Regulation of P-glycoprotein and Breast Cancer Resistance Protein Expression Induced by Focused Ultrasound-Mediated Blood-Brain Barrier Disruption: A Pilot Study
Abstract
:1. Introduction
2. Results
- (i)
- Up to seven days after sonication, BCRP is significantly higher in the sonicated area compared with the contralateral brain regions (p-values fdr corrected <0.05, Table 1);
- (ii)
- Two weeks after sonication, BCRP expression in the treated and untreated regions was similar (p-value fdr corrected > 0.05 when comparing hemispheres at day 14);
- (iii)
- (iv)
3. Discussion and Conclusions
3.1. Implications for Drug Delivery Strategies
3.2. Study Limitations and Future Directions
4. Materials and Methods
4.1. Animals
4.2. Experimental Protocol
4.3. Immunohistochemistry
- (i)
- Wash 2 × 5 min with PBS (concentration of 0.01 M);
- (ii)
- Application of antigen retrieval process (ac/eth) followed by blocking/permeabilization protocols (2 h);
- (iii)
- Wash with PBS;
- (iv)
- Incubation of the first antibody (1 h for P-gp/2 h for BCRP);
- (v)
- Wash 2 × 5 min with PBS;
- (vi)
- Incubation of the RECA-1 antibody for 1 h;
- (vii)
- Wash 2 × 5 min with PBS;
- (viii)
- Incubation for 1 h of secondary Dk anti-Rabbit Alexa647 and the secondary Dk anti-mouse Dylight488;
- (ix)
- Wash 3 × 5 min with PBS;
- (x)
- Application of ProLong with Dapi (mounting media, from Thermo Fisher, Waltham, MA, USA, ref P36931).
4.4. Histological Findings Evaluation
- (i)
- First, the center of the BBB opening was identified in all rat brains by looking at T1-w images, acquired immediately after FUS application and CA injection (Figure 5A);
- (ii)
- Four brain slices positioned around the center of the FUS focal spot were stained for both RECA-1/P-gp (2 slices) and RECA-1/BCRP (2 slices), as shown in Figure 5B,C;
- (iii)
- A custom MATLAB script (MathWorks, USA) thresholded and binarized the histological images for all stainings, as follows (Figure 5D):
- Distributions of P-gp/BCRP and RECA expressions were first fitted in the red and green color channels, respectively, through Gaussian functions. The mean (M) and the standard deviation (σ) of each of these distributions were calculated;
- Binarized images were obtained by excluding hyper/hypointense meaningless background voxels (i.e., with values lower than [M − 2.5σ] or higher than [M + 2.5σ]);
- (iv)
- For each slice and staining, three adjacent square regions of interest (ROIs) of 1000 voxels per side (about 2 mm) centered on the focal spot and the contra-lateral side were defined (Figure 5E). The ROIs were chosen to be large enough to cover the ultrasound spot dimensions (2 mm wide, 6 mm long). Finally, this led us to 6 analyzed ROIs per staining and per rat (18 ROIs in total per single hemisphere/time point). Our sample size was similar to that used in [24] so that we had sufficient statistical power to assess the effects of FUS on the expression of both proteins;
- (v)
- In order to remove the remaining spurious noisy voxels, the voxels in each of these ROIs were clustered using a custom MATLAB code (Figure 5F). The value of the suprathreshold voxel among eight neighbors was assigned to one cluster. This technique was used for all BCRP, P-gp, and RECA-1 stainings;
- (vi)
- The expressions of P-gp and BCRP were defined as the percentage of voxels in each ROI expressing both proteins (P-gp or BCRP) and RECA-1. These voxels are depicted in blue in Figure 5G for a representative ROI in which both P-gp and RECA-1 were expressed.
4.5. Statistical Analysis
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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P-gp Expression | BCRP Expression | ||
---|---|---|---|
Days After Sonication | p-Value | Days After Sonication | p-Value |
Day 1 | 0.88 | Day 1 | 0.028 * |
Day 3 | 0.46 | Day 3 | 0.5 |
Day 7 | 0.22 | Day 7 | 2.52 × 10−4 * |
Day 14 | 0.93 | Day 14 | 0.93 |
P-gp Expression | BCRP Expression | ||
---|---|---|---|
Comparison | p-Value | Comparison | p-Value |
Day 1/Day 3 | 6.8 × 10−3 * | Day 1/Day 3 | 0.51 |
Day 1/Day 7 | 6.8 × 10−3 * | Day 1/Day 7 | 1.00 |
Day 1/Day 14 | 0.02 * | Day 1/Day 14 | 3.0 × 10−3 * |
Day 3/Day 7 | 0.51 | Day 3/Day 7 | 0.50 |
Day 3/Day 14 | 0.51 | Day 3/Day 14 | 1.36 × 10−2 * |
Day 7/Day 14 | 0.93 | Day 7/Day 14 | 3.00 × 10−3 * |
P-gp Expression | BCRP Expression | ||
---|---|---|---|
Comparison | p-Value | Comparison | p-Value |
Day 1/Day 3 | 4.80 × 10−3 * | Day 1/Day 3 | 0.74 |
Day 1/Day 7 | 1.10 × 10−2 * | Day 1/Day 7 | 0.32 |
Day 1/Day 14 | 0.064 | Day 1/Day 14 | 0.26 |
Day 3/Day 7 | 0.48 | Day 3/Day 7 | 0.104 |
Day 3/Day 14 | 0.51 | Day 3/Day 14 | 0.064 |
Day 7/Day 14 | 0.36 | Day 7/Day 14 | 0.69 |
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Conti, A.; Geffroy, F.; Kamimura, H.A.S.; Novell, A.; Tournier, N.; Mériaux, S.; Larrat, B. Regulation of P-glycoprotein and Breast Cancer Resistance Protein Expression Induced by Focused Ultrasound-Mediated Blood-Brain Barrier Disruption: A Pilot Study. Int. J. Mol. Sci. 2022, 23, 15488. https://doi.org/10.3390/ijms232415488
Conti A, Geffroy F, Kamimura HAS, Novell A, Tournier N, Mériaux S, Larrat B. Regulation of P-glycoprotein and Breast Cancer Resistance Protein Expression Induced by Focused Ultrasound-Mediated Blood-Brain Barrier Disruption: A Pilot Study. International Journal of Molecular Sciences. 2022; 23(24):15488. https://doi.org/10.3390/ijms232415488
Chicago/Turabian StyleConti, Allegra, Francoise Geffroy, Hermes A. S. Kamimura, Anthony Novell, Nicolas Tournier, Sébastien Mériaux, and Benoit Larrat. 2022. "Regulation of P-glycoprotein and Breast Cancer Resistance Protein Expression Induced by Focused Ultrasound-Mediated Blood-Brain Barrier Disruption: A Pilot Study" International Journal of Molecular Sciences 23, no. 24: 15488. https://doi.org/10.3390/ijms232415488