1
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Awais M, Rehman A, Bukhari SS. Advances in liquid biopsy and virtual biopsy for care of patients with glioma: a narrative review. Expert Rev Anticancer Ther 2025:1-22. [PMID: 40183671 DOI: 10.1080/14737140.2025.2489629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2025] [Accepted: 04/02/2025] [Indexed: 04/05/2025]
Abstract
INTRODUCTION The World Health Organization's 2021 classification of central nervous system neoplasms incorporated molecular and genetic features for classifying gliomas. Classification of gliomas located in deep-seated structures became a clinical conundrum given the absence of crucial pathological and molecular data. Advances in noninvasive imaging modalities offered virtual biopsy as a novel solution to this problem by identifying surrogate radiomic signatures. Liquid biopsies of blood or cerebrospinal fluid provided another enormous opportunity for identifying genomic, metabolomic and proteomic signatures. AREAS COVERED We summarize and appraise the current state of evidence with regards to virtual biopsy and liquid biopsy in the care of patients with gliomas. PubMed, Embase and Google Scholar were searched on 7/30/2024 for relevant articles published after the year 2013 in the English language. EXPERT OPINION A large body of preclinical and preliminary clinical evidence suggests that virtual biopsy is possible with the combined use of multiple novel imaging modalities in conjunction with machine learning and radiomics. Likewise, liquid biopsy in conjunction with focused ultrasound may be a valuable tool to obtain proteomic and genomic data regarding glioma in a minimally invasive manner. These modalities will likely become an integral part of care for patients with glioma in the future.
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Affiliation(s)
- Muhammad Awais
- Department of Radiology, The Aga Khan University, Karachi, Pakistan
| | - Abdul Rehman
- Department of Medicine, Tidal Health Peninsula Regional, Salisbury, MD, USA
| | - Syed Sarmad Bukhari
- Department of Neurosurgery, Beth Israel Deaconess Medical Center, Boston, MA, USA
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2
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Ćwiklińska A, Przewodowska D, Koziorowski D, Szlufik S. Innovative Approaches to Brain Cancer: The Use of Magnetic Resonance-guided Focused Ultrasound in Glioma Therapy. Cancers (Basel) 2024; 16:4235. [PMID: 39766134 PMCID: PMC11674718 DOI: 10.3390/cancers16244235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 12/15/2024] [Accepted: 12/17/2024] [Indexed: 01/11/2025] Open
Abstract
Gliomas are a wide group of common brain tumors, with the most aggressive type being glioblastoma multiforme (GBM), with a 5-year survival rate of less than 5% and a median survival time of approximately 12-14 months. The standard treatment of GBM includes surgical excision, radiotherapy, and chemotherapy with temozolomide (TMZ). However, tumor recurrence and progression are common. Therefore, more effective treatment for GBM should be found. One of the main obstacles to the treatment of GBM and other gliomas is the blood-brain barrier (BBB), which impedes the penetration of antitumor chemotherapeutic agents into glioblastoma cells. Nowadays, one of the most promising novel methods for glioma treatment is Magnetic Resonance-guided Focused Ultrasound (MRgFUS). Low-intensity FUS causes the BBB to open transiently, which allows better drug delivery to the brain tissue. Under magnetic resonance guidance, ultrasound waves can be precisely directed to the tumor area to prevent side effects in healthy tissues. Through the open BBB, we can deliver targeted chemotherapeutics, anti-tumor agents, immunotherapy, and gene therapy directly to gliomas. Other strategies for MRgFUS include radiosensitization, sonodynamic therapy, histotripsy, and thermal ablation. FUS can also be used to monitor the treatment and progression of gliomas using blood-based liquid biopsy. All these methods are still under preclinical or clinical trials and are described in this review to summarize current knowledge and ongoing trials.
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Affiliation(s)
| | | | | | - Stanisław Szlufik
- Department of Neurology, Faculty of Health Sciences, Medical University of Warsaw, 03-242 Warsaw, Poland
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3
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Izhar M, Thakur A, Park DJ, Chang SD. Ultrasound mediated blood-brain barrier opening increases brain tumor biomarkers: A review of preclinical and clinical trials. THE JOURNAL OF LIQUID BIOPSY 2024; 6:100277. [PMID: 40027314 PMCID: PMC11863884 DOI: 10.1016/j.jlb.2024.100277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 11/14/2024] [Accepted: 11/15/2024] [Indexed: 03/05/2025]
Abstract
The diagnosis of brain tumors typically relies on magnetic resonance imaging (MRI), computed tomography (CT), and invasive procedures like biopsies or surgical resection for confirmation and genetic profiling. However, these methods have limitations, especially in distinguishing treatment effects like pseudo-progression from actual tumor progression, and repeated biopsies pose risks. Liquid biopsy (LB) offers a non-invasive alternative, detecting tumor-derived biomarkers in blood and cerebrospinal fluid (CSF). Despite its potential, the low concentration of brain tumor biomarkers in blood due to the blood-brain barrier (BBB), limits the clinical utility of LB. MRI-guided focused ultrasound (MRgFUS) combined with microbubbles provides a novel solution by temporarily disrupting the BBB, facilitating the passage of therapeutic agents, and enabling tumor biomarker detection. This technique, termed "sonobiopsy," enables non-invasive biomarker collection for liquid biopsy, potentially improving brain tumor diagnosis and monitoring.
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Affiliation(s)
- Muhammad Izhar
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Abhimanyu Thakur
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - David J. Park
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Steven D. Chang
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
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4
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Izhar M, Ahmad Z, Moazzam M, Jader A. Targeted liquid biopsy for brain tumors. THE JOURNAL OF LIQUID BIOPSY 2024; 6:100170. [PMID: 40027302 PMCID: PMC11863980 DOI: 10.1016/j.jlb.2024.100170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 10/08/2024] [Accepted: 10/09/2024] [Indexed: 03/05/2025]
Abstract
Cerebrospinal fluid (CSF) is a promising source of molecular biomarkers in the detection and monitoring of brain malignancies. Unlike peripheral blood, where biomarker detection is hindered by the blood-brain barrier and the complex nature of biofluids, CSF offers a more direct and enriched source of tumor-derived markers, including circulating tumor DNA (ctDNA), microRNA (miRNA), proteins, and extracellular vesicles (EVs). These biomarkers, originating from brain tumor cells, are often more concentrated in CSF than in peripheral blood due to the proximity of CSF to the central nervous system (CNS). The presence of ctDNA in CSF is notably higher than in plasma, making CSF an advantageous medium for liquid biopsy in brain tumor patients. Traditional liquid biopsy approaches relying on peripheral venous blood samples often face challenges in detecting low concentrations of tumor-derived biomarkers. The direct contact of CSF with the CNS minimizes background noise, potentially enhancing the accuracy and sensitivity of diagnostic assays. Despite the barriers posed by the blood-brain barrier and other physiological factors that limit biomarker levels in the systemic circulation, CSF's unique position within the CNS allows for more effective biomarker collection. While peripheral blood remains the standard medium for liquid biopsy in oncology, the proximity of CSF to brain tumors suggests it may offer superior diagnostic capabilities. Emerging evidence from non-CNS malignancies indicates that collecting biofluids closer to the tumor site can significantly improve biomarker detection. Although this approach has been well-documented in other solid tumors, its application to CNS malignancies remains underexplored. This study hypothesizes that targeted blood sampling from CNS tumor-draining veins could similarly enhance biomarker detection, thereby increasing the sensitivity and efficacy of liquid biopsy techniques in diagnosing and monitoring brain malignancies.
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Affiliation(s)
- Muhammad Izhar
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, 94304, USA
| | - Ziyad Ahmad
- Department of Orthopedics, Medical Teaching Institute, Mardan Medical Complex, Mardan, Pakistan
| | | | - Arwa Jader
- Department of Neurosurgery, Kufa University, Kufa, Iraq
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5
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Berzero G, Pieri V, Palazzo L, Finocchiaro G, Filippi M. Liquid biopsy in brain tumors: moving on, slowly. Curr Opin Oncol 2024; 36:521-529. [PMID: 39011725 DOI: 10.1097/cco.0000000000001079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
PURPOSE OF REVIEW Due to limited access to the tumor, there is an obvious clinical potential for liquid biopsy in patients with primary brain tumors. Here, we review current approaches, present limitations to be dealt with, and new promising data that may impact the field. RECENT FINDINGS The value of circulating tumor cell-free DNA (ctDNA) in the cerebrospinal fluid (CSF) for the noninvasive diagnosis of primary brain tumors has been confirmed in several reports. The detection of ctDNA in the peripheral blood is desirable for patient follow-up but requires ultrasensitive methods to identify low mutant allelic frequencies. Digital PCR approaches and targeted gene panels have been used to identify recurrent hotspot mutations and copy number variations (CNVs) from CSF or plasma. Tumor classification from circulating methylomes in plasma has been actively pursued, although the need of advanced bioinformatics currently hampers clinical application. The use of focused ultrasounds to open the blood-brain barrier may represent a way to enrich of ctDNA the peripheral blood and enhance plasma-based liquid biopsy. SUMMARY Monitoring CNVs and hotspot mutations by liquid biopsy is a promising tool to detect minimal residual disease and strengthen response assessment in patients with primary brain tumors. Novel methods to increase the relative and/or absolute amount of ctDNA can improve the clinical potential of plasma-based liquid biopsies.
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Affiliation(s)
- Giulia Berzero
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
| | - Valentina Pieri
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
| | - Leonardo Palazzo
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
| | | | - Massimo Filippi
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
- Neurorehabilitation Unit, Neurophysiology Unit, Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milan, Italy
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6
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Piper K, Kumar JI, Domino J, Tuchek C, Vogelbaum MA. Consensus review on strategies to improve delivery across the blood-brain barrier including focused ultrasound. Neuro Oncol 2024; 26:1545-1556. [PMID: 38770775 PMCID: PMC11376463 DOI: 10.1093/neuonc/noae087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Indexed: 05/22/2024] Open
Abstract
Drug delivery to the central nervous system (CNS) has been a major challenge for CNS tumors due to the impermeability of the blood-brain barrier (BBB). There has been a multitude of techniques aimed at overcoming the BBB obstacle aimed at utilizing natural transport mechanisms or bypassing the BBB which we review here. Another approach that has generated recent interest in the recently published literature is to use new technologies (Laser Interstitial Thermal Therapy, LITT; or Low-Intensity Focused Ultrasound, LIFU) to temporarily increase BBB permeability. This review overviews the advantages, disadvantages, and major advances of each method. LIFU has been a major area of research to allow for chemotherapeutics to cross the BBB which has a particular emphasis in this review. While most of the advances remain in animal studies, there are an increasing number of translational clinical trials that will have results in the next few years.
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Affiliation(s)
- Keaton Piper
- Department of Neurosurgery, University of South Florida, Tampa, Florida, USA
| | - Jay I Kumar
- Department of Neurosurgery, University of South Florida, Tampa, Florida, USA
| | - Joseph Domino
- Department of Neuro-Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Chad Tuchek
- Department of Neuro-Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Michael A Vogelbaum
- Department of Neuro-Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
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7
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Seas AA, Malla AP, Sharifai N, Winkles JA, Woodworth GF, Anastasiadis P. Microbubble-Enhanced Focused Ultrasound for Infiltrating Gliomas. Biomedicines 2024; 12:1230. [PMID: 38927437 PMCID: PMC11200892 DOI: 10.3390/biomedicines12061230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 05/20/2024] [Accepted: 05/28/2024] [Indexed: 06/28/2024] Open
Abstract
Infiltrating gliomas are challenging to treat, as the blood-brain barrier significantly impedes the success of therapeutic interventions. While some clinical trials for high-grade gliomas have shown promise, patient outcomes remain poor. Microbubble-enhanced focused ultrasound (MB-FUS) is a rapidly evolving technology with demonstrated safety and efficacy in opening the blood-brain barrier across various disease models, including infiltrating gliomas. Initially recognized for its role in augmenting drug delivery, the potential of MB-FUS to augment liquid biopsy and immunotherapy is gaining research momentum. In this review, we will highlight recent advancements in preclinical and clinical studies that utilize focused ultrasound to treat gliomas and discuss the potential future uses of image-guided precision therapy using focused ultrasound.
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Affiliation(s)
- Alexandra A. Seas
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Adarsha P. Malla
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Nima Sharifai
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland Medical Center, Baltimore, MD 21201, USA
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Jeffrey A. Winkles
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland Medical Center, Baltimore, MD 21201, USA
| | - Graeme F. Woodworth
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland Medical Center, Baltimore, MD 21201, USA
| | - Pavlos Anastasiadis
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland Medical Center, Baltimore, MD 21201, USA
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8
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Bakker A, Ixkes AE, Venugopal H, Ries MG, Lak NSM, de Vos FYFL, van Vuurden DG, Snijders TJ. Focused Ultrasound-Enhanced Liquid Biopsy: A Promising Diagnostic Tool for Brain Tumor Patients. Cancers (Basel) 2024; 16:1576. [PMID: 38672658 PMCID: PMC11049441 DOI: 10.3390/cancers16081576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 04/12/2024] [Accepted: 04/17/2024] [Indexed: 04/28/2024] Open
Abstract
The performance of minimally invasive molecular diagnostic tools in brain tumors, such as liquid biopsy, has so far been limited by the blood-brain barrier (BBB). The BBB hinders the release of brain tumor biomarkers into the bloodstream. The use of focused ultrasound in conjunction with microbubbles has been shown to temporarily open the BBB (FUS-BBBO). This may enhance blood-based tumor biomarker levels. This systematic review provides an overview of the data regarding FUS-BBBO-enhanced liquid biopsy for primary brain tumors. A systematic search was conducted in PubMed and Embase databases with key terms "brain tumors", "liquid biopsy", "FUS" and their synonyms, in accordance with PRISMA statement guidelines. Five preclinical and two clinical studies were included. Preclinical studies utilized mouse, rat and porcine glioma models. Biomarker levels were found to be higher in sonicated groups compared to control groups. Both stable and inertial microbubble cavitation increased biomarker levels, whereas only inertial cavitation induced microhemorrhages. In clinical studies involving 14 patients with high-grade brain tumors, biomarker levels were increased after FUS-BBBO with stable cavitation. In conclusion, FUS-BBBO-enhanced liquid biopsy using stable cavitation shows diagnostic potential for primary brain tumors. Further research is imperative before integrating FUS-BBBO for liquid biopsy enhancement into clinical practice.
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Affiliation(s)
- Akke Bakker
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands
- Department of Neurology & Neurosurgery, UMC Utrecht Brain Center, UMC Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Anna E. Ixkes
- Biomedical Sciences, Utrecht University, Heidelberglaan 8, 3584 CS Utrecht, The Netherlands
| | - Hema Venugopal
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands
- Department of Neurology & Neurosurgery, UMC Utrecht Brain Center, UMC Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Mario G. Ries
- Imaging Division, UMC Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Nathalie S. M. Lak
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands
| | - Filip Y. F. L. de Vos
- Department of Medical Oncology, UMC Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Dannis G. van Vuurden
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands
| | - Tom J. Snijders
- Department of Neurology & Neurosurgery, UMC Utrecht Brain Center, UMC Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
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9
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Moser T, Heitzer E. Surpassing sensitivity limits in liquid biopsy. Science 2024; 383:260-261. [PMID: 38236970 DOI: 10.1126/science.adn1886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
Abstract
Attenuation of cell-free DNA clearance in vivo is an alternative strategy to maximize recovery.
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Affiliation(s)
- Tina Moser
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria
- Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Medical University of Graz, Graz, Austria
| | - Ellen Heitzer
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria
- Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Medical University of Graz, Graz, Austria
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10
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Martin-Alonso C, Tabrizi S, Xiong K, Blewett T, Sridhar S, Crnjac A, Patel S, An Z, Bekdemir A, Shea D, Wang ST, Rodriguez-Aponte S, Naranjo CA, Rhoades J, Kirkpatrick JD, Fleming HE, Amini AP, Golub TR, Love JC, Bhatia SN, Adalsteinsson VA. Priming agents transiently reduce the clearance of cell-free DNA to improve liquid biopsies. Science 2024; 383:eadf2341. [PMID: 38236959 PMCID: PMC11529396 DOI: 10.1126/science.adf2341] [Citation(s) in RCA: 56] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/01/2023] [Indexed: 01/23/2024]
Abstract
Liquid biopsies enable early detection and monitoring of diseases such as cancer, but their sensitivity remains limited by the scarcity of analytes such as cell-free DNA (cfDNA) in blood. Improvements to sensitivity have primarily relied on enhancing sequencing technology ex vivo. We sought to transiently augment the level of circulating tumor DNA (ctDNA) in a blood draw by attenuating its clearance in vivo. We report two intravenous priming agents given 1 to 2 hours before a blood draw to recover more ctDNA. Our priming agents consist of nanoparticles that act on the cells responsible for cfDNA clearance and DNA-binding antibodies that protect cfDNA. In tumor-bearing mice, they greatly increase the recovery of ctDNA and improve the sensitivity for detecting small tumors.
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Affiliation(s)
- Carmen Martin-Alonso
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Harvard-MIT Division of Health Sciences and Technology,
Institute for Medical Engineering and Science, Massachusetts Institute of
Technology, Cambridge, MA 02139, USA
| | - Shervin Tabrizi
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
- Department of Radiation Oncology, Massachusetts General
Hospital, Boston, MA 02114, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Kan Xiong
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
| | - Timothy Blewett
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
| | | | - Andjela Crnjac
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
| | - Sahil Patel
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
- Division of Pulmonary and Critical Care, Department of
Medicine, Massachusetts General Hospital, Boston, MA 02124, USA
| | - Zhenyi An
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
| | - Ahmet Bekdemir
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Douglas Shea
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
| | - Shih-Ting Wang
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Sergio Rodriguez-Aponte
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts
Institute of Technology, Cambridge, MA 02139, USA
| | - Christopher A. Naranjo
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Justin Rhoades
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
| | - Jesse D. Kirkpatrick
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Harvard-MIT Division of Health Sciences and Technology,
Institute for Medical Engineering and Science, Massachusetts Institute of
Technology, Cambridge, MA 02139, USA
| | - Heather E. Fleming
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | | | - Todd R. Golub
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
- Harvard Medical School, Boston, MA 02115, USA
- Department of Pediatric Oncology, Dana-Farber Cancer
Institute, Boston, MA 02115, USA
| | - J. Christopher Love
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
- Department of Chemical Engineering, Massachusetts
Institute of Technology, Cambridge, MA 02139, USA
| | - Sangeeta N. Bhatia
- Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Harvard-MIT Division of Health Sciences and Technology,
Institute for Medical Engineering and Science, Massachusetts Institute of
Technology, Cambridge, MA 02139, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142,
USA
- Department of Electrical Engineering and Computer
Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Medicine, Brigham and Women’s
Hospital, Boston, MA 02115, USA
- Wyss Institute at Harvard University, Boston, MA 02215,
USA
- Howard Hughes Medical Institute, Cambridge, MA 02138,
USA
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11
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Khalili N, Shooli H, Hosseini N, Fathi Kazerooni A, Familiar A, Bagheri S, Anderson H, Bagley SJ, Nabavizadeh A. Adding Value to Liquid Biopsy for Brain Tumors: The Role of Imaging. Cancers (Basel) 2023; 15:5198. [PMID: 37958372 PMCID: PMC10650848 DOI: 10.3390/cancers15215198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/15/2023] Open
Abstract
Clinical management in neuro-oncology has changed to an integrative approach that incorporates molecular profiles alongside histopathology and imaging findings. While the World Health Organization (WHO) guideline recommends the genotyping of informative alterations as a routine clinical practice for central nervous system (CNS) tumors, the acquisition of tumor tissue in the CNS is invasive and not always possible. Liquid biopsy is a non-invasive approach that provides the opportunity to capture the complex molecular heterogeneity of the whole tumor through the detection of circulating tumor biomarkers in body fluids, such as blood or cerebrospinal fluid (CSF). Despite all of the advantages, the low abundance of tumor-derived biomarkers, particularly in CNS tumors, as well as their short half-life has limited the application of liquid biopsy in clinical practice. Thus, it is crucial to identify the factors associated with the presence of these biomarkers and explore possible strategies that can increase the shedding of these tumoral components into biological fluids. In this review, we first describe the clinical applications of liquid biopsy in CNS tumors, including its roles in the early detection of recurrence and monitoring of treatment response. We then discuss the utilization of imaging in identifying the factors that affect the detection of circulating biomarkers as well as how image-guided interventions such as focused ultrasound can help enhance the presence of tumor biomarkers through blood-brain barrier (BBB) disruption.
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Affiliation(s)
- Nastaran Khalili
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
| | - Hossein Shooli
- Department of Radiology, Bushehr University of Medical Sciences, Bushehr 75146-33196, Iran
| | - Nastaran Hosseini
- School of Medicine, Isfahan University of Medical Sciences, Isfahan 81746-73461, Iran;
| | - Anahita Fathi Kazerooni
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
- AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ariana Familiar
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
| | - Sina Bagheri
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (S.B.); (H.A.)
| | - Hannah Anderson
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (S.B.); (H.A.)
| | - Stephen J. Bagley
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Ali Nabavizadeh
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (S.B.); (H.A.)
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12
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Chen YH, Moore D, Lee CC, Su YH. Focused ultrasound for brain metastases: an update on global clinical trials. J Neurooncol 2023; 165:53-62. [PMID: 37910281 DOI: 10.1007/s11060-023-04492-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 10/28/2023] [Indexed: 11/03/2023]
Abstract
BACKGROUND Despite advances in immunotherapy and targeted treatments for malignancies of the central nervous system (CNS), the treatment of brain metastases (BMs) remains a formidable challenge, due largely to difficulties in crossing the blood-brain barrier (BBB), drug resistance, and molecular discrepancies. Focused ultrasound (FUS) is a non-invasive tool for BBB breaching, tumor ablation, enhancing drug delivery, promoting the release of tumor biomarkers for liquid biopsy, or the tumor microenvironment disruption. This paper presents a comprehensive review of the current literature related to FUS and its application in the treatment of brain metastasis. METHODS This review of the current literature via PubMed, Google Scholar, and Clincaltrials.gov focused on clinical trials in which FUS is used in the intracranial treatment of metastatic tumor, glioma, or GBM. RESULTS FUS is safe and effective for treatment of primary or metastatic brain tumors. FUS-augmented drug delivery can open BBB to facilitate the transport of chemotherapeutic agents, immunotherapies, and targeted treatments. The integration of FUS with liquid biopsy has considerable potential for early tumor detection, precise gene profiling, and personalized therapy. Sonodynamic therapy can induce tumor cell apoptosis and could potentially be used to enhance the outcomes of other tumor treatments, such as surgery and chemotherapy. CONCLUSION Further work is required to establish FUS as a standard therapy for BMs. FUS has the potential to transform brain tumor treatment, particularly when combined with immunotherapy and targeted therapy as a non-invasive alternative to surgery and radiation therapy.
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Affiliation(s)
- Yi-Hsiu Chen
- Department of Neurosurgery, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
- Institute of Neuroscience, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - David Moore
- Focused Ultrasound Foundation, 1230 Cedars Court, Suite 206, Charlottesville, VA, 22903, USA
| | - Cheng-Chia Lee
- Department of Neurosurgery, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yan-Hua Su
- Department of Neurosurgery, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan.
- Institute of Neuroscience, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Department of Neurosurgery, Fu Jen Catholic University Hospital, New Taipei City, Taiwan.
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Yuan J, Xu L, Chien CY, Yang Y, Yue Y, Fadera S, Stark AH, Schwetye KE, Nazeri A, Desai R, Athiraman U, Chaudhuri AA, Chen H, Leuthardt EC. First-in-human prospective trial of sonobiopsy in high-grade glioma patients using neuronavigation-guided focused ultrasound. NPJ Precis Oncol 2023; 7:92. [PMID: 37717084 PMCID: PMC10505140 DOI: 10.1038/s41698-023-00448-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 09/05/2023] [Indexed: 09/18/2023] Open
Abstract
Sonobiopsy is an emerging technology that combines focused ultrasound (FUS) with microbubbles to enrich circulating brain disease-specific biomarkers for noninvasive molecular diagnosis of brain diseases. Here, we report the first-in-human prospective trial of sonobiopsy in high-grade glioma patients to evaluate its feasibility and safety in enriching plasma circulating tumor biomarkers. A nimble FUS device integrated with a clinical neuronavigation system was used to perform sonobiopsy following an established clinical workflow for neuronavigation. Analysis of blood samples collected before and after FUS sonication showed that sonobiopsy enriched plasma circulating tumor DNA (ctDNA), including a maximum increase of 1.6-fold for the mononucleosome cell-free DNA (cfDNA) fragments (120-280 bp), 1.9-fold for the patient-specific tumor variant ctDNA level, and 5.6-fold for the TERT mutation ctDNA level. Histological analysis of surgically resected tumors confirmed the safety of the procedure. Transcriptome analysis of sonicated and nonsonicated tumor tissues found that FUS sonication modulated cell physical structure-related genes. Only 2 out of 17,982 total detected genes related to the immune pathways were upregulated. These feasibility and safety data support the continued investigation of sonobiopsy for noninvasive molecular diagnosis of brain diseases.
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Affiliation(s)
- Jinyun Yuan
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Lu Xu
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Chih-Yen Chien
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Yaoheng Yang
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Yimei Yue
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Siaka Fadera
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Andrew H Stark
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
| | - Katherine E Schwetye
- Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Arash Nazeri
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Rupen Desai
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Umeshkumar Athiraman
- Department of Anesthesia, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Aadel A Chaudhuri
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
- Department of Radiation Oncology, Washington University School of Medicine, Saint Louis, MO, 63108, USA
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Computer Science and Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Hong Chen
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA.
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, 63110, USA.
- Division of Neurotechnology, Department of Neurosurgery, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
| | - Eric C Leuthardt
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, 63130, USA.
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, MO, 63110, USA.
- Division of Neurotechnology, Department of Neurosurgery, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
- Department of Neuroscience, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
- Center for Innovation in Neuroscience and Technology, Washington University School of Medicine, Saint Louis, MO, 63110, USA.
- Department of Mechanical Engineering and Materials Science, Washington University in St. Louis, Saint Louis, MO, 63130, USA.
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Padilla F, Brenner J, Prada F, Klibanov AL. Theranostics in the vasculature: bioeffects of ultrasound and microbubbles to induce vascular shutdown. Theranostics 2023; 13:4079-4101. [PMID: 37554276 PMCID: PMC10405856 DOI: 10.7150/thno.70372] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 01/07/2023] [Indexed: 08/10/2023] Open
Abstract
Ultrasound-triggered microbubbles destruction leading to vascular shutdown have resulted in preclinical studies in tumor growth delay or inhibition, lesion formation, radio-sensitization and modulation of the immune micro-environment. Antivascular ultrasound aims to be developed as a focal, targeted, non-invasive, mechanical and non-thermal treatment, alone or in combination with other treatments, and this review positions these treatments among the wider therapeutic ultrasound domain. Antivascular effects have been reported for a wide range of ultrasound exposure conditions, and evidence points to a prominent role of cavitation as the main mechanism. At relatively low peak negative acoustic pressure, predominantly non-inertial cavitation is most likely induced, while higher peak negative pressures lead to inertial cavitation and bubbles collapse. Resulting bioeffects start with inflammation and/or loose opening of the endothelial lining of the vessel. The latter causes vascular access of tissue factor, leading to platelet aggregation, and consequent clotting. Alternatively, endothelium damage exposes subendothelial collagen layer, leading to rapid adhesion and aggregation of platelets and clotting. In a pilot clinical trial, a prevalence of tumor response was observed in patients receiving ultrasound-triggered microbubble destruction along with transarterial radioembolization. Two ongoing clinical trials are assessing the effectiveness of ultrasound-stimulated microbubble treatment to enhance radiation effects in cancer patients. Clinical translation of antivascular ultrasound/microbubble approach may thus be forthcoming.
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Affiliation(s)
- Frederic Padilla
- Focused Ultrasound Foundation, Charlottesville, VA 22903, USA
- Department of Radiology, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
| | | | - Francesco Prada
- Focused Ultrasound Foundation, Charlottesville, VA 22903, USA
- Ultrasound Neuroimaging and Therapy Lab, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
- Department of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Alexander L Klibanov
- Department of Radiology, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
- Cardiovascular Division, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
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Ferreira Felloni Borges Y, Cheyuo C, Lozano AM, Fasano A. Essential Tremor - Deep Brain Stimulation vs. Focused Ultrasound. Expert Rev Neurother 2023; 23:603-619. [PMID: 37288812 DOI: 10.1080/14737175.2023.2221789] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 06/01/2023] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Essential Tremor (ET) is one of the most common tremor syndromes typically presented as action tremor, affecting mainly the upper limbs. In at least 30-50% of patients, tremor interferes with quality of life, does not respond to first-line therapies and/or intolerable adverse effects may occur. Therefore, surgery may be considered. AREAS COVERED In this review, the authors discuss and compare unilateral ventral intermedius nucleus deep brain stimulation (VIM DBS) and bilateral DBS with Magnetic Resonance-guided Focused Ultrasound (MRgFUS) thalamotomy, which comprises focused acoustic energy generating ablation under real-time MRI guidance. Discussion includes their impact on tremor reduction and their potential complications. Finally, the authors provide their expert opinion. EXPERT OPINION DBS is adjustable, potentially reversible and allows bilateral treatments; however, it is invasive requires hardware implantation, and has higher surgical risks. Instead, MRgFUS is less invasive, less expensive, and requires no hardware maintenance. Beyond these technical differences, the decision should also involve the patient, family, and caregivers.
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Affiliation(s)
- Yuri Ferreira Felloni Borges
- Edmond J. Safra Program in Parkinson's Disease, Division of Neurology, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, University of Toronto, Toronto, ON, Canada
| | - Cletus Cheyuo
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Andres M Lozano
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
- Krembil Brain Institute, Toronto, ON, Canada
| | - Alfonso Fasano
- Edmond J. Safra Program in Parkinson's Disease, Division of Neurology, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, University of Toronto, Toronto, ON, Canada
- Krembil Brain Institute, Toronto, ON, Canada
- Center for Advancing Neurotechnological Innovation to Application (CRANIA), Toronto, ON, Canada
- Department of Parkinson's Disease & Movement Disorders Rehabilitation, Moriggia-Pelascini Hospital, Gravedona Ed Uniti, Como, Italy
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Mehkri Y, Pierre K, Woodford SJ, Davidson CG, Urhie O, Sriram S, Hernandez J, Hanna C, Lucke-Wold B. Surgical Management of Brain Tumors with Focused Ultrasound. Curr Oncol 2023; 30:4990-5002. [PMID: 37232835 DOI: 10.3390/curroncol30050377] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 04/26/2023] [Accepted: 05/02/2023] [Indexed: 05/27/2023] Open
Abstract
Focused ultrasound is a novel technique for the treatment of aggressive brain tumors that uses both mechanical and thermal mechanisms. This non-invasive technique can allow for both the thermal ablation of inoperable tumors and the delivery of chemotherapy and immunotherapy while minimizing the risk of infection and shortening the time to recovery. With recent advances, focused ultrasound has been increasingly effective for larger tumors without the need for a craniotomy and can be used with minimal surrounding soft tissue damage. Treatment efficacy is dependent on multiple variables, including blood-brain barrier permeability, patient anatomical features, and tumor-specific features. Currently, many clinical trials are currently underway for the treatment of non-neoplastic cranial pathologies and other non-cranial malignancies. In this article, we review the current state of surgical management of brain tumors using focused ultrasound.
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Affiliation(s)
- Yusuf Mehkri
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
| | - Kevin Pierre
- Department of Radiology, College of Medicine, University of Florida, 1600 SW Archer Rd, Gainesville, FL 32608, USA
| | - Samuel Joel Woodford
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
| | - Caroline Grace Davidson
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
| | - Ogaga Urhie
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
| | - Sai Sriram
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
| | - Jairo Hernandez
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
| | - Chadwin Hanna
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, College of Medicine, University of Florida, 1505 SW Archer Rd, Gainesville, FL 32608, USA
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17
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Xu L, Pacia CP, Gong Y, Hu Z, Chien CY, Yang L, Gach HM, Hao Y, Comron H, Huang J, Leuthardt EC, Chen H. Characterization of the Targeting Accuracy of a Neuronavigation-Guided Transcranial FUS System In Vitro, In Vivo, and In Silico. IEEE Trans Biomed Eng 2023; 70:1528-1538. [PMID: 36374883 PMCID: PMC10176741 DOI: 10.1109/tbme.2022.3221887] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Focused ultrasound (FUS)-enabled liquid biopsy (sonobiopsy) is an emerging technique for the noninvasive and spatiotemporally controlled diagnosis of brain cancer by inducing blood-brain barrier (BBB) disruption to release brain tumor-specific biomarkers into the blood circulation. The feasibility, safety, and efficacy of sonobiopsy were demonstrated in both small and large animal models using magnetic resonance-guided FUS devices. However, the high cost and complex operation of magnetic resonance-guided FUS devices limit the future broad application of sonobiopsy in the clinic. In this study, a neuronavigation-guided sonobiopsy device is developed and its targeting accuracy is characterized in vitro, in vivo, and in silico. The sonobiopsy device integrated a commercially available neuronavigation system (BrainSight) with a nimble, lightweight FUS transducer. Its targeting accuracy was characterized in vitro in a water tank using a hydrophone. The performance of the device in BBB disruption was verified in vivo using a pig model, and the targeting accuracy was quantified by measuring the offset between the target and the actual locations of BBB opening. The feasibility of the FUS device in targeting glioblastoma (GBM) tumors was evaluated in silico using numerical simulation by the k-Wave toolbox in glioblastoma patients. It was found that the targeting accuracy of the neuronavigation-guided sonobiopsy device was 1.7 ± 0.8 mm as measured in the water tank. The neuronavigation-guided FUS device successfully induced BBB disruption in pigs with a targeting accuracy of 3.3 ± 1.4 mm. The targeting accuracy of the FUS transducer at the GBM tumor was 5.5 ± 4.9 mm. Age, sex, and incident locations were found to be not correlated with the targeting accuracy in GBM patients. This study demonstrated that the developed neuronavigation-guided FUS device could target the brain with a high spatial targeting accuracy, paving the foundation for its application in the clinic.
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18
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Johansen PM, Hansen PY, Mohamed AA, Girshfeld SJ, Feldmann M, Lucke-Wold B. Focused ultrasound for treatment of peripheral brain tumors. EXPLORATION OF DRUG SCIENCE 2023; 1:107-125. [PMID: 37171968 PMCID: PMC10168685 DOI: 10.37349/eds.2023.00009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 04/13/2023] [Indexed: 05/14/2023]
Abstract
Malignant brain tumors are the leading cause of cancer-related death in children and remain a significant cause of morbidity and mortality throughout all demographics. Central nervous system (CNS) tumors are classically treated with surgical resection and radiotherapy in addition to adjuvant chemotherapy. However, the therapeutic efficacy of chemotherapeutic agents is limited due to the blood-brain barrier (BBB). Magnetic resonance guided focused ultrasound (MRgFUS) is a new and promising intervention for CNS tumors, which has shown success in preclinical trials. High-intensity focused ultrasound (HIFU) has the capacity to serve as a direct therapeutic agent in the form of thermoablation and mechanical destruction of the tumor. Low-intensity focused ultrasound (LIFU) has been shown to disrupt the BBB and enhance the uptake of therapeutic agents in the brain and CNS. The authors present a review of MRgFUS in the treatment of CNS tumors. This treatment method has shown promising results in preclinical trials including minimal adverse effects, increased infiltration of the therapeutic agents into the CNS, decreased tumor progression, and improved survival rates.
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Affiliation(s)
| | - Payton Yerke Hansen
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Ali A. Mohamed
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Sarah J. Girshfeld
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Marc Feldmann
- College of Medicine, University of Florida, Gainesville, FL 32611, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32611, USA
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Pacia CP, Yuan J, Yue Y, Leuthardt EC, Benzinger TLS, Nazeri A, Chen H. Focused Ultrasound-mediated Liquid Biopsy in a Tauopathy Mouse Model. Radiology 2023; 307:e220869. [PMID: 36719290 PMCID: PMC10102631 DOI: 10.1148/radiol.220869] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 10/22/2022] [Accepted: 11/14/2022] [Indexed: 02/01/2023]
Abstract
Background Neurodegenerative disorders (such as Alzheimer disease) characterized by the deposition of various pathogenic forms of tau protein in the brain are collectively referred to as tauopathies. Identification of the molecular drivers and pathways of neurodegeneration is critical to individualized targeted treatment of these disorders. However, despite important advances in fluid biomarker detection, characterization of these molecular subtypes is limited by the blood-brain barrier. Purpose To evaluate the feasibility and safety of focused ultrasound-mediated liquid biopsy (sonobiopsy) in the detection of brain-derived protein biomarkers in a transgenic mouse model of tauopathy (PS19 mice). Materials and Methods Sonobiopsy was performed by sonicating the cerebral hemisphere in 2-month-old PS19 and wild-type mice, followed by measurement of plasma phosphorylated tau (p-tau) species (30 minutes after sonication in the sonobiopsy group). Next, spatially targeted sonobiopsy was performed by sonicating either the cerebral cortex or the hippocampus in 6-month-old PS19 mice. To detect changes in plasma neurofilament light chain (a biomarker of neurodegeneration) levels, blood samples were collected before and after sonication (15 and 45-60 minutes after sonication). Histologic staining was performed to evaluate tissue damage after sonobiopsy. The Shapiro-Wilk test, unpaired and paired t tests, and the Mann-Whitney U test were used. Results In the 2-month-old mice, sonobiopsy significantly increased the normalized levels of plasma p-tau species compared with the conventional blood-based liquid biopsy (p-tau-181-to-mouse tau [m-tau] ratio: 1.7-fold increase, P = .006; p-tau-231-to-m-tau ratio: 1.4-fold increase, P = .048). In the 6-month-old PS19 mice, spatially targeted sonobiopsy resulted in a 2.3-fold increase in plasma neurofilament light chain after sonication of the hippocampus and cerebral cortex (P < .001). After optimization of the sonobiopsy parameters, no excess microhemorrhage was observed in the treated cerebral hemisphere compared with the contralateral side. Conclusion This study showed the feasibility of sonobiopsy to release phosphorylated tau species and neurofilament light chain to the blood circulation, potentially facilitating diagnosis of neurodegenerative disorders. © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Fowlkes in this issue.
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Affiliation(s)
- Christopher Pham Pacia
- From the Department of Biomedical Engineering, Washington University
in St Louis, 4511 Forest Park Ave, St Louis, MO 63108 (C.P.P., J.Y., Y.Y.,
E.C.L., H.C.); Department of Neurosurgery (E.C.L.), Mallinckrodt Institute of
Radiology (T.L.S.B., A.N.), and Department of Radiation Oncology (H.C.),
Washington University School of Medicine, St Louis, Mo
| | - Jinyun Yuan
- From the Department of Biomedical Engineering, Washington University
in St Louis, 4511 Forest Park Ave, St Louis, MO 63108 (C.P.P., J.Y., Y.Y.,
E.C.L., H.C.); Department of Neurosurgery (E.C.L.), Mallinckrodt Institute of
Radiology (T.L.S.B., A.N.), and Department of Radiation Oncology (H.C.),
Washington University School of Medicine, St Louis, Mo
| | - Yimei Yue
- From the Department of Biomedical Engineering, Washington University
in St Louis, 4511 Forest Park Ave, St Louis, MO 63108 (C.P.P., J.Y., Y.Y.,
E.C.L., H.C.); Department of Neurosurgery (E.C.L.), Mallinckrodt Institute of
Radiology (T.L.S.B., A.N.), and Department of Radiation Oncology (H.C.),
Washington University School of Medicine, St Louis, Mo
| | - Eric C. Leuthardt
- From the Department of Biomedical Engineering, Washington University
in St Louis, 4511 Forest Park Ave, St Louis, MO 63108 (C.P.P., J.Y., Y.Y.,
E.C.L., H.C.); Department of Neurosurgery (E.C.L.), Mallinckrodt Institute of
Radiology (T.L.S.B., A.N.), and Department of Radiation Oncology (H.C.),
Washington University School of Medicine, St Louis, Mo
| | - Tammie L. S. Benzinger
- From the Department of Biomedical Engineering, Washington University
in St Louis, 4511 Forest Park Ave, St Louis, MO 63108 (C.P.P., J.Y., Y.Y.,
E.C.L., H.C.); Department of Neurosurgery (E.C.L.), Mallinckrodt Institute of
Radiology (T.L.S.B., A.N.), and Department of Radiation Oncology (H.C.),
Washington University School of Medicine, St Louis, Mo
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Yuan J, Xu L, Chien CY, Yang Y, Yue Y, Fadera S, Stark AH, Schwetye KE, Nazeri A, Desai R, Athiraman U, Chaudhuri AA, Chen H, Leuthardt EC. First-in-human prospective trial of sonobiopsy in glioblastoma patients using neuronavigation-guided focused ultrasound. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.17.23287378. [PMID: 36993173 PMCID: PMC10055591 DOI: 10.1101/2023.03.17.23287378] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Sonobiopsy is an emerging technology that combines focused ultrasound (FUS) with microbubbles to enrich circulating brain disease-specific biomarkers for noninvasive molecular diagnosis of brain diseases. Here, we report the first-in-human prospective trial of sonobiopsy in glioblastoma patients to evaluate its feasibility and safety in enriching circulating tumor biomarkers. A nimble FUS device integrated with a clinical neuronavigation system was used to perform sonobiopsy following an established clinical workflow for neuronavigation. Analysis of blood samples collected before and after FUS sonication showed enhanced plasma circulating tumor biomarker levels. Histological analysis of surgically resected tumors confirmed the safety of the procedure. Transcriptome analysis of sonicated and unsonicated tumor tissues found that FUS sonication modulated cell physical structure-related genes but evoked minimal inflammatory response. These feasibility and safety data support the continued investigation of sonobiopsy for noninvasive molecular diagnosis of brain diseases.
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21
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Hu Y, Wei J, Shen Y, Chen S, Chen X. Barrier-breaking effects of ultrasonic cavitation for drug delivery and biomarker release. ULTRASONICS SONOCHEMISTRY 2023; 94:106346. [PMID: 36870921 PMCID: PMC10040969 DOI: 10.1016/j.ultsonch.2023.106346] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 02/15/2023] [Accepted: 02/23/2023] [Indexed: 05/27/2023]
Abstract
Recently, emerging evidence has demonstrated that cavitation actually creates important bidirectional channels on biological barriers for both intratumoral drug delivery and extratumoral biomarker release. To promote the barrier-breaking effects of cavitation for both therapy and diagnosis, we first reviewed recent technical advances of ultrasound and its contrast agents (microbubbles, nanodroplets, and gas-stabilizing nanoparticles) and then reported the newly-revealed cavitation physical details. In particular, we summarized five types of cellular responses of cavitation in breaking the plasma membrane (membrane retraction, sonoporation, endocytosis/exocytosis, blebbing and apoptosis) and compared the vascular cavitation effects of three different types of ultrasound contrast agents in breaking the blood-tumor barrier and tumor microenvironment. Moreover, we highlighted the current achievements of the barrier-breaking effects of cavitation in mediating drug delivery and biomarker release. We emphasized that the precise induction of a specific cavitation effect for barrier-breaking was still challenged by the complex combination of multiple acoustic and non-acoustic cavitation parameters. Therefore, we provided the cutting-edge in-situ cavitation imaging and feedback control methods and suggested the development of an international cavitation quantification standard for the clinical guidance of cavitation-mediated barrier-breaking effects.
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Affiliation(s)
- Yaxin Hu
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, PR China; National-regional Key Technology Engineering Laboratory for Medical Ultrasound, Shenzhen University, Shenzhen, Guangdong, 518060, PR China
| | - Jianpeng Wei
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, PR China; National-regional Key Technology Engineering Laboratory for Medical Ultrasound, Shenzhen University, Shenzhen, Guangdong, 518060, PR China
| | - Yuanyuan Shen
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, PR China; National-regional Key Technology Engineering Laboratory for Medical Ultrasound, Shenzhen University, Shenzhen, Guangdong, 518060, PR China
| | - Siping Chen
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, PR China; National-regional Key Technology Engineering Laboratory for Medical Ultrasound, Shenzhen University, Shenzhen, Guangdong, 518060, PR China
| | - Xin Chen
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, PR China; National-regional Key Technology Engineering Laboratory for Medical Ultrasound, Shenzhen University, Shenzhen, Guangdong, 518060, PR China.
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22
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Martin-Alonso C, Tabrizi S, Xiong K, Blewett T, Patel S, An Z, Sridhar S, Bekdemir A, Shea D, Amini AP, Wang ST, Kirkpatrick J, Rhoades J, Golub TR, Love JC, Adalsteinsson VA, Bhatia SN. A nanoparticle priming agent reduces cellular uptake of cell-free DNA and enhances the sensitivity of liquid biopsies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.13.524003. [PMID: 36711603 PMCID: PMC9882213 DOI: 10.1101/2023.01.13.524003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Liquid biopsies are enabling minimally invasive monitoring and molecular profiling of diseases across medicine, but their sensitivity remains limited by the scarcity of cell-free DNA (cfDNA) in blood. Here, we report an intravenous priming agent that is given prior to a blood draw to increase the abundance of cfDNA in circulation. Our priming agent consists of nanoparticles that act on the cells responsible for cfDNA clearance to slow down cfDNA uptake. In tumor-bearing mice, this agent increases the recovery of circulating tumor DNA (ctDNA) by up to 60-fold and improves the sensitivity of a ctDNA diagnostic assay from 0% to 75% at low tumor burden. We envision that this priming approach will significantly improve the performance of liquid biopsies across a wide range of clinical applications in oncology and beyond.
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23
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Unnisa A, Greig NH, Kamal MA. Nanotechnology: A Promising Targeted Drug Delivery System for Brain Tumours and Alzheimer's Disease. Curr Med Chem 2023; 30:255-270. [PMID: 35345990 PMCID: PMC11335033 DOI: 10.2174/0929867329666220328125206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/26/2022] [Accepted: 02/02/2022] [Indexed: 02/08/2023]
Abstract
Nanotechnology is the process of modulating shape and size at the nanoscale to design and manufacture structures, devices, and systems. Nanotechnology's prospective breakthroughs are incredible, and some cannot even be comprehended right now. The blood-brain barrier, which is a prominent physiological barrier in the brain, limits the adequate elimination of malignant cells by changing the concentration of therapeutic agents at the target tissue. Nanotechnology has sparked interest in recent years as a way to solve these issues and improve drug delivery. Inorganic and organic nanomaterials have been found to be beneficial for bioimaging approaches and controlled drug delivery systems. Brain cancer (BC) and Alzheimer's disease (AD) are two of the prominent disorders of the brain. Even though the pathophysiology and pathways for both disorders are different, nanotechnology with common features can deliver drugs over the BBB, advancing the treatment of both disorders. This innovative technology could provide a foundation for combining diagnostics, treatments, and delivery of targeted drugs to the tumour site, further supervising the response and designing and delivering materials by employing atomic and molecular elements. There is currently limited treatment for Alzheimer's disease, and reversing further progression is difficult. Recently, various nanocarriers have been investigated to improve the bioavailability and efficacy of many AD treatment drugs. Nanotechnology-assisted drugs can penetrate the BBB and reach the target tissue. However, further research is required in this field to ensure the safety and efficacy of drug-loaded nanoparticles. The application of nanotechnology in the diagnosis and treatment of brain tumours and Alzheimer's disease is briefly discussed in this review.
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Affiliation(s)
- Aziz Unnisa
- Department of Pharmaceutical Chemistry, College of Pharmacy, University of Hail, Hail, KSA
| | - Nigel H. Greig
- Drug Design & Development Section, Translational Gerontology Branch, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Mohammad A. Kamal
- Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
- Novel Global Community Educational Foundation, Enzymoics, 7 Peterlee Place, Hebersham, NSW 2770, Australia
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24
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Gorick CM, Breza VR, Nowak KM, Cheng VWT, Fisher DG, Debski AC, Hoch MR, Demir ZEF, Tran NM, Schwartz MR, Sheybani ND, Price RJ. Applications of focused ultrasound-mediated blood-brain barrier opening. Adv Drug Deliv Rev 2022; 191:114583. [PMID: 36272635 PMCID: PMC9712235 DOI: 10.1016/j.addr.2022.114583] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 09/01/2022] [Accepted: 10/14/2022] [Indexed: 01/25/2023]
Abstract
The blood brain barrier (BBB) plays a critically important role in the regulation of central nervous system (CNS) homeostasis, but also represents a major limitation to treatments of brain pathologies. In recent years, focused ultrasound (FUS) in conjunction with gas-filled microbubble contrast agents has emerged as a powerful tool for transiently and non-invasively disrupting the BBB in a targeted and image-guided manner, allowing for localized delivery of drugs, genes, or other therapeutic agents. Beyond the delivery of known therapeutics, FUS-mediated BBB opening also demonstrates the potential for use in neuromodulation and the stimulation of a range of cell- and tissue-level physiological responses that may prove beneficial in disease contexts. Clinical trials investigating the safety and efficacy of FUS-mediated BBB opening are well underway, and offer promising non-surgical approaches to treatment of devastating pathologies. This article reviews a range of pre-clinical and clinical studies demonstrating the tremendous potential of FUS to fundamentally change the paradigm of treatment for CNS diseases.
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Affiliation(s)
- Catherine M Gorick
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Victoria R Breza
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Katherine M Nowak
- Department of Microbiology, Immunology, and Cancer Biology, University of Virginia, Charlottesville, VA 22908, USA
| | - Vinton W T Cheng
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA; Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Delaney G Fisher
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Anna C Debski
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Matthew R Hoch
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Zehra E F Demir
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Nghi M Tran
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Mark R Schwartz
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Natasha D Sheybani
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA
| | - Richard J Price
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA.
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25
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Short SC, Noushmehr H. Unmet need for liquid biomarkers and the Brain-Liquid Biopsy Consortium. Neurooncol Adv 2022; 4:ii1-ii3. [PMID: 36380869 PMCID: PMC9650471 DOI: 10.1093/noajnl/vdac020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2023] Open
Affiliation(s)
- Susan C Short
- Department of Oncology, Leeds Institute of Medical Research at St James’s, University of Leeds, Leeds, UK
| | - Houtan Noushmehr
- Department of Neurosurgery, Henry Ford Health System, Detroit, Michigan, USA
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26
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Hersh AM, Bhimreddy M, Weber-Levine C, Jiang K, Alomari S, Theodore N, Manbachi A, Tyler BM. Applications of Focused Ultrasound for the Treatment of Glioblastoma: A New Frontier. Cancers (Basel) 2022; 14:4920. [PMID: 36230843 PMCID: PMC9563027 DOI: 10.3390/cancers14194920] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 10/04/2022] [Accepted: 10/06/2022] [Indexed: 11/21/2022] Open
Abstract
Glioblastoma (GBM) is an aggressive primary astrocytoma associated with short overall survival. Treatment for GBM primarily consists of maximal safe surgical resection, radiation therapy, and chemotherapy using temozolomide. Nonetheless, recurrence and tumor progression is the norm, driven by tumor stem cell activity and a high mutational burden. Focused ultrasound (FUS) has shown promising results in preclinical and clinical trials for treatment of GBM and has received regulatory approval for the treatment of other neoplasms. Here, we review the range of applications for FUS in the treatment of GBM, which depend on parameters, including frequency, power, pulse duration, and duty cycle. Low-intensity FUS can be used to transiently open the blood-brain barrier (BBB), which restricts diffusion of most macromolecules and therapeutic agents into the brain. Under guidance from magnetic resonance imaging, the BBB can be targeted in a precise location to permit diffusion of molecules only at the vicinity of the tumor, preventing side effects to healthy tissue. BBB opening can also be used to improve detection of cell-free tumor DNA with liquid biopsies, allowing non-invasive diagnosis and identification of molecular mutations. High-intensity FUS can cause tumor ablation via a hyperthermic effect. Additionally, FUS can stimulate immunological attack of tumor cells, can activate sonosensitizers to exert cytotoxic effects on tumor tissue, and can sensitize tumors to radiation therapy. Finally, another mechanism under investigation, known as histotripsy, produces tumor ablation via acoustic cavitation rather than thermal effects.
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Affiliation(s)
- Andrew M. Hersh
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Meghana Bhimreddy
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Carly Weber-Levine
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Kelly Jiang
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Safwan Alomari
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Nicholas Theodore
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Amir Manbachi
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Mechanical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Electrical and Computer Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Betty M. Tyler
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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27
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Del Bene M, Raspagliesi L, Carone G, Gaviani P, Silvani A, Solbiati L, Prada F, DiMeco F. Cranial sonolucent prosthesis: a window of opportunity for neuro-oncology (and neuro-surgery). J Neurooncol 2022; 156:529-540. [PMID: 35079911 DOI: 10.1007/s11060-021-03929-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Accepted: 12/15/2021] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Ultrasound (US) is a versatile technology, able to provide a real-time and multiparametric intraoperative imaging, and a promising way to treat neuro-oncological patients outside the operating room. Anyhow, its potential is limited both in imaging and therapeutic purposes by the existence of the bone shielding. To enhance the spectrum of uses, our group has designed a dedicated US-translucent cranial prosthesis. Herein, we provide the proof of concept of a long-term US-based follow-up and a potential bedside therapeutic exploitation of US. METHODS The prosthesis was first implanted in a cadaveric specimen to record any issue related to the cranioplasty procedure. Hence, the device was implanted in a patient undergoing surgery for a multi-recurrent anaplastic oligodendroglioma. US multiparametric scans through the device were acquired at 3, 6, 9, and 30 months after the procedure. RESULTS The prosthesis could be modeled and implanted through ordinary instruments, with no concerns over safety and feasibility. Trans-prosthesis multiparametric US imaging was feasible, with image quality comparable to intraoperative US. Long-term follow-up in an outpatient setting was possible with no adverse events. Trans-prosthesis mechanical interaction with microbubbles was also feasible during follow-up. CONCLUSIONS This report provides the first proof of concept for a potential breakthrough in the management of neuro-oncological patients. Indeed, through the implantation of an artificial acoustic window, the road is set to employ US both for a more dynamic long-term follow-up, and for US-guided therapeutic applications.
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Affiliation(s)
- Massimiliano Del Bene
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy.
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.
| | - Luca Raspagliesi
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy
| | - Giovanni Carone
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy
| | - Paola Gaviani
- Neuro-Oncological Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Antonio Silvani
- Neuro-Oncological Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Luigi Solbiati
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Francesco Prada
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy
- Department of Neurological Surgery, University of Virginia Health Science Center, Charlottesville, VA, USA
- Focused Ultrasound Foundation, Charlottesville, VA, USA
| | - Francesco DiMeco
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
- Department of Neurological Surgery, Johns Hopkins Medical School, Baltimore, MD, USA
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28
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Pacia CP, Yuan J, Yue Y, Xu L, Nazeri A, Desai R, Gach HM, Wang X, Talcott MR, Chaudhuri AA, Dunn GP, Leuthardt EC, Chen H. Sonobiopsy for minimally invasive, spatiotemporally-controlled, and sensitive detection of glioblastoma-derived circulating tumor DNA. Am J Cancer Res 2022; 12:362-378. [PMID: 34987650 PMCID: PMC8690937 DOI: 10.7150/thno.65597] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 10/06/2021] [Indexed: 12/12/2022] Open
Abstract
Though surgical biopsies provide direct access to tissue for genomic characterization of brain cancer, they are invasive and pose significant clinical risks. Brain cancer management via blood-based liquid biopsies is a minimally invasive alternative; however, the blood-brain barrier (BBB) restricts the release of brain tumor-derived molecular biomarkers necessary for sensitive diagnosis. Methods: A mouse glioblastoma multiforme (GBM) model was used to demonstrate the capability of focused ultrasound (FUS)-enabled liquid biopsy (sonobiopsy) to improve the diagnostic sensitivity of brain tumor-specific genetic mutations compared with conventional blood-based liquid biopsy. Furthermore, a pig GBM model was developed to characterize the translational implications of sonobiopsy in humans. Magnetic resonance imaging (MRI)-guided FUS sonication was performed in mice and pigs to locally enhance the BBB permeability of the GBM tumor. Contrast-enhanced T1-weighted MR images were acquired to evaluate the BBB permeability change. Blood was collected immediately after FUS sonication. Droplet digital PCR was used to quantify the levels of brain tumor-specific genetic mutations in the circulating tumor DNA (ctDNA). Histological staining was performed to evaluate the potential for off-target tissue damage by sonobiopsy. Results: Sonobiopsy improved the detection sensitivity of EGFRvIII from 7.14% to 64.71% and TERT C228T from 14.29% to 45.83% in the mouse GBM model. It also improved the diagnostic sensitivity of EGFRvIII from 28.57% to 100% and TERT C228T from 42.86% to 71.43% in the porcine GBM model. Conclusion: Sonobiopsy disrupts the BBB at the spatially-targeted brain location, releases tumor-derived DNA into the blood circulation, and enables timely collection of ctDNA. Converging evidence from both mouse and pig GBM models strongly supports the clinical translation of sonobiopsy for the minimally invasive, spatiotemporally-controlled, and sensitive molecular characterization of brain cancer.
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29
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Boniface CT, Spellman PT. Blood, Toil, and Taxoteres: Biological Determinates of Treatment-Induce ctDNA Dynamics for Interpreting Tumor Response. Pathol Oncol Res 2022; 28:1610103. [PMID: 35665409 PMCID: PMC9160182 DOI: 10.3389/pore.2022.1610103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 04/29/2022] [Indexed: 11/23/2022]
Abstract
Collection and analysis of circulating tumor DNA (ctDNA) is one of the few methods of liquid biopsy that measures generalizable and tumor specific molecules, and is one of the most promising approaches in assessing the effectiveness of cancer care. Clinical assays that utilize ctDNA are commercially available for the identification of actionable mutations prior to treatment and to assess minimal residual disease after treatment. There is currently no clinical ctDNA assay specifically intended to monitor disease response during treatment, partially due to the complex challenge of understanding the biological sources of ctDNA and the underlying principles that govern its release. Although studies have shown pre- and post-treatment ctDNA levels can be prognostic, there is evidence that early, on-treatment changes in ctDNA levels are more accurate in predicting response. Yet, these results also vary widely among cohorts, cancer type, and treatment, likely due to the driving biology of tumor cell proliferation, cell death, and ctDNA clearance kinetics. To realize the full potential of ctDNA monitoring in cancer care, we may need to reorient our thinking toward the fundamental biological underpinnings of ctDNA release and dissemination from merely seeking convenient clinical correlates.
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Affiliation(s)
- Christopher T. Boniface
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
- *Correspondence: Christopher T. Boniface, ; Paul T. Spellman,
| | - Paul T. Spellman
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States
- *Correspondence: Christopher T. Boniface, ; Paul T. Spellman,
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30
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Hu Z, Xu L, Chien CY, Yang Y, Gong Y, Ye D, Pacia CP, Chen H. 3-D Transcranial Microbubble Cavitation Localization by Four Sensors. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2021; 68:3336-3346. [PMID: 34166187 PMCID: PMC8808337 DOI: 10.1109/tuffc.2021.3091950] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Cavitation is the fundamental physical mechanism of various focused ultrasound (FUS)-mediated therapies in the brain. Accurately knowing the three-dimensional (3-D) location of cavitation in real-time can improve the targeting accuracy and avoid off-target tissue damage. Existing techniques for 3-D passive transcranial cavitation detection require the use of expensive and complicated hemispherical phased arrays with 128 or 256 elements. The objective of this study was to investigate the feasibility of using four sensors for transcranial 3-D localization of cavitation. Differential microbubble cavitation detection combined with the time difference of arrival algorithm was developed for the localization using the four sensors. Numerical simulation using k-Wave toolbox was performed to validate the proposed method for transcranial cavitation source localization. The sensors with a center frequency of 2.25 MHz and a 6 dB bandwidth of 1.39 MHz were used to locate cavitation generated by FUS (500 kHz) sonication of microbubbles that were injected into a tube positioned inside an ex vivo human skullcap. Cavitation emissions from the microbubbles were detected transcranially using the four sensors. Both simulation and experimental studies found that the proposed method achieved accurate 3-D cavitation localization. When the cavitation source was located within 30 mm from the geometric center of the sensor network, the accuracy of the localization method with the skull was measured to be 1.9±1.0 mm, which was not significantly different from that without the skull (1.7 ± 0.5 mm). The accuracy decreased as the cavitation source was away from the geometric center of the sensor network. It also decreased as the pulse length increased. Its accuracy was not significantly affected by the sensor position relative to the skull. In summary, four sensors combined with the proposed localization algorithm offer a simple approach for 3-D transcranial cavitation localization.
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31
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Rincon-Torroella J, Khela H, Bettegowda A, Bettegowda C. Biomarkers and focused ultrasound: the future of liquid biopsy for brain tumor patients. J Neurooncol 2021; 156:33-48. [PMID: 34613580 PMCID: PMC8714625 DOI: 10.1007/s11060-021-03837-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 08/28/2021] [Indexed: 01/12/2023]
Abstract
Introduction Despite advances in modern medicine, brain tumor patients are still monitored purely by clinical evaluation and imaging. Traditionally, invasive strategies such as open or stereotactic biopsies have been used to confirm the etiology of clinical and imaging changes. Liquid biopsies can enable physicians to noninvasively analyze the evolution of a tumor and a patient’s response to specific treatments. However, as a consequence of biology and the current limitations in detection methods, no blood or cerebrospinal fluid (CSF) brain tumor-derived biomarkers are used in routine clinical practice. Enhancing the presence of tumor biomarkers in blood and CSF via brain-blood barrier (BBB) disruption with MRI-guided focused ultrasound (MRgFUS) is a very compelling strategy for future management of brain tumor patients. Methods A literature review on MRgFUS-enabled brain tumor liquid biopsy was performed using Medline/Pubmed databases and clinical trial registries. Results The therapeutic applications of MRgFUS to target brain tumors have been under intense investigation. At high-intensity, MRgFUS can ablate brain tumors and target tissues, which needs to be balanced with the increased risk for damage to surrounding normal structures. At lower-intensity and pulsed-frequency, MRgFUS may be able to disrupt the BBB transiently. Thus, while facilitating intratumoral or parenchymal access to standard or novel therapeutics, BBB disruption with MRgFUS has opened the possibility of enhanced detection of brain tumor-derived biomarkers. Conclusions In this review, we describe the concept of MRgFUS-enabled brain tumor liquid biopsy and present the available preclinical evidence, ongoing clinical trials, limitations, and future directions of this application.
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Affiliation(s)
- Jordina Rincon-Torroella
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N Wolfe St, Phipps 118, Baltimore, MD, 21128, USA
| | - Harmon Khela
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N Wolfe St, Phipps 118, Baltimore, MD, 21128, USA
| | - Anya Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N Wolfe St, Phipps 118, Baltimore, MD, 21128, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N Wolfe St, Phipps 118, Baltimore, MD, 21128, USA.
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32
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An Y, Fan F, Jiang X, Sun K. Recent Advances in Liquid Biopsy of Brain Cancers. Front Genet 2021; 12:720270. [PMID: 34603383 PMCID: PMC8484876 DOI: 10.3389/fgene.2021.720270] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 08/23/2021] [Indexed: 11/13/2022] Open
Abstract
Brain cancers are among the top causes of death worldwide. Although, the survival rates vary widely depending on the type of the tumor, early diagnosis could generally benefit in better prognosis outcomes of the brain cancer patients. Conventionally, neuroimaging and biopsy are the most widely used approaches in diagnosis, subtyping, and prognosis monitoring of brain cancers, while emerging liquid biopsy assays using peripheral blood or cerebrospinal fluid have demonstrated many favorable characteristics in this task, especially due to their minimally invasive and easiness in sampling nature. Here, we review the recent studies in the liquid biopsy of brain cancers. We discuss the methodologies and performances of various assays on diagnosis, tumor subtyping, relapse prediction as well as prognosis monitoring in brain cancers, which approaches have made a big step toward clinical benefits of brain cancer patients.
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Affiliation(s)
- Yunyun An
- Shenzhen Bay Laboratory, Shenzhen, China
| | - Fei Fan
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaobing Jiang
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kun Sun
- Shenzhen Bay Laboratory, Shenzhen, China
- BGI-Shenzhen, Shenzhen, China
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33
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Liu L, Li X, Wu H, Tang Y, Li X, Shi Y. The COX10-AS1/miR-641/E2F6 Feedback Loop Is Involved in the Progression of Glioma. Front Oncol 2021; 11:648152. [PMID: 34381702 PMCID: PMC8350443 DOI: 10.3389/fonc.2021.648152] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 04/16/2021] [Indexed: 12/13/2022] Open
Abstract
Glioma is the most common primary tumour of the central nervous system and is considered one of the greatest challenges for neurosurgery. Mounting evidence has shown that lncRNAs participate in various biological processes of tumours, including glioma. This study aimed to reveal the role and relevant mechanism of COX10-AS1 in glioma. The expression of COX10-AS1, miR-641 and E2F6 was measured by qRT-PCR and/or western blot. Clone formation assays, EdU assays, Transwell assays and tumour xenograft experiments were performed to evaluate the effects of COX10-AS1, miR-641 and E2F6 on glioma proliferation, migration and invasion. Luciferase reporter assays, RNA pull-down assays and ChIP assays were conducted to analyse the relationship among COX10-AS1, miR-641 and E2F6. We demonstrated that COX10-AS1 was upregulated in glioma tissues and cell lines, which was related to the grade of glioma and patient survival. Next, through functional assays, we found that COX10-AS1 influenced the proliferation, migration and invasion of glioma cell lines. Then, with the help of bioinformatics analysis, we confirmed that COX10-AS1 regulated glioma progress by acting as a sponge of miR-641 to regulate E2F6. Moreover, further study indicated that E2F6 could promote COX10-AS1 expression by binding to its promoter region. Taken together, the data indicated that COX10-AS1 acts as an oncogene in combination with COX10-AS1/miR-641/E2F6 in glioma, which may be beneficial to the diagnosis and treatment of glioma.
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Affiliation(s)
- Liang Liu
- Department of Neurosurgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xiaojian Li
- Department of Neurosurgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Heming Wu
- Department of Neurosurgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yong Tang
- Department of Neurosurgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xiang Li
- Department of Neurosurgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yan Shi
- Department of Neurosurgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
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34
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McMahon D, O'Reilly MA, Hynynen K. Therapeutic Agent Delivery Across the Blood-Brain Barrier Using Focused Ultrasound. Annu Rev Biomed Eng 2021; 23:89-113. [PMID: 33752471 PMCID: PMC11979953 DOI: 10.1146/annurev-bioeng-062117-121238] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Specialized features of vasculature in the central nervous system greatly limit therapeutic treatment options for many neuropathologies. Focused ultrasound, in combination with circulating microbubbles, can be used to transiently and noninvasively increase cerebrovascular permeability with a high level of spatial precision. For minutes to hours following sonication, drugs can be administered systemically to extravasate in the targeted brain regions and exert a therapeutic effect, after which permeability returns to baseline levels. With the wide range of therapeutic agents that can be delivered using this approach and the growing clinical need, focused ultrasound and microbubble (FUS+MB) exposure in the brain has entered human testing to assess safety. This review outlines the use of FUS+MB-mediated cerebrovascular permeability enhancement as a drug delivery technique, details several technical and biological considerations of this approach, summarizes results from the clinical trials conducted to date, and discusses the future direction of the field.
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Affiliation(s)
- Dallan McMahon
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Ontario M4N 3M5, Canada;
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario M4N 3M5, Canada
| | - Meaghan A O'Reilly
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Ontario M4N 3M5, Canada;
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario M4N 3M5, Canada
| | - Kullervo Hynynen
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Ontario M4N 3M5, Canada;
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario M4N 3M5, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario M4N 3M5, Canada
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Yang Y, Pacia CP, Ye D, Yue Y, Chien CY, Chen H. Static Magnetic Fields Dampen Focused Ultrasound-mediated Blood-Brain Barrier Opening. Radiology 2021; 300:681-689. [PMID: 34227880 DOI: 10.1148/radiol.2021204441] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background Focused ultrasound combined with microbubbles has been used in clinical studies for blood-brain barrier (BBB) opening in conjunction with MRI. However, the impact of the static magnetic field generated by an MRI scanner on the BBB opening outcome has not been evaluated. Purpose To determine the relationship of the static magnetic field of an MRI scanner on focused ultrasound combined with microbubble-induced BBB opening. Materials and Methods Thirty wild-type mice were divided into four groups. Mice from different groups were sonicated with focused ultrasound in different static magnetic fields (approximately 0, 1.5, 3.0, and 4.7 T), with all other experimental parameters kept the same. Focused ultrasound sonication was performed after intravenous injection of microbubbles. Microbubble cavitation activity, the fundamental -physical mechanism underlying focused ultrasound BBB opening, was monitored with passive cavitation detection. After sonication, contrast-enhanced T1-weighted MRI was performed to assess BBB opening outcome. Intravenously injected Evans blue was used as a model agent to evaluate trans-BBB delivery efficiency. Results The microbubble cavitation dose decreased by an average of 2.1 dB at 1.5 T (P = .05), 2.9 dB at 3.0 T (P = .01), and 3.0 dB at 4.7 T (P = .01) compared with that outside the magnetic field (approximately 0 T). The static magnetic field of an MRI scanner decreased BBB opening volume in mice by 3.2-fold at 1.5 T (P < .001), 4.5-fold at 3.0 T (P < .001), and 11.6-fold at 4.7 T (P <.001) compared with mice treated outside the magnetic field. It also decreased Evans blue trans-BBB delivery 1.4-fold at 1.5 T (P = .009), 1.6-fold at 3.0 T (P < .001), and 1.9-fold at 4.7 T (P < .001). Conclusion Static magnetic fields dampened microbubble cavitation activity and decreased trans-blood-brain barrier (BBB) delivery by focused ultrasound combined with microbubble-induced BBB opening. © RSNA, 2021 An earlier incorrect version of this article appeared online. This article was corrected on July 8, 2021.
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Affiliation(s)
- Yaoheng Yang
- From the Departments of Biomedical Engineering (Y. Yang, C.P.P., D.Y., Y. Yue, C.Y.C., H.C.) and Radiation Oncology (H.C.), Washington University in St Louis, 4511 Forest Park Ave, St Louis, MO 63108
| | - Christopher Pham Pacia
- From the Departments of Biomedical Engineering (Y. Yang, C.P.P., D.Y., Y. Yue, C.Y.C., H.C.) and Radiation Oncology (H.C.), Washington University in St Louis, 4511 Forest Park Ave, St Louis, MO 63108
| | - Dezhuang Ye
- From the Departments of Biomedical Engineering (Y. Yang, C.P.P., D.Y., Y. Yue, C.Y.C., H.C.) and Radiation Oncology (H.C.), Washington University in St Louis, 4511 Forest Park Ave, St Louis, MO 63108
| | - Yimei Yue
- From the Departments of Biomedical Engineering (Y. Yang, C.P.P., D.Y., Y. Yue, C.Y.C., H.C.) and Radiation Oncology (H.C.), Washington University in St Louis, 4511 Forest Park Ave, St Louis, MO 63108
| | - Chih-Yen Chien
- From the Departments of Biomedical Engineering (Y. Yang, C.P.P., D.Y., Y. Yue, C.Y.C., H.C.) and Radiation Oncology (H.C.), Washington University in St Louis, 4511 Forest Park Ave, St Louis, MO 63108
| | - Hong Chen
- From the Departments of Biomedical Engineering (Y. Yang, C.P.P., D.Y., Y. Yue, C.Y.C., H.C.) and Radiation Oncology (H.C.), Washington University in St Louis, 4511 Forest Park Ave, St Louis, MO 63108
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