Skip to main content
Top
Published in: European Radiology 1/2016

Open Access 01-01-2016 | Neuro

Early-stage differentiation between presenile Alzheimer’s disease and frontotemporal dementia using arterial spin labeling MRI

Authors: Rebecca M. E. Steketee, Esther E. Bron, Rozanna Meijboom, Gavin C. Houston, Stefan Klein, Henri J. M. M. Mutsaerts, Carolina P. Mendez Orellana, Frank Jan de Jong, John C. van Swieten, Aad van der Lugt, Marion Smits

Published in: European Radiology | Issue 1/2016

Login to get access

Abstract

Objective

To investigate arterial spin labeling (ASL)-MRI for the early diagnosis of and differentiation between the two most common types of presenile dementia: Alzheimer’s disease (AD) and frontotemporal dementia (FTD), and for distinguishing age-related from pathological perfusion changes.

Methods

Thirteen AD and 19 FTD patients, and 25 age-matched older and 22 younger controls underwent 3D pseudo-continuous ASL-MRI at 3 T. Gray matter (GM) volume and cerebral blood flow (CBF), corrected for partial volume effects, were quantified in the entire supratentorial cortex and in 10 GM regions. Sensitivity, specificity and diagnostic performance were evaluated in regions showing significant CBF differences between patient groups or between patients and older controls.

Results

AD compared with FTD patients had hypoperfusion in the posterior cingulate cortex, differentiating these with a diagnostic performance of 74 %. Compared to older controls, FTD patients showed hypoperfusion in the anterior cingulate cortex, whereas AD patients showed a more widespread regional hypoperfusion as well as atrophy. Regional atrophy was not different between AD and FTD. Diagnostic performance of ASL to differentiate AD or FTD from controls was good (78-85 %). Older controls showed global hypoperfusion compared to young controls.

Conclusion

ASL-MRI contributes to early diagnosis of and differentiation between presenile AD and FTD.

Key Points

ASL-MRI facilitates differentiation of early Alzheimer’s disease and frontotemporal dementia.
Posterior cingulate perfusion is lower in Alzheimer’s disease than frontotemporal dementia.
Compared to controls, Alzheimer’s disease patients show hypoperfusion in multiple regions.
Compared to controls, frontotemporal dementia patients show focal anterior cingulate hypoperfusion.
Global decreased perfusion in older adults differs from hypoperfusion in dementia.
Literature
2.
go back to reference Koedam EL, Lauffer V, van der Vlies AE, van der Flier WM, Scheltens P, Pijnenburg YA (2010) Early-versus late-onset Alzheimer's disease: More than age alone. J Alzheimers Dis 19:1401–1408PubMed Koedam EL, Lauffer V, van der Vlies AE, van der Flier WM, Scheltens P, Pijnenburg YA (2010) Early-versus late-onset Alzheimer's disease: More than age alone. J Alzheimers Dis 19:1401–1408PubMed
4.
5.
6.
7.
go back to reference McMahon PM, Araki SS, Sandberg EA, Neumann PJ, Gazelle GS (2003) Cost-effectiveness of PET in the diagnosis of Alzheimer disease. Radiology 228:515–522CrossRefPubMed McMahon PM, Araki SS, Sandberg EA, Neumann PJ, Gazelle GS (2003) Cost-effectiveness of PET in the diagnosis of Alzheimer disease. Radiology 228:515–522CrossRefPubMed
8.
9.
go back to reference Du AT, Jahng GH, Hayasaka S et al (2006) Hypoperfusion in frontotemporal dementia and Alzheimer disease by arterial spin labeling MRI. Neurology 67:1215–1220PubMedCentralCrossRefPubMed Du AT, Jahng GH, Hayasaka S et al (2006) Hypoperfusion in frontotemporal dementia and Alzheimer disease by arterial spin labeling MRI. Neurology 67:1215–1220PubMedCentralCrossRefPubMed
10.
go back to reference Wang Z (2014) Characterizing early Alzheimer's disease and disease progression using hippocampal volume and arterial spin labeling perfusion MRI. J Alzheimers Dis 42(Suppl 4):S495–502PubMed Wang Z (2014) Characterizing early Alzheimer's disease and disease progression using hippocampal volume and arterial spin labeling perfusion MRI. J Alzheimers Dis 42(Suppl 4):S495–502PubMed
11.
go back to reference Wierenga CE, Hays CC, Zlatar ZZ (2014) Cerebral blood flow measured by arterial spin labeling MRI as a preclinical marker of Alzheimer's disease. J Alzheimers Dis 42(Suppl 4):S411–9PubMed Wierenga CE, Hays CC, Zlatar ZZ (2014) Cerebral blood flow measured by arterial spin labeling MRI as a preclinical marker of Alzheimer's disease. J Alzheimers Dis 42(Suppl 4):S411–9PubMed
12.
go back to reference Pfefferbaum A, Chanraud S, Pitel AL et al (2010) Volumetric cerebral perfusion imaging in healthy adults: Regional distribution, laterality, and repeatability of pulsed continuous arterial spin labeling (PCASL). Psychiatry Res 182:266–73PubMedCentralCrossRefPubMed Pfefferbaum A, Chanraud S, Pitel AL et al (2010) Volumetric cerebral perfusion imaging in healthy adults: Regional distribution, laterality, and repeatability of pulsed continuous arterial spin labeling (PCASL). Psychiatry Res 182:266–73PubMedCentralCrossRefPubMed
13.
go back to reference McKhann GM, Knopman DS, Chertkow H et al (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. Alzheimers Dement 7:263–269PubMedCentralCrossRefPubMed McKhann GM, Knopman DS, Chertkow H et al (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. Alzheimers Dement 7:263–269PubMedCentralCrossRefPubMed
14.
go back to reference Rascovsky K, Hodges JR, Knopman D et al (2011) Sensitivity of revised diagnostic criteria for the behavioural variant of frontotemporal dementia. Brain 134:2456–2477PubMedCentralCrossRefPubMed Rascovsky K, Hodges JR, Knopman D et al (2011) Sensitivity of revised diagnostic criteria for the behavioural variant of frontotemporal dementia. Brain 134:2456–2477PubMedCentralCrossRefPubMed
15.
go back to reference Mutsaerts HJ, Steketee RME, Heijtel DF et al (2014) Inter-vendor reproducibility of pseudo-continuous arterial spin labeling at 3 tesla. PLoS ONE 9, e104108PubMedCentralCrossRefPubMed Mutsaerts HJ, Steketee RME, Heijtel DF et al (2014) Inter-vendor reproducibility of pseudo-continuous arterial spin labeling at 3 tesla. PLoS ONE 9, e104108PubMedCentralCrossRefPubMed
16.
go back to reference Alsop DC, Detre JA, Golay X et al (2015) Recommended implementation of arterial spin-labeled perfusion MRI for clinical applications: A consensus of the ISMRM perfusion study group and the european consortium for ASL in dementia. Magn Reson Med 73:102–116CrossRefPubMed Alsop DC, Detre JA, Golay X et al (2015) Recommended implementation of arterial spin-labeled perfusion MRI for clinical applications: A consensus of the ISMRM perfusion study group and the european consortium for ASL in dementia. Magn Reson Med 73:102–116CrossRefPubMed
17.
go back to reference Bron EE, Steketee RME, Houston GC et al (2014) Diagnostic classification of arterial spin labeling and structural MRI in presenile early stage dementia. Hum Brain Mapp 35:4916–4931CrossRefPubMed Bron EE, Steketee RME, Houston GC et al (2014) Diagnostic classification of arterial spin labeling and structural MRI in presenile early stage dementia. Hum Brain Mapp 35:4916–4931CrossRefPubMed
19.
go back to reference Klein S, Staring M, Murphy K, Viergever MA, Pluim JP (2010) Elastix: A toolbox for intensity-based medical image registration. IEEE Trans Med Imaging 29:196–205CrossRefPubMed Klein S, Staring M, Murphy K, Viergever MA, Pluim JP (2010) Elastix: A toolbox for intensity-based medical image registration. IEEE Trans Med Imaging 29:196–205CrossRefPubMed
20.
go back to reference Asllani I, Borogovac A, Brown TR (2008) Regression algorithm correcting for partial volume effects in arterial spin labeling MRI. Magn Reson Med 60:1362–1371CrossRefPubMed Asllani I, Borogovac A, Brown TR (2008) Regression algorithm correcting for partial volume effects in arterial spin labeling MRI. Magn Reson Med 60:1362–1371CrossRefPubMed
21.
go back to reference Hammers A, Allom R, Koepp MJ et al (2003) Three-dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe. Hum Brain Mapp 19:224–247CrossRefPubMed Hammers A, Allom R, Koepp MJ et al (2003) Three-dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe. Hum Brain Mapp 19:224–247CrossRefPubMed
22.
go back to reference Gousias IS, Rueckert D, Heckemann RA et al (2008) Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest. Neuroimage 40:672–684CrossRefPubMed Gousias IS, Rueckert D, Heckemann RA et al (2008) Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest. Neuroimage 40:672–684CrossRefPubMed
23.
go back to reference Heckemann RA, Hajnal JV, Aljabar P, Rueckert D, Hammers A (2006) Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. Neuroimage 33:115–126CrossRefPubMed Heckemann RA, Hajnal JV, Aljabar P, Rueckert D, Hammers A (2006) Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. Neuroimage 33:115–126CrossRefPubMed
26.
go back to reference Foster NL, Heidebrink JL, Clark CM et al (2007) FDG-PET improves accuracy in distinguishing frontotemporal dementia and Alzheimer's disease. Brain 130:2616–2635CrossRefPubMed Foster NL, Heidebrink JL, Clark CM et al (2007) FDG-PET improves accuracy in distinguishing frontotemporal dementia and Alzheimer's disease. Brain 130:2616–2635CrossRefPubMed
27.
go back to reference Ibach B, Poljansky S, Marienhagen J, Sommer M, Manner P, Hajak G (2004) Contrasting metabolic impairment in frontotemporal degeneration and early onset Alzheimer's disease. Neuroimage 23:739–743CrossRefPubMed Ibach B, Poljansky S, Marienhagen J, Sommer M, Manner P, Hajak G (2004) Contrasting metabolic impairment in frontotemporal degeneration and early onset Alzheimer's disease. Neuroimage 23:739–743CrossRefPubMed
28.
go back to reference Santens P, De Bleecker J, Goethals P et al (2001) Differential regional cerebral uptake of (18)F-fluoro-2-deoxy-D-glucose in Alzheimer's disease and frontotemporal dementia at initial diagnosis. Eur Neurol 45:19–27CrossRefPubMed Santens P, De Bleecker J, Goethals P et al (2001) Differential regional cerebral uptake of (18)F-fluoro-2-deoxy-D-glucose in Alzheimer's disease and frontotemporal dementia at initial diagnosis. Eur Neurol 45:19–27CrossRefPubMed
29.
go back to reference Zhang Y, Schuff N, Ching C et al (2011) Joint assessment of structural, perfusion, and diffusion MRI in Alzheimer's disease and frontotemporal dementia. Int J Alzheimers Dis 2011:546871PubMedCentralPubMed Zhang Y, Schuff N, Ching C et al (2011) Joint assessment of structural, perfusion, and diffusion MRI in Alzheimer's disease and frontotemporal dementia. Int J Alzheimers Dis 2011:546871PubMedCentralPubMed
30.
go back to reference Asllani I, Habeck C, Scarmeas N, Borogovac A, Brown TR, Stern Y (2008) Multivariate and univariate analysis of continuous arterial spin labeling perfusion MRI in Alzheimer's disease. J Cereb Blood Flow Metab 28:725–736PubMedCentralCrossRefPubMed Asllani I, Habeck C, Scarmeas N, Borogovac A, Brown TR, Stern Y (2008) Multivariate and univariate analysis of continuous arterial spin labeling perfusion MRI in Alzheimer's disease. J Cereb Blood Flow Metab 28:725–736PubMedCentralCrossRefPubMed
31.
go back to reference Chen Y, Wolk DA, Reddin JS et al (2011) Voxel-level comparison of arterial spin-labeled perfusion MRI and FDG-PET in Alzheimer disease. Neurology 77:1977–1985PubMedCentralCrossRefPubMed Chen Y, Wolk DA, Reddin JS et al (2011) Voxel-level comparison of arterial spin-labeled perfusion MRI and FDG-PET in Alzheimer disease. Neurology 77:1977–1985PubMedCentralCrossRefPubMed
32.
go back to reference Binnewijzend MA, Kuijer JP, van der Flier WM et al (2014) Distinct perfusion patterns in Alzheimer's disease, frontotemporal dementia and dementia with lewy bodies. Eur Radiol 24:2326–2333CrossRefPubMed Binnewijzend MA, Kuijer JP, van der Flier WM et al (2014) Distinct perfusion patterns in Alzheimer's disease, frontotemporal dementia and dementia with lewy bodies. Eur Radiol 24:2326–2333CrossRefPubMed
33.
go back to reference Diehl J, Grimmer T, Drzezga A, Riemenschneider M, Förstl H, Kurz A (2004) Cerebral metabolic patterns at early stages of frontotemporal dementia and semantic dementia. A PET study. Neurobiol Aging 25:1051–1056CrossRefPubMed Diehl J, Grimmer T, Drzezga A, Riemenschneider M, Förstl H, Kurz A (2004) Cerebral metabolic patterns at early stages of frontotemporal dementia and semantic dementia. A PET study. Neurobiol Aging 25:1051–1056CrossRefPubMed
34.
go back to reference Tan RH, Pok K, Wong S, Brooks D, Halliday GM, Kril JJ (2013) The pathogenesis of cingulate atrophy in behavioral variant frontotemporal dementia and alzheimer's disease. Acta Neuropathol Commun 1:1–30 Tan RH, Pok K, Wong S, Brooks D, Halliday GM, Kril JJ (2013) The pathogenesis of cingulate atrophy in behavioral variant frontotemporal dementia and alzheimer's disease. Acta Neuropathol Commun 1:1–30
35.
go back to reference Chare L, Hodges JR, Leyton CE et al (2014) New criteria for frontotemporal dementia syndromes: Clinical and pathological diagnostic implications. J Neurol Neurosurg Psychiatry 85:865–870CrossRefPubMed Chare L, Hodges JR, Leyton CE et al (2014) New criteria for frontotemporal dementia syndromes: Clinical and pathological diagnostic implications. J Neurol Neurosurg Psychiatry 85:865–870CrossRefPubMed
36.
37.
go back to reference Thambisetty M, Beason-Held L, An Y, Kraut MA, Resnick SM (2010) APOE epsilon4 genotype and longitudinal changes in cerebral blood flow in normal aging. Arch Neurol 67:93–98PubMedCentralPubMed Thambisetty M, Beason-Held L, An Y, Kraut MA, Resnick SM (2010) APOE epsilon4 genotype and longitudinal changes in cerebral blood flow in normal aging. Arch Neurol 67:93–98PubMedCentralPubMed
Metadata
Title
Early-stage differentiation between presenile Alzheimer’s disease and frontotemporal dementia using arterial spin labeling MRI
Authors
Rebecca M. E. Steketee
Esther E. Bron
Rozanna Meijboom
Gavin C. Houston
Stefan Klein
Henri J. M. M. Mutsaerts
Carolina P. Mendez Orellana
Frank Jan de Jong
John C. van Swieten
Aad van der Lugt
Marion Smits
Publication date
01-01-2016
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 1/2016
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-015-3789-x

Other articles of this Issue 1/2016

European Radiology 1/2016 Go to the issue