A method for estimating intracellular sodium concentration and extracellular volume fraction in brain in vivo using sodium magnetic resonance imaging

Scientific Reports

Volumn 4, Issue , 2014, Pages

  Madelin, Guillaume ^a   Kline, Richard ^b   Walvick, Ronn ^a   Regatte, Ravinder R ^a  

^a NEW YORK UNIVERSITY MEDICAL CENTER   (United States)

^b NEW YORK UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SODIUM;

ADULT; BRAIN; COMPUTER ASSISTED DIAGNOSIS; EXTRACELLULAR SPACE; FEMALE; HUMAN; IMAGE PROCESSING; INTRACELLULAR SPACE; MALE; METABOLISM; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PROCEDURES;

ADULT; BRAIN; EXTRACELLULAR SPACE; FEMALE; HEALTHY VOLUNTEERS; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGE PROCESSING, COMPUTER-ASSISTED; INTRACELLULAR SPACE; MAGNETIC RESONANCE IMAGING; MALE; SODIUM;

EID: 84899111882     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep04763     Document Type: Article

References (51)

1. Haacke, E. M., Brown, R. W., Thompson, M. R. & Venkatesan, R. Magnetic Resonance Imaging: Physical Principles and Sequence Design. (Wiley-Liss, New York, 1999).
2. Madelin, G. & Regatte, R. R. Biomedical applications of sodium MRI in vivo. J Magn Reson Imaging 38, 511-529 (2013).
3. Boada, F. E. et al. Loss of cell ion homeostasis and cell viability in the brain: what sodium MRI can tell us. Curr Topics Dev Biol 70, 77-101 (2005). (Pubitemid 43588876)
4. Sykova, E. The extracellular space in the CNS: Its regulation, volume and geometry in normal and pathological neuronal function. Neuroscientist 3, 28-41 (1997). (Pubitemid 127532796)
5. Nicholson, C., Kamali-Zare, P. & Tao, L. Brain Extracellular Space as a Diffusion Barrier. Comp Visual Sci 14, 309-325 (2011).
6. Cheek, D. B. Extracellular volume: its structure and measurement and the influence of age and disease. J Pediat 58, 103-125 (1961).
7. Bakay, L. The extracellular space in brain tumours. I. Morphological considerations. Brain 93, 693-698 (1970).
8. Sykova, E. & Nicholson, C. Diffusion in brain extracellular space. Physiol Rev 88, 1277-1340 (2008).
9. Xie, L. et al. Sleep drives metabolite clearance from the adult brain. Science 342, 373-377 (2013).
10. Cameron, I. L., Smith, N. K., Pool, T. B. & Sparks, R. L. Intracellular concentration of sodium and other elements as related to mitogenesis and oncogenesis in vivo. Cancer Res 40, 1493-1500 (1980). (Pubitemid 10101990)
11. Nagy, I., Lustyik, G., Lukacs, G., Nagy, V. & Balazs, G. Correlation of malignancy with the intracellular Na+:K+ ratio in human thyroid tumors. Cancer Res 43, 5395-5402 (1983). (Pubitemid 14230156)
12. Schepkin, V.D. et al. In vivo magnetic resonance imaging of sodium and diffusion in rat glioma at 21.1T. Magn Reson Med 67, 1159-1166 (2012).
13. Rose, A. M. & Valdes, R., Jr. Understanding the sodium pump and its relevance to disease. Clinic Chem 40, 1674-1685 (1994). (Pubitemid 24273087)
14. Thulborn, K. R., Davis, D., Snyder, J., Yonas, H. & Kassam, A. Sodium MR imaging of acute and subacute stroke for assessment of tissue viability. Neuroimag Clin N Am 15, 639-653, xi-xii, (2005). (Pubitemid 41796944)
15. Ouwerkerk, R., Bleich, K. B., Gillen, J. S., Pomper, M. G. & Bottomley, P. A. Tissue sodium concentration in human brain tumors as measured with 23Na MR imaging. Radiology 227, 529-537 (2003). (Pubitemid 36514773)
16. Kline, R. P. et al. Rapid in vivo monitoring of chemotherapeutic response using weighted sodium magnetic resonance imaging. Clin Cancer Res 6, 2146-2156 (2000). (Pubitemid 30399179)
17. Inglese, M. et al. Brain tissue sodium concentration in multiple sclerosis: a sodium imaging study at 3 tesla. Brain 133, 847-857 (2010).
18. Mellon, E. A. et al. Sodium MR imaging detection of mild Alzheimer disease: preliminary study. Am J Neuroradiol 30, 978-984 (2009).
19. Lu, A., Atkinson, I. & Thulborn, K. Sodium magnetic resonance imaging and its bioscale of tissue sodium concentration. Encyclopedia of Magnetic Resonance. [Harris, R. K. & Wasylishen, R. E. (ed)]. (Wiley, Chichester, 2010).
20. Ouwerkerk, R. Sodium MRI. Methods Mol Biol 711, 175-201 (2011).
21. Fleysher, L. et al. Noninvasive quantification of intracellular sodium in human brain using ultrahigh-field MRI. NMR Biomed 26, 9-19 (2013).
22. Reddy, R., Shinnar, M., Wang, Z. & Leigh, J. S. Multiple-quantum filters of spin-3/2 with pulses of arbitrary flip angle. J Magn Reson B 104, 148-152 (1994).
23. Fleysher, L., Oesingmann, N.& Inglese, M. B(0) inhomogeneity- insensitive triplequantum-filtered sodium imaging using a 12-step phase-cycling scheme. NMR Biomed 23, 1191-1198 (2010).
24. Madelin, G., Lee, J. S., Inati, S., Jerschow, A. & Regatte, R. R. Sodium inversion recovery MRI of the knee joint in vivo at 7T. J Magn Reson 207, 42-52 (2010).
25. Stobbe, R. & Beaulieu, C. In vivo sodium magnetic resonance imaging of the human brain using soft inversion recovery fluid attenuation. Magn Reson Med 54, 1305-1310 (2005). (Pubitemid 41567214)
26. Madelin, G., Oesingmann, N. & Inglese, M. Double Inversion Recovery MRI with fat suppression at 7 tesla: initial experience. J Neuroimag 20, 87-92 (2010).
27. Redpath, T.W. & Smith, F. W. Technical note: use of a double inversion recovery pulse sequence to image selectively grey or white brain matter. Brit J Radiol 67, 1258-1263 (1994).
28. Meara, S. J. & Barker, G. J. Evolution of the longitudinal magnetization for pulse sequences using a fast spin-echo readout: application to fluid-attenuated inversion-recovery and double inversion-recovery sequences. Magn Reson Med 54, 241-245 (2005). (Pubitemid 40898422)
29. Lodish, H., Berk, A., Kaiser, C. A., Kriger, M., Scott, M. P., Bretsher, A., Ploegh, H. & Matsudaira, P. Molecular Cell Biology. [Ahr, K. (ed)] (Freeman, New York, 2007).
30. Ku, H. Notes on the use of propagation of error formulas. J Res Nat Bur Stand 70, 263-273 (1966).
31. Croarkin, C. & Tobias, P. NIST/Sematech e-handbook of statistical methods. NIST/SEMATECH, July. Available online: http://www.itl.nist.gov/div898/ handbook (2006). (Date of access: 02/24/2014).
32. Le Bihan, D. Looking into the functional architecture of the brain with diffusion MRI. Nat Rev Neurosci 4, 469-480 (2003). (Pubitemid 37280168)
33. Assaf, Y. & Pasternak, O. Diffusion tensor imaging (DTI)-based white matter mapping in brain research: a review. J Mol Neurosci 34, 51-61 (2008). (Pubitemid 351378086)
34. Lustig, M., Donoho, D. L., Santos, J. M. & Pauly, J. M. Compressed sensing MRI. Sign Process Mag, IEEE 25, 72-82 (2008).
35. Aminghafari, M., Cheze, N. & Poggi, J. M. Multivariate denoising using wavelets and principal component analysis. Comput Stat Data An 50, 2381-2398 (2006). (Pubitemid 43328678)
36. Neeb, H., Ermer, V., Stocker, T. & Shah, N. J. Fast quantitative mapping of absolute water content with full brain coverage. Neuro Image 42, 1094-1109 (2008).
37. Busse, R. F., Hariharan, H., Vu, A. & Brittain, J. H. Fast spin echo sequences with very long echo trains: design of variable refocusing flip angle schedules and generation of clinical T2 contrast. Magn Reson Med 55, 1030-1037 (2006).
38. Pipe, J. G. et al. A new design and rationale for 3D orthogonally oversampled kspace trajectories. Magn Reson Med 66, 1303-1311 (2011).
39. Cunningham, C. H., Pauly, J. M. & Nayak, K. S. Saturated double-angle method for rapid B1+ mapping. Magn Reson Med 55, 1326-1333 (2006). (Pubitemid 43856770)
40. Schomberg, H. & Timmer, J. The gridding method for image reconstruction by Fourier transformation. IEEE Trans Med Imag 14, 596-607 (1995).
41. O'sullivan, J. A fast sinc function gridding algorithm for Fourier inversion in computer tomography. IEEE Trans Med Imag 4, 200-207 (1985). (Pubitemid 16539712)
42. Pipe, J. G. &Menon, P. Sampling density compensation in MRI: rationale and an iterative numerical solution. Magn Reson Med 41, 179-186 (1999). (Pubitemid 29068051)
43. Jerschow, A. From nuclear structure to the quadrupolar NMR interaction and high-resolution spectroscopy. Prog NMR Spectr 46, 63-78 (2005). (Pubitemid 40357062)
44. Lee, J. S., Regatte, R. R. & Jerschow, A. Optimal excitation of (23)Na nuclear spins in the presence of residual quadrupolar coupling and quadrupolar relaxation. J Chem Phys 131, 174501 (2009).
45. Bottomley, P. A. Sodium MRI in Man: Technique and Findings. Encyclop Magn Reson (2012).
46. Nagel, A. M. et al. The potential of relaxation-weighted sodium magnetic resonance imaging as demonstrated on brain tumors. Invest Radiol 46, 539-547 (2011).
47. Ashburner, J. et al. SPM8 Manual The FIL Methods Group (and honorary members) (2012). http://www.fil.ion.ucl.ac.uk/spm/doc/ (Date of access: 03/13/2014)
48. Go, K. G. The normal and pathological physiology of brain water. Adv Technical Stand Neurosurg 23, 47-142 (1997).
49. Boada, F. E. et al. Sodium MRI and the assessment of irreversible tissue damage during hyper-acute stroke. Transl Stroke Res 3, 236-245 (2012).
50. Yu, S. P. & Choi, D. W. Ions, cell volume, and apoptosis. Proc Nat Acad Sci 97, 9360-9362 (2000). (Pubitemid 30650778)
51. Sabati, M. & Maudsley, A. A. Fast and high-resolution quantitative mapping of tissue water content with full brain coverage for clinically-driven studies. Magn Reson Imag 31, 1752-1759 (2013).