Fibroblast growth factor 2 isoforms and cardiac hypertrophy
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Fibroblast growth factor 2 (FGF-2), a multifunctional polypeptide that affects cell growth and differentiation and becomes upregulated by stress, is expressed as AUG-initiated 18 kDa FGF-2 or CUG-initiated 21-34 kDa (hi-FGF-2) isoforms. Animal models have provided strong evidence that FGF-2 is essential for the manifestation of overload- and angiotensin-induced cardiac hypertrophy. Nevertheless, studies to-date have not discriminated between the activities of 18 kDa FGF-2 and hi-FGF-2. Our recent work has pointed to a potent pro-hypertrophic effect of added hi-FGF-2, and a pro-apoptotic effect of sustained intracrine hi-FGF-2 signaling. In the future, it will be important to differentiate between the activities of the different FGF-2 isoforms in the context of adaptive and maladaptive myocardial hypertrophy and heart failure. Based on all available evidence, we propose that while the 18-kDa FGF-2 is a component of an adaptive trophic response, a switch to hi-FGF-2 accumulation would exacerbate hypertrophy and contribute to cell death, thus driving the myocardium towards a maladaptive phenotype.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.004 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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