Abstract 996: Growth Differentiation Factor-5 (GDF-5) Dictates Cardiac Remodelling in a Mouse Model of Myocardial Infarction
Bibliographic record
Abstract
Background: Bone Morphogenetic Proteins (BMPs) regulate diverse cellular functions during foetal development and postnatal life. Growth Differentiation Factor 5 (GDF5 a.k.a. BMP-14) is a BMP, which is expressed in a variety of tissues including heart. We previously showed that cardiac GDF5 mRNA levels are elevated after experimental myocardial infarction (MI) caused by permanent left anterior descending coronary artery (LAD) ligation. However, the significance of this finding was not known. Methods & Results: GDF5 knock-out (KO; n = 18 for MI) and wild-type (WT; n = 18 for MI) littermate controls were subjected to chronic LAD ligation in order to investigate the consequences resulting from the loss of GDF5 signalling following MI. At 28 days post-LAD ligation or sham (n = 12 for KO; n = 10 for WT), invasive hemodynamic parameters of cardiac function were examined just prior to sacrifice. Histopathology was assessed by morphometric analyses of perfusion fixed hearts and subsequent immunostaining. At 28 days post-MI, GDF5-KO mice exhibited decreased left ventricular systolic pressure and peak positive- and negative- dP/dt , and increased heart rate as compared to WT littermates ( P < 0.005 for each parameters). GDF5-KO mice also exhibited a significant increase in the area, length and transmural expansion of the infarct, scar thinning and cardiac dilatation ( P < 0.05 for each parameter). In addition, GDF5-KO mice displayed significantly fewer myocardial vessels in the infarct and peri-infarct regions as compared to WT littermates ( P < 0.05) . To explore mechanisms underlying this phenotype, we assessed gene expression levels of relevant potential downstream targets of GDF5. At 7d post-MI, quantitative RT-PCR revealed a significant reduction (35%) in VEGF mRNA levels in hearts of KO (n = 6) as compared to WT mice (n = 5, P = 0.033). Summary & Conclusion: These data suggest that increased GDF5 expression observed in hearts after MI plays an important role in cardiac remodelling. Absence of GDF5 expression in KO mice confers detrimental effects on healing and repair of myocardial and vascular tissues after MI. Regulated levels of GDF5, a BMP family member, play an important role in the repair process following cardiac injury.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".