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Kotari V, Southekal S, Navitsky M, Kennedy IA, Lu M, Morris A, Zimmer JA, Fleisher AS, Mintun MA, Devous MD, Pontecorvo MJ. Early tau detection in flortaucipir images: validation in autopsy-confirmed data and implications for disease progression. Alzheimers Res Ther 2023; 15:41. [PMID: 36855201 PMCID: PMC9972744 DOI: 10.1186/s13195-023-01160-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 01/01/2023] [Indexed: 03/02/2023]
Abstract
BACKGROUND There is an increasing interest in utilizing tau PET to identify patients early in Alzheimer's disease (AD). In this work, a temporal lobe composite (Eτ) volume of interest (VOI) was evaluated in a longitudinal flortaucipir cohort and compared to a previously described global neocortical VOI. In a separate autopsy-confirmed study, the sensitivity of the Eτ VOI for identifying intermediate (B2) neurofibrillary tangle (NFT) pathology was evaluated. METHODS A total of 427 subjects received flortaucipir, florbetapir, MRI, and cognitive evaluation at baseline and 18 months. In a separate autopsy study, 67 subjects received ante-mortem flortaucipir scans, and neuropathological findings were recorded according to NIA-AA recommendations by two experts. Two VOIs: Eτ comprising FreeSurfer volumes (bilateral entorhinal cortex, fusiform, parahippocampal, and inferior temporal gyri) transformed to MNI space and a previously published global AD signature-weighted neocortical VOI (ADsignature) (Devous et al., J Nucl Med 59:937-43, 2018), were used to calculate SUVr relative to a white matter reference region (PERSI) (Southekal et al., J Nucl Med Off Publ Soc Nucl Med 59:944-51, 2018). SUVr cutoffs for positivity were determined based on a cohort of young, cognitively normal subjects. Subjects were grouped based on positivity on both VOIs (Eτ+/ADsignature+; Eτ+/ADsignature-; Eτ-/ADsignature-). Groupwise comparisons were performed for baseline SUVr, 18-month changes in SUVr, neurodegeneration, and cognition. For the autopsy study, the sensitivity of Eτ in identifying intermediate Braak pathology (B2) subjects was compared to that of AD signature-weighted neocortical VOI. The average surface maps of subjects in the Eτ+/ADsignature- group and B2 NFT scores were created for visual evaluation of uptake. RESULTS Sixty-four out of 390 analyzable subjects were identified as Eτ+/ADsignature-: 84% were Aβ+, 100% were diagnosed as MCI or AD, and 59% were APOE ε4 carriers. Consistent with the hypothesis that Eτ+/ADsignature- status reflects an early stage of AD, Eτ+/ADsignature- subjects deteriorated significantly faster than Eτ-/ADsignature- subjects, but significantly slower than Eτ+/ADsignature+ subjects, on most measures (i.e., change in ADsignature SUVr, Eτ ROI cortical thickness, and MMSE). The ADsignature VOI was selective for subjects who came to autopsy with a B3 NFT score. In the autopsy study, 12/15 B2 subjects (including 10/11 Braak IV) were Eτ+/ADsignature-. Surface maps showed that flortaucipir uptake was largely captured by the Eτ VOI regions in B2 subjects. CONCLUSION The Eτ VOI identified subjects with elevated temporal but not global tau (Eτ+/ADsignature-) that were primarily Aβ+, APOE ε4 carriers, and diagnosed as MCI or AD. Eτ+/ADsignature- subjects had greater accumulation of tau, greater atrophy, and higher decline on MMSE in 18 months compared to Eτ-/ADsignature- subjects. Finally, the Eτ VOI identified the majority of the intermediate NFT score subjects in an autopsy-confirmed study. As far as we know, this is the first study that presents a visualization of ante-mortem FTP retention patterns that at a group level agree with the neurofibrillary tangle staging scheme proposed by Braak. These findings suggest that the Eτ VOI may be sensitive for detecting impaired subjects early in the course of Alzheimer's disease.
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Affiliation(s)
- Vikas Kotari
- Eli Lilly and Company, Indianapolis, IN, 46285, USA.
| | - Sudeepti Southekal
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Michael Navitsky
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Ian A. Kennedy
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Ming Lu
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Amanda Morris
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Jennifer Ann Zimmer
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Adam S. Fleisher
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Mark A. Mintun
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
| | - Michael D. Devous
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN 46285 USA
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Shcherbinin S, Andersen SW, Evans CD, Lo AC, Lu M, Navitsky M, Collins EC, Sims JR, Brooks DA, Mintun MA. TRAILBLAZER‐ALZ Study: Dynamics of amyloid reduction after donanemab treatment. Alzheimers Dement 2021. [DOI: 10.1002/alz.057492] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
| | | | | | | | - Ming Lu
- Avid Radiopharmaceuticals Philadelphia PA USA
| | | | - Emily C Collins
- Eli Lilly and Company Indianapolis IN USA
- Avid Radiopharmaceuticals Philadelphia PA USA
| | | | | | - Mark A Mintun
- Eli Lilly and Company Indianapolis IN USA
- Avid Radiopharmaceuticals Philadelphia PA USA
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Devous MD, Fleisher AS, Pontecorvo MJ, Lu M, Siderowf A, Navitsky M, Kennedy I, Southekal S, Harris TS, Mintun MA. Relationships Between Cognition and Neuropathological Tau in Alzheimer's Disease Assessed by 18F Flortaucipir PET. J Alzheimers Dis 2021; 80:1091-1104. [PMID: 33682705 DOI: 10.3233/jad-200808] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Tau neurofibrillary tangle burden increases with Alzheimer's disease (AD) stage and correlates with degree of cognitive impairment. Tau PET imaging could facilitate understanding the relationship between tau pathology and cognitive impairment. OBJECTIVE Evaluate the relationship between 18F flortaucipir uptake patterns and cognition across multiple cognitive domains. METHODS We acquired flortaucipir PET scans in 84 amyloid-positive control, mild cognitive impairment (MCI), and AD subjects. Flortaucipir standardized uptake value ratio (SUVr) values were obtained from a neocortical volume of interest (VOI), a precuneus VOI, and VOIs defined by the correlation between flortaucipir SUVr images and domain-specific cognitive tests. Cognitive assessments included Mini-Mental State Exam (MMSE), Alzheimer's Disease Assessment Scale-Cognitive Subscale (ADAS-cog), and a neuropsychological test battery (i.e., Wechsler Memory Scale-Revised Logical Memory (WMS-R), Trail Making Test, Boston Naming Test, Digit Symbol Substitution Test, Animal List Generation, WMS-R Digit Span, American National Adult Reading Test, Clock Drawing Test, Judgment of Line Orientation, and WMS-R Logical Memory II (Delayed Recall)) and the Functional Activities Questionnaire (FAQ). Correlation analyses compared regional and voxel-wise VOIs to cognitive scores. RESULTS Subjects included 5 controls, 47 MCI, and 32 AD subjects. Significant correlations were seen between both flortaucipir and florbetapir SUVrs and MMSE, ADAS-Cog, and FAQ. Cognitive impairment was associated with increased flortaucipir uptake in regionally specific patterns consistent with the neuroanatomy underlying specific cognitive tests. CONCLUSION Flortaucipir SUVr values demonstrated significant inverse correlations with cognitive scores in domain-specific patterns. Findings support the hypothesis that PET imaging of neuropathologic tau deposits may reflect underlying neurodegeneration in AD.
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Affiliation(s)
| | | | | | - Ming Lu
- Avid Radiopharmaceuticals, Inc., Philadelphia, PA, USA
| | - Andrew Siderowf
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Ian Kennedy
- Avid Radiopharmaceuticals, Inc., Philadelphia, PA, USA
| | | | | | - Mark A Mintun
- Avid Radiopharmaceuticals, Inc., Philadelphia, PA, USA
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Fleisher AS, Pontecorvo MJ, Devous MD, Lu M, Arora AK, Truocchio SP, Aldea P, Flitter M, Locascio T, Devine M, Siderowf A, Beach TG, Montine TJ, Serrano GE, Curtis C, Perrin A, Salloway S, Daniel M, Wellman C, Joshi AD, Irwin DJ, Lowe VJ, Seeley WW, Ikonomovic MD, Masdeu JC, Kennedy I, Harris T, Navitsky M, Southekal S, Mintun MA. Positron Emission Tomography Imaging With [18F]flortaucipir and Postmortem Assessment of Alzheimer Disease Neuropathologic Changes. JAMA Neurol 2020; 77:829-839. [PMID: 32338734 PMCID: PMC7186920 DOI: 10.1001/jamaneurol.2020.0528] [Citation(s) in RCA: 216] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 01/10/2020] [Indexed: 01/05/2023]
Abstract
Importance Positron emission tomography (PET) may increase the diagnostic accuracy and confirm the underlying neuropathologic changes of Alzheimer disease (AD). Objective To determine the accuracy of antemortem [18F]flortaucipir PET images for predicting the presence of AD-type tau pathology at autopsy. Design, Setting, and Participants This diagnostic study (A16 primary cohort) was conducted from October 2015 to June 2018 at 28 study sites (27 in US sites and 1 in Australia). Individuals with a terminal illness who were older than 50 years and had a projected life expectancy of less than 6 months were enrolled. All participants underwent [18F]flortaucipir PET imaging, and scans were interpreted by 5 independent nuclear medicine physicians or radiologists. Supplemental autopsy [18F]flortaucipir images and pathological samples were also collected from 16 historically collected cases. A second study (FR01 validation study) was conducted from March 26 to April 26, 2019, in which 5 new readers assessed the original PET images for comparison to autopsy. Main Outcomes and Measures [18F]flortaucipir PET images were visually assessed and compared with immunohistochemical tau pathology. An AD tau pattern of flortaucipir retention was assessed for correspondence with a postmortem B3-level (Braak stage V or VI) pathological pattern of tau accumulation and to the presence of amyloid-β plaques sufficient to meet the criteria for high levels of AD neuropathological change. Success was defined as having at least 3 of the 5 readers above the lower bounds of the 95% CI for both sensitivity and specificity of 50% or greater. Results A total of 156 patients were enrolled in the A16 study and underwent [18F]flortaucipir PET imaging. Of these, 73 died during the study, and valid autopsies were performed for 67 of these patients. Three autopsies were evaluated as test cases and removed from the primary cohort (n = 64). Of the 64 primary cohort patients, 34 (53%) were women and 62 (97%) were white; mean (SD) age was 82.5 (9.6) years; and 49 (77%) had dementia, 1 (2%) had mild cognitive impairment, and 14 (22%) had normal cognition. Prespecified success criteria were met for the A16 primary cohort. The flortaucipir PET scans predicted a B3 level of tau pathology, with sensitivity ranging from 92.3% (95% CI, 79.7%-97.3%) to 100.0% (95% CI, 91.0%-100.0%) and specificity ranging from 52.0% (95% CI, 33.5%-70.0%) to 92.0% (95% CI, 75.0%-97.8%). A high level of AD neuropathological change was predicted with sensitivity of 94.7% (95% CI, 82.7%-98.5%) to 100.0% (95% CI, 90.8%-100.0%) and specificity of 50.0% (95% CI, 32.1%-67.9%) to 92.3% (95% CI, 75.9%-97.9%). The FR01 validation study also met prespecified success criteria. Addition of the supplemental autopsy data set and 3 test cases, which comprised a total of 82 patients and autopsies for both the A16 and FR01 studies, resulted in improved specificity and comparable overall accuracy. Among the 156 enrolled participants, 14 (9%) experienced at least 1 treatment-emergent adverse event. Conclusions and Relevance This study's findings suggest that PET imaging with [18F]flortaucipir could be used to identify the density and distribution of AD-type tau pathology and the presence of high levels of AD neuropathological change, supporting a neuropathological diagnosis of AD.
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Affiliation(s)
| | | | | | - Ming Lu
- Avid Radiopharmaceuticals, Philadelphia, Pennsylvania
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Joseph C. Masdeu
- Houston Methodist Institute for Academic Medicine, Houston, Texas
| | - Ian Kennedy
- Avid Radiopharmaceuticals, Philadelphia, Pennsylvania
| | - Thomas Harris
- Avid Radiopharmaceuticals, Philadelphia, Pennsylvania
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Pontecorvo MJ, Keene CD, Beach TG, Montine TJ, Arora AK, Devous MD, Navitsky M, Kennedy I, Joshi AD, Lu M, Serrano GE, Sue LI, Intorcia AJ, Rose SE, Wilson A, Hellstern L, Coleman N, Flitter M, Aldea P, Fleisher AS, Mintun MA, Siderowf A. Comparison of regional flortaucipir PET with quantitative tau immunohistochemistry in three subjects with Alzheimer's disease pathology: a clinicopathological study. EJNMMI Res 2020; 10:65. [PMID: 32542468 PMCID: PMC7295920 DOI: 10.1186/s13550-020-00653-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 06/03/2020] [Indexed: 01/16/2023] Open
Abstract
Background The objective of this study was to make a quantitative comparison of flortaucipir PET retention with pathological tau and β-amyloid across a range of brain regions at autopsy. Methods Patients with dementia (two with clinical diagnosis of AD, one undetermined), nearing the end of life, underwent 20-min PET, beginning 80 min after an injection of ~370 mBq flortaucipir [18F]. Neocortical, basal ganglia, and limbic tissue samples were obtained bilaterally from 19 regions at autopsy and subject-specific PET regions of interest corresponding to the 19 sampled target tissue regions in each hemisphere were hand drawn on the PET images. SUVr values were calculated for each region using a cerebellar reference region. Abnormally phosphorylated tau (Ptau) and amyloid-β (Aβ) tissue concentrations were measured for each tissue region with an antibody capture assay (Histelide) using AT8 and H31L21 antibodies respectively. Results The imaging-to-autopsy interval ranged from 4–29 days. All three subjects had intermediate to high levels of AD neuropathologic change at autopsy. Mean cortical SUVr averaged across all three subjects correlated significantly with the Ptau immunoassay (Pearson r = 0.81; p < 0.0001). When Ptau and Aβ1-42 were both included in the model, the Ptau correlation with flortaucipir SUVr was preserved but there was no correlation of Aβ1-42 with flortaucipir. There was also a modest correlation between limbic (hippocampal/entorhinal and amygdala) flortaucipir SUVr and Ptau (Pearson r = 0.52; p < 0.080). There was no significant correlation between SUVr and Ptau in basal ganglia. Conclusions The results of this pilot study support a quantitative relationship between cortical flortaucipir SUVr values and quantitative measures of Ptau at autopsy. Additional research including more cases is needed to confirm the generalizability of these results. Trial registration, NIH Clinicaltrials.gov NCT # 02516046. Registered August 27, 2015. https://clinicaltrials.gov/ct2/show/NCT02516046?term=02516046&draw=2&rank=1
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Affiliation(s)
- Michael J Pontecorvo
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA.
| | - C Dirk Keene
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Thomas G Beach
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Phoenix, AZ, USA
| | | | - Anupa K Arora
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Michael D Devous
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Michael Navitsky
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Ian Kennedy
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Abhinay D Joshi
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA.,Present Address: Medpace Holdings, Inc., Cincinnati, Ohio, USA
| | - Ming Lu
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Geidy E Serrano
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Phoenix, AZ, USA
| | - Lucia I Sue
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Phoenix, AZ, USA
| | - Anthony J Intorcia
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Phoenix, AZ, USA
| | - Shannon E Rose
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Angela Wilson
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Leanne Hellstern
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Natalie Coleman
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Matthew Flitter
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Patricia Aldea
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Adam S Fleisher
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Mark A Mintun
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA
| | - Andrew Siderowf
- Avid Radiopharmaceuticals, 3711 Market St., 7th floor, Philadelphia, PA, 19104, USA.,Present Address: Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
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Pontecorvo MJ, Devous MD, Kennedy I, Navitsky M, Lu M, Galante N, Salloway S, Doraiswamy PM, Southekal S, Arora AK, McGeehan A, Lim NC, Xiong H, Truocchio SP, Joshi AD, Shcherbinin S, Teske B, Fleisher AS, Mintun MA. A multicentre longitudinal study of flortaucipir (18F) in normal ageing, mild cognitive impairment and Alzheimer's disease dementia. Brain 2020; 142:1723-1735. [PMID: 31009046 PMCID: PMC6536847 DOI: 10.1093/brain/awz090] [Citation(s) in RCA: 129] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 01/11/2019] [Accepted: 02/06/2019] [Indexed: 01/20/2023] Open
Abstract
The advent of tau-targeted PET tracers such as flortaucipir (18F) (flortaucipir, also known as 18F-AV-1451 or 18F-T807) have made it possible to investigate the sequence of development of tau in relationship to age, amyloid-β, and to the development of cognitive impairment due to Alzheimer's disease. Here we report a multicentre longitudinal evaluation of the relationships between baseline tau, tau change and cognitive change, using flortaucipir PET imaging. A total of 202 participants 50 years old or older, including 57 cognitively normal subjects, 97 clinically defined mild cognitive impairment and 48 possible or probable Alzheimer's disease dementia patients, received flortaucipir PET scans of 20 min in duration beginning 80 min after intravenous administration of 370 MBq flortaucipir (18F). On separate days, subjects also received florbetapir amyloid PET imaging, and underwent a neuropsychological test battery. Follow-up flortaucipir scans and neuropsychological battery assessments were also performed at 9 and 18 months. Fifty-five amyloid-β+ and 90 amyloid-β- subjects completed the baseline and 18-month study visits and had valid quantifiable flortaucipir scans at both time points. There was a statistically significant increase in the global estimate of cortical tau burden as measured by standardized uptake value ratio (SUVr) from baseline to 18 months in amyloid-β+ but not amyloid-β- subjects (least squared mean change in flortaucipir SUVr : 0.0524 ± 0.0085, P < 0.0001 and 0.0007 ± 0.0024 P = 0.7850, respectively), and a significant association between magnitude of SUVr increase and baseline tau burden. Voxel-wise evaluations further suggested that the regional pattern of change in flortaucipir PET SUVr over the 18-month study period (i.e. which regions exhibited the greatest change) also varied as a function of baseline global estimate of tau burden. In subjects with lower global SUVr, temporal lobe regions showed the greatest flortaucipir retention, whereas in subjects with higher baseline SUVr, parietal and frontal regions were increasingly affected. Finally, baseline flortaucipir and change in flortaucipir SUVr were both significantly (P < 0.0001) associated with changes in cognitive performance. Taken together, these results provide a preliminary characterization of the longitudinal spread of tau in Alzheimer's disease and suggest that the amount and location of tau may have implications both for the spread of tau and the cognitive deterioration that may occur over an 18-month period.
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Affiliation(s)
| | | | - Ian Kennedy
- Avid Radiopharmaceuticals, Philadelphia, PA, USA
| | | | - Ming Lu
- Avid Radiopharmaceuticals, Philadelphia, PA, USA
| | | | | | | | | | | | | | | | - Hui Xiong
- Avid Radiopharmaceuticals, Philadelphia, PA, USA
| | | | | | | | | | | | - Mark A Mintun
- Avid Radiopharmaceuticals, Philadelphia, PA, USA.,Eli Lilly and Company, Indianapolis IN, USA
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Charil A, Schwarz AJ, Southekal S, Kotari V, Navitsky M, Kennedy I, Lu M, Shcherbinin S, Mintun MA, Devous MD, Pontecorvo MJ. P3-322: RELATIONSHIPS BETWEEN FLORTAUCIPIR TAU BINDING AND REGIONAL BRAIN ATROPHY IN AMYLOID POSITIVE SUBJECTS ACROSS THE ALZHEIMER'S DISEASE SPECTRUM. Alzheimers Dement 2019. [DOI: 10.1016/j.jalz.2019.06.3354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
| | | | | | | | | | - Ian Kennedy
- Avid Radiopharmaceuticals; Philadelphia PA USA
| | - Ming Lu
- Avid Radiopharmaceuticals; Philadelphia PA USA
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8
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Navitsky M, Kotari V, Southekal S, Kennedy I, Harris T, Lu M, Mintun MA, Fleisher AS, Pontecorvo MJ, Devous MD. O3-02-03: ASSOCIATION BETWEEN APOE ISOFORM AND 18-MONTH TAU ACCUMULATION. Alzheimers Dement 2019. [DOI: 10.1016/j.jalz.2019.06.4632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
| | | | | | - Ian Kennedy
- Avid Radiopharmaceuticals; Philadelphia PA USA
| | | | - Ming Lu
- Avid Radiopharmaceuticals; Philadelphia PA USA
| | - Mark A. Mintun
- Avid Radiopharmaceuticals; Philadelphia PA USA
- Eli Lilly and Company; Indianapolis IN USA
| | - Adam S. Fleisher
- Avid Radiopharmaceuticals; Philadelphia PA USA
- Eli Lilly and Company; Indianapolis IN USA
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Southekal S, Kotari V, Devous MD, Navitsky M, Kennedy I, Beach TG, Montine TJ, Arora A, Flitter ML, Fleisher AS, Pontecorvo MJ, Mintun MA. DT-01-05: TEMPORAL LOBE QUANTITATION OF FLORTAUCIPIR PET IMAGES MAY IMPROVE DETECTION OF INTERMEDIATE NEUROFIBRILLARY TANGLE PATHOLOGY IN AUTOPSY-VALIDATED CASES. Alzheimers Dement 2019. [DOI: 10.1016/j.jalz.2019.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
| | | | | | | | - Ian Kennedy
- Avid Radiopharmaceuticals; Philadelphia PA USA
| | | | | | - Anupa Arora
- Avid Radiopharmaceuticals; Philadelphia PA USA
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Kotari V, Navitsky M, Southekal S, Kennedy I, Harris T, Lu M, Mintun MA, Fleisher AS, Pontecorvo MJ, Devous MD. O5‐01‐06: EARLY TAU DETECTION AND IMPLICATIONS FOR DISEASE PROGRESSION. Alzheimers Dement 2019. [DOI: 10.1016/j.jalz.2019.06.4839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
| | | | | | - Ian Kennedy
- Avid Radiopharmaceuticals Philadelphia PA USA
| | | | - Ming Lu
- Avid Radiopharmaceuticals Philadelphia PA USA
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Charil A, Schwarz AJ, Southekal S, Kotari V, Navitsky M, Kennedy I, Lu M, Shcherbinin S, Mintun MA, Devous MD, Pontecorvo MJ. IC-P-162: RELATIONSHIPS BETWEEN FLORTAUCIPIR TAU BINDING AND REGIONAL BRAIN ATROPHY IN AMYLOID POSITIVE SUBJECTS ACROSS THE ALZHEIMER'S DISEASE SPECTRUM. Alzheimers Dement 2019. [DOI: 10.1016/j.jalz.2019.06.4277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
| | | | | | | | | | - Ian Kennedy
- Avid Radiopharmaceuticals; Philadelphia PA USA
| | - Ming Lu
- Avid Radiopharmaceuticals; Philadelphia PA USA
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Stern RA, Adler CH, Chen K, Navitsky M, Luo J, Dodick DW, Alosco ML, Tripodis Y, Goradia DD, Martin B, Mastroeni D, Fritts NG, Jarnagin J, Devous MD, Mintun MA, Pontecorvo MJ, Shenton ME, Reiman EM. Tau Positron-Emission Tomography in Former National Football League Players. N Engl J Med 2019; 380:1716-1725. [PMID: 30969506 PMCID: PMC6636818 DOI: 10.1056/nejmoa1900757] [Citation(s) in RCA: 128] [Impact Index Per Article: 25.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Chronic traumatic encephalopathy (CTE) is a neurodegenerative disease that has been associated with a history of repetitive head impacts. The neuropathological diagnosis is based on a specific pattern of tau deposition with minimal amyloid-beta deposition that differs from other disorders, including Alzheimer's disease. The feasibility of detecting tau and amyloid deposition in the brains of living persons at risk for CTE has not been well studied. METHODS We used flortaucipir positron-emission tomography (PET) and florbetapir PET to measure deposition of tau and amyloid-beta, respectively, in the brains of former National Football League (NFL) players with cognitive and neuropsychiatric symptoms and in asymptomatic men with no history of traumatic brain injury. Automated image-analysis algorithms were used to compare the regional tau standardized uptake value ratio (SUVR, the ratio of radioactivity in a cerebral region to that in the cerebellum as a reference) between the two groups and to explore the associations of SUVR with symptom severity and with years of football play in the former-player group. RESULTS A total of 26 former players and 31 controls were included in the analysis. The mean flortaucipir SUVR was higher among former players than among controls in three regions of the brain: bilateral superior frontal (1.09 vs. 0.98; adjusted mean difference, 0.13; 95% confidence interval [CI], 0.06 to 0.20; P<0.001), bilateral medial temporal (1.23 vs. 1.12; adjusted mean difference, 0.13; 95% CI, 0.05 to 0.21; P<0.001), and left parietal (1.12 vs. 1.01; adjusted mean difference, 0.12; 95% CI, 0.05 to 0.20; P = 0.002). In exploratory analyses, the correlation coefficients in these three regions between the SUVRs and years of play were 0.58 (95% CI, 0.25 to 0.79), 0.45 (95% CI, 0.07 to 0.71), and 0.50 (95% CI, 0.14 to 0.74), respectively. There was no association between tau deposition and scores on cognitive and neuropsychiatric tests. Only one former player had levels of amyloid-beta deposition similar to those in persons with Alzheimer's disease. CONCLUSIONS A group of living former NFL players with cognitive and neuropsychiatric symptoms had higher tau levels measured by PET than controls in brain regions that are affected by CTE and did not have elevated amyloid-beta levels. Further studies are needed to determine whether elevated CTE-associated tau can be detected in individual persons. (Funded by Avid Radiopharmaceuticals and others.).
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Affiliation(s)
- Robert A Stern
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Charles H Adler
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Kewei Chen
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Michael Navitsky
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Ji Luo
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - David W Dodick
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Michael L Alosco
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Yorghos Tripodis
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Dhruman D Goradia
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Brett Martin
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Diego Mastroeni
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Nathan G Fritts
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Johnny Jarnagin
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Michael D Devous
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Mark A Mintun
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Michael J Pontecorvo
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Martha E Shenton
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
| | - Eric M Reiman
- From the Boston University School of Medicine (R.A.S., M.L.A., N.G.F., J.J.), Boston University School of Public Health (Y.T., B.M.), Brigham and Women's Hospital (M.E.S.), Harvard Medical School (M.E.S.), and the Veterans Affairs Boston Healthcare System (M.E.S.) - all in Boston; Mayo Clinic Arizona, Scottsdale (C.H.A., D.W.D.), Banner Alzheimer's Institute, Phoenix (K.C., J.L., D.D.G., E.M.R.), and Arizona State University, Tempe (D.M.) - all in Arizona; and Avid Radiopharmaceuticals, Philadelphia (M.N., M.D.D., M.A.M., M.J.P.)
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Navitsky M, Joshi AD, Kennedy I, Klunk WE, Rowe CC, Wong DF, Pontecorvo MJ, Mintun MA, Devous MD. Standardization of amyloid quantitation with florbetapir standardized uptake value ratios to the Centiloid scale. Alzheimers Dement 2018; 14:1565-1571. [PMID: 30006100 DOI: 10.1016/j.jalz.2018.06.1353] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 05/17/2018] [Accepted: 06/03/2018] [Indexed: 10/28/2022]
Abstract
INTRODUCTION Klunk et al. recently proposed a means of standardizing quantitation of amyloid burden from positron emission tomography scans to a common Centiloid scale, and we have applied that method to florbetapir. METHODS Florbetapir and Pittsburgh compound B scans were acquired for 46 mixed clinical presentation subjects within 18 ± 20 days. Florbetapir and Pittsburgh compound B cortical standardized uptake value ratio (SUVr) values were well correlated for both standard Centiloid (R2 = 0.894) and Avid (R2 = 0.901) volume of interests (VOIs). The methods of Klunk et al. were applied to establish a conversion first from florbetapir SUVr values obtained using standard Centiloid VOIs to Centiloids and then from Avid VOIs (Joshi et al.) to Centiloids. RESULTS The equation for conversion of florbetapir SUVr from Avid VOIs to the Centiloid scale was as follows: Florbetapir Centiloids = 183 × SUVrAvid - 177. The threshold that discriminated neuropathologically verified none or sparse versus moderate to frequent plaques in autopsy-confirmed data is 24.1 Centiloids. DISCUSSION These findings may allow improved tracer-independent amyloid quantitation.
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Affiliation(s)
| | | | - Ian Kennedy
- Avid Radiopharmaceuticals, Philadelphia, PA, USA
| | - William E Klunk
- Departments of Neurology and Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Christopher C Rowe
- Department of Molecular Imaging and Therapy, Austin Health and Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Dean F Wong
- Radiology, Psychiatry, Neuroscience, Neurology, Environmental Health Sciences, and Carey Business School, Johns Hopkins University, Section of High Resolution Brain PET Imaging, Division of Nuclear Medicine, Baltimore, MD, USA
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14
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Devous MD, Joshi AD, Navitsky M, Southekal S, Pontecorvo MJ, Shen H, Lu M, Shankle WR, Seibyl JP, Marek K, Mintun MA. Test-Retest Reproducibility for the Tau PET Imaging Agent Flortaucipir F 18. J Nucl Med 2017; 59:937-943. [PMID: 29284675 DOI: 10.2967/jnumed.117.200691] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 11/08/2017] [Indexed: 01/16/2023] Open
Abstract
Alzheimer disease (AD) is characterized by β-amyloid (Aβ) plaques and tau neurofibrillary tangles. There are several PET imaging biomarkers for Aβ including 11C-PiB and 18F-florbetapir. Recently, PET tracers for tau neurofibrillary tangles have become available and have shown utility in detection and monitoring of neurofibrillary pathology over time. Flortaucipir F 18 is one such tracer. Initial clinical studies indicated greater tau binding in AD and mild cognitive impairment patients than in controls in a pattern consistent with tau pathology observed at autopsy. However, little is known about the reproducibility of such findings. To our knowledge, this study reports the first data regarding test-retest reproducibility of flortaucipir F 18 PET. Methods: Twenty-one subjects who completed the study (5 healthy controls, 6 mild cognitive impairment, and 10 AD) received 370 MBq of flortaucipir F 18 and were imaged for 20 min beginning 80 min after injection and again at 110 min after injection. Follow-up (retest) imaging occurred between 48 h and 4 wk after initial imaging. Images were spatially normalized to Montreal Neurological Institute template space. SUVRs were calculated using AAL (Automated Anatomical Labeling atlas) volumes of interest (VOIs) for parietal, temporal, occipital, anterior, and posterior hippocampal, parahippocampal, and fusiform regions, as well as a posterior neocortical VOI composed of average values from parietal, temporal, and occipital areas. Further, a VOI derived by discriminant analysis that maximally separated diagnostic groups (multiblock barycentric discriminant analysis [MUBADA]) was used. All VOIs were referenced to a subsection of cerebellar gray matter (cere-crus) as well as a parametrically derived white matter-based reference region (parametric estimate of reference signal intensity [PERSI]). t test, correlation analyses, and intraclass correlation coefficient were used to explore test-retest performance. Results: Test-retest analyses demonstrated low variability in flortaucipir F 18 SUVR. The SD of mean percentage change between test and retest using the PERSI reference region was 2.22% for a large posterior neocortical VOI, 1.84% for MUBADA, 1.46% for frontal, 1.98% for temporal, 2.28% for parietal, and 3.27% for occipital VOIs. Further, significant correlations (R2 > 0.85; P < 0.001) were observed for all regions, and intraclass correlation coefficient values (test-retest consistency) were greater than 0.92 for all regions. Conclusion: Significant test-retest reproducibility for flortaucipir F 18 was found across neocortical and mesial temporal lobe structures. These preliminary data suggest that flortaucipir F 18 tau imaging could be used to examine changes in tau burden over time.
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Affiliation(s)
- Michael D Devous
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
| | - Abhinay D Joshi
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
| | - Michael Navitsky
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
| | - Sudeepti Southekal
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
| | - Michael J Pontecorvo
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
| | - Haiqing Shen
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
| | - Ming Lu
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
| | - William R Shankle
- Shankle Clinic Memory and Cognitive Disorders Program, Hoag Neurosciences Institute, Newport Beach, California; and
| | | | - Ken Marek
- Molecular NeuroImaging, New Haven, Connecticut
| | - Mark A Mintun
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia, Pennsylvania
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15
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Southekal S, Devous MD, Kennedy I, Navitsky M, Lu M, Joshi AD, Pontecorvo MJ, Mintun MA. Flortaucipir F 18 Quantitation Using Parametric Estimation of Reference Signal Intensity. J Nucl Med 2017; 59:944-951. [PMID: 29191858 DOI: 10.2967/jnumed.117.200006] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 11/03/2017] [Indexed: 11/16/2022] Open
Abstract
PET imaging of tau pathology in Alzheimer disease may benefit from the use of white matter reference regions. These regions have shown reduced variability compared with conventional cerebellar regions in amyloid imaging. However, they are susceptible to contamination from partial-volume blurring of tracer uptake in the cortex. We present a new technique, PERSI (Parametric Estimation of Reference Signal Intensity), for flortaucipir F 18 count normalization that leverages the advantages of white matter reference regions while mitigating potential partial-volume effects. Methods: Subjects with a clinical diagnosis of Alzheimer disease, mild cognitive impairment, or normal cognition underwent T1-weighted MRI and florbetapir imaging (to determine amyloid [Aβ] status) at screening and flortaucipir F 18 imaging at single or multiple time points. Flortaucipir F 18 images, acquired as 4 × 5 min frames 80 min after a 370-MBq injection, were motion-corrected, averaged, and transformed to Montreal Neurological Institute (MNI) space. The PERSI reference region was calculated for each scan by fitting a bimodal gaussian distribution to the voxel-intensity histogram within an atlas-based white matter region and using the center and width of the lower-intensity peak to identify the voxel intensities to be included. Four conventional reference regions were also evaluated: whole cerebellum, cerebellar gray matter, atlas-based white matter, and subject-specific white matter. SUVr (standardized uptake value ratio) was calculated for a statistically defined neocortical volume of interest. Performance was evaluated with respect to test-retest variability in a phase 2 study of 21 subjects (5-34 d between scans). Baseline variability in controls (SD of SUVr and ΔSUVr) and effect sizes for group differences (Cohen d; Aβ-positive impaired vs. Aβ-negative normal) were evaluated in another phase 2 study with cross-sectional data (n = 215) and longitudinal data (n = 142/215; 18 ± 2 mo between scans). Results: PERSI showed superior test-retest reproducibility (1.84%) and group separation ability (cross-sectional Cohen d = 9.45; longitudinal Cohen d = 2.34) compared with other reference regions. Baseline SUVr variability and ΔSUVr were minimal in Aβ control subjects with no specific flortaucipir F 18 uptake (SUVr, 1.0 ± 0.04; ΔSUVr, 0.0 ± 0.02). Conclusion: PERSI reduced variability while enhancing discrimination between diagnostic cohorts. Such improvements could lead to more accurate disease staging and robust measurements of changes in tau burden over time for the evaluation of putative therapies.
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Affiliation(s)
- Sudeepti Southekal
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
| | - Michael D Devous
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
| | - Ian Kennedy
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
| | - Michael Navitsky
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
| | - Ming Lu
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
| | - Abhinay D Joshi
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
| | - Michael J Pontecorvo
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
| | - Mark A Mintun
- Avid Radiopharmaceuticals, Inc. (a wholly owned subsidiary of Eli Lilly and Company), Philadelphia Pennsylvania
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16
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Pontecorvo MJ, Devous MD, Navitsky M, Lu M, Salloway S, Schaerf FW, Jennings D, Arora AK, McGeehan A, Lim NC, Xiong H, Joshi AD, Siderowf A, Mintun MA. Relationships between flortaucipir PET tau binding and amyloid burden, clinical diagnosis, age and cognition. Brain 2017; 140:748-763. [PMID: 28077397 PMCID: PMC5382945 DOI: 10.1093/brain/aww334] [Citation(s) in RCA: 172] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 11/03/2016] [Indexed: 01/21/2023] Open
Abstract
The advent of tau-targeted positron emission tomography tracers such as flortaucipir (18F-AV-1451, also known as 18F-T807) have made it possible to investigate the sequence of development of tau and amyloid-β in relationship to age, and to the development of cognitive impairment due to Alzheimer's disease. In this study, flortaucipir tau and florbetapir amyloid positron emission tomography were obtained for 217 subjects including 16 young and 58 older cognitively normal subjects, 95 subjects with mild cognitive impairment (Mini-Mental State Examination 24-30) and 48 subjects with clinically-defined possible or probable Alzheimer's disease (Mini-Mental State Examination >10). Images were evaluated visually and quantitatively by regional and voxel-based cortical to cerebellar standard uptake value ratios. For amyloid positron emission tomography positive (Aβ+) subjects, flortaucipir neocortical standard uptake value ratio was significantly higher with more advanced clinical stage (Alzheimer's disease > mild cognitive impairment > older cognitively normal) and was significantly elevated for Aβ+ mild cognitive impairment and Alzheimer's disease subjects relative to the respective Aβ- subjects. In contrast, florbetapir Aβ- older cognitively normal subjects showed an increase in flortaucipir standard uptake value ratios in mesial temporal lobe regions (amygdala, hippocampus/choroid plexus region of interest) compared to younger cognitively normal subjects, but no increased standard uptake value ratios in neocortical regions. Analysis of covariance with planned contrasts showed no differences in regional or composite posterior neocortical flortaucipir standard uptake value ratio as a function of diagnostic group among Aβ- older cognitively normal or clinically diagnosed Alzheimer's disease or mild cognitive impairment subjects. The pattern of flortaucipir distribution among Aβ+ subjects was reminiscent of the cross-sectional distribution of tau reported in post-mortem pathology studies, in that the most commonly affected regions were the inferior and lateral temporal lobes, the same regions where the first signs of increased retention appeared in Aβ+ cognitively normal subjects. However, there was large variability in extent/density of flortaucipir tau binding among Aβ+ subjects. Although high neocortical flortaucipir retention was consistently associated with an Aβ+ florbetapir positron emission tomography scan, not all Aβ+ subjects had elevated flortaucipir standard uptake value ratios. Finally, within the Aβ+ group, increasing levels of flortaucipir tau binding were associated with increased cognitive impairment, as assessed by Mini-Mental State Examination and Alzheimer's Disease Assessment Scale. These results suggest development of tau beyond the mesial temporal lobe is associated with, and may be dependent on, amyloid accumulation. Further, the results are consistent with the hypothesis that cortical tau is associated with cognitive impairment.
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Affiliation(s)
| | | | | | - Ming Lu
- Avid Radiopharmaceuticals, Philadelphia, PA 19104, USA
| | | | - Frederick W Schaerf
- Neuropsychiatric Research Center of Southwest Florida, Fort Myers, FL 33912, USA
| | | | - Anupa K Arora
- Avid Radiopharmaceuticals, Philadelphia, PA 19104, USA
| | - Anne McGeehan
- Avid Radiopharmaceuticals, Philadelphia, PA 19104, USA
| | | | - Hui Xiong
- Avid Radiopharmaceuticals, Philadelphia, PA 19104, USA
| | | | | | - Mark A Mintun
- Avid Radiopharmaceuticals, Philadelphia, PA 19104, USA
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17
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Navitsky M, Joshi AD, Devous MD, Pontecorvo MJ, Lu M, Klunk WE, Rowe CC, Wong DF, Mintun MA. P3‐242: Conversion of Amyloid Quantitation with Florbetapir SUVR to the Centiloid Scale. Alzheimers Dement 2016. [DOI: 10.1016/j.jalz.2016.06.1904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
| | | | | | | | - Ming Lu
- Avid RadiopharmaceuticalsPhiladelphiaPA USA
| | | | | | - Dean F. Wong
- Johns Hopkins University School of MedicineBaltimoreMD USA
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Navitsky M, Joshi AD, Devous MD, Pontecorvo MJ, Lu M, Klunk WE, Rowe CC, Wong DF, Mintun MA. IC‐P‐022: Conversion of Amyloid Quantitation With Florbetapir Suvr to The Centiloid Scale. Alzheimers Dement 2016. [DOI: 10.1016/j.jalz.2016.06.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
| | | | | | | | - Ming Lu
- Avid RadiopharmaceuticalsPhiladelphiaPA USA
| | | | | | - Dean F. Wong
- Johns Hopkins University School of MedicineBaltimoreMD USA
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19
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Mintun MA, Devous MD, Joshi AD, Kennedy I, Navitsky M, Southekal S, Lu M, Siderowf A, Pontecorvo MJ. O4‐07‐01: Evolution of [
18
F]Av‐1451 Pet Tau Signal: Interim Analysis of an 18‐Month Phase 2 Study. Alzheimers Dement 2016. [DOI: 10.1016/j.jalz.2016.06.643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
| | | | | | | | | | | | - Ming Lu
- Avid RadiopharmaceuticalsPhiladelphiaPA USA
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20
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Shcherbinin S, Brittain CF, Devous MD, Joshi AD, Navitsky M, Lin Q, Lu M, Mintun MA, Schwarz AJ. IC‐P‐194: Image Patterns and Clinical Phenotypes Associated with Fastest Increase of TAU Burden Measured by Longitudinal [18F]‐Av‐1451 (T807) PET Studies. Alzheimers Dement 2016. [DOI: 10.1016/j.jalz.2016.06.225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
| | | | | | | | | | - Qun Lin
- Eli Lilly and CompanyIndianapolisIN USA
| | - Ming Lu
- Avid RadiopharmaceuticalsPhiladelphiaPA USA
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21
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Devous MD, Navitsky M, Siderowf A, Kennedy I, Joshi AD, Southekal S, Lu M, Pontecorvo MJ, Mintun MA. O4‐02‐05: The Relationship of [18F]Av‐1451 Pet Tau Images to Changes in Cognition Over Time. Alzheimers Dement 2016. [DOI: 10.1016/j.jalz.2016.06.616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
| | | | | | | | | | | | - Ming Lu
- Avid RadiopharmaceuticalsPhiladelphiaPA USA
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22
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Shcherbinin S, Schwarz AJ, Joshi A, Navitsky M, Flitter M, Shankle WR, Devous MD, Mintun MA. Kinetics of the Tau PET Tracer 18F-AV-1451 (T807) in Subjects with Normal Cognitive Function, Mild Cognitive Impairment, and Alzheimer Disease. J Nucl Med 2016; 57:1535-1542. [PMID: 27151986 DOI: 10.2967/jnumed.115.170027] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Accepted: 04/04/2016] [Indexed: 11/16/2022] Open
Abstract
We report kinetic modeling results of dynamic acquisition data from 0 to 100 min after injection with the tau PET tracer 18F-AV-1451 in 19 subjects. METHODS Subjects were clinically diagnosed as 4 young cognitively normal, 5 old cognitively normal, 5 mild cognitive impairment, and 5 Alzheimer disease (AD). Kinetic modeling was performed using Logan graphical analysis with the cerebellum crus as a reference region. Voxelwise binding potential ([Formula: see text]) and SUV ratio ([Formula: see text]) images were compared. RESULTS In AD subjects, slower and spatially nonuniform clearance from cortical regions was observed as compared with the controls, which led to focal uptake and elevated retention in the imaging data from 80 to 100 min after injection. BP from the dynamic data from 0 to 100 min correlated strongly (R2 > 0.86) with corresponding regional [Formula: see text] values. In the putamen, the observed kinetics (positive [Formula: see text] at the tracer delivery stage and plateauing time-SUVR curves for all diagnostic categories) may suggest either additional off-target binding or a second binding site with different kinetics. CONCLUSION The kinetics of the 18F-AV-1451 tracer in cortical areas, as examined in this small group of subjects, differed by diagnostic stage. A delayed 80- to 100-min scan provided a reasonable substitute for a dynamic 0- to 100-min acquisition for cortical regions although other windows (e.g., 75-105 min) may be useful to evaluate.
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Affiliation(s)
| | | | - Abhinay Joshi
- Avid Radiopharmaceuticals, Inc., Philadelphia, Pennsylvania
| | | | | | - William R Shankle
- Shankle Clinic and Cognitive Disorders Program, Hoag Neurosciences Institute, Newport Beach, California; and UC Irvine Cognitive Science Department, Irvine, California
| | | | - Mark A Mintun
- Avid Radiopharmaceuticals, Inc., Philadelphia, Pennsylvania
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23
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Schwarz AJ, Yu P, Miller BB, Shcherbinin S, Dickson J, Navitsky M, Joshi AD, Devous MD, Mintun MS. Regional profiles of the candidate tau PET ligand 18F-AV-1451 recapitulate key features of Braak histopathological stages. Brain 2016; 139:1539-50. [PMID: 26936940 DOI: 10.1093/brain/aww023] [Citation(s) in RCA: 305] [Impact Index Per Article: 38.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 01/11/2016] [Indexed: 12/18/2022] Open
Abstract
SEE THAL AND VANDENBERGHE DOI101093/BRAIN/AWW057 FOR A SCIENTIFIC COMMENTARY ON THIS ARTICLE: Post-mortem Braak staging of neurofibrillary tau tangle topographical distribution is one of the core neuropathological criteria for the diagnosis of Alzheimer's disease. The recent development of positron emission tomography tracers targeting neurofibrillary tangles has enabled the distribution of tau pathology to be imaged in living subjects. Methods for extraction of classic Braak staging from in vivo imaging of neurofibrillary tau tangles have not yet been explored. Standardized uptake value ratio images were calculated from 80-100 minute (18)F-AV-1451 (also known as T807) positron emission tomography scans obtained from n = 14 young reference subjects (age 21-39 years, Mini-Mental State Examination 29-30) and n = 173 older test subjects (age 50-95 years) comprising amyloid negative cognitively normal (n = 42), clinically-diagnosed mild cognitive impairment (amyloid positive, n = 47, and amyloid negative, n = 40) and Alzheimer's disease (amyloid positive, n = 28, and amyloid negative, n = 16). We defined seven regions of interest in anterior temporal lobe and occipital lobe sections corresponding closely to those used as decision points in Braak staging. An algorithm based on the Braak histological staging procedure was applied to estimate Braak stages directly from the region of interest profiles in each subject. Quantitative region-based analysis of (18)F-AV-1451 images yielded region of interest and voxel level profiles that mirrored key features of neuropathological tau progression including profiles consistent with Braak stages 0 through VI. A simple set of decision rules enabled plausible Braak stages corresponding to stereotypical progression patterns to be objectively estimated in 149 (86%) of test subjects. An additional 12 (7%) subjects presented with predefined variant profiles (relative sparing of the hippocampus and/or occipital lobe). The estimated Braak stage was significantly associated with amyloid status, diagnostic category and measures of global cognition. In vivo (18)F-AV-1451 positron emission tomography images across the Alzheimer's disease spectrum could be classified into patterns similar to those prescribed by Braak neuropathological staging of tau pathology.
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Affiliation(s)
- Adam J Schwarz
- Tailored Therapeutics, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Peng Yu
- Tailored Therapeutics, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Bradley B Miller
- Tailored Therapeutics, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Sergey Shcherbinin
- Tailored Therapeutics, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - James Dickson
- Avid Radiopharmaceuticals, Philadelphia, PA 19104, USA
| | | | | | | | - Mark S Mintun
- Avid Radiopharmaceuticals, Philadelphia, PA 19104, USA
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24
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Schwarz AJ, Shcherbinin S, Miller BB, Yu P, Navitsky M, Dickson J, Joshi AD, Devous MD, Mintun MA. O1‐07‐06: Hippocampal sparing and limbic predominant tau subtypes of Alzheimer's disease determined
in vivo
using [18F]‐AV‐1451 PET imaging. Alzheimers Dement 2015. [DOI: 10.1016/j.jalz.2015.07.068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
| | | | | | - Peng Yu
- Eli Lilly and CompanyIndianapolisINUSA
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25
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Devous MD, Joshi AD, Navitsky M, Kennedy I, Lu M, Pontecorvo MJ, Mintun MA. IC‐P‐165: Understanding the topology of
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F‐AV‐1451 (also known as T807) PET tau images in Alzheimer's disease. Alzheimers Dement 2015. [DOI: 10.1016/j.jalz.2015.06.188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
| | | | | | | | - Ming Lu
- Avid RadiopharmaceuticalsPhiladelphiaPAUSA
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26
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Devous MD, Navitsky M, Kennedy I, Joshi AD, Lu M, Pontecorvo MJ, Mintun MA. P4‐259: Relationships between cognitive assessments and spatial distribution of neuropathological tau as assessed by
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F AV‐1451 PET scanning. Alzheimers Dement 2015. [DOI: 10.1016/j.jalz.2015.08.088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
| | | | | | | | - Ming Lu
- Avid RadiopharmaceuticalsPhiladelphiaPAUSA
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Shcherbinin S, Devous MD, Schwarz AJ, Joshi AD, Navitsky M, Mintun MA. IC‐P‐171: Region‐dependent kinetics of the Tau PET tracer [
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F]‐AV‐1451 (T807). Alzheimers Dement 2015. [DOI: 10.1016/j.jalz.2015.06.194] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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28
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Devous MD, Joshi AD, Kennedy I, Navitsky M, Pontecorvo MJ, Skovronsky DJ, Mintun MA. IC‐P‐183: EMPLOYING EARLY UPTAKE DATA FROM F18‐FLORBETAPIR SCANS AS AN ESTIMATE OF REGIONAL CEREBRAL BLOOD FLOW: COMPARISON TO F18‐FDG. Alzheimers Dement 2014. [DOI: 10.1016/j.jalz.2014.05.190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
| | | | - Ian Kennedy
- Avid RadiopharmaceuticalsPhiladelphiaPennsylvaniaUnited States
| | | | | | | | - Mark A. Mintun
- Avid RadiopharmaceuticalsPhiladelphiaPennsylvaniaUnited States
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