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Record W4206156187 · doi:10.1126/scitranslmed.abg0253

Distinct populations of highly potent TAU seed conformers in rapidly progressing Alzheimer’s disease

2022· article· en· W4206156187 on OpenAlexafffund
Chae Kim, Tracy Haldiman, Sang‐Gyun Kang, Lenka Hromádková, Zhuang Zhuang Han, Wei Chen, Frances Lissemore, Alan J. Lerner, Rohan de Silva, Mark L. Cohen, David Westaway, Jiri Safar

Bibliographic record

VenueScience Translational Medicine · 2022
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPrion Diseases and Protein Misfolding
Canadian institutionsUniversity of Alberta
FundersNational Institute on AgingBiotechnology and Biological Sciences Research CouncilCanadian Institutes of Health ResearchMedical Research CouncilParkinson's UK
KeywordsConformational isomerismDiseaseProtein foldingPopulationTau proteinPhenotypeBiologyCognitive declineAlzheimer's diseaseChemistryCell biologyEvolutionary biologyNeuroscienceGeneticsMedicineDementiaPathologyGeneMolecule

Abstract

fetched live from OpenAlex

Although genetic factors play a main role in determining the risk of developing Alzheimer’s disease (AD), they do not explain extensive spectrum of clinicopathological phenotypes. Deposits of aggregated TAU proteins are one of the main predictors of cognitive decline in AD. We investigated the hypothesis that variabilities in AD progression could be due to diverse structural assemblies (strains) of TAU protein. Using sensitive biophysical methods in 40 patients with AD and markedly different disease durations, we identified populations of distinct TAU particles that differed in size, structural organization, and replication rate in vitro and in cell assay. The rapidly replicating, distinctly misfolded TAU conformers found in rapidly progressive AD were composed of ~80% misfolded four-repeat (4R) TAU and ~20% of misfolded 3R TAU isoform with the same conformational signatures. These biophysical observations suggest that distinctly misfolded population of 4R TAU conformers drive the rapid decline in AD and imply that effective therapeutic strategies might need to consider not a singular species but a cloud of differently misfolded TAU conformers.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.511
Threshold uncertainty score0.302

Codex and Gemma teacher scores by category

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

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 head0.321
Teacher spread0.287 · 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 teacher head, 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

Citations60
Published2022
Admission routes2
Has abstractyes

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