Anti-Porin Antibodies Prevent Excitotoxic and Ischemic Damage to Brain Tissue
Bibliographic record
Abstract
The mitochondrial permeability transition (MPT) is a converging event for different molecular routes leading to cellular death after excitotoxic/oxidative stress, and is considered to represent the opening of a pore in the mitochondrial membrane. There is evidence that the outer mitochondrial membrane protein porin is involved in the MPT and apoptosis. We present here a proof-of-principle study to address the hypothesis that anti-porin antibodies can prevent excitotoxic/ischemia-induced cell death. We generated anti-porin antibodies and show that the F(ab)(2) fragments penetrate living cells, reduce Ca(2+)-induced mitochondrial swelling as other MPT blockers do, and decrease neuronal death in dissociated and organotypic brain slice cultures exposed to excitotoxic and ischemic episodes. These observations present direct evidence that anti-porin antibody fragments prevent cell damage in brain tissue, that porin is a crucial protein involved in mitochondrial and cell dysfunction, and that it is conceivable that antibodies can be used as therapeutic agents.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".