Maintenance of contractile function of isolated airway smooth muscle after cryopreservation
Bibliographic record
Abstract
Isolated human airway smooth muscle (ASM) tissue contractility studies are essential for understanding the role of ASM in respiratory disease, but limited availability and cost render storage options necessary for optimal use. However, to our knowledge, no comprehensive study of cryopreservation protocols for isolated ASM has been performed to date. We tested several cryostorage protocols on equine trachealis ASM using different cryostorage media [1.8 M dimethyl sulfoxide and fetal bovine serum (FBS) or Krebs-Henseleit (KH)] and different degrees of dissection (with or without epithelium and connective tissues attached) before storage. We measured methacholine (MCh), histamine, and isoproterenol (Iso) dose-responses and electrical field stimulation (EFS) and MCh force-velocity curves. We confirmed our findings in human trachealis ASM stored undissected in FBS. Maximal stress response to MCh was decreased more in dissected than undissected equine tissues. EFS force was decreased in all equine but not in human cryostored tissues. Furthermore, in human cryostored tissues, EFS maximal shortening velocity was decreased, and Iso response was potentiated after cryostorage. Overnight incubation with 0.5 or 10% FBS did not recover contractility in the equine tissues but potentiated Iso response. Overnight incubation with 10% FBS in human tissues showed maximal stress recovery and maintenance of other contractile parameters. ASM tissues can be cryostored while maintaining most contractile function. We propose an optimal protocol for cryostorage of ASM as undissected tissues in FBS or KH solution followed by dissection of the ASM bundles and a 24-h incubation with 10% FBS before mechanics measurements.
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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 | 0.001 | 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 | 0.001 |
| 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".