1. Background
2. Objectives
3. Materials and Methods
3.1. Culture of HepG2 Cells
3.2. Preparation of Fibrin Scaffolds
3.3. Optimization Procedure
3.4. Viability Assay
3.5. Function Assay
| Trials | Ca++, mol | Cell Number | Plasma/RPMI | Volume, µL | Urea Secretion, mg/dL | |||
|---|---|---|---|---|---|---|---|---|
| Day 5 | Day 10 | |||||||
| Measured | Predicted | Measured | Predicted | |||||
| 1 | -1 (0.1) | 0 (2 × 104) | -1 (1:4) | 0 (750) | 14.30 | 14.09 | 15.50 | 15.49 |
| 2 | -1 (0.1) | 0 (2 × 104) | 1 (4:1) | 0 (750) | 13.10 | 13.16 | 10.80 | 10.50 |
| 3 | 1 (0.2) | 1 (1 × 105) | 0 (4:1) | 0 (750) | 17.80 | 17.94 | 20.25 | 21.18 |
| 4 | 0 (0.15) | 0 (2 × 104) | 0 (4:1) | 0 (750) | 15.50 | 15.63 | 16.30 | 16.36 |
| 5 | -1 (0.1) | 1 (1 × 105) | 0 (1:1) | 0 (750) | 15.30 | 15.05 | 17.30 | 16.93 |
| 6 | -1 (0.1) | 0 (2 × 104) | 0 (1:1) | 1 (1000) | 13.00 | 13.38 | 13.50 | 13.67 |
| 7 | 1 (0.2) | 0 (2 × 104) | 0 (1:1) | -1 (500) | 15.00 | 14.78 | 16.10 | 16.35 |
| 8 | 0 (0.15) | 0 (2 × 104) | -1 (1:4) | -1 (500) | 18.20 | 17.89 | 16.50 | 16.59 |
| 9 | 1 (0.2) | 0 (2 × 104) | 1 (4:1) | 0 (750) | 12.90 | 13.06 | 15.00 | 14.27 |
| 10 | 1 (0.2) | -1 (2 × 103) | 0 (1:1) | 0 (750) | 13.21 | 13.32 | 12.50 | 13.16 |
| 11 | 0 (0.15) | -1 (2 × 103) | -1 (1:4) | 0 (750) | 15.30 | 15.64 | 14.75 | 15.31 |
| 12 | 0 (0.15) | 0 (2 × 105) | 1 (4:1) | -1 (500) | 13.10 | 13.31 | 11.80 | 13.10 |
| 13 | 0 (0.15) | 1 (1 × 105) | 0 (1:1) | 1 (1000) | 17.40 | 17.19 | 16.90 | 17.30 |
| 14 | 0 (0.15) | 0 (2 × 104) | 1 (4:1) | 1 (1000) | 15.29 | 15.46 | 12.50 | 12.70 |
| 15 | 0 (0.15) | 1 (1 × 105) | 0 (1:1) | -1 (500) | 18.50 | 18.36 | 23.50 | 21.85 |
| 16 | 0 (0.15) | -1 (2 × 103) | 0 (1:1) | -1 (500) | 13.70 | 13.86 | 13.50 | 12.35 |
| 17 | 0 (0.15) | 0 (2 × 104) | 0 (1:1) | 0 (750) | 15.70 | 15.63 | 16.60 | 16.36 |
| 18 | 0 (0.15) | -1 (2 × 103) | 0 (1:1) | 1 (1000) | 15.15 | 15.24 | 14.50 | 15.40 |
| 19 | -1 (0.1) | -1 (2 × 103) | 0 (1:1) | 0 (750) | 13.50 | 13.22 | 14.20 | 13.56 |
| 20 | -1 (0.1) | 0 (2 × 104) | 0 (1:1) | -1 (500) | 14.00 | 14.28 | 12.50 | 13.62 |
| 21 | 0 (0.15) | 0 (2 × 104) | 0 (1:1) | 0 (750) | 15.70 | 15.63 | 16.20 | 16.36 |
| 22 | 1 (0.2) | 0 (2 × 105) | 0 (1:1) | 1 (1000) | 16.00 | 15.88 | 15.50 | 14.80 |
| 23 | 0 (0.15) | -1 (2 × 103) | 1 (4:1) | 0 (750) | 13.50 | 13.05 | 11.50 | 11.14 |
| 24 | 1 (0.2) | 0 (2 × 105) | -1 (1:4) | 0 (750) | 17.30 | 17.19 | 16.00 | 15.56 |
| 25 | 0 (0.15) | 0 (2 × 105) | -1 (1:4) | 1 (1000) | 16.30 | 15.95 | 16.50 | 15.49 |
| 26 | 0 (0.15) | 1 (1 × 105) | -1 (1:4) | 0 (750) | 18.20 | 18.81 | 19.20 | 19.98 |
| 27 | 0 (0.15) | 1 (1 × 105) | 1 (4:1) | 0 (750) | 16.50 | 16.32 | 18.00 | 17.86 |
a The values in parenthesis are the levels of coded variables.
4. Results
4.1. Morphological Characteristics of HepG2 Cells Grown on Alternative Substrates
4.2. Fibrin Gel Appearance
4.3. Determination of Optimal Fibrin Scaffold Components
| Variable | Coefficient | SE-Coefficient | t | P Value |
|---|---|---|---|---|
| Constant | 15.6333 | 0.2159 | 72.395 | 0.000 |
| X1 | 0.7508 | 0.1080 | 6.954 | 0.000 |
| X2 | 1.6117 | 0.1080 | 14.927 | 0.000 |
| X3 | -1.2675 | 0.1080 | -11.739 | 0.000 |
| X4 | 0.0533 | 0.1080 | 0.494 | 0.630 |
| X12 | -1.1633 | 0.1620 | -7.183 | 0.000 |
| X22 | 0.4179 | 0.1620 | 2.580 | 0.024 |
| X32 | -0.0908 | 0.1620 | -0.561 | 0.585 |
| X42 | 0.1154 | 0.1620 | 0.713 | 0.490 |
| X1X2 | 0.6975 | 0.1870 | 3.730 | 0.003 |
| X1X3 | -0.8000 | 0.1870 | -4.278 | 0.001 |
| X1X4 | 0.5000 | 0.1870 | 2.674 | 0.020 |
| X2X3 | 0.0250 | 0.1870 | 0.134 | 0.896 |
| X2X4 | -0.6375 | 0.1870 | -3.409 | 0.005 |
| X3X4 | 1.0225 | 0.1870 | 5.467 | 0.000 |
| Variable | Coefficient | SE-Coefficient | T | P Value |
|---|---|---|---|---|
| Constant | 16.3667 | 0.6107 | 26.798 | 0.000 |
| X1 | 0.9625 | 0.3054 | 3.152 | 0.008 |
| X2 | 2.8500 | 0.3054 | 9.333 | 0.000 |
| X3 | -1.5708 | 0.3054 | -5.144 | 0.000 |
| X4 | -0.3750 | 0.3054 | -1228 | 0.243 |
| X12 | -1.1354 | 0.4581 | -2.479 | 0.029 |
| X22 | 0.9833 | 0.4581 | 2.147 | 0.053 |
| X32 | -1.2729 | 0.4581 | -2.779 | 0.017 |
| X42 | -0.6167 | 0.4581 | -1.346 | 0.203 |
| X1X2 | 1.1625 | 0.5289 | 2.198 | 0.048 |
| X1X3 | 0.9250 | 0.5289 | 1.749 | 0.106 |
| X1X4 | -0.4000 | 0.5289 | -0.756 | 0.464 |
| X2X3 | 0.5125 | 0.5289 | 0.969 | 0.352 |
| X2X4 | -1.9000 | 0.5289 | -3.592 | 0.004 |
| X3X4 | 0.1750 | 0.5289 | 0.331 | 0.746 |
| Source | DF b | Sum of Squares | Mean of Squares | F Value | P Value |
|---|---|---|---|---|---|
| Regression | 14 | 80.2674 | 5.7334 | 40.98 | 0.000 |
| Linear | 4 | 57.2475 | 14.3119 | 102.30 | 0.000 |
| Square | 4 | 11.7038 | 2.9259 | 20.91 | 0.000 |
| Interaction | 6 | 11.3162 | 1.8860 | 13.48 | 0.000 |
| Residual Error | 12 | 1.6788 | 0.1399 | ||
| Lack-of-Fit | 10 | 1.6521 | 0.1652 | 12.39 | 0.077 |
| Pure Error | 2 | 0.0267 | 0.0133 | ||
| Total | 26 | 81.9462 |
a Abbreviation: DF, degrees of freedom.
b Data are presented with R2 = 0.9795.
| Source | DF b | Sum of Squares | Mean of Squares | F Value | P Value |
|---|---|---|---|---|---|
| Regression | 14 | 193.462 | 13.8187 | 12.35 | 0.000 |
| Linear | 4 | 139.885 | 34.9711 | 31.25 | 0.000 |
| Square | 4 | 28.496 | 7.1240 | 6.37 | 0.005 |
| Interaction | 6 | 25.081 | 4.1802 | 3.74 | 0.025 |
| Residual Error | 12 | 13.429 | 1.1190 | ||
| Lack-of-Fit | 10 | 13.342 | 1.3342 | 30.79 | 0.075 |
| Pure Error | 2 | 0.087 | 0.0433 | ||
| Total | 26 | 206.890 |
a Abbreviation: DF, degrees of freedom.
b Data are presented with R2 = 0.9795.
