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Published in: EJNMMI Research 1/2018

Open Access 01-12-2018 | Short communication

A novel partial volume correction method for accurate quantification of [18F] flortaucipir in the hippocampus

Authors: Emma E. Wolters, Sandeep S. V. Golla, Tessa Timmers, Rik Ossenkoppele, Chris W. J. van der Weijden, Philip Scheltens, Lothar Schwarte, Robert C. Schuit, Albert D. Windhorst, Frederik Barkhof, Maqsood Yaqub, Adriaan A. Lammertsma, Ronald Boellaard, Bart N. M. van Berckel

Published in: EJNMMI Research | Issue 1/2018

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Abstract

Background

Off-target binding in the choroid plexus (CP) may cause spill-in of the tau PET tracer [18F] flortaucipir into the adjacent hippocampus region. The impact of this spill-in on hippocampal uptake was assessed using a novel partial volume correction method (PVC).

Methods

PVC was performed on 20 [18F] flortaucipir dynamic PET scans (10 probable AD and 10 controls). Volumes of interest (VOIs) were defined for both hippocampus and CP. The correlation between hippocampal and CP distribution volume (VT), with and without PVC, was determined. Both anatomically defined and eroded VOIs were used.

Results

For controls, the correlation between hippocampal and CP VT was significantly reduced after using PVC along with an eroded VOI (r2 = 0.59, slope = 0.80 versus r2 = 0.15, slope = 0.15; difference: p < 0.05). The same was true for AD patients (p < 0.05).

Conclusion

PVC together with an optimized hippocampal VOI resulted in effective reduction of CP spill-in and improved accuracy of hippocampal VT.
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Literature
1.
go back to reference Hall B, Mak E, Cervenka S, Aigbirhio FI, Rowe JB, O'Brien JT. In vivo tau PET imaging in dementia: pathophysiology, radiotracer quantification, and a systematic review of clinical findings. Ageing Res Rev. 2017;36:50–63.CrossRefPubMed Hall B, Mak E, Cervenka S, Aigbirhio FI, Rowe JB, O'Brien JT. In vivo tau PET imaging in dementia: pathophysiology, radiotracer quantification, and a systematic review of clinical findings. Ageing Res Rev. 2017;36:50–63.CrossRefPubMed
2.
go back to reference Braak H, Braak E. Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol. 1991;82:239–59.CrossRefPubMed Braak H, Braak E. Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol. 1991;82:239–59.CrossRefPubMed
3.
go back to reference Johnson KA, Schultz A, Betensky RA, et al. Tau positron emission tomographic imaging in aging and early Alzheimer disease. Ann Neurol. 2016;79:110–9.CrossRefPubMed Johnson KA, Schultz A, Betensky RA, et al. Tau positron emission tomographic imaging in aging and early Alzheimer disease. Ann Neurol. 2016;79:110–9.CrossRefPubMed
4.
go back to reference Pontecorvo MJ, Devous MD Sr, Navitsky M, et al. Relationships between flortaucipir PET tau binding and amyloid burden, clinical diagnosis, age and cognition. Brain. 2017;140:748–63.PubMedPubMedCentral Pontecorvo MJ, Devous MD Sr, Navitsky M, et al. Relationships between flortaucipir PET tau binding and amyloid burden, clinical diagnosis, age and cognition. Brain. 2017;140:748–63.PubMedPubMedCentral
5.
go back to reference Hoffman EJ, Huang SC, Phelps ME. Quantitation in positron emission computed tomography: 1. Effect of object size. J Comput Assist Tomogr. 1979;3:299–308.CrossRefPubMed Hoffman EJ, Huang SC, Phelps ME. Quantitation in positron emission computed tomography: 1. Effect of object size. J Comput Assist Tomogr. 1979;3:299–308.CrossRefPubMed
6.
go back to reference Marquie M, Normandin MD, Vanderburg CR, et al. Validating novel tau PET tracer [F-18]-AV-1451 (T807) on postmortem brain tissue. Ann Neurol. 2015;78(5):787–800.CrossRefPubMedPubMedCentral Marquie M, Normandin MD, Vanderburg CR, et al. Validating novel tau PET tracer [F-18]-AV-1451 (T807) on postmortem brain tissue. Ann Neurol. 2015;78(5):787–800.CrossRefPubMedPubMedCentral
8.
go back to reference Rousset OG, Ma Y, Evans AC. Correction for partial volume effects in PET: principle and validation. J Nucl Med. 1998;39:904–11.PubMed Rousset OG, Ma Y, Evans AC. Correction for partial volume effects in PET: principle and validation. J Nucl Med. 1998;39:904–11.PubMed
9.
go back to reference Muller-Gartner HW, Links JM, Prince JL, et al. Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects. J Cereb Blood Flow Metab. 1992;12:571–83.CrossRefPubMed Muller-Gartner HW, Links JM, Prince JL, et al. Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects. J Cereb Blood Flow Metab. 1992;12:571–83.CrossRefPubMed
10.
go back to reference Su Y, Blazey TM, Snyder AZ, et al. Partial volume correction in quantitative amyloid imaging. NeuroImage. 2015;107:55–64.CrossRefPubMed Su Y, Blazey TM, Snyder AZ, et al. Partial volume correction in quantitative amyloid imaging. NeuroImage. 2015;107:55–64.CrossRefPubMed
11.
12.
go back to reference Buckley RF, Hanseeuw B, Schultz AP, et al. Region-Specific Association of Subjective Cognitive Decline With Tauopathy Independent of Global beta-Amyloid Burden. JAMA Neurol. 2017;74(12):1455–63.CrossRefPubMedPubMedCentral Buckley RF, Hanseeuw B, Schultz AP, et al. Region-Specific Association of Subjective Cognitive Decline With Tauopathy Independent of Global beta-Amyloid Burden. JAMA Neurol. 2017;74(12):1455–63.CrossRefPubMedPubMedCentral
13.
go back to reference Maass A, Landau S, Baker SL, et al. Comparison of multiple tau-PET measures as biomarkers in aging and Alzheimer’s disease. NeuroImage. 2017;157:448–63.CrossRefPubMedPubMedCentral Maass A, Landau S, Baker SL, et al. Comparison of multiple tau-PET measures as biomarkers in aging and Alzheimer’s disease. NeuroImage. 2017;157:448–63.CrossRefPubMedPubMedCentral
14.
go back to reference Hanseeuw BJ, Betensky RA, Schultz AP, et al. Fluorodeoxyglucose metabolism associated with tau-amyloid interaction predicts memory decline. Ann Neurol. 2017;81:583–96.CrossRefPubMedPubMedCentral Hanseeuw BJ, Betensky RA, Schultz AP, et al. Fluorodeoxyglucose metabolism associated with tau-amyloid interaction predicts memory decline. Ann Neurol. 2017;81:583–96.CrossRefPubMedPubMedCentral
15.
go back to reference Gordon BA, Friedrichsen K, Brier M, et al. The relationship between cerebrospinal fluid markers of Alzheimer pathology and positron emission tomography tau imaging. Brain. 2016;139:2249–60.CrossRefPubMedPubMedCentral Gordon BA, Friedrichsen K, Brier M, et al. The relationship between cerebrospinal fluid markers of Alzheimer pathology and positron emission tomography tau imaging. Brain. 2016;139:2249–60.CrossRefPubMedPubMedCentral
16.
go back to reference Wang L, Benzinger TL, Su Y, et al. Evaluation of tau imaging in staging Alzheimer disease and revealing interactions between beta-amyloid and tauopathy. JAMA Neurol. 2016;73:1070–7.CrossRefPubMedPubMedCentral Wang L, Benzinger TL, Su Y, et al. Evaluation of tau imaging in staging Alzheimer disease and revealing interactions between beta-amyloid and tauopathy. JAMA Neurol. 2016;73:1070–7.CrossRefPubMedPubMedCentral
17.
go back to reference Ossenkoppele R, Schonhaut DR, Scholl M, et al. Tau PET patterns mirror clinical and neuroanatomical variability in Alzheimer’s disease. Brain. 2016;139:1551–67.CrossRefPubMedPubMedCentral Ossenkoppele R, Schonhaut DR, Scholl M, et al. Tau PET patterns mirror clinical and neuroanatomical variability in Alzheimer’s disease. Brain. 2016;139:1551–67.CrossRefPubMedPubMedCentral
18.
go back to reference Golla SSV, Lubberink M, van Berckel BNM, Lammertsma AA, Boellaard R. Partial volume correction of brain PET studies using iterative deconvolution in combination with HYPR denoising. EJNMMI Res. 2017;7:36.CrossRefPubMedPubMedCentral Golla SSV, Lubberink M, van Berckel BNM, Lammertsma AA, Boellaard R. Partial volume correction of brain PET studies using iterative deconvolution in combination with HYPR denoising. EJNMMI Res. 2017;7:36.CrossRefPubMedPubMedCentral
19.
go back to reference McKhann GM, Knopman DS, Chertkow H, et al. 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. 2011;7:263–9.CrossRefPubMedPubMedCentral McKhann GM, Knopman DS, Chertkow H, et al. 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. 2011;7:263–9.CrossRefPubMedPubMedCentral
20.
go back to reference Seibyl J, Catafau AM, Barthel H, et al. Impact of training method on the robustness of the visual assessment of 18F-Florbetaben PET scans: results from a phase-3 study. J Nucl Med. 2016;57:900–6.CrossRefPubMed Seibyl J, Catafau AM, Barthel H, et al. Impact of training method on the robustness of the visual assessment of 18F-Florbetaben PET scans: results from a phase-3 study. J Nucl Med. 2016;57:900–6.CrossRefPubMed
21.
go back to reference Zwan M, van Harten A, Ossenkoppele R, et al. Concordance between cerebrospinal fluid biomarkers and [11C] PIB PET in a memory clinic cohort. J Alzheimer's Dis: JAD. 2014;41:801–7.CrossRef Zwan M, van Harten A, Ossenkoppele R, et al. Concordance between cerebrospinal fluid biomarkers and [11C] PIB PET in a memory clinic cohort. J Alzheimer's Dis: JAD. 2014;41:801–7.CrossRef
23.
go back to reference Vollmar S, Michel C, Treffert JT, et al. HeinzelCluster: accelerated reconstruction for FORE and OSEM3D. Phys Med Biol. 2002;47:2651–8.CrossRefPubMed Vollmar S, Michel C, Treffert JT, et al. HeinzelCluster: accelerated reconstruction for FORE and OSEM3D. Phys Med Biol. 2002;47:2651–8.CrossRefPubMed
24.
go back to reference Hammers A, Allom R, Koepp MJ, et al. Three-dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe. Hum Brain Mapp. 2003;19:224–47.CrossRefPubMed Hammers A, Allom R, Koepp MJ, et al. Three-dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe. Hum Brain Mapp. 2003;19:224–47.CrossRefPubMed
25.
go back to reference Svarer C, Madsen K, Hasselbalch SG, et al. MR-based automatic delineation of volumes of interest in human brain PET images using probability maps. NeuroImage. 2005;24:969–79.CrossRefPubMed Svarer C, Madsen K, Hasselbalch SG, et al. MR-based automatic delineation of volumes of interest in human brain PET images using probability maps. NeuroImage. 2005;24:969–79.CrossRefPubMed
26.
go back to reference Barret O, Alagille D, Sanabria S, et al. Kinetic modeling of the tau PET tracer 18F-AV-1451 in human healthy volunteers and Alzheimer’s disease subjects. J Nucl Med. 2016;58(7):1124–31.CrossRefPubMed Barret O, Alagille D, Sanabria S, et al. Kinetic modeling of the tau PET tracer 18F-AV-1451 in human healthy volunteers and Alzheimer’s disease subjects. J Nucl Med. 2016;58(7):1124–31.CrossRefPubMed
27.
go back to reference Wooten D, Guehl NJ, Verwer EE, et al. Pharmacokinetic evaluation of the tau PET radiotracer [18F]T807 ([18F]AV-1451) in human subjects. J Nucl Med. 2016;58(3):484–91.CrossRefPubMedPubMedCentral Wooten D, Guehl NJ, Verwer EE, et al. Pharmacokinetic evaluation of the tau PET radiotracer [18F]T807 ([18F]AV-1451) in human subjects. J Nucl Med. 2016;58(3):484–91.CrossRefPubMedPubMedCentral
Metadata
Title
A novel partial volume correction method for accurate quantification of [18F] flortaucipir in the hippocampus
Authors
Emma E. Wolters
Sandeep S. V. Golla
Tessa Timmers
Rik Ossenkoppele
Chris W. J. van der Weijden
Philip Scheltens
Lothar Schwarte
Robert C. Schuit
Albert D. Windhorst
Frederik Barkhof
Maqsood Yaqub
Adriaan A. Lammertsma
Ronald Boellaard
Bart N. M. van Berckel
Publication date
01-12-2018
Publisher
Springer Berlin Heidelberg
Published in
EJNMMI Research / Issue 1/2018
Electronic ISSN: 2191-219X
DOI
https://doi.org/10.1186/s13550-018-0432-2

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