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Record W4296970957 · doi:10.1007/s00259-022-05963-x

Associations between near end-of-life flortaucipir PET and postmortem CTE-related tau neuropathology in six former American football players

2022· letter· en· W4296970957 on OpenAlexfundno aff
Michael L. Alosco, Yi Su, Thor D. Stein, Hillary Protas, Jonathan D. Cherry, Charles H. Adler, Laura J. Balcer, Charles Bernick, Surya Pulukuri, Bobak Abdolmohammadi, Michael J. Coleman, Joseph Palmisano, Yorghos Tripodis, Jesse Mez, Gil D. Rabinovici, Kenneth Marek, Thomas G. Beach, Keith A. Johnson, Bertrand R. Huber, Inga K. Koerte, Jeffrey L. Cummings, Eric M. Reiman, Ann C. McKee, Robert A. Stern, Kewei Chen, Connie Boker, Rhoda Au, Robert C. Cantu, Lindsay A. Farrer, Robert Helm, Douglas I. Katz, Neil W. Kowall, Gustavo Mercier, James Otis, Jason Weller, Irene Simkin, Alondra Andino, Shannon E. Conneely, Courtney Diamond, Tessa Fagle, Olivia Haller, Tennyson Hunt, Nicole Gullotti, Megan Mariani, Brian Mayville, Kathleen McLaughlin, Mary Nanna, Taylor Platt, Fiona Rice, Madison Sestak, Michael D. McClean, Douglas S. Annis, Christine E. Chaisson, Diane Dixon, Carolyn Finney, Kerrin Gallagher, Kaitlin Hartlage, Jun Lü, Brett Martin, EO Ojo, Brittany Pine, Janani Ramachandran, Jennifer Fitzsimmons, Ofer Pasternak, Hector Arcinieago, Tashrif Billah, Elena M. Bonke, Katherine M. Breedlove, Eduardo Coello, Leonhard Jung, Huijun Liao, Maria Loy, Elizabeth Rizzoni, Vivian Schultz, Annelise Silva, Brynn Vessey, Tim L. T. Wiegand, Sarah J. Banks, Jason Miller, Aaron Ritter, Marwan N. Sabbagh, Raelynn de la Cruz, Jan Durant, Morgan Golceker, Nicolette Harmon, Kaeson Kaylegian, Rachelle Long, Christin Nance, Priscilla Sandoval, Robert Turner, Andrew Serrano, David W. Dodick, Yonas E. Geda, Jennifer V. Wethe, Bryce W. Falk, Amy Duffy, Marci Howard, Michelle Montague, Thomas Osgood, Debra Babcock, Patrick S.F. Bellgowan, William Barr, Judith D. Goldberg, Thomas Wısnıewskı, Ivan I. Kirov, Yvonne W. Lui, Charles R. Marmar, Lisena Hasanaj, Liliana Serrano, Alhassan Al-Kharafi, Allan George, Sammie Martin, Edward P. Riley, William Runge, Elaine R. Peskind, Elizabeth A. Colasurdo, Daniel S. Marcus, Jenny Gurney, Richard M. Greenwald

Bibliographic record

VenueEuropean Journal of Nuclear Medicine and Molecular Imaging · 2022
Typeletter
Languageen
FieldMedicine
TopicTraumatic Brain Injury Research
Canadian institutionsnot available
FundersNational Center for Advancing Translational SciencesNational Institute on AgingClinical and Translational Science Institute, Boston UniversityNational Institutes of HealthUniversity of WashingtonU.S. Department of Veterans AffairsSchool of Medicine, Boston UniversityYork UniversityBrigham and Women's HospitalCleveland ClinicAlzheimer's Drug Discovery FoundationGeorge Washington UniversityUniversity of California, San DiegoNational Institute of Neurological Disorders and StrokeNational Institute of General Medical SciencesMassachusetts General Hospital
KeywordsChronic traumatic encephalopathyMedicineAutopsyNeuropathologyStandardized uptake valuePositron emission tomographyNuclear medicineConcussionPathologyInternal medicineDiseasePoison controlInjury prevention

Abstract

fetched live from OpenAlex

PURPOSE: Flourine-18-flortaucipir tau positron emission tomography (PET) was developed for the detection for Alzheimer's disease. Human imaging studies have begun to investigate its use in chronic traumatic encephalopathy (CTE). Flortaucipir-PET to autopsy correlation studies in CTE are needed for diagnostic validation. We examined the association between end-of-life flortaucipir PET and postmortem neuropathological measurements of CTE-related tau in six former American football players. METHODS: Three former National Football League players and three former college football players who were part of the DIAGNOSE CTE Research Project died and agreed to have their brains donated. The six players had flortaucipir (tau) and florbetapir (amyloid) PET prior to death. All brains from the deceased participants were neuropathologically evaluated for the presence of CTE. On average, the participants were 59.0 (SD = 9.32) years of age at time of PET. PET scans were acquired 20.33 (SD = 13.08) months before their death. Using Spearman correlation analyses, we compared flortaucipir standard uptake value ratios (SUVRs) to digital slide-based AT8 phosphorylated tau (p-tau) density in a priori selected composite cortical, composite limbic, and thalamic regions-of-interest (ROIs). RESULTS: Four brain donors had autopsy-confirmed CTE, all with high stage disease (n = 3 stage III, n = 1 stage IV). Three of these four met criteria for the clinical syndrome of CTE, known as traumatic encephalopathy syndrome (TES). Two did not have CTE at autopsy and one of these met criteria for TES. Concomitant pathology was only present in one of the non-CTE cases (Lewy body) and one of the CTE cases (motor neuron disease). There was a strong association between flortaucipir SUVRs and p-tau density in the composite cortical (ρ = 0.71) and limbic (ρ = 0.77) ROIs. Although there was a strong association in the thalamic ROI (ρ = 0.83), this is a region with known off-target binding. SUVRs were modest and CTE and non-CTE cases had overlapping SUVRs and discordant p-tau density for some regions. CONCLUSIONS: Flortaucipir-PET could be useful for detecting high stage CTE neuropathology, but specificity to CTE p-tau is uncertain. Off-target flortaucipir binding in the hippocampus and thalamus complicates interpretation of these associations. In vivo biomarkers that can detect the specific p-tau of CTE across the disease continuum are needed.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.035
GPT teacher head0.303
Teacher spread0.268 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations24
Published2022
Admission routes1
Has abstractyes

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