Accumulation of Transactive Response DNA Binding Protein 43 in Mild Cognitive Impairment and Alzheimer Disease
Bibliographic record
Abstract
Transactive response DNA binding protein 43 (TDP-43) plays a central role in the neuropathology of frontotemporal lobar degeneration and amyotrophic lateral sclerosis, but the relationship between TDP-43 abnormalities and Alzheimer disease (AD) remains unclear. To determine whether TDP-43 can serve as a neuropathologic marker of AD, we performed biochemical characterization and quantification of TDP-43 in homogenates from parietal neocortex of subjects with aclinical diagnosis of no cognitive impairment (NCI, n = 12), mild cognitive impairment (MCI, n = 12), or AD (n = 12). Immunoblots revealed increased detergent-insoluble TDP-43 in the cortex of 0, 3, and 6 of the 12 individuals with NCI, MCI, or AD, respectively. Detergent-insoluble TDP-43 was positively correlated with the accumulation of soluble Aβ42, amyloid plaques, and paired helical filamenttau. In contrast, phospho-TDP-43 was decreased in the cytosolic fraction and detergent-soluble membrane/nuclear fraction from AD patients and correlated with antemortem cognitive function.Immunofluorescence analysis confirmed that the frequencies of individuals with TDP-43 or phospho-TDP-43 cytoplasmic inclusions were higher in AD than in NCI, with MCI at an intermediate level. These data indicate that abnormalities of TDP-43 occur in an important subset of MCI and AD patients and that they correlate with the clinical and neuropathologic features of AD.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".