Vascular space occupancy-dependent functional MRI by tissue suppression†
Changwei W. Wu MS
Interdisciplinary MRI/MRS Lab, Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan
Search for more papers by this authorKai-Hsiang Chuang PhD
Laboratory of Molecular Imgaging, Singapore Bioimaging Consortium, Helios, Singapore
Search for more papers by this authorYau-Yau Wai MD
Department of Medical Imaging and Radiological Sciences, Chang Gung University, Kweishan, Taiwan
MRI Center, Chang Gung Memorial Hospital, Kweishan, Taiwan
Search for more papers by this authorYung-Liang Wan MD
Department of Medical Imaging and Radiological Sciences, Chang Gung University, Kweishan, Taiwan
MRI Center, Chang Gung Memorial Hospital, Kweishan, Taiwan
Search for more papers by this authorCorresponding Author
Jyh-Horng Chen PhD
Interdisciplinary MRI/MRS Lab, Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan
Jyh-Horng Chen, Department of Electrical Engineering, National Taiwan University, Sect. 4, No. 1, Roosevelt Rd., Taipei 106, Taiwan
Ho-Ling Liu, MRI Center, Chang Gung Memorial Hospital, 5 Fuhsing St., Kweishan, Taoyuan 333, Taiwan
Search for more papers by this authorCorresponding Author
Ho-Ling Liu PhD
Department of Medical Imaging and Radiological Sciences, Chang Gung University, Kweishan, Taiwan
MRI Center, Chang Gung Memorial Hospital, Kweishan, Taiwan
Jyh-Horng Chen, Department of Electrical Engineering, National Taiwan University, Sect. 4, No. 1, Roosevelt Rd., Taipei 106, Taiwan
Ho-Ling Liu, MRI Center, Chang Gung Memorial Hospital, 5 Fuhsing St., Kweishan, Taoyuan 333, Taiwan
Search for more papers by this authorChangwei W. Wu MS
Interdisciplinary MRI/MRS Lab, Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan
Search for more papers by this authorKai-Hsiang Chuang PhD
Laboratory of Molecular Imgaging, Singapore Bioimaging Consortium, Helios, Singapore
Search for more papers by this authorYau-Yau Wai MD
Department of Medical Imaging and Radiological Sciences, Chang Gung University, Kweishan, Taiwan
MRI Center, Chang Gung Memorial Hospital, Kweishan, Taiwan
Search for more papers by this authorYung-Liang Wan MD
Department of Medical Imaging and Radiological Sciences, Chang Gung University, Kweishan, Taiwan
MRI Center, Chang Gung Memorial Hospital, Kweishan, Taiwan
Search for more papers by this authorCorresponding Author
Jyh-Horng Chen PhD
Interdisciplinary MRI/MRS Lab, Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan
Jyh-Horng Chen, Department of Electrical Engineering, National Taiwan University, Sect. 4, No. 1, Roosevelt Rd., Taipei 106, Taiwan
Ho-Ling Liu, MRI Center, Chang Gung Memorial Hospital, 5 Fuhsing St., Kweishan, Taoyuan 333, Taiwan
Search for more papers by this authorCorresponding Author
Ho-Ling Liu PhD
Department of Medical Imaging and Radiological Sciences, Chang Gung University, Kweishan, Taiwan
MRI Center, Chang Gung Memorial Hospital, Kweishan, Taiwan
Jyh-Horng Chen, Department of Electrical Engineering, National Taiwan University, Sect. 4, No. 1, Roosevelt Rd., Taipei 106, Taiwan
Ho-Ling Liu, MRI Center, Chang Gung Memorial Hospital, 5 Fuhsing St., Kweishan, Taoyuan 333, Taiwan
Search for more papers by this authorPart of this work was presented at the 12th Annual Meeting of International Society of Magnetic Resonance in Medicine, Kyoto, Japan, 2004.
Abstract
Purpose
To measure the cerebral blood volume (CBV) dynamics during neural activation, a novel technique named vascular space occupancy (VASO)-based functional MRI (fMRI) was recently introduced for noninvasive CBV detection. However, its application is limited because of its low contrast-to-noise ratio (CNR) due to small signal change from the inverted blood.
Materials and Methods
In this study a new approach—VASO with tissue suppression (VAST)—is proposed to enhance CNR. This technique is compared with VASO and blood oxygenation level-dependent (BOLD) fMRI in block-design and event-related visual experiments.
Results
Based on acquired T1 maps, 75.3% of the activated pixels detected by VAST are located in the cortical gray matter. Temporal characteristics of functional responses obtained by VAST were consistent with that of VASO. Although the baseline signal was decreased by the tissue suppression, the CNR of VAST was about 43% higher than VASO.
Conclusion
With the improved sensitivity, VAST fMRI provides a useful alternative for mapping the spatial/temporal features of regional CBV changes during brain activation. However, the technical imperfectness of VAST, such as the nonideal inversion efficiency and physiological contaminations, limits its application to precise CBV quantification. J. Magn. Reson. Imaging 2008;28:219–226. © 2008 Wiley-Liss, Inc.
REFERENCES
- 1 Ogawa S, Tank DW, Menon R, et al. Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging. Proc Natl Acad Sci U S A 1992; 89: 5951–5955.
- 2 Kim SG, Tsekos NV. Perfusion imaging by a flow-sensitive alternating inversion recovery (FAIR) technique: application to functional brain imaging. Magn Reson Med 1997; 37: 425–435.
- 3 Mandeville JB, Jenkins BG, Kosofsky BE, Moskowitz MA, Rosen BR, Marota JJ. Regional sensitivity and coupling of BOLD and CBV changes during stimulation of rat brain. Magn Reson Med 2001; 45: 443–447.
- 4
Kim SG,
Rostrup E,
Larsson HB,
Ogawa S,
Paulson OB.
Determination of relative CMRO2 from CBF and BOLD changes: significant increase of oxygen consumption rate during visual stimulation.
Magn Reson Med
1999;
41:
1152–1161.
10.1002/(SICI)1522-2594(199906)41:6<1152::AID-MRM11>3.0.CO;2-T CAS PubMed Web of Science® Google Scholar
- 5 Logothetis NK, Pfeuffer J. On the nature of the BOLD fMRI contrast mechanism. Magn Reson Imaging 2004; 22: 1517–1531.
- 6 Duong TQ, Kim DS, Ugurbil K, Kim SG. Localized cerebral blood flow response at submillimeter columnar resolution. Proc Natl Acad Sci U S A 2001; 98: 10904–10909.
- 7 Zhao F, Wang P, Hendrich K, Kim SG. Spatial specificity of cerebral blood volume-weighted fMRI responses at columnar resolution. Neuroimage 2005; 27: 416–424.
- 8 Francis ST, Pears JA, Butterworth S, Bowtell RW, Gowland PA. Measuring the change in CBV upon cortical activation with high temporal resolution using Look-Locker EPI and Gd-DTPA. Magn Reson Med 2003; 50: 483–492.
- 9 Mandeville JB, Marota JJ, Kosofsky BE, et al. Dynamic functional imaging of relative cerebral blood volume during rat forepaw stimulation. Magn Reson Med 1998; 39: 615–624.
- 10
Scheffler K,
Seifritz E,
Haselhorst R,
Bilecen D.
Titration of the BOLD effect: separation and quantitation of blood volume and oxygenation changes in the human cerebral cortex during neuronal activation and ferumoxide infusion.
Magn Reson Med
1999;
42:
829–836.
10.1002/(SICI)1522-2594(199911)42:5<829::AID-MRM2>3.0.CO;2-6 CAS PubMed Web of Science® Google Scholar
- 11 Stefanovic B, Pike GB. Venous refocusing for volume estimation: VERVE functional magnetic resonance imaging. Magn Reson Med 2005; 53: 339–347.
- 12 Thomas DL, Lythgoe MF, Calamante F, Gadian DG, Ordidge RJ. Simultaneous noninvasive measurement of CBF and CBV using double-echo FAIR (DEFAIR). Magn Reson Med 2001; 45: 853–863.
- 13 Lu H, Golay X, Pekar JJ, Van Zijl PC. Functional magnetic resonance imaging based on changes in vascular space occupancy. Magn Reson Med 2003; 50: 263–274.
- 14 Bos C, Bakker CJ, Viergever MA. Background suppression using magnetization preparation for contrast-enhanced MR projection angiography. Magn Reson Med 2001; 46: 78–87.
- 15 Ye FQ, Frank JA, Weinberger DR, McLaughlin AC. Noise reduction in 3D perfusion imaging by attenuating the static signal in arterial spin tagging (ASSIST). Magn Reson Med 2000; 44: 92–100.
- 16 Lu H, Golay X, Van Zijl PC. Intervoxel heterogeneity of event-related functional magnetic resonance imaging responses as a function of T(1) weighting. Neuroimage 2002; 17: 943–955.
- 17 Kruger G, Glover GH. Physiological noise in oxygenation-sensitive magnetic resonance imaging. Magn Reson Med 2001; 46: 631–637.
- 18 Luh WM, Wong EC, Bandettini PA, Ward BD, Hyde JS. Comparison of simultaneously measured perfusion and BOLD signal increases during brain activation with T(1)-based tissue identification. Magn Reson Med 2000; 44: 137–143.
- 19 Boynton GM, Engel SA, Glover GH, Heeger DJ. Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci 1996; 16: 4207–4221.
- 20 Henson RN, Price CJ, Rugg MD, Turner R, Friston KJ. Detecting latency differences in event-related BOLD responses: application to words versus nonwords and initial versus repeated face presentations. Neuroimage 2002; 15: 83–97.
- 21 Gu H, Lu H, Ye FQ, Stein EA, Yang Y. Noninvasive quantification of cerebral blood volume in humans during functional activation. Neuroimage 2006; 30: 377–387.
- 22 Deichmann R, Schwarzbauer C, Turner R. Optimisation of the 3D MDEFT sequence for anatomical brain imaging: technical implications at 1.5 and 3 T. Neuroimage 2004; 21: 757–767.
- 23 Gao JH, Miller I, Lai S, Xiong J, Fox PT. Quantitative assessment of blood inflow effects in functional MRI signals. Magn Reson Med 1996; 36: 314–319.
- 24 Jones RA, Palasis S, Grattan-Smith JD. MRI of the neonatal brain: optimization of spin-echo parameters. AJR Am J Roentgenol 2004; 182: 367–372.
- 25 Fischer HW, Rinck PA, Van HY, Muller RN. Nuclear relaxation of human brain gray and white matter: analysis of field dependence and implications for MRI. Magn Reson Med 1990; 16: 317–334.
- 26 Vrenken H, Geurts JJ, Knol DL, et al. Whole-brain T1 mapping in multiple sclerosis: global changes of normal-appearing gray and white matter. Radiology 2006; 240: 811–820.
- 27 Rooney WD, Johnson G, Li X, et al. Magnetic field and tissue dependencies of human brain longitudinal 1H2O relaxation in vivo. Magn Reson Med 2007; 57: 308–318.
- 28 Yarnykh VL, Yuan C. T1-insensitive flow suppression using quadruple inversion-recovery. Magn Reson Med 2002; 48: 899–905.
- 29 Vazquez AL, Lee GR, Hernandez-Garcia L, Noll DC. Application of selective saturation to image the dynamics of arterial blood flow during brain activation using magnetic resonance imaging. Magn Reson Med 2006; 55: 816–825.
- 30 Silvennoinen MJ, Clingman CS, Golay X, Kauppinen RA, Van Zijl PC. Comparison of the dependence of blood R2 and R2* on oxygen saturation at 1.5 and 4.7 Tesla. Magn Reson Med 2003; 49: 47–60.
- 31 Wu CW, Liu HL, Chen JH. Modeling dynamic cerebral blood volume changes during brain activation on the basis of the blood-nulled functional MRI signal. NMR Biomed 2007; 20: 643–651.
- 32 Donahue MJ, Lu H, Jones CK, Edden RA, Pekar JJ, Van Zijl PC. Theoretical and experimental investigation of the VASO contrast mechanism. Magn Reson Med 2006; 56: 1261–1273.
- 33 Grubb RL Jr, Raichle ME, Eichling JO, Ter-Pogossian MM. The effects of changes in PaCO2 on cerebral blood volume, blood flow, and vascular mean transit time. Stroke 1974; 5: 630–639.
- 34 Lu H, Law M, Johnson G, Ge Y, Van Zijl PC, Helpern JA. Novel approach to the measurement of absolute cerebral blood volume using vascular-space-occupancy magnetic resonance imaging. Magn Reson Med 2005; 54: 1403–1411.
- 35 Moonen CT, Barrios FA, Zigun JR, et al. Functional brain MR imaging based on bolus tracking with a fast T2*-sensitized gradient-echo method. Magn Reson Imaging 1994; 12: 379–385.
- 36 Frank JA, Mattay VS, Duyn J, et al. Measurement of relative cerebral blood volume changes with visual stimulation by 'double-dose' gadopentetate-dimeglumine-enhanced dynamic magnetic resonance imaging. Invest Radiol 1994; 29 Suppl 2: S157–S160.
- 37 Pears JA, Francis ST, Butterworth SE, Bowtell RW, Gowland PA. Investigating the BOLD effect during infusion of Gd-DTPA using rapid T2* mapping. Magn Reson Med 2003; 49: 61–70.
- 38 Belliveau JW, Kennedy DN Jr, McKinstry RC, et al. Functional mapping of the human visual cortex by magnetic resonance imaging. Science 1991; 254: 716–719.
- 39 Lu H, Golay X, Pekar JJ, Van Zijl PC. Sustained poststimulus elevation in cerebral oxygen utilization after vascular recovery. J Cereb Blood Flow Metab 2004; 24: 764–770.
- 40 Yacoub E, Ugurbil K, Harel N. The spatial dependence of the poststimulus undershoot as revealed by high-resolution. J Cereb Blood Flow Metab 2006; 26: 634–644.