumesa

    Control (n = 17)SCD (n = 14)Analysis P
    MeanSDMeanSD
    T1 Peak 1504.6122.1691.2103.8<.0001
    T1 Peak 2715.6115.5775.072.8.09
    T2119.712.777.621.4<.0001
    Secular-T2131.717.481.923.8<.0001
    BM volume429.780.7500.769.8.01
    BM/ICV0.330.070.380.06.02
    • Note:—BM indicates bone marrow; ICV, intracranial volume.

    • ↵a Not shown: there was an age association between T1 peak 1 times (P = .003) and T1 peak 2 times (P = .02).

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American Journal of Neuroradiology: 34 (3)
American Journal of Neuroradiology
Vol. 34, Issue 3
1 Mar 2013
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Cite this article
E.J. Elias, J.H. Liao, H. Jara, M. Watanabe, R.N. Nadgir, Y. Sakai, K. Erbay, N. Saito, A. Ozonoff, M.H. Steinberg, O. Sakai
Quantitative MRI Analysis of Craniofacial Bone Marrow in Patients with Sickle Cell Disease
American Journal of Neuroradiology Mar 2013, 34 (3) 622-627; DOI: 10.3174/ajnr.A3240

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Quantitative MRI Analysis of Craniofacial Bone Marrow in Patients with Sickle Cell Disease
E.J. Elias, J.H. Liao, H. Jara, M. Watanabe, R.N. Nadgir, Y. Sakai, K. Erbay, N. Saito, A. Ozonoff, M.H. Steinberg, O. Sakai
American Journal of Neuroradiology Mar 2013, 34 (3) 622-627; DOI: 10.3174/ajnr.A3240
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