The authors wish to make a change to the published paper [1]. In Table 2 and Table 3, the units of Fiber Diameter have been changed from “µm” to “nm”. Also, in the footnotes of Tables 4 and 5, the units of Fiber Diameter have been changed from “µm” to “nm”. The mistake was due to the authors’ oversight. To avoid misleading readers, we would like to update the data in the article. The authors apologize for any inconvenience this may have caused.
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The properties of bacterial cellulose (BC) of interest for biomedical purposes at different fermentation conditions based on a Box–Behnken design for response surface methodology (RSM).
Independent Variables | Response—Dependent Variables | Desir | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
X1 |
X2 |
X3 |
Y1 |
Y2 |
Y3 |
Y4 |
Y5 |
Y6 |
||||||||
exp | pred ** | exp | pred ** | exp | pred ** | exp | pred ** | exp | pred ** | exp | pred ** | |||||
1 | 6 | 1 | dry | 1.68 ± 0.16 bc | 1.62 | 1.25 ± 0.5 bc | 1.11 | 4.95 ± 0.77 de | 5.63 | 7.61 ± 0.21 ab | 7.88 | 128.92 ± 30.37 b | 118.19 | 51.34 ± 6.99 a | 50.18 | 0.40 |
2 | 18 | 1 | dry | 2.67 ± 0.67 ab | 2.81 | 1.92 ± 0.89 ab | 1.89 | 3.68 ± 0.32 e | 5.36 | 10.34 ± 3.69 a | 9.85 | 139.34 ± 22.35 b | 142.08 | 41.40 ± 3.87 de | 42.40 | 0.48 |
3 | 12 | 3 | dry | 2.09 ± 0.15 ab | 1.93 | 0.99 ± 0.38 c | 1.50 | 12.78 ± 3.45 a | 10.28 | 10.04 ± 1.90 a | 8.86 | 117.86 ± 28.18 b | 133.85 | 46.00 ± 7.61 bcd | 46.33 | 0.57 |
4 | 6 | 5 | dry | 1.34 ± 0.15 c | 1.05 | 1.22 ± 0.6 bc | 1.11 | 9.12 ± 1.60 b | 8.88 | 7.08 ± 2.78 abc | 7.88 | 143.99 ± 36.54 a | 160.75 | 47.11 ± 8.77 abc | 47.82 | 0.41 |
5 | 18 | 5 | dry | 2.28 ± 0.23 ab | 2.23 | 2.12 ± 0.84 a | 1.89 | 8.25 ± 1.61 bcd | 8.61 | 9.22 ± 3.33 a | 9.85 | 209.39 ± 23.85 c | 184.64 | 45.78 ± 6.05 bcd | 44.90 | 0.53 |
6 | 6 | 1 | moist | 1.68 ± 0.16 bc | 1.62 | 2.47 ± 0.20 a | 2.52 | 5.93 ± 0.58 bcde | 3.81 | 3.02 ± 0.64 d | 2.45 | 16.03 ± 2.97 c | 13.26 | 49.30 ± 4.18 ab | 50.54 | 0.29 |
7 | 18 | 1 | moist | 2.67 ± 0.67 ab | 2.81 | 2.53 ± 0.28 a | 2.54 | 3.77 ± 1.76 e | 3.54 | 4.64 ± 0.32 bcd | 4.42 | 26.38 ± 15.22 c | 37.15 | 43.67 ± 4.19 cde | 42.75 | 0.41 |
8 | 12 | 3 | moist | 2.09 ± 0.15 ab | 1.93 | 2.68 ± 0.18 a | 2.53 | 5.97 ± 2.25 bcde | 8.46 | 2.91 ± 0.83 d | 3.44 | 21.59 ± 11.90 c | 5.60 | 45.49 ± 2.64 bcde | 44.83 | 0.54 |
9 | 6 | 5 | moist | 1.34 ± 0.15 c | 1.05 | 2.49 ± 0.38 a | 2.52 | 5.38 ± 1.95 cde | 7.06 | 2.61 ± 0.38 d | 2.45 | 12.44 ± 0.73 c | 9.18 | 45.12 ± 6.03 bcde | 44.48 | 0.36 |
10 | 18 | 5 | moist | 2.28 ± 0.23 ab | 2.23 | 2.47 ± 0.08 a | 2.54 | 8.60 ± 2.81 bc | 6.79 | 4.00 ± 0.55 cd | 4.42 | 21.82 ± 2.47 c | 33.07 | 40.60 ± 4.99 e | 41.56 | 0.57 |
p-value *** | 0.992 | 0.824 | 0.853 | 0.897 | 0.971 | 0.912 |
Where exp—experimental values; pred—values predicted by the RSM model; desir—overall desirability (0…1); *—the thickness was measured for the entire batch, before drying (n = 6); ** the predicted value resulted from the model optimizing the BC properties; *** Mann–Whitney two-tailed test (α = 0.001) of the experimental data versus the values predicted by the model optimizing the BC properties. Note: The data are presented as mean ± SD. Different letters (a–e within the same column show significant differences among the samples (Fisher (LSD), p < 0.05).
Model parameters (coded coefficients), p values, and goodness-of-fit statistics obtained by response surface methodology (RSM) for each of the 6 response variables (Yi).
Y1 |
Y2 |
Y3 |
Y4 |
Y5 |
Y6 |
Desirability | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
coef | p | coef | p | coef | p | coef | p | coef | p | coef | p | coef | p | ||
intercept | b0 | 1.926 *** | 0.000 | 2.013 *** | 0.000 | 9.370 *** | 0.000 | 6.149 *** | 0.000 | 69.720 *** | 0.000 | 45.580 *** | 0.000 | 0.553 *** | 0.000 |
linear | b1 | 0.591 *** | 0.002 | 0.203 * | 0.054 | −0.135 | 0.793 | 0.985 ** | 0.012 | 11.940 ** | 0.025 | −2.677 *** | 0.000 | 0.066 *** | 0.000 |
b2 | −0.289 *** | 0.000 | NA | NA | 1.627 *** | 0.004 | NA | NA | 9.620 * | 0.066 | −0.889 * | 0.132 | 0.0339 *** | 0.000 | |
b3 (dry) | NA | NA | −0.514 *** | 0.000 | 0.911 * | 0.056 | 2.711 *** | 0.000 | 64.120 *** | 0.000 | 0.747 | 0.156 | 0.0216 *** | 0.000 | |
interaction | b12 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | 1.215 ** | 0.044 | 0.0166 *** | 0.000 |
b13 | NA | NA | 0.191 * | 0.068 | NA | NA | NA | NA | NA | NA | NA | NA | −0.017 *** | 0.000 | |
b23 | NA | NA | NA | NA | NA | NA | NA | NA | 11.660 ** | 0.028 | 0.924 * | 0.118 | −0.0219 *** | 0.000 | |
square | b11 | NA | NA | NA | NA | −3.16 * | 0.010 | NA | NA | NA | NA | NA | NA | NA | NA |
b22 | NA | NA | NA | NA | NA | NA | NA | NA | 17.600 * | 0.129 | NA | NA | −0.123 *** | 0.000 | |
b33 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | |
R2 | 0.70 | - | 0.61 | - | 0.47 | - | 0.73 | - | 0.90 | - | 0.59 | - | 0.995 | - | |
Lack-of-fit | - | 0.954 | - | 0.638 | - | 0.455 | - | 0.886 | - | 0.440 | - | 0.590 | - | - | |
The model | - | 0.000 | - | 0.000 | - | 0.003 | - | 0.000 | - | 0.000 | - | 0.000 | - | 0.000 |
Note: The explanatory variables were coef—coded coefficients, X1: harvest (d), X2: inoculum volume (mL), X3: membrane type. A stepwise selection of terms was used with α ≤ 0.15 for a hierarchical model; NA—not applicable, the parameter was removed from the model. * significant at p < 0.15, ** significant at p < 0.05, *** significant at p < 0.01.
Reference
1. Bodea, I.M.; Beteg, F.I.; Pop, C.R.; David, A.P.; Dudescu, M.C.; Vilău, C.; Stănilă, A.; Rotar, A.M.; Cătunescu, G.M. Optimization of Moist and Oven-Dried Bacterial Cellulose Production for Functional Properties. Polymers; 2021; 13, 2088. [DOI: https://dx.doi.org/10.3390/polym13132088] [PubMed: https://www.ncbi.nlm.nih.gov/pubmed/34202870]
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1 Department of Preclinical and Clinical Sciences, Faculty of Veterinary Medicine, University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca, 400372 Cluj-Napoca, Romania;
2 Department of Food Science, Faculty of Food Science and Technology, University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca, 400372 Cluj-Napoca, Romania;
3 Department of Technical and Soil Sciences, Faculty of Agriculture, University of Agricultural Science and Veterinary Medicine Cluj-Napoca, 400372 Cluj-Napoca, Romania;
4 Department of Mechanical Engineering, Technical University of Cluj-Napoca, 400114 Cluj-Napoca, Romania;