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.
机构:
Univ Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Lohfeld, Stefan
Belnap, Bryndon
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机构:
Univ Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Univ Missouri Kansas City, Sch Dent, Dept Orthodont & Dentofacial Orthoped, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Belnap, Bryndon
Retrouvey, Jean-Marc
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机构:
Univ Missouri Kansas City, Sch Dent, Dept Orthodont & Dentofacial Orthoped, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Retrouvey, Jean-Marc
Walker, Mary P.
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h-index: 0
机构:
Univ Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
机构:
Catholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Hwang, Hyun Ju
Oh, Min-Suk
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h-index: 0
机构:
Catholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Oh, Min-Suk
Lee, Dong Woo
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h-index: 0
机构:
Konyang Univ, Dept Biomed Engn, Daejeon, South Korea
Med & Bio Device, B 9,145 Gwanggyo Ro, Suwon, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Lee, Dong Woo
Kuh, Hyo-Jeong
论文数: 0引用数: 0
h-index: 0
机构:
Catholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Catholic Univ Korea, Coll Med, Canc Evolut Res Ctr, Seoul, South Korea
Catholic Univ Korea, Dept Med Life Sci, Coll Med, 222 Banpo Daero, Seoul 06591, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
机构:
Univ Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Lohfeld, Stefan
Belnap, Bryndon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Univ Missouri Kansas City, Sch Dent, Dept Orthodont & Dentofacial Orthoped, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Belnap, Bryndon
Retrouvey, Jean-Marc
论文数: 0引用数: 0
h-index: 0
机构:
Univ Missouri Kansas City, Sch Dent, Dept Orthodont & Dentofacial Orthoped, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
Retrouvey, Jean-Marc
Walker, Mary P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USAUniv Missouri Kansas City, Sch Dent, Dept Oral & Craniofacial Sci, Kansas City, MO 64108 USA
机构:
Catholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Hwang, Hyun Ju
Oh, Min-Suk
论文数: 0引用数: 0
h-index: 0
机构:
Catholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Oh, Min-Suk
Lee, Dong Woo
论文数: 0引用数: 0
h-index: 0
机构:
Konyang Univ, Dept Biomed Engn, Daejeon, South Korea
Med & Bio Device, B 9,145 Gwanggyo Ro, Suwon, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Lee, Dong Woo
Kuh, Hyo-Jeong
论文数: 0引用数: 0
h-index: 0
机构:
Catholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea
Catholic Univ Korea, Coll Med, Canc Evolut Res Ctr, Seoul, South Korea
Catholic Univ Korea, Dept Med Life Sci, Coll Med, 222 Banpo Daero, Seoul 06591, South KoreaCatholic Univ Korea, Grad Sch, Dept Biomed & Hlth Sci, Seoul, South Korea