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Record W4312086684 · doi:10.1002/alz.067974

[<sup>18</sup>F]PI‐2620 PET in four‐repeat tauopathies: a preliminary study

2022· article· en· W4312086684 on OpenAlexaff
David N. Soleimani‐Meigooni, Wesley P. Thomas, Matthias Brendel, Stephanie Vento, Hilary W. Heuer, Peter A. Ljubenkov, Julio C. Rojas, Miranda Chen, Leonardo Iaccarino, Renaud La Joie, Nidhi S. Mundada, Bradley F. Boeve, Murray Grossman, Bradford C. Dickerson, David J. Irwin, Irene Litvan, Alex Pantelyat, Maria Carmela Tartaglia, Gil D. Rabinovici, Suzanne L. Baker, Adam L. Boxer

Bibliographic record

VenueAlzheimer s & Dementia · 2022
Typearticle
Languageen
FieldMedicine
TopicAlzheimer's disease research and treatments
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsProgressive supranuclear palsyGlobus pallidusNuclear medicinePrimary progressive aphasiaCorticobasal degenerationMedicineSubthalamic nucleusInternal medicinePathologyParkinson's diseaseFrontotemporal dementiaDementiaAtrophyDiseaseCentral nervous systemBasal ganglia

Abstract

fetched live from OpenAlex

Abstract Background There is a critical need for tau PET radiotracers that accurately detect non‐Alzheimer’s disease (AD) tau pathology. We aim to evaluate [18F]PI‐2620 PET tracer retention in patients with non‐AD, 4R tau‐related clinical syndromes, including progressive supranuclear palsy (PSP) with Richardson’s syndrome (PSP‐RS) and with predominant parkinsonism (PSP‐P), corticobasal syndrome (CBS), and nonfluent/agrammatic variant of primary progressive aphasia (nfvPPA). Method 38 participants underwent amyloid and [18F]PI‐2620 PET (Table 1). 5 mCi ± 10% of [18F]PI‐2620 was administered. [18F]PI‐2620 PET SUVR images were generated using an inferior cerebellar gray matter reference from PET data acquired 30‐60 minutes post‐injection. Mean SUVR values were extracted from each participant in neuroanatomical structures that have elevated tau burden in PSP and CBS due to corticobasal degeneration (regions of interest in Table 2). Comparison between each diagnostic group and healthy controls (HCs) was performed using a one‐tailed, independent‐samples t‐test. Spearman correlation was used to evaluate the relationship between tracer binding (SUVR) and disease severity (PSP rating scale) in patients with PSP‐RS. Result Patients with PSP‐RS had increased tracer retention in the left globus pallidus internus and externus, left subthalamic nucleus, and left dorsolateral prefrontal cortex compared to HCs (all p < 0.05). CBS and nfvPPA patients did not have increased tracer retention at any ROIs compared to HCs, but there were low numbers of patients in these groups (Table 2, Figures 1‐3). PSP rating scale values did not correlate with tracer binding in PSP‐RS (no correlations in any regions, rs < 0.44, p > 0.05 uncorrected). Conclusion [18F]PI‐2620 PET 30‐60 minute SUVR images may have limited ability to distinguish PSP from HCs, especially on visual read, and tracer uptake did not correlate with PSP disease severity. Other post‐injection PET acquisition windows (e.g., 30‐40 minute SUVR, 0‐60 minute DVR) will be evaluated to determine if they can maximize differences between PSP and HCs. A limitation of this preliminary study is the modest number of patients and controls, with most controls provided from a different study. Additional participants are being scanned in the multicenter 4RTNI study to understand the utility of this tracer as a neuroimaging biomarker for 4R tauopathies.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.043
GPT teacher head0.315
Teacher spread0.272 · 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".

Quick stats

Citations1
Published2022
Admission routes1
Has abstractyes

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