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Published in: Journal of Neurology 6/2019

Open Access 01-06-2019 | Review

Magnetic resonance imaging in Alzheimer’s disease and mild cognitive impairment

Authors: Avinash Chandra, George Dervenoulas, Marios Politis, for the Alzheimer’s Disease Neuroimaging Initiative

Published in: Journal of Neurology | Issue 6/2019

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Abstract

Research utilizing magnetic resonance imaging (MRI) has been crucial to the understanding of the neuropathological mechanisms behind and clinical identification of Alzheimer’s disease (AD) and mild cognitive impairment (MCI). MRI modalities show patterns of brain damage that discriminate AD from other brain illnesses and brain abnormalities that are associated with risk of conversion to AD from MCI and other behavioural outcomes. This review discusses the application of various MRI techniques to and their clinical usefulness in AD and MCI. MRI modalities covered include structural MRI, diffusion tensor imaging (DTI), arterial spin labelling (ASL), magnetic resonance spectroscopy (MRS), and functional MRI (fMRI). There is much evidence supporting the validity of MRI as a biomarker for these disorders; however, only traditional structural imaging is currently recommended for routine use in clinical settings. Future research is needed to warrant the inclusion for more advanced MRI methodology in forthcoming revisions to diagnostic criteria for AD and MCI.
Literature
1.
go back to reference Harrington CR (2012) The molecular pathology of Alzheimer’s disease. Neuroimaging Clin N Am 22:11–22 (vii)CrossRef Harrington CR (2012) The molecular pathology of Alzheimer’s disease. Neuroimaging Clin N Am 22:11–22 (vii)CrossRef
2.
go back to reference McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR, Kawas CH, Klunk WE, Koroshetz WJ, Manly JJ, Mayeux R (2011) The diagnosis of dementia due to Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimer’s Dement 7:263–269CrossRef McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR, Kawas CH, Klunk WE, Koroshetz WJ, Manly JJ, Mayeux R (2011) The diagnosis of dementia due to Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimer’s Dement 7:263–269CrossRef
3.
go back to reference Albert MS, DeKosky ST, Dickson D, Dubois B, Feldman HH, Fox NC, Gamst A, Holtzman DM, Jagust WJ, Petersen RC (2011) The diagnosis of mild cognitive impairment due to Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimer’s Dement 7:270–279CrossRef Albert MS, DeKosky ST, Dickson D, Dubois B, Feldman HH, Fox NC, Gamst A, Holtzman DM, Jagust WJ, Petersen RC (2011) The diagnosis of mild cognitive impairment due to Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimer’s Dement 7:270–279CrossRef
4.
go back to reference Politis M, Piccini P (2012) Positron emission tomography imaging in neurological disorders. J Neurol 259:1769–1780CrossRef Politis M, Piccini P (2012) Positron emission tomography imaging in neurological disorders. J Neurol 259:1769–1780CrossRef
5.
go back to reference Braak H, Braak E (1991) Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol 82:239–259CrossRef Braak H, Braak E (1991) Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol 82:239–259CrossRef
6.
go back to reference Du A, Schuff N, Kramer J, Ganzer S, Zhu X, Jagust W, Miller B, Reed B, Mungas D, Yaffe K (2004) Higher atrophy rate of entorhinal cortex than hippocampus in AD. Neurology 62:422–427CrossRef Du A, Schuff N, Kramer J, Ganzer S, Zhu X, Jagust W, Miller B, Reed B, Mungas D, Yaffe K (2004) Higher atrophy rate of entorhinal cortex than hippocampus in AD. Neurology 62:422–427CrossRef
7.
go back to reference Pennanen C, Kivipelto M, Tuomainen S, Hartikainen P, Hanninen T, Laakso MP, Hallikainen M, Vanhanen M, Nissinen A, Helkala EL, Vainio P, Vanninen R, Partanen K, Soininen H (2004) Hippocampus and entorhinal cortex in mild cognitive impairment and early AD. Neurobiol Aging 25:303–310CrossRef Pennanen C, Kivipelto M, Tuomainen S, Hartikainen P, Hanninen T, Laakso MP, Hallikainen M, Vanhanen M, Nissinen A, Helkala EL, Vainio P, Vanninen R, Partanen K, Soininen H (2004) Hippocampus and entorhinal cortex in mild cognitive impairment and early AD. Neurobiol Aging 25:303–310CrossRef
8.
go back to reference Oosterman JM, Oosterveld S, Rikkert MGO, Claassen JA, Kessels RP (2012) Medial temporal lobe atrophy relates to executive dysfunction in Alzheimer’s disease. Int Psychogeriatr 24:1474–1482CrossRef Oosterman JM, Oosterveld S, Rikkert MGO, Claassen JA, Kessels RP (2012) Medial temporal lobe atrophy relates to executive dysfunction in Alzheimer’s disease. Int Psychogeriatr 24:1474–1482CrossRef
9.
go back to reference Li X, Coyle D, Maguire L, Watson DR, McGinnity TM (2011) Gray matter concentration and effective connectivity changes in Alzheimer’s disease: a longitudinal structural MRI study. Neuroradiology 53:733–748CrossRef Li X, Coyle D, Maguire L, Watson DR, McGinnity TM (2011) Gray matter concentration and effective connectivity changes in Alzheimer’s disease: a longitudinal structural MRI study. Neuroradiology 53:733–748CrossRef
10.
go back to reference Nesteruk M, Nesteruk T, Styczyńska M, Barczak A, Mandecka M, Walecki J, Barcikowska-Kotowicz M (2015) Predicting the conversion of mild cognitive impairment to Alzheimer’s disease based on the volumetric measurements of the selected brain structures in magnetic resonance imaging. Neurol Neurochir Pol 49:349–353CrossRef Nesteruk M, Nesteruk T, Styczyńska M, Barczak A, Mandecka M, Walecki J, Barcikowska-Kotowicz M (2015) Predicting the conversion of mild cognitive impairment to Alzheimer’s disease based on the volumetric measurements of the selected brain structures in magnetic resonance imaging. Neurol Neurochir Pol 49:349–353CrossRef
11.
go back to reference Delli Pizzi S, Franciotti R, Bubbico G, Thomas A, Onofrj M, Bonanni L (2016) Atrophy of hippocampal subfields and adjacent extrahippocampal structures in dementia with Lewy bodies and Alzheimer’s disease. Neurobiol Aging 40:103–109CrossRef Delli Pizzi S, Franciotti R, Bubbico G, Thomas A, Onofrj M, Bonanni L (2016) Atrophy of hippocampal subfields and adjacent extrahippocampal structures in dementia with Lewy bodies and Alzheimer’s disease. Neurobiol Aging 40:103–109CrossRef
12.
go back to reference Tam CW, Burton EJ, McKeith IG, Burn DJ, O’Brien JT (2005) Temporal lobe atrophy on MRI in Parkinson disease with dementia: a comparison with Alzheimer disease and dementia with Lewy bodies. Neurology 64:861–865CrossRef Tam CW, Burton EJ, McKeith IG, Burn DJ, O’Brien JT (2005) Temporal lobe atrophy on MRI in Parkinson disease with dementia: a comparison with Alzheimer disease and dementia with Lewy bodies. Neurology 64:861–865CrossRef
13.
go back to reference Cavedo E, Boccardi M, Ganzola R, Canu E, Beltramello A, Caltagirone C, Thompson P, Frisoni G (2011) Local amygdala structural differences with 3T MRI in patients with Alzheimer disease. Neurology 76:727–733CrossRef Cavedo E, Boccardi M, Ganzola R, Canu E, Beltramello A, Caltagirone C, Thompson P, Frisoni G (2011) Local amygdala structural differences with 3T MRI in patients with Alzheimer disease. Neurology 76:727–733CrossRef
14.
go back to reference Thomann PA, Dos Santos V, Toro P, Schönknecht P, Essig M, Schröder J (2009) Reduced olfactory bulb and tract volume in early Alzheimer’s disease—a MRI study. Neurobiol Aging 30:838–841CrossRef Thomann PA, Dos Santos V, Toro P, Schönknecht P, Essig M, Schröder J (2009) Reduced olfactory bulb and tract volume in early Alzheimer’s disease—a MRI study. Neurobiol Aging 30:838–841CrossRef
15.
go back to reference Guo X, Wang Z, Li K, Li Z, Qi Z, Jin Z, Yao L, Chen K (2010) Voxel-based assessment of gray and white matter volumes in Alzheimer’s disease. Neurosci Lett 468:146–150CrossRef Guo X, Wang Z, Li K, Li Z, Qi Z, Jin Z, Yao L, Chen K (2010) Voxel-based assessment of gray and white matter volumes in Alzheimer’s disease. Neurosci Lett 468:146–150CrossRef
16.
go back to reference De Jong L, Van der Hiele K, Veer I, Houwing J, Westendorp R, Bollen E, De Bruin P, Middelkoop H, Van Buchem M, Van Der Grond J (2008) Strongly reduced volumes of putamen and thalamus in Alzheimer’s disease: an MRI study. Brain 131:3277–3285CrossRef De Jong L, Van der Hiele K, Veer I, Houwing J, Westendorp R, Bollen E, De Bruin P, Middelkoop H, Van Buchem M, Van Der Grond J (2008) Strongly reduced volumes of putamen and thalamus in Alzheimer’s disease: an MRI study. Brain 131:3277–3285CrossRef
17.
go back to reference Tagawa R, Hashimoto H, Matsuda Y, Uchida K, Yoshida A, Higashiyama S, Kawabe J, Toshihiro K, Shiomi S, Mori H (2014) Correlation between right medial temporal lobe atrophy and persecutory delusions in patients with dementia of the Alzheimer’s type demonstrated on VSRAD advance. Osaka City Med J 60:73–80PubMed Tagawa R, Hashimoto H, Matsuda Y, Uchida K, Yoshida A, Higashiyama S, Kawabe J, Toshihiro K, Shiomi S, Mori H (2014) Correlation between right medial temporal lobe atrophy and persecutory delusions in patients with dementia of the Alzheimer’s type demonstrated on VSRAD advance. Osaka City Med J 60:73–80PubMed
18.
go back to reference Poulin SP, Dautoff R, Morris JC, Barrett LF, Dickerson BC (2011) Amygdala atrophy is prominent in early Alzheimer’s disease and relates to symptom severity. Psychiatry Res Neuroimaging 194:7–13CrossRef Poulin SP, Dautoff R, Morris JC, Barrett LF, Dickerson BC (2011) Amygdala atrophy is prominent in early Alzheimer’s disease and relates to symptom severity. Psychiatry Res Neuroimaging 194:7–13CrossRef
19.
go back to reference Kilimann I, Grothe M, Heinsen H, Alho EJL, Grinberg L, Amaro E Jr, Dos Santos GAB, Da Silva RE, Mitchell AJ, Frisoni GB (2014) Subregional basal forebrain atrophy in Alzheimer’s disease: a multicenter study. J Alzheimers Dis 40:687–700CrossRef Kilimann I, Grothe M, Heinsen H, Alho EJL, Grinberg L, Amaro E Jr, Dos Santos GAB, Da Silva RE, Mitchell AJ, Frisoni GB (2014) Subregional basal forebrain atrophy in Alzheimer’s disease: a multicenter study. J Alzheimers Dis 40:687–700CrossRef
20.
go back to reference Duarte A, Hayasaka S, Du A, Schuff N, Jahng G-H, Kramer J, Miller B, Weiner M (2006) Volumetric correlates of memory and executive function in normal elderly, mild cognitive impairment and Alzheimer’s disease. Neurosci Lett 406:60–65CrossRef Duarte A, Hayasaka S, Du A, Schuff N, Jahng G-H, Kramer J, Miller B, Weiner M (2006) Volumetric correlates of memory and executive function in normal elderly, mild cognitive impairment and Alzheimer’s disease. Neurosci Lett 406:60–65CrossRef
21.
go back to reference Roy R, Niccolini F, Pagano G, Politis M (2016) Cholinergic imaging in dementia spectrum disorders. Eur J Nucl Med Mol Imaging 43:1376–1386CrossRef Roy R, Niccolini F, Pagano G, Politis M (2016) Cholinergic imaging in dementia spectrum disorders. Eur J Nucl Med Mol Imaging 43:1376–1386CrossRef
22.
go back to reference Vasavada MM, Wang J, Eslinger PJ, Gill DJ, Sun X, Karunanayaka P, Yang QX (2015) Olfactory cortex degeneration in Alzheimer’s disease and mild cognitive impairment. J Alzheimers Dis 45:947–958CrossRef Vasavada MM, Wang J, Eslinger PJ, Gill DJ, Sun X, Karunanayaka P, Yang QX (2015) Olfactory cortex degeneration in Alzheimer’s disease and mild cognitive impairment. J Alzheimers Dis 45:947–958CrossRef
23.
go back to reference Tabatabaei-Jafari H, Walsh E, Shaw ME, Cherbuin N, Initiative AsDN (2017) The cerebellum shrinks faster than normal ageing in A lzheimer’s disease but not in mild cognitive impairment. Hum Brain Mapp 38:3141–3150CrossRef Tabatabaei-Jafari H, Walsh E, Shaw ME, Cherbuin N, Initiative AsDN (2017) The cerebellum shrinks faster than normal ageing in A lzheimer’s disease but not in mild cognitive impairment. Hum Brain Mapp 38:3141–3150CrossRef
24.
go back to reference Lee JH, Ryan J, Andreescu C, Aizenstein H, Lim HK (2015) Brainstem morphological changes in Alzheimer’s disease. Neuroreport 26:411CrossRef Lee JH, Ryan J, Andreescu C, Aizenstein H, Lim HK (2015) Brainstem morphological changes in Alzheimer’s disease. Neuroreport 26:411CrossRef
25.
go back to reference Moonga I, Niccolini F, Wilson H, Pagano G, Politis M, Initiative AsDN (2017) Hypertension is associated with worse cognitive function and hippocampal hypometabolism in Alzheimer’s disease. Eur J Neurol 24:1173–1182CrossRef Moonga I, Niccolini F, Wilson H, Pagano G, Politis M, Initiative AsDN (2017) Hypertension is associated with worse cognitive function and hippocampal hypometabolism in Alzheimer’s disease. Eur J Neurol 24:1173–1182CrossRef
26.
go back to reference Fazekas F, Kleinert R, Offenbacher H, Schmidt R, Kleinert G, Payer F, Radner H, Lechner H (1993) Pathologic correlates of incidental MRI white matter signal hyperintensities. Neurology 43:1683–1683CrossRef Fazekas F, Kleinert R, Offenbacher H, Schmidt R, Kleinert G, Payer F, Radner H, Lechner H (1993) Pathologic correlates of incidental MRI white matter signal hyperintensities. Neurology 43:1683–1683CrossRef
27.
go back to reference Capizzano AA, Acion L, Bekinschtein T, Furman M, Gomila H, Martinez A, Mizrahi R, Starkstein S (2004) White matter hyperintensities are significantly associated with cortical atrophy in Alzheimer’s disease. J Neurol Neurosurg Psychiatry 75:822–827CrossRef Capizzano AA, Acion L, Bekinschtein T, Furman M, Gomila H, Martinez A, Mizrahi R, Starkstein S (2004) White matter hyperintensities are significantly associated with cortical atrophy in Alzheimer’s disease. J Neurol Neurosurg Psychiatry 75:822–827CrossRef
28.
go back to reference de Leeuw FE, Barkhof F, Scheltens P (2004) White matter lesions and hippocampal atrophy in Alzheimer’s disease. Neurology 62:310–312CrossRef de Leeuw FE, Barkhof F, Scheltens P (2004) White matter lesions and hippocampal atrophy in Alzheimer’s disease. Neurology 62:310–312CrossRef
29.
go back to reference Debette S, Bombois S, Bruandet A, Delbeuck X, Lepoittevin S, Delmaire C, Leys D, Pasquier F (2007) Subcortical hyperintensities are associated with cognitive decline in patients with mild cognitive impairment. Stroke 38:2924–2930CrossRef Debette S, Bombois S, Bruandet A, Delbeuck X, Lepoittevin S, Delmaire C, Leys D, Pasquier F (2007) Subcortical hyperintensities are associated with cognitive decline in patients with mild cognitive impairment. Stroke 38:2924–2930CrossRef
30.
go back to reference Berlow YA, Wells WM, Ellison JM, Sung YH, Renshaw PF, Harper DG (2010) Neuropsychiatric correlates of white matter hyperintensities in Alzheimer’s disease. Int J Geriatr Psychiatry 25:780–788CrossRef Berlow YA, Wells WM, Ellison JM, Sung YH, Renshaw PF, Harper DG (2010) Neuropsychiatric correlates of white matter hyperintensities in Alzheimer’s disease. Int J Geriatr Psychiatry 25:780–788CrossRef
31.
go back to reference Altamura C, Scrascia F, Quattrocchi CC, Errante Y, Gangemi E, Curcio G, Ursini F, Silvestrini M, Maggio P, Beomonte Zobel B (2016) Regional MRI diffusion, white-matter hyperintensities, and cognitive function in Alzheimer’s disease and vascular dementia. J Clin Neurol 12:201–208CrossRef Altamura C, Scrascia F, Quattrocchi CC, Errante Y, Gangemi E, Curcio G, Ursini F, Silvestrini M, Maggio P, Beomonte Zobel B (2016) Regional MRI diffusion, white-matter hyperintensities, and cognitive function in Alzheimer’s disease and vascular dementia. J Clin Neurol 12:201–208CrossRef
32.
go back to reference van Straaten EC, Harvey D, Scheltens P, Barkhof F, Petersen RC, Thal LJ, Jack CR, DeCarli C (2008) Periventricular white matter hyperintensities increase the likelihood of progression from amnestic mild cognitive impairment to dementia. J Neurol 255:1302CrossRef van Straaten EC, Harvey D, Scheltens P, Barkhof F, Petersen RC, Thal LJ, Jack CR, DeCarli C (2008) Periventricular white matter hyperintensities increase the likelihood of progression from amnestic mild cognitive impairment to dementia. J Neurol 255:1302CrossRef
33.
go back to reference Madden DJ, Bennett IJ, Burzynska A, Potter GG, Chen N-k, Song AW (2012) Diffusion tensor imaging of cerebral white matter integrity in cognitive aging. Biochim Biophys Acta Mol Basis Dis 1822:386–400CrossRef Madden DJ, Bennett IJ, Burzynska A, Potter GG, Chen N-k, Song AW (2012) Diffusion tensor imaging of cerebral white matter integrity in cognitive aging. Biochim Biophys Acta Mol Basis Dis 1822:386–400CrossRef
34.
go back to reference Sexton CE, Kalu UG, Filippini N, Mackay CE, Ebmeier KP (2011) A meta-analysis of diffusion tensor imaging in mild cognitive impairment and Alzheimer’s disease. Neurobiol Aging 32:2322 (e2325-2322. e2318)CrossRef Sexton CE, Kalu UG, Filippini N, Mackay CE, Ebmeier KP (2011) A meta-analysis of diffusion tensor imaging in mild cognitive impairment and Alzheimer’s disease. Neurobiol Aging 32:2322 (e2325-2322. e2318)CrossRef
35.
go back to reference Brüggen K, Dyrba M, Barkhof F, Hausner L, Filippi M, Nestor PJ, Hauenstein K, Klöppel S, Grothe MJ, Kasper E (2015) Basal forebrain and hippocampus as predictors of conversion to Alzheimer’s disease in patients with mild cognitive impairment—a multicenter DTI and volumetry study. J Alzheimers Dis 48:197–204CrossRef Brüggen K, Dyrba M, Barkhof F, Hausner L, Filippi M, Nestor PJ, Hauenstein K, Klöppel S, Grothe MJ, Kasper E (2015) Basal forebrain and hippocampus as predictors of conversion to Alzheimer’s disease in patients with mild cognitive impairment—a multicenter DTI and volumetry study. J Alzheimers Dis 48:197–204CrossRef
36.
go back to reference Sjöbeck M, Elfgren C, Larsson E-M, Brockstedt S, Lätt J, Englund E, Passant U (2010) Alzheimer’s disease (AD) and executive dysfunction. A case-control study on the significance of frontal white matter changes detected by diffusion tensor imaging (DTI). Arch Gerontol Geriatr 50:260–266CrossRef Sjöbeck M, Elfgren C, Larsson E-M, Brockstedt S, Lätt J, Englund E, Passant U (2010) Alzheimer’s disease (AD) and executive dysfunction. A case-control study on the significance of frontal white matter changes detected by diffusion tensor imaging (DTI). Arch Gerontol Geriatr 50:260–266CrossRef
37.
go back to reference Hirni DI, Kivisaari SL, Monsch AU, Taylor KI (2013) Distinct neuroanatomical bases of episodic and semantic memory performance in Alzheimer’s disease. Neuropsychologia 51:930–937CrossRef Hirni DI, Kivisaari SL, Monsch AU, Taylor KI (2013) Distinct neuroanatomical bases of episodic and semantic memory performance in Alzheimer’s disease. Neuropsychologia 51:930–937CrossRef
38.
go back to reference Zhang Y, Schuff N, Du A-T, Rosen HJ, Kramer JH, Gorno-Tempini ML, Miller BL, Weiner MW (2009) White matter damage in frontotemporal dementia and Alzheimer’s disease measured by diffusion MRI. Brain 132:2579–2592CrossRef Zhang Y, Schuff N, Du A-T, Rosen HJ, Kramer JH, Gorno-Tempini ML, Miller BL, Weiner MW (2009) White matter damage in frontotemporal dementia and Alzheimer’s disease measured by diffusion MRI. Brain 132:2579–2592CrossRef
39.
go back to reference Firbank MJ, Watson R, Mak E, Aribisala B, Barber R, Colloby SJ, He J, Blamire AM, O’Brien JT (2016) Longitudinal diffusion tensor imaging in dementia with Lewy bodies and Alzheimer’s disease. Parkinsonism Relat Disord 24:76–80CrossRef Firbank MJ, Watson R, Mak E, Aribisala B, Barber R, Colloby SJ, He J, Blamire AM, O’Brien JT (2016) Longitudinal diffusion tensor imaging in dementia with Lewy bodies and Alzheimer’s disease. Parkinsonism Relat Disord 24:76–80CrossRef
40.
go back to reference Mori S, Zhang J (2006) Principles of diffusion tensor imaging and its applications to basic neuroscience research. Neuron 51:527–539CrossRef Mori S, Zhang J (2006) Principles of diffusion tensor imaging and its applications to basic neuroscience research. Neuron 51:527–539CrossRef
41.
go back to reference Alexopoulos P, Sorg C, Förschler A, Grimmer T, Skokou M, Wohlschläger A, Perneczky R, Zimmer C, Kurz A, Preibisch C (2012) Perfusion abnormalities in mild cognitive impairment and mild dementia in Alzheimer’s disease measured by pulsed arterial spin labeling MRI. Eur Arch Psychiatry Clin Neurosci 262:69–77CrossRef Alexopoulos P, Sorg C, Förschler A, Grimmer T, Skokou M, Wohlschläger A, Perneczky R, Zimmer C, Kurz A, Preibisch C (2012) Perfusion abnormalities in mild cognitive impairment and mild dementia in Alzheimer’s disease measured by pulsed arterial spin labeling MRI. Eur Arch Psychiatry Clin Neurosci 262:69–77CrossRef
42.
go back to reference Mak HK-F, Qian W, Ng KS, Chan Q, Song Y-Q, Chu LW, Yau KK-W (2014) Combination of MRI hippocampal volumetry and arterial spin labeling MR perfusion at 3-Tesla improves the efficacy in discriminating Alzheimer’s disease from cognitively normal elderly adults. J Alzheimers Dis 41:749–758CrossRef Mak HK-F, Qian W, Ng KS, Chan Q, Song Y-Q, Chu LW, Yau KK-W (2014) Combination of MRI hippocampal volumetry and arterial spin labeling MR perfusion at 3-Tesla improves the efficacy in discriminating Alzheimer’s disease from cognitively normal elderly adults. J Alzheimers Dis 41:749–758CrossRef
43.
go back to reference Dai W, Lopez OL, Carmichael OT, Becker JT, Kuller LH, Gach HM (2009) Mild cognitive impairment and alzheimer disease: patterns of altered cerebral blood flow at MR imaging. Radiology 250:856–866CrossRef Dai W, Lopez OL, Carmichael OT, Becker JT, Kuller LH, Gach HM (2009) Mild cognitive impairment and alzheimer disease: patterns of altered cerebral blood flow at MR imaging. Radiology 250:856–866CrossRef
44.
go back to reference Chao LL, Buckley ST, Kornak J, Schuff N, Madison C, Yaffe K, Miller BL, Kramer JH, Weiner MW (2010) ASL perfusion MRI predicts cognitive decline and conversion from MCI to dementia. Alzheimer Dis Assoc Disord 24:19CrossRef Chao LL, Buckley ST, Kornak J, Schuff N, Madison C, Yaffe K, Miller BL, Kramer JH, Weiner MW (2010) ASL perfusion MRI predicts cognitive decline and conversion from MCI to dementia. Alzheimer Dis Assoc Disord 24:19CrossRef
45.
go back to reference Gao Y-Z, Zhang J-J, Liu H, Wu G-Y, Xiong L, Shu M (2013) Regional cerebral blood flow and cerebrovascular reactivity in Alzheimer’s disease and vascular dementia assessed by arterial spinlabeling magnetic resonance imaging. Curr Neurovasc Res 10:49–53CrossRef Gao Y-Z, Zhang J-J, Liu H, Wu G-Y, Xiong L, Shu M (2013) Regional cerebral blood flow and cerebrovascular reactivity in Alzheimer’s disease and vascular dementia assessed by arterial spinlabeling magnetic resonance imaging. Curr Neurovasc Res 10:49–53CrossRef
46.
go back to reference Binnewijzend MA, Kuijer JP, van der Flier WM, Benedictus MR, Möller CM, Pijnenburg YA, Lemstra AW, Prins ND, Wattjes MP, van Berckel BN (2014) Distinct perfusion patterns in Alzheimer’s disease, frontotemporal dementia and dementia with Lewy bodies. Eur Radiol 24:2326–2333CrossRef Binnewijzend MA, Kuijer JP, van der Flier WM, Benedictus MR, Möller CM, Pijnenburg YA, Lemstra AW, Prins ND, Wattjes MP, van Berckel BN (2014) Distinct perfusion patterns in Alzheimer’s disease, frontotemporal dementia and dementia with Lewy bodies. Eur Radiol 24:2326–2333CrossRef
48.
go back to reference Reiman EM, Jagust WJ (2012) Brain imaging in the study of Alzheimer’s disease. Neuroimage 61:505–516CrossRef Reiman EM, Jagust WJ (2012) Brain imaging in the study of Alzheimer’s disease. Neuroimage 61:505–516CrossRef
49.
go back to reference Zhu X, Schuff N, Kornak J, Soher B, Yaffe K, Kramer JH, Ezekiel F, Miller BL, Jagust WJ, Weiner MW (2006) Effects of Alzheimer disease on fronto-parietal brain N-acetyl aspartate and myo-inositol using magnetic resonance spectroscopic imaging. Alzheimer Dis Assoc Disord 20:77CrossRef Zhu X, Schuff N, Kornak J, Soher B, Yaffe K, Kramer JH, Ezekiel F, Miller BL, Jagust WJ, Weiner MW (2006) Effects of Alzheimer disease on fronto-parietal brain N-acetyl aspartate and myo-inositol using magnetic resonance spectroscopic imaging. Alzheimer Dis Assoc Disord 20:77CrossRef
50.
go back to reference Tumati S, Martens S, Aleman A (2013) Magnetic resonance spectroscopy in mild cognitive impairment: systematic review and meta-analysis. Neurosci Biobehav Rev 37:2571–2586CrossRef Tumati S, Martens S, Aleman A (2013) Magnetic resonance spectroscopy in mild cognitive impairment: systematic review and meta-analysis. Neurosci Biobehav Rev 37:2571–2586CrossRef
51.
go back to reference Kantarci K (2013) Proton MRS in mild cognitive impairment. J Magn Reson Imaging 37:770–777CrossRef Kantarci K (2013) Proton MRS in mild cognitive impairment. J Magn Reson Imaging 37:770–777CrossRef
52.
go back to reference Falini A, Bozzali M, Magnani G, Pero G, Gambini A, Benedetti B, Mossini R, Franceschi M, Comi G, Scotti G (2005) A whole brain MR spectroscopy study from patients with Alzheimer’s disease and mild cognitive impairment. Neuroimage 26:1159–1163CrossRef Falini A, Bozzali M, Magnani G, Pero G, Gambini A, Benedetti B, Mossini R, Franceschi M, Comi G, Scotti G (2005) A whole brain MR spectroscopy study from patients with Alzheimer’s disease and mild cognitive impairment. Neuroimage 26:1159–1163CrossRef
53.
go back to reference Weiss U, Bacher R, Vonbank H, Kemmler G, Lingg A, Marksteiner J (2003) Cognitive impairment: assessment with brain magnetic resonance imaging and proton magnetic resonance spectroscopy. J Clin Psychiatry 64:235–242CrossRef Weiss U, Bacher R, Vonbank H, Kemmler G, Lingg A, Marksteiner J (2003) Cognitive impairment: assessment with brain magnetic resonance imaging and proton magnetic resonance spectroscopy. J Clin Psychiatry 64:235–242CrossRef
54.
go back to reference Su L, Blamire A, Watson R, He J, Hayes L, O’brien J (2016) Whole-brain patterns of 1 H-magnetic resonance spectroscopy imaging in Alzheimer’s disease and dementia with Lewy bodies. Transl Psychiatry 6:e877CrossRef Su L, Blamire A, Watson R, He J, Hayes L, O’brien J (2016) Whole-brain patterns of 1 H-magnetic resonance spectroscopy imaging in Alzheimer’s disease and dementia with Lewy bodies. Transl Psychiatry 6:e877CrossRef
55.
go back to reference Chatham JC, Blackband SJ (2001) Nuclear magnetic resonance spectroscopy and imaging in animal research. IlAR J 42:189–208CrossRef Chatham JC, Blackband SJ (2001) Nuclear magnetic resonance spectroscopy and imaging in animal research. IlAR J 42:189–208CrossRef
56.
go back to reference Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412:150CrossRef Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412:150CrossRef
57.
go back to reference Small SA, Perera GM, DeLaPaz R, Mayeux R, Stern Y (1999) Differential regional dysfunction of the hippocampal formation among elderly with memory decline and Alzheimer’s disease. Ann Neurol 45:466–472CrossRef Small SA, Perera GM, DeLaPaz R, Mayeux R, Stern Y (1999) Differential regional dysfunction of the hippocampal formation among elderly with memory decline and Alzheimer’s disease. Ann Neurol 45:466–472CrossRef
58.
go back to reference Sperling RA, Bates J, Chua E, Cocchiarella A, Rentz D, Rosen B, Schacter D, Albert M (2003) fMRI studies of associative encoding in young and elderly controls and mild Alzheimer’s disease. J Neurol Neurosurg Psychiatry 74:44–50CrossRef Sperling RA, Bates J, Chua E, Cocchiarella A, Rentz D, Rosen B, Schacter D, Albert M (2003) fMRI studies of associative encoding in young and elderly controls and mild Alzheimer’s disease. J Neurol Neurosurg Psychiatry 74:44–50CrossRef
59.
go back to reference Petrella JR, Wang L, Krishnan S, Slavin MJ, Prince SE, Tran T-TT, Doraiswamy PM (2007) Cortical deactivation in mild cognitive impairment: high-field-strength functional MR imaging. Radiology 245:224–235CrossRef Petrella JR, Wang L, Krishnan S, Slavin MJ, Prince SE, Tran T-TT, Doraiswamy PM (2007) Cortical deactivation in mild cognitive impairment: high-field-strength functional MR imaging. Radiology 245:224–235CrossRef
60.
go back to reference Trivedi MA, Murphy CM, Goetz C, Shah RC, Gabrieli JD, Whitfield-Gabrieli S, Turner DA, Stebbins GT (2008) fMRI activation changes during successful episodic memory encoding and recognition in amnestic mild cognitive impairment relative to cognitively healthy older adults. Dement Geriatr Cogn Disord 26:123–137CrossRef Trivedi MA, Murphy CM, Goetz C, Shah RC, Gabrieli JD, Whitfield-Gabrieli S, Turner DA, Stebbins GT (2008) fMRI activation changes during successful episodic memory encoding and recognition in amnestic mild cognitive impairment relative to cognitively healthy older adults. Dement Geriatr Cogn Disord 26:123–137CrossRef
61.
go back to reference Parra MA, Pattan V, Wong D, Beaglehole A, Lonie J, Wan HI, Honey G, Hall J, Whalley HC, Lawrie SM (2013) Medial temporal lobe function during emotional memory in early Alzheimer’s disease, mild cognitive impairment and healthy ageing: an fMRI study. BMC Psychiatry 13:76CrossRef Parra MA, Pattan V, Wong D, Beaglehole A, Lonie J, Wan HI, Honey G, Hall J, Whalley HC, Lawrie SM (2013) Medial temporal lobe function during emotional memory in early Alzheimer’s disease, mild cognitive impairment and healthy ageing: an fMRI study. BMC Psychiatry 13:76CrossRef
62.
go back to reference Yetkin FZ, Rosenberg RN, Weiner MF, Purdy PD, Cullum CM (2006) FMRI of working memory in patients with mild cognitive impairment and probable Alzheimer’s disease. Eur Radiol 16:193–206CrossRef Yetkin FZ, Rosenberg RN, Weiner MF, Purdy PD, Cullum CM (2006) FMRI of working memory in patients with mild cognitive impairment and probable Alzheimer’s disease. Eur Radiol 16:193–206CrossRef
63.
go back to reference Thiyagesh SN, Farrow TF, Parks RW, Accosta-Mesa H, Young C, Wilkinson ID, Hunter MD, Woodruff PW (2009) The neural basis of visuospatial perception in Alzheimer’s disease and healthy elderly comparison subjects: an fMRI study. Psychiatry Res Neuroimaging 172:109–116CrossRef Thiyagesh SN, Farrow TF, Parks RW, Accosta-Mesa H, Young C, Wilkinson ID, Hunter MD, Woodruff PW (2009) The neural basis of visuospatial perception in Alzheimer’s disease and healthy elderly comparison subjects: an fMRI study. Psychiatry Res Neuroimaging 172:109–116CrossRef
64.
go back to reference Li C, Zheng J, Wang J, Gui L, Li C (2009) An fMRI stroop task study of prefrontal cortical function in normal aging, mild cognitive impairment, and Alzheimer’s disease. Curr Alzheimer Res 6:525–530CrossRef Li C, Zheng J, Wang J, Gui L, Li C (2009) An fMRI stroop task study of prefrontal cortical function in normal aging, mild cognitive impairment, and Alzheimer’s disease. Curr Alzheimer Res 6:525–530CrossRef
65.
go back to reference McGeown WJ, Shanks MF, Forbes-McKay KE, Venneri A (2009) Patterns of brain activity during a semantic task differentiate normal aging from early Alzheimer’s disease. Psychiatry Res Neuroimaging 173:218–227CrossRef McGeown WJ, Shanks MF, Forbes-McKay KE, Venneri A (2009) Patterns of brain activity during a semantic task differentiate normal aging from early Alzheimer’s disease. Psychiatry Res Neuroimaging 173:218–227CrossRef
66.
go back to reference Vidoni ED, Thomas GP, Honea RA, Loskutova N, Burns JM (2012) Evidence of altered corticomotor system connectivity in early-stage Alzheimer’s disease. J Neurol Phys Ther 36:8CrossRef Vidoni ED, Thomas GP, Honea RA, Loskutova N, Burns JM (2012) Evidence of altered corticomotor system connectivity in early-stage Alzheimer’s disease. J Neurol Phys Ther 36:8CrossRef
67.
go back to reference Van Dam NT, Sano M, Mitsis EM, Grossman HT, Gu X, Park Y, Hof PR, Fan J (2013) Functional neural correlates of attentional deficits in amnestic mild cognitive impairment. PLoS One 8:e54035CrossRef Van Dam NT, Sano M, Mitsis EM, Grossman HT, Gu X, Park Y, Hof PR, Fan J (2013) Functional neural correlates of attentional deficits in amnestic mild cognitive impairment. PLoS One 8:e54035CrossRef
68.
go back to reference Greicius MD, Krasnow B, Reiss AL, Menon V (2003) Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci 100:253–258CrossRef Greicius MD, Krasnow B, Reiss AL, Menon V (2003) Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci 100:253–258CrossRef
69.
go back to reference Greicius MD, Srivastava G, Reiss AL, Menon V (2004) Default-mode network activity distinguishes Alzheimer’s disease from healthy aging: evidence from functional MRI. Proc Natl Acad Sci USA 101:4637–4642CrossRef Greicius MD, Srivastava G, Reiss AL, Menon V (2004) Default-mode network activity distinguishes Alzheimer’s disease from healthy aging: evidence from functional MRI. Proc Natl Acad Sci USA 101:4637–4642CrossRef
70.
go back to reference Celebi O, Uzdogan A, Oguz KK, Has AC, Dolgun A, Cakmakli GY, Akbiyik F, Elibol B, Saka E (2016) Default mode network connectivity is linked to cognitive functioning and CSF Aβ1–42 levels in Alzheimer’s disease. Arch Gerontol Geriatr 62:125–132CrossRef Celebi O, Uzdogan A, Oguz KK, Has AC, Dolgun A, Cakmakli GY, Akbiyik F, Elibol B, Saka E (2016) Default mode network connectivity is linked to cognitive functioning and CSF Aβ1–42 levels in Alzheimer’s disease. Arch Gerontol Geriatr 62:125–132CrossRef
71.
go back to reference Damoiseaux JS, Prater KE, Miller BL, Greicius MD (2012) Functional connectivity tracks clinical deterioration in Alzheimer’s disease. Neurobiol Aging 33:828 (e819-828. e830)CrossRef Damoiseaux JS, Prater KE, Miller BL, Greicius MD (2012) Functional connectivity tracks clinical deterioration in Alzheimer’s disease. Neurobiol Aging 33:828 (e819-828. e830)CrossRef
72.
go back to reference Yu E, Liao Z, Mao D, Zhang Q, Ji G, Li Y, Ding Z (2017) Directed functional connectivity of posterior cingulate cortex and whole brain in Alzheimer’s disease and mild cognitive impairment. Curr Alzheimer Res 14:628–635CrossRef Yu E, Liao Z, Mao D, Zhang Q, Ji G, Li Y, Ding Z (2017) Directed functional connectivity of posterior cingulate cortex and whole brain in Alzheimer’s disease and mild cognitive impairment. Curr Alzheimer Res 14:628–635CrossRef
73.
go back to reference Das SR, Pluta J, Mancuso L, Kliot D, Orozco S, Dickerson BC, Yushkevich PA, Wolk DA (2013) Increased functional connectivity within medial temporal lobe in mild cognitive impairment. Hippocampus 23:1–6CrossRef Das SR, Pluta J, Mancuso L, Kliot D, Orozco S, Dickerson BC, Yushkevich PA, Wolk DA (2013) Increased functional connectivity within medial temporal lobe in mild cognitive impairment. Hippocampus 23:1–6CrossRef
74.
go back to reference Zhou B, Liu Y, Zhang Z, An N, Yao H, Wang P, Wang L, Zhang X, Jiang T (2013) Impaired functional connectivity of the thalamus in Alzheimer’s disease and mild cognitive impairment: a resting-state fMRI study. Curr Alzheimer Res 10:754–766CrossRef Zhou B, Liu Y, Zhang Z, An N, Yao H, Wang P, Wang L, Zhang X, Jiang T (2013) Impaired functional connectivity of the thalamus in Alzheimer’s disease and mild cognitive impairment: a resting-state fMRI study. Curr Alzheimer Res 10:754–766CrossRef
75.
go back to reference Li R, Wu X, Fleisher AS, Reiman EM, Chen K, Yao L (2012) Attention-related networks in Alzheimer’s disease: a resting functional MRI study. Hum Brain Mapp 33:1076–1088CrossRef Li R, Wu X, Fleisher AS, Reiman EM, Chen K, Yao L (2012) Attention-related networks in Alzheimer’s disease: a resting functional MRI study. Hum Brain Mapp 33:1076–1088CrossRef
76.
go back to reference Zheng W, Liu X, Song H, Li K, Wang Z (2017) Altered functional connectivity of cognitive-related cerebellar subregions in Alzheimer’s disease. Front Aging Neurosci 9:143CrossRef Zheng W, Liu X, Song H, Li K, Wang Z (2017) Altered functional connectivity of cognitive-related cerebellar subregions in Alzheimer’s disease. Front Aging Neurosci 9:143CrossRef
77.
go back to reference Rocchi L, Niccolini F, Politis M (2015) Recent imaging advances in neurology. J Neurol 262:2182–2194CrossRef Rocchi L, Niccolini F, Politis M (2015) Recent imaging advances in neurology. J Neurol 262:2182–2194CrossRef
78.
go back to reference Bandettini PA (2009) Functional MRI limitations and aspirations. In: Neural correlates of thinking. Springer, New York, pp 15–38CrossRef Bandettini PA (2009) Functional MRI limitations and aspirations. In: Neural correlates of thinking. Springer, New York, pp 15–38CrossRef
Metadata
Title
Magnetic resonance imaging in Alzheimer’s disease and mild cognitive impairment
Authors
Avinash Chandra
George Dervenoulas
Marios Politis
for the Alzheimer’s Disease Neuroimaging Initiative
Publication date
01-06-2019
Publisher
Springer Berlin Heidelberg
Published in
Journal of Neurology / Issue 6/2019
Print ISSN: 0340-5354
Electronic ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-018-9016-3

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