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 50 条
  • [21] The new insight into the inflammatory response following focused ultrasound-mediated blood-brain barrier disruption
    Choi, Hyo Jin
    Han, Mun
    Seo, Hyeon
    Park, Chan Yuk
    Lee, Eun-Hee
    Park, Juyoung
    FLUIDS AND BARRIERS OF THE CNS, 2022, 19 (01)
  • [22] Early Detection and Reversal of Cell Apoptosis Induced by Focused Ultrasound-Mediated Blood-Brain Barrier Opening
    Wang, Jieqiong
    Xie, Liting
    Shi, Yu
    Ao, LiJuan
    Cai, Feiyan
    Yan, Fei
    ACS NANO, 2021, 15 (09) : 14509 - 14521
  • [23] Secondary effects on brain physiology caused by focused ultrasound-mediated disruption of the blood-brain barrier
    Todd, Nick
    Angolano, Cleide
    Ferran, Christiane
    Devor, Anna
    Borsook, David
    McDannold, Nathan
    JOURNAL OF CONTROLLED RELEASE, 2020, 324 (324) : 450 - 459
  • [24] Cavitation-modulated inflammatory response following focused ultrasound blood-brain barrier opening
    Ji, Robin
    Karakatsani, Maria E.
    Burgess, Mark
    Smith, Morgan
    Murillo, Maria F.
    Konofagou, Elisa E.
    JOURNAL OF CONTROLLED RELEASE, 2021, 337 : 458 - 471
  • [25] Focused Ultrasound Mediated Opening of the Blood-Brain Barrier for Neurodegenerative Diseases
    Fishman, Paul S.
    Fischell, Johnathan M.
    FRONTIERS IN NEUROLOGY, 2021, 12
  • [26] Focused ultrasound-mediated enhancement of blood-brain barrier permeability for brain tumor treatment: a systematic review of clinical trials
    Zhu, Honglin
    Allwin, Caitlin
    Bassous, Monica
    Pouliopoulos, Antonios
    JOURNAL OF NEURO-ONCOLOGY, 2024, 170 (02) : 235 - 252
  • [27] Neuroinflammation associated with ultrasound-mediated permeabilization of the blood-brain barrier
    Jung, Olive
    Thomas, Alec
    Burks, Scott R.
    Dustin, Michael L.
    Frank, Joseph A.
    Ferrer, Marc
    Stride, Eleanor
    TRENDS IN NEUROSCIENCES, 2022, 45 (06) : 459 - 470
  • [28] Closed-loop control of targeted ultrasound drug delivery across the blood-brain/tumor barriers in a rat glioma model
    Sun, Tao
    Zhang, Yongzhi
    Power, Chanikarn
    Alexander, Phillip M.
    Sutton, Jonathan T.
    Aryal, Muna
    Vykhodtseva, Natalia
    Miller, Eric L.
    McDannold, Nathan J.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (48) : E10281 - E10290
  • [29] Cavitation Feedback Control of Focused Ultrasound Blood-Brain Barrier Opening for Drug Delivery in Patients with Parkinson's Disease
    Huang, Yuexi
    Meng, Ying
    Pople, Christopher B.
    Bethune, Allison
    Jones, Ryan M.
    Abrahao, Agessandro
    Hamani, Clement
    Kalia, Suneil K.
    Kalia, Lorraine V.
    Lipsman, Nir
    Hynynen, Kullervo
    PHARMACEUTICS, 2022, 14 (12)
  • [30] Focused ultrasound-mediated blood-brain barrier opening in Alzheimer's disease: long-term safety, imaging, and cognitive outcomes
    Rezai, Ali R.
    Ranjan, Manish
    Haut, Marc W.
    Carpenter, Jeffrey
    D'Haese, Pierre-Francois
    Mehta, Rashi I.
    Najib, Umer
    Wang, Peng
    Claassen, Daniel O.
    Chazen, J. Levi
    Krishna, Vibhor
    Deib, Gerard
    Zibly, Zion
    Hodder, Sally L.
    Wilhelmsen, Kirk C.
    Finomore, Victor
    Konrad, Peter E.
    Kaplitt, Michael
    JOURNAL OF NEUROSURGERY, 2022, 139 (01) : 275 - 283