Absence of elevated anti–α-synuclein and anti-EBV latent membrane protein antibodies in PD
Why this work is in the frame
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Bibliographic record
Abstract
We recently demonstrated that commercially available monoclonal antibodies generated against the latent membrane protein 1 (LMP1) of Epstein–Barr virus (EBV) cross-react with the neuronal protein α-synuclein.1 LMP1 is a virally encoded protein expressed during EBV latency. Up to 22% of healthy EBV-seropositive individuals generate a humoral immune response against this protein as part of a lifelong immune surveillance of EBV.2,3⇓ Whether this cross-reaction has any biological relevance remains to be determined. There is growing evidence for a primary role of α-synuclein aggregation in the pathogenesis of PD.4 Insoluble α-synuclein filaments accumulate in brains of patients with PD. Recombinant α-synuclein protein can assemble in elongated filaments with ultrastructural features similar to those of Lewy body filaments observed in situ. In light of this as well as the fact that EBV latently infects approximately 90% of the human population worldwide and represents the target of a lifelong immune response, we were interested in exploring the possibility that molecular mimicry between EBV (and specifically the LMP1 protein) and α-synuclein could be involved in the pathogenesis or progression of …
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| 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 it