Regulation of nuclear translocation of nuclear factor-kappaB relA: evidence for complex dynamics at the single-cell level
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Bibliographic record
Abstract
We have analysed activation of nuclear factor-kappaB (NF-kappaB) in response to interleukin-1 (IL-1) in human fibroblasts by tracking intracellular distribution and levels of endogenous relA, NF-kappaB1 and inhibitor of kappaB (I-kappaB) alpha using semi-quantitative confocal microscopy. Nuclear translocation of endogenous relA correlated with I-kappaBalpha degradation during stimulation with IL-1, whereas no effects were seen on levels or localization of NF-kappaB1. During pathway activation, relA was transported up a concentration gradient, resulting in a 3-4-fold increase in nuclear levels, but without any significant decrease in cytoplasmic concentration. IL-1 stimulation caused translocation of only 20% of the relA, but resulted in degradation of up to 70% of the cytoplasmic I-kappaBalpha. RelA nuclear translocation in fibroblasts correlated with DNA-binding activity measured by electrophoretic mobility shift assay (EMSA), both with respect to kinetics and IL-1 concentration-dependence. Clonal populations of cells demonstrated a marked degree of heterogeneity in the response to IL-1. The single-cell assay revealed the presence of responder and non-responder subpopulations, with an enhanced proportion of responder cells, and prolonged responses at higher concentrations of IL-1. Comparing different cell types demonstrated that whereas HepG2 cells, as fibroblasts, showed good correlation between nuclear translocation of relA and activation of DNA binding by relA-containing dimers, EL4 thymoma cells showed no effect on relA localization, even during induction of significant levels NF-kappaB activity, as measured by EMSA. The analysis shows that stimulation by IL-1 results in transient perturbation of the NF-kappaB system, which cycles between the resting and active states with net redistribution of a minor proportion of its DNA-binding component. In addition, it demonstrates significant cell-to-cell variations, as well as cell-type-specific differences in net relA nuclear transport in response to stimuli. The data are consistent with NF-kappaB constituting a dynamic and versatile system, regulated to a significant degree by binary events involving bidirectional trafficking between the cytoplasmic and nuclear compartments during pathway activation.
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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) | 0.000 | 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 | 0.000 |
| 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