| Literature DB >> 27322222 |
Mihaela Violeta Ghica1, Mircea Hîrjău2, Dumitru Lupuleasa3, Cristina-Elena Dinu-Pîrvu4.
Abstract
The goal of this paper was to design several sodium carboxymethylcellulose hydrogels containing a BCS class II model drug and to evaluate their flow and thixotropic properties. The rheological measurements were performed at two temperatures (23 °C and 37 °C), using a rotational viscometer. The hydrogels were stirred at different time intervals (10 s, 2, 5, 10 and 20 min at 23 °C, and 10 s, 2 and 5 min at 37 °C), with a maximum rotational speed of 60 rpm, and the corresponding forward and backward rheograms were recorded as shear stress vs. shear rate. For all hydrogels, the rheological data obtained at both temperatures showed a decrease of viscosity with the increase of the shear rate, highlighting a pseudoplastic behaviour. The flow profiles viscosity vs. shear rate were quantified through power law model, meanwhile the flow curves shear stress vs. shear rate were assessed by applying the Herschel-Bulkley model. The thixotropic character was evaluated through different descriptors: thixotropic area, thixotropic index, thixotropic constant and destructuration thixotropic coefficient. The gel-forming polymer concentration and the rheological experiments temperature significantly influence the flow and thixotropic parameters values of the designed hydrogels. The rheological characteristics described have an impact on the drug release microenvironment and determine the stasis time at the application site.Entities:
Keywords: flow parameters; hydrogel; rheological models; thixotropic descriptors
Mesh:
Substances:
Year: 2016 PMID: 27322222 PMCID: PMC6273008 DOI: 10.3390/molecules21060786
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Forward rheograms for hydrogels with minimum concentration of NaCMC analyzed at: (a) 23 °C; (b) 37 °C.
Figure 2Forward rheograms for hydrogels with maximum concentration of NaCMC analyzed at: (a) 23 °C; (b) 37 °C.
Determination coefficients (”R2”) values specific to different rheological models obtained in relation with forward rheograms for hydrogels tested at 23 °C and 37 °C.
| Hydrogel | H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 |
|---|---|---|---|---|---|---|---|---|
| Temperature 23 °C | ||||||||
| Ostwald-de Waele | 0.9939 | 0.9910 | 0.9919 | 0.9899 | 0.9981 | 0.9976 | 0.9969 | 0.9973 |
| Herschel-Bulkley | 0.9978 | 0.9956 | 0.9964 | 0.9955 | 0.9987 | 0.9985 | 0.9976 | 0.9981 |
| Bingham | 0.9667 | 0.9593 | 0.9667 | 0.9577 | 0.9529 | 0.9386 | 0.9345 | 0.9354 |
| Casson | 0.9931 | 0.9903 | 0.9920 | 0.9905 | 0.9894 | 0.9827 | 0.9801 | 0.9816 |
| Temperature 37 °C | ||||||||
| Ostwald-de Waele | 0.9923 | 0.9968 | 0.9957 | 0.9925 | 0.9990 | 0.9929 | 0.9947 | 0.9937 |
| Herschel-Bulkley | 0.9941 | 0.9991 | 0.9979 | 0.9957 | 0.9996 | 0.9942 | 0.9956 | 0.9953 |
| Bingham | 0.9720 | 0.9760 | 0.9775 | 0.9691 | 0.9740 | 0.9543 | 0.9587 | 0.9544 |
| Casson | 0.9898 | 0.9956 | 0.9950 | 0.9827 | 0.9939 | 0.9862 | 0.9879 | 0.9872 |
Herschel-Bulkley parameters obtained in relation with forward rheograms for hydrogels tested at 23 °C and 37 °C.
| Hydrogel | H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 |
|---|---|---|---|---|---|---|---|---|
| Temperature 23 °C | ||||||||
| τ0 (Pa) | 1.299 | 2.354 | 1.935 | 3.049 | 3.336 | 5.889 | 4.597 | 6.850 |
| K (Pa·sn) | 3.045 | 4.988 | 4.172 | 5.729 | 26.805 | 36.202 | 35.131 | 42.701 |
| n | 0.612 | 0.579 | 0.624 | 0.565 | 0.555 | 0.490 | 0.482 | 0.472 |
| Temperature 37 °C | ||||||||
| τ0 (Pa) | 0.539 | 0.881 | 0.753 | 1.367 | 2.115 | 5.151 | 3.976 | 6.114 |
| K (Pa·sn) | 1.871 | 2.689 | 2.321 | 3.478 | 15.846 | 24.494 | 22.567 | 26.632 |
| n | 0.675 | 0.660 | 0.678 | 0.623 | 0.648 | 0.551 | 0.572 | 0.548 |
Figure 3Viscosity vs. shear rate for: (a) hydrogels with minimum concentration of NaCMC analyzed at 37 °C; (b) hydrogels with maximum concentration of NaCMC analyzed at 23 °C.
Power law model parameters obtained in relation with forward and backward rheograms for hydrogels tested at 23 °C.
| Hydrogel | H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 |
|---|---|---|---|---|---|---|---|---|
| Forward rheogram | ||||||||
| m | 4.779 | 8.221 | 6.897 | 9.767 | 31.340 | 44.777 | 42.381 | 52.903 |
| n | 0.531 | 0.524 | 0.538 | 0.559 | 0.529 | 0.547 | 0.534 | 0.553 |
| R2 | 0.9871 | 0.9772 | 0.9852 | 0.9853 | 0.9888 | 0.9941 | 0.9929 | 0.9908 |
| Backward rheogram (10 s) | ||||||||
| m | 3.138 | 5.608 | 4.432 | 6.583 | 24.391 | 34.438 | 32.881 | 37.856 |
| n | 0.438 | 0.448 | 0.374 | 0.457 | 0.441 | 0.521 | 0.503 | 0.444 |
| R2 | 0.9718 | 0.9947 | 0.9956 | 0.9971 | 0.9949 | 0.9927 | 0.9871 | 0.9739 |
| Backward rheogram (2 min) | ||||||||
| m | 2.974 | 5.456 | 4.281 | 6.342 | 24.005 | 33.902 | 29.316 | 36.747 |
| n | 0.442 | 0.450 | 0.380 | 0.466 | 0.446 | 0.528 | 0.462 | 0.449 |
| R2 | 0.9701 | 0.9943 | 0.9938 | 0.9953 | 0.9946 | 0.9923 | 0.9985 | 0.9777 |
| Backward rheogram (5 min) | ||||||||
| m | 2.841 | 5.325 | 4.160 | 6.207 | 23.548 | 33.305 | 27.279 | 36.137 |
| n | 0.455 | 0.460 | 0.381 | 0.471 | 0.456 | 0.538 | 0.457 | 0.456 |
| R2 | 0.9664 | 0.9935 | 0.9908 | 0.9944 | 0.9901 | 0.9917 | 0.9947 | 0.9732 |
| Backward rheogram (10 min) | ||||||||
| m | 2.739 | 5.122 | 4.083 | 6.124 | 23.364 | 32.593 | 26.667 | 32.099 |
| n | 0.471 | 0.491 | 0.406 | 0.479 | 0.466 | 0.549 | 0.462 | 0.399 |
| 0.9615 | 0.9730 | 0.9912 | 0.9923 | 0.9886 | 0.9902 | 0.9940 | 0.9722 | |
| Backward rheogram (20 min) | ||||||||
| m | 2.739 | 5.122 | 4.083 | 6.124 | 22.980 | 32.225 | 26.415 | 31.097 |
| n | 0.471 | 0.491 | 0.406 | 0.479 | 0.466 | 0.552 | 0.461 | 0.411 |
| R2 | 0.9615 | 0.9730 | 0.9912 | 0.9923 | 0.9858 | 0.9906 | 0.9932 | 0.9783 |
Power law model parameters obtained in relation with forward and backward rheograms for hydrogels tested at 37 °C.
| Hydrogel | H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 |
|---|---|---|---|---|---|---|---|---|
| Forward rheogram | ||||||||
| m | 2.646 | 3.870 | 3.330 | 4.832 | 18.782 | 32.683 | 28.822 | 36.119 |
| n | 0.464 | 0.492 | 0.464 | 0.527 | 0.448 | 0.431 | 0.414 | 0.459 |
| R2 | 0.9811 | 0.9841 | 0.9917 | 0.9925 | 0.9917 | 0.9708 | 0.9737 | 0.9780 |
| Backward rheogram (10 s) | ||||||||
| m | 2.106 | 2.910 | 2.468 | 3.563 | 15.576 | 21.533 | 20.015 | 24.273 |
| n | 0.424 | 0.421 | 0.383 | 0.406 | 0.417 | 0.434 | 0.419 | 0.435 |
| R2 | 0.9754 | 0.9814 | 0.9845 | 0.9819 | 0.9804 | 0.9941 | 0.9936 | 0.9892 |
| Backward rheogram (2 min) | ||||||||
| m | 1.994 | 2.732 | 2.366 | 3.412 | 14.976 | 20.856 | 19.525 | 23.582 |
| n | 0.444 | 0.431 | 0.401 | 0.417 | 0.423 | 0.434 | 0.432 | 0.446 |
| R2 | 0.9639 | 0.9721 | 0.9823 | 0.9761 | 0.9709 | 0.9911 | 0.9888 | 0.9867 |
| Backward rheogram (5 min) | ||||||||
| m | 1.994 | 2.702 | 2.201 | 3.266 | 14.523 | 20.330 | 18.980 | 22.859 |
| n | 0.444 | 0.432 | 0.365 | 0.418 | 0.437 | 0.442 | 0.443 | 0.440 |
| R2 | 0.9639 | 0.9672 | 0.9820 | 0.9718 | 0.9649 | 0.9873 | 0.9852 | 0.983 |
Thixotropic parameters for hydrogels H1–H8 tested at 23 °C.
| Hydrogel | H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 |
|---|---|---|---|---|---|---|---|---|
| Sfwd a,* | 270.299 | 416.471 | 386.745 | 468.170 | 1446.689 | 1720.449 | 1632.662 | 1943.896 |
| Sbw b,* (10 s) | 254.957 | 388.275 | 362.508 | 434.686 | 1330.407 | 1570.059 | 1491.434 | 1766.209 |
| Sthix c,* (10 s) | 15.342 | 28.196 | 24.237 | 33.484 | 116.282 | 150.390 | 141.228 | 177.687 |
| Thyst% d (10 s) | 5.676 | 6.770 | 6.267 | 7.152 | 8.038 | 8.741 | 8.650 | 9.141 |
| Sbw e,* (2 min) | 237.573 | 370.918 | 344.931 | 412.038 | 1301.555 | 1539.071 | 1461.101 | 1711.646 |
| Sthix f,* (2 min) | 32.726 | 45.553 | 41.814 | 56.132 | 145.134 | 181.378 | 171.561 | 232.250 |
| Thyst% g (2 min) | 12.107 | 10.937 | 10.811 | 11.989 | 10.032 | 10.542 | 10.508 | 11.947 |
| Sbw h,* (5 min) | 220.221 | 362.004 | 336.270 | 394.681 | 1273.475 | 1497.124 | 1404.879 | 1649.921 |
| Sthix i,* (5 min) | 50.078 | 54.467 | 50.4758 | 73.489 | 173.214 | 223.325 | 227.783 | 293.975 |
| Thyst% j (5 min) | 18.527 | 13.078 | 13.051 | 15.697 | 11.973 | 12.981 | 13.951 | 15.123 |
| Sbw k,* (10 min) | 211.563 | 342.839 | 318.686 | 377.426 | 1248.342 | 1447.025 | 1361.398 | 1588.079 |
| Sthix l,* (10 min) | 58.736 | 73.632 | 68.059 | 90.744 | 198.347 | 273.424 | 271.264 | 355.817 |
| Thyst% m (10 min) | 21.730 | 17.679 | 17.598 | 19.382 | 13.710 | 15.892 | 16.614 | 18.304 |
| Sbw n,* (20 min) | 211.563 | 342.839 | 318.686 | 377.426 | 1226.898 | 1427.615 | 1350.789 | 1545.026 |
| Sthix o,* (20 min) | 58.736 | 73.632 | 68.059 | 90.744 | 219.791 | 292.834 | 281.873 | 398.870 |
| Thyst% p (20 min) | 21.730 | 17.679 | 17.598 | 19.382 | 15.192 | 17.021 | 17.264 | 20.519 |
| C r,** | 0.573 | 0.619 | 0.599 | 0.676 | 1.209 | 0.819 | 0.801 | 0.616 |
| R s | 0.9931 | 0.9828 | 0.9865 | 0.9900 | 0.9643 | 0.9598 | 0.9662 | 0.9714 |
| B t (2 min) | 0.684 | 0.684 | 0.684 | 0.684 | 1.127 | 0.563 | 0.563 | 1.127 |
| B u (5 min) | 0.999 | 0.499 | 0.499 | 0.999 | 1.646 | 1.235 | 1.646 | 1.646 |
| B v (10 min) | 0.830 | 0.830 | 0.830 | 1.245 | 1.709 | 2.393 | 2.393 | 2.735 |
| B z (20 min) | 0.710 | 0.710 | 0.710 | 1.065 | 1.754 | 2.339 | 2.339 | 2.924 |
Symbol key: a—The area under forward curve; b—The area under backward curve (10 s of stirring at maximum rotational speed of 60 rpm); c—The thixotropy area (10 s); d—The thixotropy index (10 s), e—The area under backward curve (2 min of stirring); f—The thixotropy area (2 min); g—The thixotropy index (2 min), h—The area under backward curve (5 min of stirring); i—Thixotropy area (5 min); j—The thixotropy index (5 min); k—Area under backward curve (10 min of stirring); l—The thixotropy area (10 min); m—The thixotropy index (10 min), n—the area under backward curve (20 min of stirring); o—The thixotropy area (20 min); p—The thixotropy index (20 min); r—The thixotropy constant; s—The correlation coefficient; t, u, v, z—The thixotropic destructuration coefficients computed for a rotational speed of 50 rpm (the first step on the backward curve following the one corresponding to the maximum rotational speed of 60 rpm) after 2 min, 5 min, 10 min and 20 min respectively; *—Measuring unit for forward, backward and thixotropy areas (Pa∙s−1); **—Measuring unit for thixotropy constant “c” (min−1/2).
Thixotropic parameters for hydrogels H1–H8 tested at 37 °C.
| Hydrogel | H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 |
|---|---|---|---|---|---|---|---|---|
| Sfwd a,* | 188.348 | 259.634 | 233.769 | 309.572 | 1040.031 | 1325.405 | 1267.256 | 1441.454 |
| Sbw b,* (10 s) | 178.495 | 243.143 | 220.748 | 289.547 | 960.440 | 1214.052 | 1165.378 | 1312.957 |
| Sthix c,* (10 s) | 9.853 | 16.491 | 13.021 | 20.025 | 79.591 | 111.353 | 101.878 | 128.497 |
| Thyst% d (10 s) | 5.231 | 6.352 | 5.570 | 6.468 | 7.653 | 8.401 | 8.039 | 8.914 |
| Sbw e,* (2 min) | 169.791 | 225.508 | 203.421 | 271.959 | 937.669 | 1188.892 | 1137.027 | 1284.903 |
| Sthix f,* (2 min) | 18.557 | 34.126 | 30.348 | 37.613 | 102.362 | 136.513 | 130.229 | 156.551 |
| Thyst% g (2 min) | 9.852 | 13.144 | 12.982 | 12.150 | 9.842 | 10.299 | 10.276 | 10.860 |
| Sbw h,* (5 min) | 169.791 | 223.365 | 200.343 | 263.257 | 902.030 | 1135.246 | 1091.870 | 1249.791 |
| Sthix i,* (5 min) | 18.557 | 36.269 | 33.426 | 46.315 | 138.001 | 190.159 | 175.386 | 191.663 |
| Thyst% j (5 min) | 9.852 | 13.969 | 14.298 | 14.961 | 13.268 | 14.347 | 13.839 | 13.296 |
| B t (2 min) | 0.000 | 0.684 | 0.684 | 0.684 | 0.563 | 1.127 | 1.127 | 0.563 |
| B u (5 min) | 0.000 | 0.499 | 0.499 | 0.499 | 1.235 | 2.058 | 2.058 | 1.235 |
Symbol key: See footnotes of Table 5.
Figure 4(a) Sbw(t) values vs. different stirring times at maximum rotational speed for hydrogels H1-H8 analyzed at: (a) 23 °C; (b) 37 °C.
Figure 5(a) Thixotropy area values vs. different stirring times at maximum rotational speed for hydrogels H1–H8 analyzed at: (a) 23 °C; (b) 37 °C.
Figure 6(a) Forward and backward (10 s) rheograms for hydrogel H2 tested at 23 °C and 37 °C; (b) forward and backward rheograms for hydrogel H8 tested at 23 °C (10 s, 2 min, 5 min, 10 min, 20 min).
Composition of the designed hydrogels.
| Hydrogel 1 | H1 | H2 | H3 | H4 | H5 | H6 | H7 | H8 |
|---|---|---|---|---|---|---|---|---|
| IND | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| NaCMC | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 |
| PEG 400 | 10 | 10 | 20 | 20 | 10 | 10 | 20 | 20 |
| PEG 1000 | 10 | 20 | 10 | 20 | 10 | 20 | 10 | 20 |
1 The amounts of all components are reported with respect to 100 g hydrogel.