Age- and myopathy-dependent changes in connexins of normal and cardiomyopathic syrian hamster ventricular myocardium
Bibliographic record
Abstract
The conduction of cardiac action potentials depends on the flow of excitation through gap junctions, which are hexameric protein associations of connexins (Cxs). The major Cx reported in the heart is Cx43, although some Cx40 and Cx45 are also present. There is some evidence for altered Cx content in heart failure. In heart failure, conduction is depressed and slowed conduction may contribute to arrhythmogenesis and (or) the maintenance of arrhythmia. Cx content and distribution were determined in ventricular tissues from normal and cardiomyopathic Syrian hamsters, an animal model of heart failure which has reproducible age-specific cardiomyopathy resulting in heart failure and age-matched controls in three groups: young (3-5 weeks), adult (13-18 weeks), and old (>45 weeks). Frozen, unfixed sections of ventricular tissues were immunofluorescently stained using antibodies against Cx43, Cx40, and Cx45. Cx43 was the predominant Cx detected in all samples. In normal hamsters, Cx43 was localized predominantly at the intercalated disc region, while in myopathic myocytes, it was scattered. In Western blots, Cx43 content of normal hamster hearts was highest in the adult hearts compared with young and old hamster hearts. In contrast, Cx43 content was significantly lower in adult cardiomyopathic hamster hearts compared with all other groups. The alterations of content and distribution of gap junction Cx43 may contribute to diminished conduction, pump function, and arrhythmogenesis in heart failure.
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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 | 0.001 | 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) | 0.001 | 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".