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Pérez-Liva M, Alonso de Leciñana M, Gutiérrez-Fernández M, Camacho Sosa Dias J, F Cruza J, Rodríguez-Pardo J, García-Suárez I, Laso-García F, Herraiz JL, Elvira Segura L. Dual photoacoustic/ultrasound technologies for preclinical research: current status and future trends. Phys Med Biol 2025; 70:07TR01. [PMID: 39914003 DOI: 10.1088/1361-6560/adb368] [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: 09/02/2024] [Accepted: 02/06/2025] [Indexed: 02/12/2025]
Abstract
Photoacoustic (PA) imaging, by integrating optical and ultrasound (US) modalities, combines high spatial resolution with deep tissue penetration, making it a transformative tool in biomedical research. This review presents a comprehensive analysis of the current status of dual PA/US imaging technologies, emphasising their applications in preclinical research. It details advancements in light excitation strategies, including tomographic and microscopic modalities, innovations in pulsed laser and alternative light sources, and US instrumentation. The review further explores preclinical methodologies, encompassing dedicated instrumentation, signal processing, and data analysis techniques essential for PA/US systems. Key applications discussed include the visualisation of blood vessels, micro-circulation, and tissue perfusion; diagnosis and monitoring of inflammation; evaluation of infections, atherosclerosis, burn injuries, healing, and scar formation; assessment of liver and renal diseases; monitoring of epilepsy and neurodegenerative conditions; studies on brain disorders and preeclampsia; cell therapy monitoring; and tumour detection, staging, and recurrence monitoring. Challenges related to imaging depth, resolution, cost, and the translation of contrast agents to clinical practice are analysed, alongside advancements in high-speed acquisition, artificial intelligence-driven reconstruction, and innovative light-delivery methods. While clinical translation remains complex, this review underscores the crucial role of preclinical studies in unravelling fundamental biomedical questions and assessing novel imaging strategies. Ultimately, this review delves into the future trends of dual PA/US imaging, highlighting its potential to bridge preclinical discoveries with clinical applications and drive advances in diagnostics, therapeutic monitoring, and personalised medicine.
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Affiliation(s)
- Mailyn Pérez-Liva
- IPARCOS Institute and EMFTEL Department, Universidad Complutense de Madrid, Pl. de las Ciencias, 1, Moncloa-Aravaca, Madrid 28040, Spain
- Health Research Institute of the Hospital Clínico San Carlos, IdISSC, C/ Profesor Martín Lagos s/n, Madrid 28040, Spain
| | - María Alonso de Leciñana
- Department of Neurology and Stroke Centre, Neurological Sciences and Cerebrovascular Research Laboratory, Neurology and Cerebrovascular Disease Group, Neuroscience Area Hospital La Paz Institute for Health Research-IdiPAZ (La Paz University Hospital, Universidad Autónoma de Madrid), Madrid, Spain
| | - María Gutiérrez-Fernández
- Department of Neurology and Stroke Centre, Neurological Sciences and Cerebrovascular Research Laboratory, Neurology and Cerebrovascular Disease Group, Neuroscience Area Hospital La Paz Institute for Health Research-IdiPAZ (La Paz University Hospital, Universidad Autónoma de Madrid), Madrid, Spain
| | - Jorge Camacho Sosa Dias
- Instituto de Tecnologías Físicas y de la Información (ITEFI, CSIC), Serrano 144, Madrid 28006, Spain
| | - Jorge F Cruza
- Instituto de Tecnologías Físicas y de la Información (ITEFI, CSIC), Serrano 144, Madrid 28006, Spain
| | - Jorge Rodríguez-Pardo
- Department of Neurology and Stroke Centre, Neurological Sciences and Cerebrovascular Research Laboratory, Neurology and Cerebrovascular Disease Group, Neuroscience Area Hospital La Paz Institute for Health Research-IdiPAZ (La Paz University Hospital, Universidad Autónoma de Madrid), Madrid, Spain
| | - Iván García-Suárez
- Department of Neurology and Stroke Centre, Neurological Sciences and Cerebrovascular Research Laboratory, Neurology and Cerebrovascular Disease Group, Neuroscience Area Hospital La Paz Institute for Health Research-IdiPAZ (La Paz University Hospital, Universidad Autónoma de Madrid), Madrid, Spain
- Department of Emergency Service, San Agustín University Hospital, Asturias, Spain
| | - Fernando Laso-García
- Department of Neurology and Stroke Centre, Neurological Sciences and Cerebrovascular Research Laboratory, Neurology and Cerebrovascular Disease Group, Neuroscience Area Hospital La Paz Institute for Health Research-IdiPAZ (La Paz University Hospital, Universidad Autónoma de Madrid), Madrid, Spain
| | - Joaquin L Herraiz
- IPARCOS Institute and EMFTEL Department, Universidad Complutense de Madrid, Pl. de las Ciencias, 1, Moncloa-Aravaca, Madrid 28040, Spain
- Health Research Institute of the Hospital Clínico San Carlos, IdISSC, C/ Profesor Martín Lagos s/n, Madrid 28040, Spain
| | - Luis Elvira Segura
- Instituto de Tecnologías Físicas y de la Información (ITEFI, CSIC), Serrano 144, Madrid 28006, Spain
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Cizmeciyan MN, Bektas NI, Derin N, Denizaltı T, Khoshzaban A, Unlu MB, Celik-Ozenci C. Unveiling placental development in circadian rhythm-disrupted mice: A photo-acoustic imaging study on unstained tissue. Placenta 2024; 158:57-61. [PMID: 39368234 DOI: 10.1016/j.placenta.2024.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 09/12/2024] [Accepted: 10/01/2024] [Indexed: 10/07/2024]
Abstract
INTRODUCTION Circadian rhythm disruption has garnered significant attention for its adverse effects on human health, particularly in reproductive medicine and fetal well-being. Assessing pregnancy health often relies on diagnostic markers such as the labyrinth zone (LZ) proportion within the placenta. This study aimed to investigate the impact of disrupted circadian rhythms on placental health and fetal development using animal models. METHODS AND RESULTS Employing unstained photo-acoustic microscopy (PAM) and hematoxylin and eosin (HE)-stained images, we found them mutually reinforcing. Our images revealed the role of maternal circadian rhythm disrupted group (MCRD) on the LZ and fetus weight: a decrease in LZ area from 5.01 (4.25) mm2 HE (PAM) to 3.58 (2.62) mm2 HE (PAM) on day 16 and 6.48 (5.16) mm2 HE (PAM) to 4.61 (3.03) mm2 HE (PAM) on day 18, resulting in 0.71 times lower fetus weights. We have discriminated a decrease in the mean LZ to placenta area ratio from 64 % to 47 % on day 18 in mice with disrupted circadian rhythms with PAM. DISCUSSION The study highlights the negative influence of circadian rhythm disruption on placental development and fetal well-being. Reduced LZ area and fetal weights in the MCRD group suggest compromised placental function under disrupted circadian rhythms. PAM imaging proved to be an efficient technique for assessing placental development, offering advantages over traditional staining methods. These findings contribute to understanding the underlying mechanisms of circadian disruption on reproductive health and fetal development. Further research is needed to explore interventions to mitigate these effects and improve pregnancy outcomes.
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Affiliation(s)
- M N Cizmeciyan
- Department of Physics, Bogazici University, Bebek, Istanbul, 34342, Turkey; Faculty of Engineering, Ozyegin University, Cekmekoy, Istanbul, 34794, Turkey
| | - N I Bektas
- Department of Histology and Embryology, School of Medicine, Akdeniz University, Antalya, Turkey
| | - N Derin
- Department of Biophysics, School of Medicine, Akdeniz University, Antalya, Turkey
| | - T Denizaltı
- Department of Biophysics, School of Medicine, Akdeniz University, Antalya, Turkey
| | - A Khoshzaban
- Department of Physics, Bogazici University, Bebek, Istanbul, 34342, Turkey
| | - M B Unlu
- Department of Physics, Bogazici University, Bebek, Istanbul, 34342, Turkey; Faculty of Engineering, Ozyegin University, Cekmekoy, Istanbul, 34794, Turkey
| | - C Celik-Ozenci
- Department of Histology and Embryology, School of Medicine, Koc University, Rumelifeneri, Sariyer, Istanbul, 34450, Turkey; Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey.
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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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Yao R, DiSpirito A, Jang H, McGarraugh CT, Nguyen VT, Shi L, Yao J. Virtual-point-based deconvolution for optical-resolution photoacoustic microscopy. JOURNAL OF BIOPHOTONICS 2024; 17:e202400078. [PMID: 38934081 PMCID: PMC11330737 DOI: 10.1002/jbio.202400078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 05/08/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024]
Abstract
Optical-resolution photoacoustic microscopy (OR-PAM) has been increasingly utilized for in vivo imaging of biological tissues, offering structural, functional, and molecular information. In OR-PAM, it is often necessary to make a trade-off between imaging depth, lateral resolution, field of view, and imaging speed. To improve the lateral resolution without sacrificing other performance metrics, we developed a virtual-point-based deconvolution algorithm for OR-PAM (VP-PAM). VP-PAM has achieved a resolution improvement ranging from 43% to 62.5% on a single-line target. In addition, it has outperformed Richardson-Lucy deconvolution with 15 iterations in both structural similarity index and peak signal-to-noise ratio on an OR-PAM image of mouse brain vasculature. When applied to an in vivo glass frog image obtained by a deep-penetrating OR-PAM system with compromised lateral resolution, VP-PAM yielded enhanced resolution and contrast with better-resolved microvessels.
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Affiliation(s)
- Rui Yao
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Anthony DiSpirito
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Hongje Jang
- Department of Biomedical Engineering, University of California San Diego, La Jolla, California, USA
| | | | - Van Tu Nguyen
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Lingyan Shi
- Department of Biomedical Engineering, University of California San Diego, La Jolla, California, USA
| | - Junjie Yao
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
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Sokolowski JD, Soldozy S, Sharifi KA, Norat P, Kearns KN, Liu L, Williams AM, Yağmurlu K, Mastorakos P, Miller GW, Kalani MYS, Park MS, Kellogg RT, Tvrdik P. Preclinical models of middle cerebral artery occlusion: new imaging approaches to a classic technique. Front Neurol 2023; 14:1170675. [PMID: 37409019 PMCID: PMC10318149 DOI: 10.3389/fneur.2023.1170675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 05/30/2023] [Indexed: 07/07/2023] Open
Abstract
Stroke remains a major burden on patients, families, and healthcare professionals, despite major advances in prevention, acute treatment, and rehabilitation. Preclinical basic research can help to better define mechanisms contributing to stroke pathology, and identify therapeutic interventions that can decrease ischemic injury and improve outcomes. Animal models play an essential role in this process, and mouse models are particularly well-suited due to their genetic accessibility and relatively low cost. Here, we review the focal cerebral ischemia models with an emphasis on the middle cerebral artery occlusion technique, a "gold standard" in surgical ischemic stroke models. Also, we highlight several histologic, genetic, and in vivo imaging approaches, including mouse stroke MRI techniques, that have the potential to enhance the rigor of preclinical stroke evaluation. Together, these efforts will pave the way for clinical interventions that can mitigate the negative impact of this devastating disease.
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Affiliation(s)
- Jennifer D. Sokolowski
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, United States
| | - Sauson Soldozy
- Department of Neurological Surgery, Westchester Medical Center, Valhalla, NY, United States
| | - Khadijeh A. Sharifi
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, United States
- Department of Neuroscience, University of Virginia, Charlottesville, VA, United States
| | - Pedro Norat
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, United States
| | - Kathryn N. Kearns
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, United States
| | - Lei Liu
- Department of Neurological Surgery and Neuroscience, Northwestern University, Chicago, IL, United States
| | - Ashley M. Williams
- School of Medicine, Morsani College of Medicine, Tampa, FL, United States
| | - Kaan Yağmurlu
- Department of Neurological Surgery, University of Tennessee, Memphis, TN, United States
| | - Panagiotis Mastorakos
- Department of Neurological Surgery, Thomas Jefferson University, Philadelphia, PA, United States
| | - G. Wilson Miller
- Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, United States
| | - M. Yashar S. Kalani
- Department of Neurological Surgery, St. John's Neuroscience Institute, Tulsa, OK, United States
| | - Min S. Park
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, United States
| | - Ryan T. Kellogg
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, United States
| | - Petr Tvrdik
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, United States
- Department of Neuroscience, University of Virginia, Charlottesville, VA, United States
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Menozzi L, Del Águila Á, Vu T, Ma C, Yang W, Yao J. Integrated Photoacoustic, Ultrasound, and Angiographic Tomography (PAUSAT) for NonInvasive Whole-Brain Imaging of Ischemic Stroke. J Vis Exp 2023:10.3791/65319. [PMID: 37335115 PMCID: PMC10411115 DOI: 10.3791/65319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023] Open
Abstract
Presented here is an experimental ischemic stroke study using our newly developed noninvasive imaging system that integrates three acoustic-based imaging technologies: photoacoustic, ultrasound, and angiographic tomography (PAUSAT). Combining these three modalities helps acquire multi-spectral photoacoustic tomography (PAT) of the brain blood oxygenation, high-frequency ultrasound imaging of the brain tissue, and acoustic angiography of the cerebral blood perfusion. The multi-modal imaging platform allows the study of cerebral perfusion and oxygenation changes in the whole mouse brain after stroke. Two commonly used ischemic stroke models were evaluated: the permanent middle cerebral artery occlusion (pMCAO) model and the photothrombotic (PT) model. PAUSAT was used to image the same mouse brains before and after a stroke and quantitatively analyze both stroke models. This imaging system was able to clearly show the brain vascular changes after ischemic stroke, including significantly reduced blood perfusion and oxygenation in the stroke infarct region (ipsilateral) compared to the uninjured tissue (contralateral). The results were confirmed by both laser speckle contrast imaging and triphenyltetrazolium chloride (TTC) staining. Furthermore, stroke infarct volume in both stroke models was measured and validated by TTC staining as the ground truth. Through this study, we have demonstrated that PAUSAT can be a powerful tool in noninvasive and longitudinal preclinical studies of ischemic stroke.
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Affiliation(s)
- Luca Menozzi
- Department of Biomedical Engineering, Duke University
| | - Ángela Del Águila
- Multidisciplinary Brain Protection Program, Department of Anesthesiology, Duke University School of Medicine
| | - Tri Vu
- Department of Biomedical Engineering, Duke University
| | - Chenshuo Ma
- Department of Biomedical Engineering, Duke University
| | - Wei Yang
- Multidisciplinary Brain Protection Program, Department of Anesthesiology, Duke University School of Medicine;
| | - Junjie Yao
- Department of Biomedical Engineering, Duke University;
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