Identification of single‐domain, Bax‐specific intrabodies that confer resistance to mammalian cells against oxidative‐stress‐induced apoptosis
Bibliographic record
Abstract
Bax is a proapoptotic protein implicated in cell death involved in several neurodegenerative diseases. Intracellularly expressed antibody (Ab) fragments (intrabodies) inhibiting Bax function would have potential for developing therapeutics for the aforementioned diseases and can serve as research tools. We report identification, cloning, and functional characterization of several Bax‐specific single‐domain antibodies (sdAbs). These minimal size Ab fragments, which were isolated from a llama V H H phage display library by panning, inhibited Bax function in in vitro assays. Importantly, as intrabodies, these sdAbs, which were stably expressed in mammalian cells, were nontoxic to their host cells and rendered them highly resistant to oxidative‐stress‐induced apoptosis. The intrabodies prevented mitochondrial membrane potential collapse and apoptosis after oxidative stress in the host cells. These anti‐Bax V H H s could be used as tools for studying the role of Bax in oxidative‐stress‐induced apoptosis and for developing novel therapeutics for the degenerative diseases involving oxidative stress.—Gueorguieva, D., Li, S., Walsh, N., Mukerji, A., Tanha, J., Pandey, S. Identification of single‐domain, Bax‐specific intrabodies that confer resistance to mammalian cells against oxidative‐stress‐induced apoptosis. FASEB J. 20, E2209–E2219 (2006)
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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) | 0.000 | 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) | 0.001 | 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".