Quantitative susceptibility mapping to evaluate the early stage of Alzheimer's disease

NeuroImage: Clinical

Volumn 16, Issue , 2017, Pages 429-438

  Kim, Hyug Gi ^a   Park, Soonchan ^b   Rhee, Hak Young ^b   Lee, Kyung Mi ^b   Ryu, Chang Woo ^b   Rhee, Sun Jung ^b   Lee, Soo Yeol ^a   Wang, Yi ^c   Jahng, Geon Ho ^b  

^a Kyung Hee University   (South Korea)

^b Kyung Hee University College of Medicine   (South Korea)

^c NONE   (United States)

Author keywords

Alzheimer's disease (AD); Gray matter volume; Mild cognitive impairment (MCI); Quantitative susceptibility mapping (QSM)

Indexed keywords

AMYLOID BETA PROTEIN; IRON;

AGED; ALLOCORTEX; ALZHEIMER DISEASE; AMYGDALA; ANTERIOR CINGULATE; ARTICLE; BRAIN MAPPING; BRAIN REGION; BRAIN SIZE; COGNITION; EARLY DIAGNOSIS; ENTORHINAL CORTEX; FEMALE; GLOBUS PALLIDUS; GRAY MATTER; HIPPOCAMPUS; HUMAN; MAJOR CLINICAL STUDY; MALE; MILD COGNITIVE IMPAIRMENT; NEOCORTEX; NEUROIMAGING; POSTERIOR CINGULATE; PRECUNEUS; PRIORITY JOURNAL; PULVINAR; PUTAMEN; THALAMUS; AGING; AMNESIA; COGNITIVE DEFECT; DIAGNOSTIC IMAGING; METABOLISM; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PROCEDURES;

AGED; AGING; ALZHEIMER DISEASE; AMNESIA; COGNITIVE DYSFUNCTION; FEMALE; GRAY MATTER; HUMANS; IRON; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED;

EID: 85028469783     PISSN: None     EISSN: 22131582     Source Type: Journal    
DOI: 10.1016/j.nicl.2017.08.019     Document Type: Article

References (40)

1. Acosta-Cabronero, J., Williams, G.B., Cardenas-Blanco, A., Arnold, R.J., Lupson, V., Nestor, P.J., In vivo quantitative susceptibility mapping (QSM) in Alzheimer's disease. PLoS One, 8, 2013, e81093.
2. Albertini, V., Benussi, L., Paterlini, A., Glionna, M., Prestia, A., Bocchio-Chiavetto, L., Amicucci, G., Galluzzi, S., Adorni, A., Geroldi, C., Binetti, G., Frisoni, G.B., Ghidoni, R., Distinct cerebrospinal fluid amyloid-beta peptide signatures in cognitive decline associated with Alzheimer's disease and schizophrenia. Electrophoresis 33 (2012), 3738–3744.
3. Ashburner, J., A fast diffeomorphic image registration algorithm. NeuroImage 38 (2007), 95–113.
4. Ayton, S., Faux, N.G., Bush, A.I., Alzheimer's Disease Neuroimaging, I., Ferritin levels in the cerebrospinal fluid predict Alzheimer's disease outcomes and are regulated by APOE. Nat. Commun., 6, 2015, 6760.
5. Bilgic, B., Pfefferbaum, A., Rohlfing, T., Sullivan, E.V., Adalsteinsson, E., MRI estimates of brain iron concentration in normal aging using quantitative susceptibility mapping. NeuroImage 59 (2012), 2625–2635.
6. Carmeli, C., Fornari, E., Jalili, M., Meuli, R., Knyazeva, M.G., Structural covariance of superficial white matter in mild Alzheimer's disease compared to normal aging. Brain Behav. 4 (2014), 721–737.
7. Connor, J.R., Snyder, B.S., Beard, J.L., Fine, R.E., Mufson, E.J., Regional distribution of iron and iron-regulatory proteins in the brain in aging and Alzheimer's disease. J. Neurosci. Res. 31 (1992), 327–335.
8. Conover, W.J., Practical Nonparametric Statistics. 3rd edition, 1999, John Wiley & Sons, New York.
9. Cuajungco, M.P., Goldstein, L.E., Nunomura, A., Smith, M.A., Lim, J.T., Atwood, C.S., Huang, X., Farrag, Y.W., Perry, G., Bush, A.I., Evidence that the beta-amyloid plaques of Alzheimer's disease represent the redox-silencing and entombment of abeta by zinc. J. Biol. Chem. 275 (2000), 19439–19442.
10. Duce, J.A., Tsatsanis, A., Cater, M.A., James, S.A., Robb, E., Wikhe, K., Leong, S.L., Perez, K., Johanssen, T., Greenough, M.A., Cho, H.H., Galatis, D., Moir, R.D., Masters, C.L., McLean, C., Tanzi, R.E., Cappai, R., Barnham, K.J., Ciccotosto, G.D., Rogers, J.T., Bush, A.I., Iron-export ferroxidase activity of beta-amyloid precursor protein is inhibited by zinc in Alzheimer's disease. Cell 142 (2010), 857–867.
11. Everett, J., Cespedes, E., Shelford, L.R., Exley, C., Collingwood, J.F., Dobson, J., van der Laan, G., Jenkins, C.A., Arenholz, E., Telling, N.D., Ferrous iron formation following the co-aggregation of ferric iron and the Alzheimer's disease peptide beta-amyloid (1–42). J. R. Soc. Interface, 11, 2014, 20140165.
12. Haacke, E.M., Cheng, N.Y., 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 23 (2005), 1–25.
13. Haacke, E.M., Mittal, S., Wu, Z., Neelavalli, J., Cheng, Y.C., Susceptibility-weighted imaging: technical aspects and clinical applications, part 1. AJNR Am. J. Neuroradiol. 30 (2009), 19–30.
14. Han, J.S., Lee, J.J., Anandan, T., Zeng, M., Sripathi, S., Jahng, W.J., Lee, S.H., Suh, J.W., Kang, C.M., Characterization of a chromosomal toxin-antitoxin, Rv1102c-Rv1103c system in Mycobacterium tuberculosis. Biochem. Biophys. Res. Commun. 400 (2010), 293–298.
15. Hardy, J., Selkoe, D.J., The amyloid hypothesis of Alzheimer's disease: progress and problems on the road to therapeutics. Science 297 (2002), 353–356.
16. Jahn, H., Memory loss in Alzheimer's disease. Dialogues Clin. Neurosci. 15 (2013), 445–454.
17. Lee, J., Shmueli, K., Kang, B.T., Yao, B., Fukunaga, M., van Gelderen, P., Palumbo, S., Bosetti, F., Silva, A.C., Duyn, J.H., The contribution of myelin to magnetic susceptibility-weighted contrasts in high-field MRI of the brain. NeuroImage 59 (2012), 3967–3975.
18. Li, J., Chang, S., Liu, T., Wang, Q., Cui, D., Chen, X., Jin, M., Wang, B., Pei, M., Wisnieff, C., Spincemaille, P., Zhang, M., Wang, Y., Reducing the object orientation dependence of susceptibility effects in gradient echo MRI through quantitative susceptibility mapping. Magn. Reson. Med. 68 (2012), 1563–1569.
19. Liu, T., Khalidov, I., de Rochefort, L., Spincemaille, P., Liu, J., Tsiouris, A.J., Wang, Y., A novel background field removal method for MRI using projection onto dipole fields (PDF). NMR Biomed. 24 (2011), 1129–1136.
20. Liu, T., Liu, J., de Rochefort, L., Spincemaille, P., Khalidov, I., Ledoux, J.R., Wang, Y., Morphology enabled dipole inversion (MEDI) from a single-angle acquisition: comparison with COSMOS in human brain imaging. Magn. Reson. Med. 66 (2011), 777–783.
21. Liu, J., Liu, T., de Rochefort, L., Ledoux, J., Khalidov, I., Chen, W., Tsiouris, A.J., Wisnieff, C., Spincemaille, P., Prince, M.R., Wang, Y., Morphology enabled dipole inversion for quantitative susceptibility mapping using structural consistency between the magnitude image and the susceptibility map. NeuroImage 59 (2012), 2560–2568.
22. Liu, T., Xu, W., Spincemaille, P., Avestimehr, A.S., Wang, Y., Accuracy of the morphology enabled dipole inversion (MEDI) algorithm for quantitative susceptibility mapping in MRI. IEEE Trans. Med. Imaging 31 (2012), 816–824.
23. Liu, C., Li, W., Tong, K.A., Yeom, K.W., Kuzminski, S., Susceptibility-weighted imaging and quantitative susceptibility mapping in the brain. J. Magn. Reson. Imaging 42 (2015), 23–41.
24. McKhann, G., Drachman, D., Folstein, M., Katzman, R., Price, D., Stadlan, E., Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease. Neurology 34 (1984), 939–944.
25. Moon, Y., Han, S.H., Moon, W.J., Patterns of brain iron accumulation in vascular dementia and Alzheimer's dementia using quantitative susceptibility mapping imaging. J. Alzheimers Dis. 51 (2016), 737–745.
26. Moretz, R.C., Iqbal, K., Wisniewski, H.M., Microanalysis of Alzheimer disease NFT and plaques. Environ. Geochem. Health 12 (1990), 15–16.
27. Petersen, R.C., Smith, G.E., Waring, S.C., Ivnik, R.J., Tangalos, E.G., Kokmen, E., Mild cognitive impairment: clinical characterization and outcome. Arch. Neurol. 56 (1999), 303–308.
28. Petersen, R.C., Doody, R., Kurz, A., Mohs, R.C., Morris, J.C., Rabins, P.V., Ritchie, K., Rossor, M., Thal, L., Winblad, B., Current concepts in mild cognitive impairment. Arch. Neurol. 58 (2001), 1985–1992.
29. Raven, E.P., Lu, P.H., Tishler, T.A., Heydari, P., Bartzokis, G., Increased iron levels and decreased tissue integrity in hippocampus of Alzheimer's disease detected in vivo with magnetic resonance imaging. J. Alzheimers Dis. 37 (2013), 127–136.
30. de Rochefort, L., Liu, T., Kressler, B., Liu, J., Spincemaille, P., Lebon, V., Wu, J., Wang, Y., Quantitative susceptibility map reconstruction from MR phase data using Bayesian regularization: validation and application to brain imaging. Magn. Reson. Med. 63 (2010), 194–206.
31. Saarlas, K.N., Paluku, K.M., Roungou, J.B., Bryce, J.W., Naimoli, J.F., Benzerroug el, H., Multiple methods for workshop evaluation, 1994–95. Int. Q Community Health Educ. 27 (2006), 245–264.
32. Schenck, J.F., Zimmerman, E.A., High-field magnetic resonance imaging of brain iron: birth of a biomarker?. NMR Biomed. 17 (2004), 433–445.
33. Schweser, F., Sommer, K., Deistung, A., Reichenbach, J.R., Quantitative susceptibility mapping for investigating subtle susceptibility variations in the human brain. NeuroImage 62 (2012), 2083–2100.
34. Shah, Y., Tangalos, E.G., Petersen, R.C., Mild cognitive impairment. When is it a precursor to Alzheimer's disease?. Geriatrics 55:62 (2000), 65–68.
35. Sherwin, B.B., Mild cognitive impairment: potential pharmacological treatment options. J. Am. Geriatr. Soc. 48 (2000), 431–441.
36. Smith, M.A., Zhu, X., Tabaton, M., Liu, G., McKeel, D.W. Jr., Cohen, M.L., Wang, X., Siedlak, S.L., Dwyer, B.E., Hayashi, T., Nakamura, M., Nunomura, A., Perry, G., Increased iron and free radical generation in preclinical Alzheimer disease and mild cognitive impairment. J. Alzheimers Dis. 19 (2010), 363–372.
37. Thal, D.R., Rub, U., Orantes, M., Braak, H., Phases of A beta-deposition in the human brain and its relevance for the development of AD. Neurology 58 (2002), 1791–1800.
38. Vandenberghe, R., Adamczuk, K., Dupont, P., Laere, K.V., Chetelat, G., Amyloid PET in clinical practice: its place in the multidimensional space of Alzheimer's disease. Neuroimage Clin. 2 (2013), 497–511.
39. Wang, Y., Liu, T., Quantitative susceptibility mapping (QSM): decoding MRI data for a tissue magnetic biomarker. Magn. Reson. Med. 73 (2015), 82–101.
40. Wei Xu, I.C., A region-growing algorithm for InSAR phase unwrapping. IEEE Trans. Geosci. Remote Sens., 37, 1999.