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Research ArticleInterventional
Open Access

Evaluation of 4D Vascular Flow and Tissue Perfusion in Cerebral Arteriovenous Malformations: Influence of Spetzler-Martin Grade, Clinical Presentation, and AVM Risk Factors

C. Wu, S.A. Ansari, A.R. Honarmand, P. Vakil, M.C. Hurley, B.R. Bendok, J. Carr, T.J. Carroll and M. Markl
American Journal of Neuroradiology June 2015, 36 (6) 1142-1149; DOI: https://doi.org/10.3174/ajnr.A4259
C. Wu
aFrom the Department of Biomedical Engineering (C.W., T.J.C., M.M.), McCormick School of Engineering, Northwestern University, Evanston, Illinois
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
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S.A. Ansari
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
cNeurological Surgery (S.A.A., M.C.H., B.R.B.)
dNeurology (S.A.A.)
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A.R. Honarmand
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
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P. Vakil
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
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M.C. Hurley
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
cNeurological Surgery (S.A.A., M.C.H., B.R.B.)
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B.R. Bendok
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
cNeurological Surgery (S.A.A., M.C.H., B.R.B.)
eOtolaryngology (B.R.B.), Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
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J. Carr
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
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T.J. Carroll
aFrom the Department of Biomedical Engineering (C.W., T.J.C., M.M.), McCormick School of Engineering, Northwestern University, Evanston, Illinois
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
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M. Markl
aFrom the Department of Biomedical Engineering (C.W., T.J.C., M.M.), McCormick School of Engineering, Northwestern University, Evanston, Illinois
bDepartments of Radiology (C.W., S.A.A., A.R.H., P.V., M.C.H., B.R.B., J.C., T.J.C., M.M.)
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    Fig 1.

    3D blood flow visualization in a left medial occipital AVM (AVM-17) with time-integrated pathlines (A) and quantification of the peak velocity and blood flow in the major feeding arteries (B, example for LPCA) and a perfusion model (C), including 3 pairs of ROIs (Pi/Pc, Hi/Hc, and Ri/Rc) used for perfusion analysis in CBF (D), CBV (E), and MTT (F) images (example for AVM-4). LMCA indicates left MCA; LPCA, left PCA; RMCA, right MCA; RPCA, right PCA; Contra, contralateral artery; Pc, Hc, and Rc, corresponding ROIs in the contralateral hemisphere.

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    Fig 2.

    Phase-contrast MRA (PC-MRA), time-integrated 3D pathlines, and perfusion (CBF) for 4 patients with AVMs (SMG = 1–4). AVM arterial feeding (solid white arrows) and venous draining patterns (open white arrows) can be clearly appreciated in the PC-MRA and 4D flow pathlines. The draining veins of AVM-17 and AVM-14 are obscured by pathlines and are not shown. 4D flow pathlines also illustrate the distribution of blood flow velocities in the entire brain. Note the flow voids (thin white arrows) within the nidus for AVM-11, AVM-17, and AVM-14 due to high transnidal shunt flow. LPICA indicates left posterior inferior cerebellar artery; LACA, left anterior cerebral artery; DV, draining vein; RTS, right transverse sinus; StrS, straight sinus; SSS, superior sagittal sinus.

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    Fig 3.

    Distribution of peak velocities and blood flow in the AVM feeding (Feeders) and corresponding normal contralateral arteries (Contra) (A and E), as well as in the major feeding arteries (B and F), draining veins (C and G), and the straight sinus (D and H) for the low (SMG-A) and high (SMG-B) grade AVM groups. The feeding arteries had significantly higher peak velocity and blood flow compared with the normal contralateral arteries. The high-grade AVM group (SMG-B) had significantly higher peak velocity and blood flow in the major feeding arteries and the straight sinus and significantly higher blood flow in the draining veins compared with the low-grade group (SMG-A). The asterisk indicates significant difference with P < .05; NS, not significant.

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    Fig 4.

    Ipsilateral-to-contralateral perfusion ratios (CBF, CBV, and MTT ratios) in the 3 pairs of ROIs (Pi/Pc, Hi/Hc, and Ri/Rc) for 16 AVMs (A) and perfusion ratios in the low (SMG-A, n = 9) and high (SMG-B, n = 7) grade AVM groups for CBF (B), CBV (C), and MTT (D). The asterisk indicates a significant difference between perinidal (Pi/Pc) and remote (Ri/Rc) perfusion ratios.

Tables

  • Figures
  • Demographics and AVM features of the 17 patients with AVMs included in the study

    AVM (No.)Age (yr)SexNidal Size (cm3)DrainageEloquenceSMG (1–5)Major Feeding Arteries
    143M5.6 × 4.1 × 5.1D+SN3LMCA, LACA, RACA
    229M4.0 × 3.5 × 3.4D+SN3RPcomA, RPCA
    343M2.7 × 3.1 × 3.1D+SY3RPcomA, RPCA
    421F4.0 × 3.4 × 3.8D+SY4LMCA, LPCA, LMMA
    522M2.5 × 2.3 × 2.4D+SN2RMCA
    668F4.0 × 3.0 × 2.5D+SY4LACA, RACA, RMCA
    7a34M3.3 × 2.3 × 2.5SN1RACA
    840F3.0 × 2.0 × 4.0D+SN2LMCA, LPCA
    925F2.3 × 2.3 × 1.7D+SN2RMCA
    1052F2.4 × 2.1 × 2.6SN1LPICA
    11a16F2.3 × 2.8 × 2.8SY2LACA, LMCA
    1255M2.1 × 3.6 × 2.6SN2LMCA, LPCA
    1349M1.9 × 2.4 × 2.4SN1RMCA
    1441F6.6 × 3.7 × 5.2D+SY4LMCA, LPCA, LACA
    1529M5.4 × 3.7 × 5.5D+SY4RMCA, RPCA
    16a36M3.6 × 3.4 × 3.2SN2RACA, RMCA
    1766M2.6 × 2.3 × 1.7D+SY3LMCA, LPCA
    • Note:—D indicates deep; S, superficial; L, left; R, right; Y, yes; N, no; LPICA, left posterior inferior cerebellar artery; LACA, left anterior cerebral artery; RACA, right anterior cerebral artery; RPcomA, right posterior communicating artery; LMMA, left middle meningeal artery.

    • ↵a Contralateral arteries not visible in the 4D flow data.

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American Journal of Neuroradiology: 36 (6)
American Journal of Neuroradiology
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C. Wu, S.A. Ansari, A.R. Honarmand, P. Vakil, M.C. Hurley, B.R. Bendok, J. Carr, T.J. Carroll, M. Markl
Evaluation of 4D Vascular Flow and Tissue Perfusion in Cerebral Arteriovenous Malformations: Influence of Spetzler-Martin Grade, Clinical Presentation, and AVM Risk Factors
American Journal of Neuroradiology Jun 2015, 36 (6) 1142-1149; DOI: 10.3174/ajnr.A4259

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Evaluation of 4D Vascular Flow and Tissue Perfusion in Cerebral Arteriovenous Malformations: Influence of Spetzler-Martin Grade, Clinical Presentation, and AVM Risk Factors
C. Wu, S.A. Ansari, A.R. Honarmand, P. Vakil, M.C. Hurley, B.R. Bendok, J. Carr, T.J. Carroll, M. Markl
American Journal of Neuroradiology Jun 2015, 36 (6) 1142-1149; DOI: 10.3174/ajnr.A4259
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