Quantitative susceptibility mapping of human brain reflects spatial variation in tissue composition

NeuroImage

Volumn 55, Issue 4, 2011, Pages 1645-1656

  Li, Wei ^a   Wu, Bing ^a   Liu, Chunlei ^a  

^a DUKE UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Anisotropic magnetic susceptibility; Iron; Myelin; Phase imaging; Susceptibility mapping

Indexed keywords

IRON; MYELIN;

ANISOTROPY; ARTICLE; ARTIFACT; BRAIN FUNCTION; BRAIN MAPPING; BRAIN TISSUE; CONTROLLED STUDY; FOURIER ANALYSIS; FUNCTIONAL ANATOMY; HUMAN; HUMAN EXPERIMENT; IMAGE RECONSTRUCTION; IN VIVO STUDY; MAGNETISM; NONHUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; RADIODIAGNOSIS; RELIABILITY; SIMULATION; WHITE MATTER;

ADULT; ALGORITHMS; BRAIN; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 79952665743     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.11.088     Document Type: Article

References (36)

1. Basser P.J., Mattiello J., Lebihan D. MR diffusion tensor spectroscopy and imaging. Biophys. J. 1994, 66:259-267.
2. Bizzi A., Brooks R.A., Brunetti A., Hill J.M., Alger J.R., Miletich R.S., Francavilla T.L., Dichiro G. Role of iron and ferritin in MR imaging of the brain - a study in primates at different field strengths. Radiology 1990, 177:59-65.
3. de Rochefort L., Liu T., Kressler B., Liu J., Spincemaille P., Lebon V., Wu J.L., Wang Y. Quantitative susceptibility map reconstruction from MR phase data using Bayesian regularization: validation and application to brain imaging. Magn. Reson. Med. 2010, 63:194-206.
4. Duyn J.H. Study of brain anatomy with high-field MRI: recent progress. Magn. Reson. Imaging 2010, 28:1210-1215.
5. Duyn J.H., van Gelderen P., Li T.Q., de Zwart J.A., Koretsky A.P., Fukunaga M. High-field MRI of brain cortical substructure based on signal phase. Proc. Natl Acad. Sci. USA 2007, 104:11796-11801.
6. Fukunaga M., Li T.Q., van Gelderen P., de Zwart J.A., Shmueli K., Yao B., Lee J., Maric D., Aronova M.A., Zhang G.F., Leapman R.D., Schenck J.F., Merkle H., Duyn J.H. Layer-specific variation of iron content in cerebral cortex as a source of MRI contrast. Proc. Natl Acad. Sci. USA 2010, 107:3834-3839.
7. Gatehouse P.D., Keegan J., Crowe L.A., Masood S., Mohiaddin R.H., Kreitner K.F., Firmin D.N. Applications of phase-contrast flow and velocity imaging in cardiovascular MRI. Eur. Radiol. 2005, 15:2172-2184.
8. Grabner G., Trattnig S., Barth M. Filtered deconvolution of a simulated and an in vivo phase model of the human brain. J. Magn. Reson. Imaging 2010, 32:289-297.
9. Haacke E.M., Chengb N.Y.C., House M.J., Liu Q., Neelavalli J., Ogg R.J., Khan A., Ayaz M., Kirsch W., Obenaus A. Imaging iron stores in the brain using magnetic resonance imaging. Magn. Reson. Imaging 2005, 23:1-25.
10. Haacke E.M., Mittal S., Wu Z., Neelavalli J., Cheng Y.C.N. Susceptibility-weighted imaging: technical aspects and clinical applications, part 1. Am. J. Neuroradiol. 2009, 30:19-30.
11. Haacke E.M., Xu Y.B., Cheng Y.C.N., Reichenbach J.R. Susceptibility weighted imaging (SWI). Magn. Reson. Med. 2004, 52:612-618.
12. He X., Yablonskiy D.A. Biophysical mechanisms of phase contrast in gradient echo MRI. Proc. Natl Acad. Sci. USA 2009, 106:13558-13563.
13. Ishihara Y., Calderon A., Watanabe H., Okamoto K., Suzuki Y., Kuroda K., Suzuki Y. A precise and fast temperature mapping using water proton chemical-shift. Magn. Reson. Med. 1995, 34:814-823.
14. Koch K.M., Papademetris X., Rothman D.L., de Graaf R.A. Rapid calculations of susceptibility-induced magnetostatic field perturbations for in vivo magnetic resonance. Phys. Med. Biol. 2006, 51:6381-6402.
15. Kressler B., de Rochefort L., Liu T., Spincemaille P., Jiang Q., Wang Y. Nonlinear regularization for per voxel estimation of magnetic susceptibility distributions from MRI field maps. IEEE Trans. Med. Imaging 2010, 29:273-281.
16. Lee J., Shmueli K., Fukunaga M., van Gelderen P., Merkle H., Silva A.C., Duyn J.H. Sensitivity of MRI resonance frequency to the orientation of brain tissue microstructure. Proc. Natl Acad. Sci. USA 2010, 107:5130-5135.
17. Liu C.L. Susceptibility tensor imaging. Magn. Reson. Med. 2010, 63:1471-1477.
18. Liu C.L., Bammer R., Kim D.H., Moseley M.E. Self-navigated interleaved spiral (SNAILS): application to high-resolution diffusion tensor imaging. Magn. Reson. Med. 2004, 52:1388-1396.
19. Liu T., Spincemaille P., de Rochefort L., Kressler B., Wang Y. Calculation of susceptibility through multiple orientation sampling (COSMOS): a method for conditioning the inverse problem from measured magnetic field map to susceptibility source image in MRI. Magn. Reson. Med. 2009, 61:196-204.
20. Gayathri C., Bothner-By A.A., Van Zijl P.C.M., Maclean C. Dlpolar magnetic field effects in NMR spectra of liquids. Chem. Phys. Lett. 1982, 87:192-196.
21. Lohman J.A.B., Maclean C. Alignment effects on high-resolution NMR-spectra, induced by the magnetic-field. Chem. Phys. 1978, 35:269-274.
22. Lohman J.A.B., Maclean C. Magnetic-susceptibility anisotropies from quadrupolar magnetic-field effects in high-field H-2 NMR. Mol. Phys. 1979, 38:1255-1261.
23. Marques J.P., Bowtell R. Application of a Fourier-based method for rapid calculation of field inhomogeneity due to spatial variation of magnetic susceptibility. Concept Magn. Reson. B 2005, 25B:65-78.
24. Mittal S., Wu Z., Neelavalli J., Haacke E.M. Susceptibility-weighted imaging: technical aspects and clinical applications, part 2. Am. J. Neuroradiol. 2009, 30:232-252.
25. Paige C.C., Saunders M.A. LSQR-an algorithm for sparse linear-equations and sparse least-squares. Acm. T. Math. Softw. 1982, 8:43-71.
26. Rauscher A., Sedlacik J., Barth M., Mentzel H.J., Reichenbach J.R. Magnetic susceptibility-weighted MR phase imaging of the human brain. Am. J. Neuroradiol. 2005, 26:736-742.
27. Rochette P., Jackson M., Aubourg C. Rock magnetism and the interpretation of anisotropy of magnetic-susceptibility. Rev. Geophys. 1992, 30:209-226.
28. Salomir R., De Senneville B.D., Moonen C.T.W. A fast calculation method for magnetic field inhomogeneity due to an arbitrary distribution of bulk susceptibility. Concept Magn. Reson. B 2003, 19B:26-34.
29. Schofield M.A., Zhu Y. Fast phase unwrapping algorithm for interferometric applications. Opt. Lett. 2003, 28:1194-1196.
30. Schweser F., Deistung A., Berengar W.L., Reichenbach J.R. Quantitative imaging of intrinsic magnetic tissue properties using MRI signal phase: an approach to in vivo brain iron metabolism?. Neuroimage 2010, 10.1016/j.neuroimage.2010.10.070.
31. Shmueli K., de Zwart J.A., van Gelderen P., Li T.Q., Dodd S.J., Duyn J.H. Magnetic susceptibility mapping of brain tissue in vivo using MRI phase data. Magn. Reson. Med. 2009, 62:1510-1522.
32. Uyeda S., Fuller M.D., Belshe J.C., Girdler R.W. Anisotropy of magnetic susceptibility of rocks and minerals. J. Geophys. Res. 1963, 68:279-291.
33. Wharton S., Schafer A., Bowtell R. Susceptibility mapping in the human brain using threshold-based k-space division. Magn. Reson. Med. 2010, 63:1292-1304.
34. Wharton S., Bowtell R. Whole-brain susceptibility mapping at high field: a comparison of multiple- and single-orientation methods. Neuroimage 2010, 53:515-525.
35. Yao B., Li T.Q., van Gelderen P., Shmueli K., de Zwart J.A., Duyn J.H. Susceptibility contrast in high field MRI of human brain as a function of tissue iron content. Neuroimage 2009, 44:1259-1266.
36. Yushkevich P.A., Piven J., Hazlett H.C., Smith R.G., Ho S., Gee J.C., Gerig G. User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability. Neuroimage 2006, 31:1116-1128.