Validation of A 3D Bioprinted Model of Airway Smooth Muscle – A Novel Tool to Study the Effects of Airway Stiffening in Asthma
Notice bibliographique
Résumé
Background Asthma is a chronic obstructive airway disease characterized by airway wall remodeling and aberrant contraction of airway smooth muscle (ASM), which each contribute to clinical symptoms by restricting airflow. However, the precise link between airway mechanics and ASM contractility remains elusive, because ASM cell biology is routinely studied in 2D models that inadequately replicate the complex in‐vivo 3D microenvironment of healthy or diseased airways. We used a technique called 3D bioprinting to develop an experimental model of ASM in which we could characterize the response of ASM to altered mechanical loads in a realistic 3D structure. Methods Human ASM were resuspended at 2.5×10 7 cells/mL in a bio‐ink consisting of RGD‐coupled‐alginate (0.375% w/v), fibrinogen (5 mg/mL) and collagen‐I (1 mg/mL). Cells were then bioprinted using an Aspect Biosystems RX‐1 Bioprinter, as a ring‐shaped bundle of muscle constrained within a stiffness‐modifiable acellular alginate support (0.75–1.25% w/v). After bioprinting, constructs were thrombin treated (1.25 U/mL, 30 min) to initiate fibrin polymerization and maintained in standard ASM culture conditions. Cell health, viability and morphology were assessed with LDH assays, Hoechst/propidium‐iodide and filamentous‐actin staining respectively. Expression of ASM relevant genes was measured by qPCR. Reduction in lumen area representing contractile tone was tracked by live cell microscopy. Results ASM bioprinted without acellular supports shortened excessively and rapidly lost structural integrity. Comparatively, including supports provided a mechanical load that controlled baseline shortening; cells supported by 0.75%, 1% and 1.25% alginate exhibited >45%, >25% and <15% lumen reduction respectively. Constructs bioprinted in 1% supports exhibited high cell viability (>80%) for up to 14 days in culture. Histology 4 days after printing revealed development of a highly organized tissue with evidence of cell‐cell contacts and alignment of actin fibres. Nuclei were evenly distributed in all axes indicating formation of a true 3D structure. Compared with 2D, cells in 3D had a higher mRNA abundance of myosin heavy chain, but vimentin and matrix metalloproteinase‐3 were lower (all p<0.05). Importantly, administration of acetylcholine resulted in muscle contraction, while cytochalasin D caused a dramatic decrease in tone for all tissues with structural supports. Conclusion We have validated a novel tool for studying ASM biomechanics. ASM displayed varying levels of baseline shortening to different mechanical loads, supporting that mechanical cues may have profound effects on cellular function. Further, higher abundance of contractile genes in 3D demonstrates adoption of a physiologically relevant phenotype. Moving forward, contraction, relaxation and calcium dynamics will be quantified across a range of stiffnesses. These data will help unmask mechanisms by which airway mechanics regulate ASM contractility, with important clinical relevance to asthma. Support or Funding Information Funding: NSERC Discovery Grant (ARW), Research Manitoba Studentship (JO, SS)
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».