Aller au contenu

Development of In-vitro Skin Models for Screening Bioactive Compounds and Modelling Diseases

  • par garon@biomomentum.com

Zhengkun Chen
PhD thesis, University of Toronto, 2024 (degree/title-page year).

0 citations · 0 en 2025–2026

Les titres, résumés et légendes des publications sont présentés en anglais.

There is an increasing demand for in vitro skin models to replace animal test ing for disease modeling and drug screening. The construction of reliable in vitro skin models relies on the development of biomimetic materials and high -throughput screening techniques. This thesis focuses on advancing in vitro skin models through the development of biomaterials and the design of microfluidic (MF) devices. Two fibrous hydrogels derived from cellulose nanocrystals (CNCs) and gelatin, named EKGel and EKGelMA, were developed as biomimetic scaffolds for cell culture . EKGel was formed by crosslinking aldehyde-functionalized CNCs (a -CNCs) and gelatin. By varying EKGel ’s composition, I recapitulated fibrosis-associated changes in the mechanical and structural properties of the extracellular matrix ( ECM). By using EKGelMA, a gel consisting of a-CNCs and gelatin methacryloyl, I achieved a broader range of hydrogel stiffness and decoupled the hydrogel’s mechanical properties from its structural properties by controlling the extent of intrafibrillar crosslinking. The compositions of EKGelMA were then optimized using machine learning (ML) to mimic the viscoelastic properties of ECMs in various tissues. Through multi -objective Bayesian optimization, I identified hydrogel compositions with the elastic modulus and stress relaxation behavior mimicking the ECMs of healthy and scarred skin, as well as benign and malignant breast tumors. The ML algorithm also efficiently delineated the competing relationship between the elastic modulus and stress relaxation in EKGelMA. To recapitulate the structural anisotropy of the skin ECM, a n extrusion-based printing approach was introduced. The hydrogel precursors, composed of aldehyde-functionalized cellulose nanofibers (a-CNFs) and gelatin, were extruded through a MF or nozzle printhead . This process resulted in the shear-induced alignment of a-CNFs, leading to the formation of structural anisotropy in the hydrogel. The influence of this structural anisotropy on the orientation of dermal fibroblasts on or in the hydrogels was investigated. Skin spheroids were cultured in EKGel as a miniaturized skin model. A MF platform was developed to grow large arrays of human skin spheroids within three days. The rapid formation of dermal fibroblast spheroids or multilayer skin spheroids enabled high -throughput screening of active skincare ingredients and the evaluation of the toxicity of different chemical agents for skin.

Utilisation des équipements

Un Mach-1 mesurait le module en compression de disques d’hydrogel EKGelMA et de nanofibres de cellulose/gélatine par compression cyclique jusqu’à 20 %. Le module provenait de la plage de 10 à 15 %; la relaxation utilisait un protocole rhéologique distinct.

Article et documents

Matériaux (1)

Configurations de test (1)

Découvrez la recherche en pratique

Découvrez les études de cas

Report a problem with this page

Your email is used only to follow up on this report.

Screenshots (optional)

Click this area and paste a screenshot, or drag files here. Up to 3 PNG, JPEG or WebP images; 5 MB per image. Hide confidential information first.

Please do not include passwords or customer information. Reports and screenshots are private.