Improving cerebral blood flow quantification for arterial spin labeled perfusion MRI by removing residual motion artifacts and global signal fluctuations

Magnetic Resonance Imaging

Volumn 30, Issue 10, 2012, Pages 1409-1415

  Wang, Ze ^a,b  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Arterial spin labeling; CBF; Global signal; Motion correction; Temporal SNR; Test retest stability

Indexed keywords

ADULT; ARTICLE; ARTIFACT; ARTIFACT REDUCTION; BRAIN BLOOD FLOW; CONTROLLED STUDY; DATA PROCESSING; FEMALE; FLOW MEASUREMENT; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; IMAGE QUALITY; LIMIT OF QUANTITATION; MALE; MOVEMENT ARTIFACT; NOISE REDUCTION; NORMAL HUMAN; PERFUSION WEIGHTED IMAGING; PRIORITY JOURNAL; SIGNAL NOISE RATIO; SIGNAL PROCESSING; SPIN LABELING; TEST RETEST RELIABILITY;

ADULT; ARTERIES; ARTIFACTS; BRAIN; BRAIN MAPPING; CEREBROVASCULAR CIRCULATION; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE ANGIOGRAPHY; MALE; MOTION; SIGNAL-TO-NOISE RATIO; SPIN LABELS; TIME FACTORS;

EID: 84868641708     PISSN: 0730725X     EISSN: 18735894     Source Type: Journal    
DOI: 10.1016/j.mri.2012.05.004     Document Type: Article

References (30)

1. Detre J.A., Leigh J.S., Williams D.S., Koretsky A.P. Perfusion imaging. Magn Reson Med 1992, 23:37-45.
2. Williams D.S., Detre J.A., Leigh J.S., Koretsky A.P. Magnetic resonance imaging of perfusion using spin inversion of arterial water. Proc Natl Acad Sci 1992, 89:212-216.
3. Wong E.C. Potential and pitfalls of arterial spin labeling based perfusion imaging techniques for MRI. Functional MRI 1999, 63-69. C. Bandettini (Ed.).
4. 15O PET validation of steady-state arterial spin tagging cerebral blood flow measurements in humans. Magn Reson Med 2000, 44:450-456.
5. Friston K.J., Williams S., Howard R., Frackowiak R.S., Turner R. Movement-related effects in fMRI time-series. Magn Reson Med 1996, 35:346-355.
6. Wang Z., Aguirre G.K., Rao H., Wang J., Fernández-Seara M.A., Childress A.R., et al. Empirical optimization of ASL data analysis using an ASL data processing toolbox: ASLtbx. Magn Reson Imaging 2008, 26:261-269. PMC2268990.
7. Aguirre G.K., Detre J.A., Zarahn E., Alsop D.C. Experimental design and the relative sensitivity of BOLD and perfusion fMRI. Neuroimage 2002, 15:488-500.
8. Liu T.T., Wong E.C. A signal processing model for arterial spin labeling functional MRI. Neuroimage 2005, 24:207-215.
9. Lu H., Donahue M.J., van Zijl P.C. Detrimental effects of BOLD signal in arterial spin labeling fMRI at high field strength. Magn Reson Med 2006, 56:546-552.
10. Wang J.J., Aguirre G.K., Kimberg D.Y., Detre J.A. Empirical analyses of null-hypothesis perfusion FMRI data at 1.5 and 4 T. Neuroimage 2003, 19:1449-1462.
11. Wang J.J., Wang Z., Aguirre G.K., Detre J.A. To smooth or not to smooth? ROC analysis of perfusion fMRI data. Magn Reson Imaging 2005, 23:75-81.
12. Chuang K.H., van Gelderen P., Merkle H., Bodurka J., Ikonomidou V.N., Koretsky A.P., et al. Mapping resting-state functional connectivity using perfusion MRI. Neuroimage 2008, 40:1595-1605.
13. Tan H., Maldjian J.A., Pollock J.M., Burdette J.H., Yang L.Y., Deibler A.R., et al. A fast, effective filtering method for improving clinical pulsed arterial spin labeling MRI. J Magn Reson Imaging : JMRI 2009, 29:1134-1139.
14. Bibic A., Knutsson L., Stahlberg F., Wirestam R. Denoising of arterial spin labeling data: wavelet-domain filtering compared with Gaussian smoothing. MAGMA 2010, 23:125-137.
15. Wells J.A., Thomas D.L., King M.D., Connelly A., Lythgoe M.F., Calamante F. Reduction of errors in ASL cerebral perfusion and arterial transit time maps using image de-noising. Magn Reson Med 2010, 64:715-724.
16. Chang C., Glover G.H. Effects of model-based physiological noise correction on default mode network anti-correlations and correlations. Neuroimage 2009, 47:1448-1459.
17. Desjardins A.E., Kiehl K.A., Liddle P.F. Removal of confounding effects of global signal in functional MRI analyses. Neuroimage 2001, 13:751-758.
18. Fox M.D., Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging Nature reviews. Neuroscience 2007, 8:700-711.
19. Macey P.M., Macey K.E., Kumar R., Harper R.M. A method for removal of global effects from fMRI time series. Neuroimage 2004, 22:360-366.
20. Wang J., Zhang Y., Wolf R.L., Roc A.C., Alsop D.C., Detre J.A. Amplitude-modulated continuous arterial spin-labeling 3.0-T perfusion MR imaging with a single coil: feasibility study. Radiology 2005, 235:218-228.
21. Friston K.J., Ashburner J., Frith C.D., Poline J.-B., Heather J.D., Frackowiak R.S.J. Spatial registration and normalization of images. Hum Brain Mapp 1995, 3:165-189.
22. Behzadi Y., Restom K., Liau J., Liu T.T. A component based noise correction method (CompCor) for BOLD and perfusion based fMRI. Neuroimage 2007, 37:90-101.
23. Restom K., Behzadi Y., Liu T.T. Physiological noise reduction for arterial spin labeling functional MRI. Neuroimage 2006, 31:1104-1115.
24. Hernandez-Garcia L., Jahanian H., Rowe D.B. Quantitative analysis of arterial spin labeling FMRI data using a general linear model. Magn Reson Imaging 2010, 28:919-927.
25. Wang J.J., Aguirre G.K., Kimberg D.Y., Roc A.C., Li L., Detre J.A. Arterial spin labeling perfusion fMRI with very low task frequency. Magn Reson Med 2003, 49:796-802.
26. Buckner R.L., Andrews-Hanna J.R., Schacter D.L. The brain's default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 2008, 1124:1-38.
27. Fox M.D., Zhang D., Snyder A.Z., Raichle M.E. The global signal and observed anticorrelated resting state brain networks. J Neurophysiol 2009, 101:3270-3283.
28. Murphy K., Birn R.M., Handwerker D.A., Jones T.B., Bandettini P.A. The impact of global signal regression on resting state correlations: are anti-correlated networks introduced?. Neuroimage 2009, 44:893-905.
29. Wu W.C., Edlow B.L., Elliot M.A., Wang J., Detre J.A. Physiological modulations in arterial spin labeling perfusion magnetic resonance imaging. IEEE Trans Med Imaging 2009, 28:703-709.
30. Hu W.T., Wang Z., Lee V.M., Trojanowski J.Q., Detre J.A., Grossman M. Distinct cerebral perfusion patterns in FTLD and AD. Neurology 2010, 75:881-888.