Closed-loop cavitation control for focused ultrasound-mediated blood-brain barrier opening by long-circulating microbubbles

被引:20
作者
Cavusoglu, Mustafa [1 ,2 ,8 ]
Zhang, Jia [2 ]
Ielacqua, Giovanna Diletta [2 ]
Pellegrini, Giovanni [3 ,4 ]
Signorell, Rea Deborah [5 ]
Papachristodoulous, Alexandros [4 ,6 ]
Brambilla, Davide [5 ,7 ]
Roth, Patrick [4 ,6 ]
Weller, Michael [4 ,6 ]
Rudin, Markus [2 ]
Martin, Ernst [1 ]
Leroux, Jean-Christophe [5 ]
Werner, Beat [1 ]
机构
[1] Univ Childrens Hosp Zurich, Ctr MR Res, CH-8032 Zurich, Switzerland
[2] Swiss Fed Inst Technol, Inst Biomed Engn, CH-8091 Zurich, Switzerland
[3] Univ Hosp Zurich, Inst Vet Pathol, CH-8057 Zurich, Switzerland
[4] Univ Zurich, CH-8057 Zurich, Switzerland
[5] Swiss Fed Inst Technol, Dept Chem & Appl Biosci, Inst Pharmaceut Sci, CH-8093 Zurich, Switzerland
[6] Univ Hosp Zurich, Lab Mol Neurooncol, CH-8091 Zurich, Switzerland
[7] Univ Montreal, Fac Pharm, Montreal, PQ, Canada
[8] Swiss Fed Inst Technol, Informat Technol & Elect Engn Dept, Swiss Fed Inst Technol, Inst Biomed Engn, ETZ F 64-1,Gloriastr 35, CH-8092 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
blood-brain barrier; focused ultrasound; closed-loop; cavitation; control; safety; IN-VITRO; ACOUSTIC CAVITATION; DRUG-DELIVERY; CELL-DAMAGE; DISRUPTION; THRESHOLD; DOXORUBICIN; EMISSION; VIVO; FLOW;
D O I
10.1088/1361-6560/aafaa5
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Focused ultrasound (FUS) exposure in the presence of microbubbles (MBs) has been successfully used in the delivery of various sizes of therapeutic molecules across the blood-brain barrier (BBB). While acoustic pressure is correlated with the BBB opening size, real-time control of BBB opening to avoid vascular and neural damage is still a challenge. This arises mainly from the variability of FUS-MB interactions due to the variations of animal-specific metabolic environment and specific experimental setup. In this study, we demonstrate a dosed-loop cavitation control framework to induce BBB opening for delivering large therapeutic molecules without causing macro tissue damages. To this end, we performed in mice long-term (5 min) cavitation monitoring facilitated by using long-circulating MBs. Monitoring the long-term temporal kinetics of the MBs under varying level of FUS pressure allowed to identify in situ, animal specific activity regimes forming pressure-dependent activity bands. This enables to determine the boundaries of each activity band (i.e. steady oscillation, transition, inertial cavitation) independent from the physical and physiological dynamics of the experiment. However, such a calibration approach is time consuming and to speed up characterization of the in situ, animal specific FUS-MB dynamics, we tested a novel method called 'pre-calibration' that closely reproduces the results of long-term monitoring but with a much shorter duration. Once the activity bands are determined from the pre-calibration method, an operation band can be selected around the desired cavitation dose. To drive cavitation in the selected operation band, we developed an adaptive, closed-loop controller that updates the acoustic pressure between each son ication based on measured cavitation dose. Finally, we quantitatively assessed the safety of different activity bands and validated the proposed methods and controller framework. The proposed framework serves to optimize the FUS pressure instantly to maintain the targeted cavitation level while improving safety control.
引用
收藏
页数:14
相关论文
共 49 条
[1]   Combined ultrasound and MR imaging to guide focused ultrasound therapies in the brain [J].
Arvanitis, Costas D. ;
Livingstone, Margaret S. ;
McDannold, Nathan .
PHYSICS IN MEDICINE AND BIOLOGY, 2013, 58 (14) :4749-4761
[2]   Controlled Ultrasound-Induced Blood-Brain Barrier Disruption Using Passive Acoustic Emissions Monitoring [J].
Arvanitis, Costas D. ;
Livingstone, Margaret S. ;
Vykhodtseva, Natalia ;
McDannold, Nathan .
PLOS ONE, 2012, 7 (09)
[3]   Ultrasound-mediated blood-brain barrier disruption for targeted drug delivery in the central nervous system [J].
Aryal, Muna ;
Arvanitis, Costas D. ;
Alexander, Phillip M. ;
McDannold, Nathan .
ADVANCED DRUG DELIVERY REVIEWS, 2014, 72 :94-109
[4]   Activation of signaling pathways following localized delivery of systemically administered neurotrophic factors across the blood-brain barrier using focused ultrasound and microbubbles [J].
Baseri, Babak ;
Choi, James J. ;
Deffieux, Thomas ;
Samiotaki, Gesthimani ;
Tung, Yao-Sheng ;
Olumolade, Oluyemi ;
Small, Scott A. ;
Morrison, Barclay, III ;
Konofagou, Elisa E. .
PHYSICS IN MEDICINE AND BIOLOGY, 2012, 57 (07) :N65-N81
[5]   Clinical trial of blood-brain barrier disruption by pulsed ultrasound [J].
Carpentier, Alexandre ;
Canney, Michael ;
Vignot, Alexandre ;
Reina, Vincent ;
Beccaria, Kevin ;
Horodyckid, Catherine ;
Karachi, Carine ;
Leclercq, Delphine ;
Lafon, Cyril ;
Chapelon, Jean-Yves ;
Capelle, Laurent ;
Cornu, Philippe ;
Sanson, Marc ;
Hoang-Xuan, Khe ;
Delattre, Jean-Yves ;
Idbaih, Ahmed .
SCIENCE TRANSLATIONAL MEDICINE, 2016, 8 (343)
[6]   The size of blood-brain barrier opening induced by focused ultrasound is dictated by the acoustic pressure [J].
Chen, Hong ;
Konofagou, Elisa E. .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2014, 34 (07) :1197-1204
[7]   MOLECULES OF VARIOUS PHARMACOLOGICALLY-RELEVANT SIZES CAN CROSS THE ULTRASOUND-INDUCED BLOOD-BRAIN BARRIER OPENING IN VIVO [J].
Choi, James J. ;
Wang, Shougang ;
Tung, Yao-Sheng ;
Morrison, Barclay, III ;
Konofagou, Elisa E. .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2010, 36 (01) :58-67
[8]   Combined Passive Detection and Ultrafast Active Imaging of Cavitation Events Induced by Short Pulses of High-Intensity Ultrasound [J].
Gateau, Jerome ;
Aubry, Jean-Francois ;
Pernot, Mathieu ;
Fink, Mathias ;
Tanter, Mickael .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2011, 58 (03) :517-532
[9]   Quantitative Frequency-Domain Passive Cavitation Imaging [J].
Haworth, Kevin J. ;
Bader, Kenneth B. ;
Rich, Kyle T. ;
Holland, Christy K. ;
Mast, T. Douglas .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2017, 64 (01) :177-191
[10]   Correlation between inertial cavitation dose and endothelial cell damage in vivo [J].
Hwang, Joo Ha ;
Tu, Juan ;
Brayman, Andrew A. ;
Matula, Thomas J. ;
Crum, Lawrence A. .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2006, 32 (10) :1611-1619