Human in vitro 3D co-culture model to engineer vascularized bone-mimicking tissues combining computational tools and statistical experimental approach

被引:74
作者
Bersini, Simone [1 ]
Gilardi, Mara [1 ,2 ]
Arrigoni, Chiara [3 ]
Talo, Giuseppe [3 ]
Zamai, Moreno [4 ]
Zagra, Luigi [5 ]
Caiolfa, Valeria [4 ]
Moretti, Matteo [1 ]
机构
[1] IRCCS Ist Ortoped Galeazzi, Cell & Tissue Engn Lab, I-20161 Milan, Italy
[2] Univ Milano Bicocca, Dept Biotechnol & Biosci, PhD Sch Life Sci, I-20126 Milan, Italy
[3] Grp Osped San Donato Fdn, Cell & Tissue Engn Lab, I-20122 Milan, Italy
[4] Natl Ctr Cardiovasc Res CNIC Melchor Fernandez Al, Unit Microscopy & Dynam Imaging, ES-28029 Madrid, Spain
[5] IRCCS Ist Ortoped Galeazzi, Hip Dept, I-20161 Milan, Italy
关键词
Design of experiment; Microvascular networks; Bone-mimicking; Oxygen distribution; ECM remodeling; Computational simulation; MESENCHYMAL STEM-CELLS; ENDOTHELIAL-CELLS; CAPILLARY MORPHOGENESIS; MICROVASCULAR NETWORKS; 3-DIMENSIONAL TISSUES; COLLAGEN MATRICES; CULTURE-MEDIUM; BLOOD-VESSELS; CANCER-CELLS; ANGIOGENESIS;
D O I
10.1016/j.biomaterials.2015.10.057
中图分类号
R318 [生物医学工程];
学科分类号
100103 [病原生物学];
摘要
The generation of functional, vascularized tissues is a key challenge for both tissue engineering applications and the development of advanced in vitro models analyzing interactions among circulating cells, endothelium and organ-specific microenvironments. Since vascularization is a complex process guided by multiple synergic factors, it is critical to analyze the specific role that different experimental parameters play in the generation of physiological tissues. Our goals were to design a novel meso-scale model bridging the gap between microfluidic and macro-scale studies, and high-throughput screen the effects of multiple variables on the vascularization of bone-mimicking tissues. We investigated the influence of endothelial cell (EC) density (3-5 Mcells/ml), cell ratio among ECs, mesenchymal stem cells (MSCs) and osteo-differentiated MSCs (1:1:0, 10:1:0, 10:1:1), culture medium (endothelial, endothelial + angiopoietin-1, 1:1 endothelial/osteo), hydrogel type (100%fibrin, 60%fibrin+40%collagen), tissue geometry (2 x 2 x 2, 2 x 2 x 5 mm(3)). We optimized the geometry and oxygen gradient inside hydrogels through computational simulations and we analyzed microvascular network features including total network length/area and vascular branch number/length. Particularly, we employed the "Design of Experiment" statistical approach to identify key differences among experimental conditions. We combined the generation of 3D functional tissue units with the fine control over the local microenvironment (e.g. oxygen gradients), and developed an effective strategy to enable the high-throughput screening of multiple experimental parameters. Our approach allowed to identify synergic correlations among critical parameters driving microvascular network development within a bone-mimicking environment and could be translated to any vascularized tissue. (c) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:157 / 172
页数:16
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