| Literature DB >> 30546004 |
Nina Qu1,2, Dandan Shi1, Mengmeng Shang1, Sujuan Duan1, Lu Guo1, Song Ning1, Jie Li1.
Abstract
BACKGROUND Ultrasound/microbubble (USMB)-mediated sonoporation is a new strategy with minimal procedural invasiveness for targeted and site-specific drug delivery to tumors. The purpose of this study was to explore the effect of different breast cancer cell lines on sonoporation efficiency, and then to identify an optimal combination of USMB parameters to maximize the sonoporation efficiency for each tumor cell line. MATERIAL AND METHODS Three drug-sensitive breast cell lines - MCF-7, MDA-MB-231, and MDA-MB-468 - and 1 multidrug resistance (MDR) cell line - MCF-7/ADR - were chosen. An orthogonal array experimental design approach based on 3 levels of 3 parameters (A: microbubble concentration, 10%, 20%, and 30%, B: sound intensity, 0.5, 1.0, and 1.5 W/cm², C: irradiation time, 30, 60, and 90 s) was employed to optimize the sonoporation efficiency. RESULTS The optimal USMB parameter combinations for different cell lines were diverse. Under optimal parameter combinations, the maximum sonoporation efficiency differences between different breast tumor cell lines were statistically significant (MDA-MB-231: 46.70±5.79%, MDA-MB-468: 53.44±5.69%, MCF-7: 59.88±5.53%, MCF-7/ADR: 65.39±4.01%, P<0.05), so were between drug-sensitive cell line and MDR cell line (MCF-7: 59.88±5.53%, MCF-7/ADR: 65.39±4.01%, p=0.026). CONCLUSIONS Different breast tumor cell lines have their own optimal sonoporation. Drug-resistant MCF-7/ADR cells had higher sonoporation efficiency than drug-sensitive MCF-7 cells. The molecular subtype of tumors should be considered when sonoporation is applied, and optimal parameter combination may have the potential to improve drug-delivery efficiency by increasing the sonoporation efficiency.Entities:
Mesh:
Year: 2018 PMID: 30546004 PMCID: PMC6302661 DOI: 10.12659/MSM.910790
Source DB: PubMed Journal: Med Sci Monit ISSN: 1234-1010
Levels and factors of orthogonal design.
| Level | Factors | ||
|---|---|---|---|
| Microbubble concentration (A), % | Sound intensity (B), W/cm2 | Irradiation time (C), s | |
| 1 | 10 | 0.5 | 30 |
| 2 | 20 | 1.0 | 60 |
| 3 | 30 | 1.5 | 90 |
Designing scheme of orthogonal experiment.
| Test no. | Factors | ||
|---|---|---|---|
| Microbubble concentration (A),% | Sound intensity (B), W/cm2 | Irradiation time (C), s | |
| 1 | 30 | 1.50 | 30.00 |
| 2 | 10 | 1.00 | 90.00 |
| 3 | 30 | 0.50 | 90.00 |
| 4 | 10 | 1.50 | 60.00 |
| 5 | 20 | 1.50 | 90.00 |
| 6 | 30 | 1.00 | 60.00 |
| 7 | 20 | 1.00 | 30.00 |
| 8 | 20 | 0.50 | 60.00 |
| 9 | 10 | 0.50 | 30.00 |
Intuitive analysis of sonoporation efficiency.
| Value | MDA-MB-231 | MDA-MB-468 | MCF-7 | MCF-7/ADR | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | B | C | A | B | C | A | B | C | A | B | C | |
| K1 | 130.81 | 114.04 | 133.59 | 118.63 | 86.21 | 111.43 | 108.30 | 101.87 | 120.26 | 140.60 | 105.88 | 142.28 |
| K2 | 138.31 | 110.05 | 118.45 | 112.13 | 129.83 | 117.04 | 126.98 | 115.71 | 124.09 | 157.28 | 189.73 | 143.48 |
| K3 | 80.91 | 125.94 | 97.99 | 140.29 | 155.01 | 142.58 | 132.39 | 150.09 | 123.32 | 174.59 | 176.86 | 186.71 |
| k1 | 43.60 | 38.01 | 44.53 | 39.54 | 28.74 | 37.14 | 36.10 | 33.96 | 40.09 | 46.87 | 35.29 | 47.43 |
| k2 | 46.10 | 36.68 | 39.48 | 37.38 | 43.28 | 39.01 | 42.33 | 38.57 | 41.36 | 52.43 | 63.24 | 47.83 |
| k3 | 26.97 | 41.98 | 32.66 | 46.76 | 51.67 | 47.53 | 44.13 | 50.03 | 41.11 | 58.20 | 58.95 | 62.24 |
| R | 19.13 | 5.30 | 11.87 | 9.39 | 22.93 | 10.38 | 8.03 | 16.07 | 0.26 | 11.33 | 23.66 | 14.81 |
A – microbubble concentration; B – sound intensity; C – irradiation time; K – sum of sonoporation efficiency for the factors at each level; k – the mean values of sonoporation efficiency for the factors at each level; R – kmaxkmin.
Intuitive analysis of cell survival rate.
| Value | MDA-MB-231 | MDA-MB-468 | MCF-7 | MCF-7/ADR | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | B | C | A | B | C | A | B | C | A | B | C | |
| K1 | 229.90 | 234.88 | 236.93 | 244.46 | 248.19 | 240.79 | 209.62 | 255.34 | 228.30 | 257.91 | 264.90 | 246.48 |
| K2 | 219.46 | 226.58 | 221.02 | 239.97 | 215.16 | 226.70 | 216.99 | 217.09 | 205.39 | 254.41 | 247.13 | 266.14 |
| K3 | 225.40 | 213.30 | 216.81 | 192.94 | 214.02 | 209.88 | 216.93 | 171.11 | 209.85 | 232.62 | 232.91 | 232.32 |
| k1 | 76.63 | 78.29 | 78.98 | 81.49 | 82.73 | 80.26 | 69.87 | 85.11 | 76.10 | 85.97 | 88.30 | 82.16 |
| k2 | 73.15 | 75.53 | 73.67 | 79.99 | 71.72 | 75.57 | 72.33 | 72.36 | 68.46 | 84.80 | 82.38 | 88.71 |
| k3 | 75.13 | 71.10 | 72.27 | 64.31 | 71.34 | 69.96 | 72.31 | 57.04 | 69.95 | 77.54 | 77.64 | 77.44 |
| R | 3.48 | 7.19 | 6.71 | 17.17 | 11.39 | 5.61 | 0.02 | 28.08 | 6.15 | 8.43 | 10.66 | 11.27 |
A – microbubble concentration; B – sound intensity; C – irradiation time; K – sum of sonoporation efficiency for the factors at each level; k – the mean values of sonoporation efficiency for the factors at each level; R – kmaxkmin.
Figure 1Effect of microbubble concentration, sound intensity, and irradiation time in 3 levels on the sonoporation efficiency (A–C) or cell viability (D–F) in 4 breast cancer cell lines. Experiments were repeated 3 times.
Experimental results based on L9 (33) orthogonal design.
| Test no. | Sonoporation efficiency (%) | Cell survival rate (%) | ||||||
|---|---|---|---|---|---|---|---|---|
| MDA-MB-231 | MDA-MB-468 | MCF-7 | MCF-7/ADR | MDA-MB-231 | MDA-MB-468 | MCF-7 | MCF-7/ADR | |
| 1 | 33.43 | 48.48 | 58.30 | 60.08 | 82.72 | 63.84 | 64.59 | 69.25 |
| 2 | 32.90 | 43.25 | 39.83 | 67.85 | 81.94 | 71.09 | 71.33 | 77.70 |
| 3 | 22.76 | 45.28 | 39.79 | 51.38 | 72.36 | 70.23 | 82.22 | 79.71 |
| 4 | 50.18 | 52.48 | 48.09 | 49.30 | 68.07 | 81.62 | 50.22 | 88.75 |
| 5 | 42.33 | 54.05 | 43.70 | 67.48 | 62.51 | 68.56 | 56.30 | 74.91 |
| 6 | 24.72 | 46.53 | 34.30 | 63.13 | 70.32 | 58.87 | 70.12 | 83.66 |
| 7 | 52.43 | 40.05 | 41.58 | 58.75 | 74.32 | 85.20 | 75.64 | 85.77 |
| 8 | 43.55 | 18.03 | 41.70 | 31.05 | 82.63 | 86.21 | 85.05 | 93.73 |
| 9 | 47.73 | 22.90 | 20.38 | 23.45 | 79.89 | 91.75 | 88.07 | 91.46 |
The optimal experimental parameter combination and results for four breast tumor cell lines.
| Cell line | Factors | Results | |||
|---|---|---|---|---|---|
| Microbubble concentration, % | Sound intensity, W/cm2 | Irradiation time, s | Sonoporation efficiency, % | Cell survival rate, % | |
| MDA-MB-231 | 10 | 1.5 | 90 | 46.70±5.79 | 84.24±5.83 |
| MDA-MB-468 | 20 | 0.5 | 30 | 53.44±5.69 | 81.03±3.43 |
| MCF-7 | 30 | 0.5 | 30 | 59.88±5.53 | 80.48±3.22 |
| MCF-7/ADR | 30 | 1.0 | 60 | 65.39±4.01 | 82.91±2.83 |
Figure 2Maximum sonoporation efficiency and cell survival rate of 4 tumor cell lines under their own optimum parameter combination. (A–D) Flow cytometry analysis of the maximum sonoporation efficiency (A, MDA-MB-231 cell line; B, MDA-MB-468 cell line; C: MCF-7 cell line; D, MCF-7/ADR cell line). Gray lines indicate the control groups, and black lines indicate the experimental groups. (E) The maximum sonoporation efficiency and cell survival rate of 4 breast cancer cell lines under their own optimal parameter combination. Experiments were repeated 3 times. * P<0.05, ** P<0.01, *** P<0.001.