Screening of Additive Manufactured Scaffolds Designs for Triple Negative Breast Cancer 3D Cell Culture and Stem-Like Expansion
Abstract
:1. Introduction
2. Results
2.1. PLA Scaffolds Production and Characterization
2.2. Cell Proliferation Assay
2.2.1. Selecting the Optimal Values for Each Parameter Tested
2.2.2. Selected Value Verification and Final Selection of the Optimal Designs
2.3. Aldehyde Dehydrogenase Activity
3. Discussion
4. Materials and Methods
4.1. Scaffolds Design and Manufacture Process
4.2. Design of Experiment
4.3. Material
4.4. Cell Line
4.5. Three-Dimensional Cell Culture
4.6. Scaffold Dimensional Characterization
4.7. Cell Proliferation Assay
4.8. Aldefluor Assay
4.9. Statistical Analysis
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Abbreviations
2D | Two-dimensional |
3D | Three-dimensional |
ALDH | Aldehyde Dehydrogenase |
AM | Additive Manufacturing |
BCSC | Breast cancer stem cell |
CAD | Computer-aided design |
CAM | Computer-aided manufacturing |
CSC | Cancer stem cell |
DMEM | Dulbecco’s modified eagle’s medium |
ECM | Extracellular matrix |
FBS | Fetal bovine serum |
FFF | Fused filament fabrication |
MTT | 3-(4,5-dimethylthiazolyl-2)-2,5-diphenyltetrazolium bromide |
PBS | Phosphate-buffered saline |
PCL | Poly(ε-caprolactone) |
PLA | Poly (lactic acid) |
SS | Selected scaffold |
STL | Stereolithography |
TNBC | Triple negative breast cancer |
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Configuration | Layer Height (mm) | Infill Density (%) | Infill Pattern | Infill Direction (°) | Flow (%) |
---|---|---|---|---|---|
1 | 0.10 | 50 | Zigzag | 45 | 80 |
2 | 0.10 | 50 | Zigzag | 45 | 90 |
3 | 0.10 | 50 | Zigzag | 45 | 100 |
4 | 0.10 | 60 | Grid | 60 | 80 |
5 | 0.10 | 60 | Grid | 60 | 90 |
6 | 0.10 | 60 | Grid | 60 | 100 |
7 | 0.10 | 70 | Triangles | 90 | 80 |
8 | 0.10 | 70 | Triangles | 90 | 90 |
9 | 0.10 | 70 | Triangles | 90 | 100 |
10 | 0.15 | 50 | Grid | 90 | 80 |
11 | 0.15 | 50 | Grid | 90 | 90 |
12 | 0.15 | 50 | Grid | 90 | 100 |
13 | 0.15 | 60 | Triangles | 45 | 80 |
14 | 0.15 | 60 | Triangles | 45 | 90 |
15 | 0.15 | 60 | Triangles | 45 | 100 |
16 | 0.15 | 70 | Zigzag | 60 | 80 |
17 | 0.15 | 70 | Zigzag | 60 | 90 |
18 | 0.15 | 70 | Zigzag | 60 | 100 |
19 | 0.20 | 50 | Triangles | 60 | 80 |
20 | 0.20 | 50 | Triangles | 60 | 90 |
21 | 0.20 | 50 | Triangles | 60 | 100 |
22 | 0.20 | 60 | Zigzag | 90 | 80 |
23 | 0.20 | 60 | Zigzag | 90 | 90 |
24 | 0.20 | 60 | Zigzag | 90 | 100 |
25 | 0.20 | 70 | Grid | 45 | 80 |
26 | 0.20 | 70 | Grid | 45 | 90 |
27 | 0.20 | 70 | Grid | 45 | 100 |
Configuration | Pore Area (mm2) | Filament Diameter (mm) |
---|---|---|
1 | 0.353 ± 0.010 | 0.243 ± 0.006 |
2 | 0.337 ± 0.009 | 0.301 ± 0.009 |
3 | 0.301 ± 0.006 | 0.331 ± 0.007 |
4 | 0.402 ± 0.025 (Irregular Pores; From 0.055 to 0.753) | 0.287 ± 0.007 |
5 | 0.384 ± 0.032 (Irregular Pores; From 0.065 to 0.794) | 0.294 ± 0.010 |
6 | 0.361 ± 0.031 (Irregular Pores; From 0.047 to 0.748) | 0.338 ± 0.012 |
7 | 0.263 ± 0.021 (Irregular Pores; From 0.029 to 0.550) | 0.348 ± 0.011 |
8 | 0.240 ± 0.017 (Irregular Pores; From 0.081 to 0.505) | 0.359 ± 0.010 |
9 | 0.197 ± 0.018 (Irregular Pores; From 0.044 to 0.546) | 0.367 ± 0.007 |
10 | 1.376 ± 0.013 | 0.298 ± 0.008 |
11 | 1.322 ± 0.009 | 0.341 ± 0.007 |
12 | 1.216 ± 0.010 | 0.378 ± 0.008 |
13 | 0.365 ± 0.034 (Irregular Pores; From 0.065 to 0.825) | 0.334 ± 0.013 |
14 | 0.335 ± 0.031 (Irregular Pores; From 0.054 to 0.786) | 0.354 ± 0.015 |
15 | 0.296 ± 0.032 (Irregular Pores; From 0.054 to 0.715) | 0.370 ± 0.011 |
16 | 0.074 ± 0.002 | 0.332 ± 0.007 |
17 | 0.069 ± 0.002 | 0.348 ± 0.007 |
18 | 0.041 ± 0.002 | 0.408 ± 0.007 |
19 | 1.736 ± 0.029 | 0.329 ± 0.007 |
20 | 1.714 ± 0.027 | 0.340 ± 0.004 |
21 | 1.611 ± 0.025 | 0.374 ± 0.008 |
22 | 0.125 ± 0.003 | 0.295 ± 0.005 |
23 | 0.098 ± 0.002 | 0.312 ± 0.005 |
24 | 0.090 ± 0.002 | 0.338 ± 0.005 |
25 | 0.202 ± 0.019 (Irregular Pores; From 0.039 to 0.437) | 0.364 ± 0.011 |
26 | 0.187 ± 0.018 (Irregular Pores; From 0.029 to 0.390) | 0.373 ± 0.014 |
27 | 0.180 ± 0.016 (Irregular Pores; From 0.046 to 0.381) | 0.394 ± 0.014 |
Configuration | Selected Values | Pore Area (mm2) | Filament Diameter (mm) | Microscopic Image |
---|---|---|---|---|
SS1 | Layer Height: 0.2 mm Infill Density: 70% Infill Pattern: Zigzag Infill Direction: 45° Flow: 100% | 0.054 ± 0.002 | 0.483 ± 0.009 | |
SS2 | Layer Height: 0.2 mm Infill Density: 70% Infill Pattern: Triangles Infill Direction: 45° Flow: 100% | 0.224 ± 0.020 (Irregular pores; From 0.041 to 0.491) | 0.387 ± 0.010 |
Parameter | Tested Values |
---|---|
Layer Height | 0.1, 0.15 and 0.2 mm |
Infill Density | 50, 60 and 70% |
Infill Pattern | Grid, Triangles and Zigzag |
Infill Direction | 45, 60 and 90° |
Flow | 80, 90 and 100% |
Material(#) | Molecular Weight (g/mol) | Young’s Modulus (MPa) | Strain at Break (%) | Degradation Time (Months) |
---|---|---|---|---|
PLA | 30,000 | 108 | 3.5 | ≈12 |
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Polonio-Alcalá, E.; Rabionet, M.; Guerra, A.J.; Yeste, M.; Ciurana, J.; Puig, T. Screening of Additive Manufactured Scaffolds Designs for Triple Negative Breast Cancer 3D Cell Culture and Stem-Like Expansion. Int. J. Mol. Sci. 2018, 19, 3148. https://doi.org/10.3390/ijms19103148
Polonio-Alcalá E, Rabionet M, Guerra AJ, Yeste M, Ciurana J, Puig T. Screening of Additive Manufactured Scaffolds Designs for Triple Negative Breast Cancer 3D Cell Culture and Stem-Like Expansion. International Journal of Molecular Sciences. 2018; 19(10):3148. https://doi.org/10.3390/ijms19103148
Chicago/Turabian StylePolonio-Alcalá, Emma, Marc Rabionet, Antonio J. Guerra, Marc Yeste, Joaquim Ciurana, and Teresa Puig. 2018. "Screening of Additive Manufactured Scaffolds Designs for Triple Negative Breast Cancer 3D Cell Culture and Stem-Like Expansion" International Journal of Molecular Sciences 19, no. 10: 3148. https://doi.org/10.3390/ijms19103148