Abstract 15288: Conductive Polymer Hydrogel for Enhancement of Electrical Propagation in Border Zone Myocardium after Myocardial Infarction
Bibliographic record
Abstract
Introduction: After myocardial infarction (MI), cardiomyocyte death results in a non-contractile fibrotic scar and altered electrical properties, including delayed impulse propagation across the scar region which may contribute to ventricular dysfunction. Hydrogels such as chitosan have been used clinically to stabilize the LV free wall and prevent dilation. We chemically modified chitosan with the charge-carrying conductive polymer polypyrrole (PPy), yielding a biomaterial with more than 100X the conductivity of chitosan alone. Chitosan-PPy is capable of carrying electrical impulses and may enhance synchronous contraction. Methods: Biomaterials were synthesized under sterile conditions and were thoroughly characterized in vitro . Myocardial infarction was created by coronary artery ligation in Sprague-Dawley rats (n = 36), and 1 week later chitosan, chitosan-PPy or saline were injected into the border zone regions. Animals were followed for 8 or 16 weeks (n = 6/treatment/time-point) and cardiac conduction and function were assessed with ECG, echocardiography, impedance catheter analysis and finally Langendorff-perfused epicardial optical mapping. Results: Eight weeks post-injection, QRS duration was increased in saline and chitosan treated hearts, but was maintained in chitosan-PPy hearts until 16 weeks ( p < 0.01), suggesting less maladaptive ventricular remodeling associated with slowing of depolarizing conduction in the chitosan-PPy group. Echocardiography revealed that fractional shortening was enhanced in chitosan-PPy treated hearts at both 8 and 16 weeks ( p < 0.01). At 16 weeks, chitosan-PPy hearts had increased stroke work capacity, and better maintained (lower) end systolic volume ( p < 0.05). Optical mapping demonstrated that chitosan-PPy-treated hearts had faster transverse conduction velocities measured along the border zone epicardial surface ( p < 0.01). Conclusions: We synthesized and characterized a novel conductive polymer hydrogel that may be used therapeutically to enhance favorable cardiac recovery at the LV border zone following an MI. Chitosan-PPy enhanced heart function by augmenting synchronized contraction.
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.
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 | 0.000 |
| 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".