Optimization of Mechanical and Setting Properties in Acrylic Bone Cements Added with Graphene Oxide
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Experimental Design
2.3. Preparation of GO
2.4. Preparation of ABCs
2.5. Characterization of ABCs
2.5.1. Setting Properties
2.5.2. Mechanical Properties
3. Results and Discussion
3.1. Setting Properties
3.1.1. Maximum Temperature
3.1.2. Setting Time
3.2. Mechanical Properties
3.2.1. Compressive Properties
- Compressive strength
- Compressive modulus
3.2.2. Bending Properties
- Bending strength
- Bending modulus
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Factors | Levels |
---|---|
Sonication time (h) | 1 and 5 |
BPO/Solid ratio (wt.%) | 2 and 2.5 |
GO/Liquid ratio (wt.%) | 0, 0.1, 0.2, 0.3, and 0.5 |
Response Variables | |
Maximum temperature (Tmax), setting time (tset), compressive strength, compressive modulus, bending strength, and bending modulus |
Sonication Time * BPO /Solid Ratio * GO/Liquid Ratio | Mean (°C) | Grouping * | ||||||
---|---|---|---|---|---|---|---|---|
5-2.5-0.0 | 58.3 | A | ||||||
5-2.0-0.0 | 56.8 | A | B | |||||
1-2.0-0.2 | 55.8 | A | B | C | ||||
1-2.5-0.0 | 55.5 | A | B | C | ||||
5-2.5-0.1 | 54.8 | A | B | C | ||||
5-2.0-0.2 | 54.7 | A | B | C | ||||
1-2.0-0.0 | 54.5 | A | B | C | D | |||
5-2.5-0.3 | 54.2 | A | B | C | ||||
1-2.5-0.1 | 54.0 | A | B | C | ||||
1-2.5-0.2 | 53.8 | A | B | C | ||||
5-2.0-0.1 | 52.8 | A | B | C | D | |||
1-2.0-0.1 | 51.5 | B | C | D | E | |||
5-2.5-0.2 | 50.7 | C | D | E | ||||
5-2.5-0.5 | 50.5 | B | C | D | E | F | ||
1-2.0-0.3 | 49.5 | C | D | E | F | |||
1-2.5-0.5 | 47.3 | D | E | F | G | |||
1-2.0-0.5 | 46.0 | E | F | G | ||||
5-2.0-0.3 | 44.5 | F | G | |||||
1-2.5-0.3 | 43.5 | F | G | |||||
5-2.0-0.5 | 41.3 | G |
Sonication Time * BPO/Solid Ratio | Mean (s) | Grouping * | Sonication Time * GO/Liquid ratio | Mean (s) | Grouping * | |||||
---|---|---|---|---|---|---|---|---|---|---|
1-2.0 | 413 | A | 1-0.5 | 482 | A | |||||
1-2.5 | 393 | B | 5-0.5 | 460 | A | |||||
5-2.0 | 292 | B | 5-0.3 | 425 | B | |||||
5-2.5 | 386 | B | 1-0.3 | 420 | B | |||||
1-0.2 | 400 | B | C | |||||||
1-0.1 | 377 | C | D | |||||||
5-0.2 | 372 | D | ||||||||
5-0.1 | 355 | D | E | |||||||
1-0.0 | 336 | E | ||||||||
5-0.0 | 333 | E |
Sonication Time * BPO/Solid Ratio * GO/Liquid Ratio | Mean (MPa) | Grouping * | |||||||
---|---|---|---|---|---|---|---|---|---|
5-2.0-0.3 | 102.90 | A | |||||||
1-2.0-0.3 | 102.11 | A | |||||||
5-2.5-0.3 | 101.99 | A | B | ||||||
1-2.0-0.0 | 101.43 | A | B | C | |||||
5-2.0-0.0 | 101.43 | A | B | C | |||||
5-2.0-0.2 | 100.74 | A | B | C | D | ||||
1-2.5-0.3 | 99.75 | B | C | D | E | ||||
1-2.5-0.0 | 99.04 | C | D | E | F | ||||
5-2.5-0.0 | 99.04 | C | D | E | F | ||||
5-2.5-0.2 | 98.70 | D | E | F | |||||
1-2.0-0.1 | 98.52 | D | E | F | |||||
5-2.0-0.1 | 98.06 | E | F | ||||||
1-2.5-0.2 | 97.74 | E | F | G | |||||
5-2.5-0.5 | 97.69 | E | F | G | |||||
1-2.0-0.2 | 97.49 | E | F | G | |||||
1-2.5-0.1 | 97.25 | F | G | ||||||
5-2.5-0.1 | 97.08 | F | G | ||||||
5-2.0-0.5 | 97.00 | F | G | ||||||
1-2.5-0.5 | 95.62 | G | |||||||
1-2.0-0.5 | 89.71 | H |
Sonication Time * BPO /Solid Ratio * GO/Liquid Ratio | Mean (MPa) | Grouping * | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
1-2.5-0.3 | 1881.50 | A | ||||||||
1-2.5-0.5 | 1848.42 | A | B | |||||||
1-2.5-0.2 | 1826.75 | B | C | |||||||
1-2.0-0.3 | 1808.89 | B | C | D | ||||||
5-2.0-0.3 | 1799.82 | B | C | D | ||||||
1-2.0-0.5 | 1781.43 | C | D | E | ||||||
5-2.5-0.3 | 1779.85 | C | D | E | F | |||||
1-2.5-0.1 | 1760.27 | D | E | F | G | |||||
5-2.0-0.5 | 1759.19 | D | E | F | G | |||||
5-2.5-0.2 | 1738.15 | E | F | G | ||||||
5-2.0-0.2 | 1735.74 | E | F | G | ||||||
5-2.5-0.5 | 1730.38 | F | G | |||||||
1-2.0-0.1 | 1722.33 | G | ||||||||
1-2.0-0.2 | 1719.82 | G | ||||||||
5-2.5-0.1 | 1710.46 | G | H | |||||||
1-2.0-0.0 | 1657.98 | H | I | |||||||
5-2.0-0.0 | 1657.98 | H | I | |||||||
1-2.5-0.0 | 1657.62 | H | I | |||||||
5-2.5-0.0 | 1657.62 | H | I | |||||||
5-2.0-0.1 | 1618.39 | I |
Sonication Time * GO/Liquid Ratio | Mean | Grouping * | BPO/Solid Ratio * GO/Liquid Ratio | Mean | Grouping * | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
5-0.3 | 57.74 | A | 2.0-0.3 | 58.58 | A | ||||||
1-0.3 | 57.01 | A | B | 2.5-0.1 | 56.75 | A | |||||
1-0.1 | 55.10 | A | B | C | 2.5-0.3 | 56.17 | A | ||||
5-0.2 | 54.54 | A | B | C | 2.0-0.2 | 55.11 | A | B | |||
5-0.1 | 53.38 | A | B | C | 2.5-0.2 | 51.84 | B | C | |||
5-0.5 | 53.06 | B | C | 2.0-0.1 | 51.72 | B | C | ||||
1-0.2 | 52.41 | C | 2.0-0.5 | 48.67 | C | D | |||||
1-0.0 | 45.14 | D | 2.5-0.5 | 48.56 | C | D | |||||
5-0.0 | 45.14 | D | 2.0-0.0 | 45.91 | D | ||||||
1-0.5 | 44.17 | D | 2.5-0.0 | 44.37 | D |
Sonication Time * GO/Liquid Ratio | Mean (MPa) | Grouping * | BPO/Solid Ratio * GO/Liquid Ratio | Mean (MPa) | Grouping * | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
1-0.3 | 2690.23 | A | 2.5-0.3 | 2706.26 | A | |||||||
5-0.3 | 2651.86 | A | B | 2.0-0.3 | 2635.83 | B | ||||||
1-0.5 | 2595.33 | B | C | 2.5-0.2 | 2594.27 | B | C | |||||
5-0.2 | 2574.34 | C | D | 2.5-0.5 | 2583.08 | B | C | |||||
1-0.2 | 2568.70 | C | D | 2.0-0.1 | 2558.13 | C | D | |||||
1-0.1 | 2552.97 | C | D | 2.0-0.0 | 2556.24 | C | D | |||||
5-0.1 | 2543.64 | C | D | E | 2.0-0.2 | 2548.78 | C | D | ||||
1-0.0 | 2534.07 | C | D | E | 2.5-0.1 | 2538.47 | C | D | ||||
5-0.0 | 2521.01 | D | E | 2.0-0.5 | 2499.69 | D | ||||||
5-0.5 | 2487.44 | E | 2.5-0.0 | 2498.84 | D |
Sonication Time * BPO /Solid Ratio * GO/Liquid Ratio | Tmax | tset | Compressive Strength | Compressive Modulus | Bending Strength | Bending Modulus |
---|---|---|---|---|---|---|
5-2.0-0.3 | G | C | A | B | A | B |
1-2.0-0.3 | F | B | A | B | A | B |
5-2.5-0.3 | C | B | A | C | A | A |
1-2.5-0.3 | G | D | B | A | A | A |
1-2.5-0.1 | C | F | F | D | A | C |
5-2.5-0.1 | C | G | F | G | A | E |
5-2.0-0.2 | C | F | A | E | A | D |
1-2.0-0.2 | C | D | E | G | A | C |
1-2.0-0.1 | E | F | D | G | A | C |
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Ruiz Rojas, L.M.; Valencia Zapata, M.E.; Gordillo Suarez, M.; Advincula, R.; Grande-Tovar, C.D.; Mina Hernández, J.H. Optimization of Mechanical and Setting Properties in Acrylic Bone Cements Added with Graphene Oxide. Appl. Sci. 2021, 11, 5185. https://doi.org/10.3390/app11115185
Ruiz Rojas LM, Valencia Zapata ME, Gordillo Suarez M, Advincula R, Grande-Tovar CD, Mina Hernández JH. Optimization of Mechanical and Setting Properties in Acrylic Bone Cements Added with Graphene Oxide. Applied Sciences. 2021; 11(11):5185. https://doi.org/10.3390/app11115185
Chicago/Turabian StyleRuiz Rojas, Lina Marcela, Mayra Eliana Valencia Zapata, Marisol Gordillo Suarez, Rigoberto Advincula, Carlos David Grande-Tovar, and José Herminsul Mina Hernández. 2021. "Optimization of Mechanical and Setting Properties in Acrylic Bone Cements Added with Graphene Oxide" Applied Sciences 11, no. 11: 5185. https://doi.org/10.3390/app11115185