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Liang X, Quan X, Geng X, Huang Y, Zhao Y, Xi L, Yuan Z, Wang P, Liu B. A promising approach for quantifying focal stroke modeling and assessing stroke progression: optical resolution photoacoustic microscopy photothrombosis. Neural Regen Res 2025; 20:2029-2037. [PMID: 39254565 DOI: 10.4103/nrr.nrr-d-23-01617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 04/25/2024] [Indexed: 09/11/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202507000-00025/figure1/v/2024-09-09T124005Z/r/image-tiff To investigate the mechanisms underlying the onset and progression of ischemic stroke, some methods have been proposed that can simultaneously monitor and create embolisms in the animal cerebral cortex. However, these methods often require complex systems and the effect of age on cerebral embolism has not been adequately studied, although ischemic stroke is strongly age-related. In this study, we propose an optical-resolution photoacoustic microscopy-based visualized photothrombosis methodology to create and monitor ischemic stroke in mice simultaneously using a 532 nm pulsed laser. We observed the molding process in mice of different ages and presented age-dependent vascular embolism differentiation. Moreover, we integrated optical coherence tomography angiography to investigate age-associated trends in cerebrovascular variability following a stroke. Our imaging data and quantitative analyses underscore the differential cerebrovascular responses to stroke in mice of different ages, thereby highlighting the technique's potential for evaluating cerebrovascular health and unraveling age-related mechanisms involved in ischemic strokes.
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Affiliation(s)
- Xiao Liang
- Faculty of Health Sciences, University of Macau, Macao Special Administrative Region, China
- Center for Cognitive and Brain Sciences, University of Macau, Macao Special Administrative Region, China
- Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Xingping Quan
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macao Special Administrative Region, China
| | - Xiaorui Geng
- Faculty of Health Sciences, University of Macau, Macao Special Administrative Region, China
- Center for Cognitive and Brain Sciences, University of Macau, Macao Special Administrative Region, China
| | - Yujing Huang
- Faculty of Health Sciences, University of Macau, Macao Special Administrative Region, China
- Center for Cognitive and Brain Sciences, University of Macau, Macao Special Administrative Region, China
| | - Yonghua Zhao
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macao Special Administrative Region, China
| | - Lei Xi
- Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Zhen Yuan
- Faculty of Health Sciences, University of Macau, Macao Special Administrative Region, China
- Center for Cognitive and Brain Sciences, University of Macau, Macao Special Administrative Region, China
| | - Ping Wang
- Department of Emergency, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Bin Liu
- Department of Emergency, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China
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Menozzi L, Yao J. Deep tissue photoacoustic imaging with light and sound. NPJ IMAGING 2024; 2:44. [PMID: 39525280 PMCID: PMC11541195 DOI: 10.1038/s44303-024-00048-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 09/23/2024] [Indexed: 11/16/2024]
Abstract
Photoacoustic computed tomography (PACT) can harvest diffusive photons to image the optical absorption contrast of molecules in a scattering medium, with ultrasonically-defined spatial resolution. PACT has been extensively used in preclinical research for imaging functional and molecular information in various animal models, with recent clinical translations. In this review, we aim to highlight the recent technical breakthroughs in PACT and the emerging preclinical and clinical applications in deep tissue imaging.
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Affiliation(s)
- Luca Menozzi
- Department of Biomedical Engineering, Duke University, Durham, NC 27708 USA
| | - Junjie Yao
- Department of Biomedical Engineering, Duke University, Durham, NC 27708 USA
- Department of Neurology, Duke University School of Medicine, Durham, NC 27710 USA
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Zhang Y, Jin T, Deng Y, Zhao Z, Wang R, He Q, Luo J, Li J, Du K, Wu T, Yan C, Zhang H, Lu X, Huang C, Gao H. A low-voltage-driven MEMS ultrasonic phased-array transducer for fast 3D volumetric imaging. MICROSYSTEMS & NANOENGINEERING 2024; 10:128. [PMID: 39261463 PMCID: PMC11391059 DOI: 10.1038/s41378-024-00755-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/27/2024] [Accepted: 06/18/2024] [Indexed: 09/13/2024]
Abstract
Wearable ultrasound imaging technology has become an emerging modality for the continuous monitoring of deep-tissue physiology, providing crucial health and disease information. Fast volumetric imaging that can provide a full spatiotemporal view of intrinsic 3D targets is desirable for interpreting internal organ dynamics. However, existing 1D ultrasound transducer arrays provide 2D images, making it challenging to overcome the trade-off between the temporal resolution and volumetric coverage. In addition, the high driving voltage limits their implementation in wearable settings. With the use of microelectromechanical system (MEMS) technology, we report an ultrasonic phased-array transducer, i.e., a 2D piezoelectric micromachined ultrasound transducer (pMUT) array, which is driven by a low voltage and is chip-compatible for fast 3D volumetric imaging. By grouping multiple pMUT cells into one single drive channel/element, we propose an innovative cell-element-array design and operation of a pMUT array that can be used to quantitatively characterize the key coupling effects between each pMUT cell, allowing 3D imaging with 5-V actuation. The pMUT array demonstrates fast volumetric imaging covering a range of 40 mm × 40 mm × 70 mm in wire phantom and vascular phantom experiments, achieving a high temporal frame rate of 11 kHz. The proposed solution offers a full volumetric view of deep-tissue disorders in a fast manner, paving the way for long-term wearable imaging technology for various organs in deep tissues.
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Affiliation(s)
- Yun Zhang
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Tong Jin
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Yining Deng
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Zijie Zhao
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China.
| | - Rui Wang
- School of Biomedical Engineering, Tsinghua University, 100084, Beijing, China
| | - Qiong He
- School of Biomedical Engineering, Tsinghua University, 100084, Beijing, China
| | - Jianwen Luo
- School of Biomedical Engineering, Tsinghua University, 100084, Beijing, China
| | - Jiawei Li
- School of Information Science and Technology, ShanghaiTech University, 201210, Shanghai, China
| | - Kang Du
- School of Information Science and Technology, ShanghaiTech University, 201210, Shanghai, China
| | - Tao Wu
- School of Information Science and Technology, ShanghaiTech University, 201210, Shanghai, China
| | - Chenfang Yan
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China
- University of Chinese Academy of Sciences, 100049, Beijing, China
| | - Hao Zhang
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China
| | - Xinchao Lu
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China
| | - Chengjun Huang
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China.
- University of Chinese Academy of Sciences, 100049, Beijing, China.
| | - Hang Gao
- Institute of Microelectronics of the Chinese Academy of Sciences, 100029, Beijing, China.
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Zhang S, Miao J, Li LS. Challenges and advances in two-dimensional photoacoustic computed tomography: a review. JOURNAL OF BIOMEDICAL OPTICS 2024; 29:070901. [PMID: 39006312 PMCID: PMC11245175 DOI: 10.1117/1.jbo.29.7.070901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 06/18/2024] [Accepted: 06/19/2024] [Indexed: 07/16/2024]
Abstract
Significance Photoacoustic computed tomography (PACT), a hybrid imaging modality combining optical excitation with acoustic detection, has rapidly emerged as a prominent biomedical imaging technique. Aim We review the challenges and advances of PACT, including (1) limited view, (2) anisotropy resolution, (3) spatial aliasing, (4) acoustic heterogeneity (speed of sound mismatch), and (5) fluence correction of spectral unmixing. Approach We performed a comprehensive literature review to summarize the key challenges in PACT toward practical applications and discuss various solutions. Results There is a wide range of contributions from both industry and academic spaces. Various approaches, including emerging deep learning methods, are proposed to improve the performance of PACT further. Conclusions We outline contemporary technologies aimed at tackling the challenges in PACT applications.
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Affiliation(s)
- Shunyao Zhang
- Rice University, Department of Electrical and Computer Engineering, Houston, Texas, United States
| | - Jingyi Miao
- Rice University, Department of Electrical and Computer Engineering, Houston, Texas, United States
| | - Lei S. Li
- Rice University, Department of Electrical and Computer Engineering, Houston, Texas, United States
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Gao R, Xu Z, Liu C. Fast capturing of deep blood flow. Nat Biomed Eng 2024; 8:667-669. [PMID: 38151638 DOI: 10.1038/s41551-023-01162-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2023]
Affiliation(s)
- Rongkang Gao
- Research Laboratory for Biomedical Optics and Molecular Imaging, Key Laboratory of Biomedical Imaging Science and System, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Zhiqiang Xu
- Research Laboratory for Biomedical Optics and Molecular Imaging, Key Laboratory of Biomedical Imaging Science and System, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Chengbo Liu
- Research Laboratory for Biomedical Optics and Molecular Imaging, Key Laboratory of Biomedical Imaging Science and System, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
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