3D-Printed Tumor-on-a-Chip Model for Investigating the Effect of Matrix Stiffness on Glioblastoma Tumor Invasion

被引:8
作者
Amereh, Meitham [1 ,2 ,3 ]
Seyfoori, Amir [1 ,2 ,3 ]
Dallinger, Briana [2 ]
Azimzadeh, Mostafa [1 ,2 ]
Stefanek, Evan [2 ]
Akbari, Mohsen [1 ,2 ,3 ,4 ]
机构
[1] Univ Victoria, Dept Mech Engn, Victoria, BC V8P 5C2, Canada
[2] Univ Victoria, Dept Mech Engn, Lab Innovat Microengn LiME, Victoria, BC V8P 5C2, Canada
[3] Univ Victoria, Ctr Adv Mat & Related Technol CAMTEC, Victoria, BC V8W 2Y2, Canada
[4] Terasaki Inst Biomed Innovat, Los Angeles, CA 91367 USA
基金
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
3D-printing; tumor-on-a-chip; glioblastoma; in silico model; CANCER INVASION; MICROENVIRONMENT; MECHANISMS; GROWTH; PLASTICITY; CONTINUUM; DISCRETE;
D O I
10.3390/biomimetics8050421
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Glioblastoma multiform (GBM) tumor progression has been recognized to be correlated with extracellular matrix (ECM) stiffness. Dynamic variation of tumor ECM is primarily regulated by a family of enzymes which induce remodeling and degradation. In this paper, we investigated the effect of matrix stiffness on the invasion pattern of human glioblastoma tumoroids. A 3D-printed tumor-on-a-chip platform was utilized to culture human glioblastoma tumoroids with the capability of evaluating the effect of stiffness on tumor progression. To induce variations in the stiffness of the collagen matrix, different concentrations of collagenase were added, thereby creating an inhomogeneous collagen concentration. To better understand the mechanisms involved in GBM invasion, an in silico hybrid mathematical model was used to predict the evolution of a tumor in an inhomogeneous environment, providing the ability to study multiple dynamic interacting variables. The model consists of a continuum reaction-diffusion model for the growth of tumoroids and a discrete model to capture the migration of single cells into the surrounding tissue. Results revealed that tumoroids exhibit two distinct patterns of invasion in response to the concentration of collagenase, namely ring-type and finger-type patterns. Moreover, higher concentrations of collagenase resulted in greater invasion lengths, confirming the strong dependency of tumor behavior on the stiffness of the surrounding matrix. The agreement between the experimental results and the model's predictions demonstrates the advantages of this approach in investigating the impact of various extracellular matrix characteristics on tumor growth and invasion.
引用
收藏
页数:15
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