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Eleni Karakatsani M, Estrada H, Chen Z, Shoham S, Deán-Ben XL, Razansky D. Shedding light on ultrasound in action: Optical and optoacoustic monitoring of ultrasound brain interventions. Adv Drug Deliv Rev 2024; 205:115177. [PMID: 38184194 DOI: 10.1016/j.addr.2023.115177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/27/2023] [Accepted: 12/31/2023] [Indexed: 01/08/2024]
Abstract
Monitoring brain responses to ultrasonic interventions is becoming an important pillar of a growing number of applications employing acoustic waves to actuate and cure the brain. Optical interrogation of living tissues provides a unique means for retrieving functional and molecular information related to brain activity and disease-specific biomarkers. The hybrid optoacoustic imaging methods have further enabled deep-tissue imaging with optical contrast at high spatial and temporal resolution. The marriage between light and sound thus brings together the highly complementary advantages of both modalities toward high precision interrogation, stimulation, and therapy of the brain with strong impact in the fields of ultrasound neuromodulation, gene and drug delivery, or noninvasive treatments of neurological and neurodegenerative disorders. In this review, we elaborate on current advances in optical and optoacoustic monitoring of ultrasound interventions. We describe the main principles and mechanisms underlying each method before diving into the corresponding biomedical applications. We identify areas of improvement as well as promising approaches with clinical translation potential.
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Affiliation(s)
- Maria Eleni Karakatsani
- Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, University of Zurich, Switzerland; Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich, Switzerland
| | - Héctor Estrada
- Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, University of Zurich, Switzerland; Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich, Switzerland
| | - Zhenyue Chen
- Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, University of Zurich, Switzerland; Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich, Switzerland
| | - Shy Shoham
- Department of Ophthalmology and Tech4Health and Neuroscience Institutes, NYU Langone Health, NY, USA
| | - Xosé Luís Deán-Ben
- Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, University of Zurich, Switzerland; Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich, Switzerland.
| | - Daniel Razansky
- Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, University of Zurich, Switzerland; Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich, Switzerland.
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Davoudi N, Estrada H, Özbek A, Shoham S, Razansky D. Model-based correction of rapid thermal confounds in fluorescence neuroimaging of targeted perturbation. Neurophotonics 2024; 11:014413. [PMID: 38371339 PMCID: PMC10871046 DOI: 10.1117/1.nph.11.1.014413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 12/01/2023] [Accepted: 12/01/2023] [Indexed: 02/20/2024]
Abstract
Significance An array of techniques for targeted neuromodulation is emerging, with high potential in brain research and therapy. Calcium imaging or other forms of functional fluorescence imaging are central solutions for monitoring cortical neural responses to targeted neuromodulation, but often are confounded by thermal effects that are inter-mixed with neural responses. Aim Here, we develop and demonstrate a method for effectively suppressing fluorescent thermal transients from calcium responses. Approach We use high precision phased-array 3 MHz focused ultrasound delivery integrated with fiberscope-based widefield fluorescence to monitor cortex-wide calcium changes. Our approach for detecting the neural activation first takes advantage of the high inter-hemispheric correlation of resting state Ca 2 + dynamics and then removes the ultrasound-induced thermal effect by subtracting its simulated spatio-temporal signature from the processed profile. Results The focused 350 μ m -sized ultrasound stimulus triggered rapid localized activation events dominated by transient thermal responses produced by ultrasound. By employing bioheat equation to model the ultrasound heat deposition, we can recover putative neural responses to ultrasound. Conclusions The developed method for canceling transient thermal fluorescence quenching could also find applications with optical stimulation techniques to monitor thermal effects and disentangle them from neural responses. This approach may help deepen our understanding of the mechanisms and macroscopic effects of ultrasound neuromodulation, further paving the way for tailoring the stimulation regimes toward specific applications.
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Affiliation(s)
- Neda Davoudi
- University of Zurich, Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, Zurich, Switzerland
- ETH Zurich, Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, Zurich, Switzerland
- ETH AI Center, Zurich, Switzerland
| | - Hector Estrada
- University of Zurich, Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, Zurich, Switzerland
- ETH Zurich, Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, Zurich, Switzerland
| | - Ali Özbek
- University of Zurich, Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, Zurich, Switzerland
- ETH Zurich, Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, Zurich, Switzerland
| | - Shy Shoham
- NYU Langone Health, Neuroscience Institutes, Department of Ophthalmology and Tech4Health New York, United States
| | - Daniel Razansky
- University of Zurich, Institute for Biomedical Engineering and Institute of Pharmacology and Toxicology, Faculty of Medicine, Zurich, Switzerland
- ETH Zurich, Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, Zurich, Switzerland
- ETH AI Center, Zurich, Switzerland
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Shaykevich S, Chan RW, Rana C, Eltaeb M, Little JP, Razansky D, Chan KC, Shoham S. Optoacoustic imaging of the glymphatic system. Veins and Lymphatics 2022. [DOI: 10.4081/vl.2022.10967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Background: The glymphatic system is a brain waste clearance system mediated via cerebrospinal fluid (CSF) flow,1 with implications for influence on neurodegenerative diseases.2 Most preclinical glymphatic studies employ fluorescence imaging, which provides higher specificity, but a smaller field-of-view (FOV), or magnetic resonance imaging (MRI), which provides brain-wide FOV, but lower specificity. Functional optoacoustic neuro-tomography3 (FONT) offers a larger FOV compared to classical optical methods, and higher specificity compared to MRI. However, FONT has not yet been applied to probe the glymphatic system. In this study, we used fluorescence and optoacoustic imaging of a near-infrared dye, Janelia Fluor 669 (JF669), to track CSF and multimodal CSF-hemodynamic flows in mice.
Methods: After observing strong fluorescence and optoacoustic signatures of JF669 in phantom experiments, we performed a series of in vivo experiments in isoflurane-anesthetized C57BL/6 mice (n=3 fluorescence and n=4 FONT experiments, respectively) (Figure 1A). The lumbar injection was applied to deliver JF669 at a rate of 2 µL/min for 30 minutes. A polyethylene tube was placed intrathecally at the lumbar region (L4-L5). The scalp was removed. Fluorescence or FONT images were obtained every 5 minutes after injection.
Results: Fluorescence imaging and FONT probe CSF flow Images (Figure 1B) and time traces (Figure 1C) revealed time-dependent anatomical routes of paravascular influx, including the transport along the olfactory artery (OFA), superior cerebellar artery (SCA), and bilateral middle cerebral artery (MCA). For FONT imaging, since the OFA showed strong fluorescence (Figure 1B), we positioned the ultrasound transducer array at the anterior of the mouse brain with a FOV of 5x5 mm2 (Figure 1A). Standard filtered back-projection reconstruction was applied. Besides the OFA route of the paravascular influx, the dynamic images (Figure 1D) and time-traces (Figure 1E) also revealed time-dependent anatomical routes of CSF-interstitial fluid (ISF) exchange in the olfactory bulb (OFB) and paravascular efflux in the superior sagittal sinus (SSS) and the bilateral inferior cerebral vein (ICV). Next, we studied the aquaporin-4 (AQP4) dependence of glymphatic flow by subcutaneously injecting AQP4 inhibitor TGN020, in addition to the prior procedures. Under fluorescence imaging and FONT, we observed that TGN020 significantly decreased and spatially restricted the spread of JF669 in the brain. FONT spectral unmixing separates CSF and blood We swept the OPO through 680 nm to 750 nm, with 10 nm steps at 10 Hz in the phantom and in each animal. The multispectral reconstructions were unmixed using the known absorption spectra of hemoglobin and the JF669 OA spectrum obtained from the phantom.4 This enabled the separation of blood and JF669 signal (Figure 1D).
Conclusions: We characterized anatomical routes of paravascular influx (OFA), CSF-ISF exchange (OFB) and paravascular efflux using FONT, while fluorescence imaging only enabled visualization of the paravascular influx. We thus demonstrated the feasibility and advantages of FONT for probing the glymphatic system. These findings present great opportunities for monitoring and understanding the glymphatic system during development, aging, disease, pharmacological interventions and genetic modifications.
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Chen Z, Zhou Q, Deán‐Ben XL, Gezginer I, Ni R, Reiss M, Shoham S, Razansky D. Multimodal Noninvasive Functional Neurophotonic Imaging of Murine Brain-Wide Sensory Responses. Adv Sci (Weinh) 2022; 9:e2105588. [PMID: 35798308 PMCID: PMC9404388 DOI: 10.1002/advs.202105588] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 05/09/2022] [Indexed: 05/28/2023]
Abstract
Modern optical neuroimaging approaches are expanding the ability to elucidate complex brain function. Diverse imaging contrasts enable direct observation of neural activity with functional sensors along with the induced hemodynamic responses. To date, decoupling the complex interplay of neurovascular coupling and dynamical physiological states has remained challenging when employing single-modality functional neuroimaging readings. A hybrid fluorescence optoacoustic tomography platform combined with a custom data processing pipeline based on statistical parametric mapping is devised, attaining the first noninvasive observation of simultaneous calcium and hemodynamic activation patterns using optical contrasts. Correlated changes in the oxy- and deoxygenated hemoglobin, total hemoglobin, oxygen saturation, and rapid GCaMP6f fluorescence signals are observed in response to peripheral sensory stimulation. While the concurrent epifluorescence serves to corroborate and complement the functional optoacoustic observations, the latter further aids in decoupling the rapid calcium responses from the slowly varying background in the fluorescence recordings mediated by hemodynamic changes. The hybrid imaging platform expands the capabilities of conventional neuroimaging methods to provide more comprehensive functional readings for studying neurovascular and neurometabolic coupling mechanisms and related diseases.
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Affiliation(s)
- Zhenyue Chen
- Institute for Biomedical Engineering and Institute of Pharmacology and ToxicologyFaculty of MedicineUniversity of ZurichZurich8057Switzerland
- Institute for Biomedical EngineeringDepartment of Information Technology and Electrical EngineeringETH ZurichZurich8092Switzerland
| | - Quanyu Zhou
- Institute for Biomedical Engineering and Institute of Pharmacology and ToxicologyFaculty of MedicineUniversity of ZurichZurich8057Switzerland
- Institute for Biomedical EngineeringDepartment of Information Technology and Electrical EngineeringETH ZurichZurich8092Switzerland
| | - Xosé Luís Deán‐Ben
- Institute for Biomedical Engineering and Institute of Pharmacology and ToxicologyFaculty of MedicineUniversity of ZurichZurich8057Switzerland
- Institute for Biomedical EngineeringDepartment of Information Technology and Electrical EngineeringETH ZurichZurich8092Switzerland
| | - Irmak Gezginer
- Institute for Biomedical Engineering and Institute of Pharmacology and ToxicologyFaculty of MedicineUniversity of ZurichZurich8057Switzerland
- Institute for Biomedical EngineeringDepartment of Information Technology and Electrical EngineeringETH ZurichZurich8092Switzerland
| | - Ruiqing Ni
- Institute for Biomedical Engineering and Institute of Pharmacology and ToxicologyFaculty of MedicineUniversity of ZurichZurich8057Switzerland
- Institute for Biomedical EngineeringDepartment of Information Technology and Electrical EngineeringETH ZurichZurich8092Switzerland
| | - Michael Reiss
- Institute for Biomedical Engineering and Institute of Pharmacology and ToxicologyFaculty of MedicineUniversity of ZurichZurich8057Switzerland
- Institute for Biomedical EngineeringDepartment of Information Technology and Electrical EngineeringETH ZurichZurich8092Switzerland
| | - Shy Shoham
- Department of Ophthalmology and Tech4Health and Neuroscience InstitutesNYU Langone HealthNew York10016USA
| | - Daniel Razansky
- Institute for Biomedical Engineering and Institute of Pharmacology and ToxicologyFaculty of MedicineUniversity of ZurichZurich8057Switzerland
- Institute for Biomedical EngineeringDepartment of Information Technology and Electrical EngineeringETH ZurichZurich8092Switzerland
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Broide M, Levinsky Y, Amarilyo G, Tal R, Harel L, Butbul Y, Abu Ahmad S, Shoham S. POS1306 EXTREME PERIODIC FEVER, APHTHOUS STOMATITIS, PHARYNGITIS AND CERVICAL ADENITIS (PFAPA) ARE A SUBSET OF PFAPA PATIENTS WITH FLARES THAT OCCUR MORE THAN TWICE A MONTH. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.1648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BackgroundThe febrile episodes of periodic fever, aphthous stomatitis, pharyngitis, and cervical adenitis (PFAPA) syndrome occur, by definition, every 2 to 8 weeks.However, a subset of our patients appears to experience attacks at an even higher rate of more than twice a month, and was therefore named extreme PFAPA, or ePFAPA group.ObjectivesTo characterize this group both demographically and clinically in order to compare them to the non-extreme PFAPA (nPFAPA) group.MethodsWe retrospectively reviewed the medical records of patients with PFAPA that were treated in the Schneider Children’s Medical Center of Israel from 3/2014 to 4/2021. Patients with concomitant familial Mediterranean fever were excluded. Thereafter the ePFAPA and nPFAPA groups were compared using Wilcoxon rank sum, Pearson’s chi-squared and Fisher’s exact tests.Results47 patients (12.9%) out a total of 365 PFAPA patients were included in the ePFAPA group. Compared to the nPFAPA group, ePFAPA patients had earlier disease onset (age 1.7 vs 2.96 years, P<0.001) and diagnosis (age 2.94 vs 5.02 years, P<0.001). Moreover, after initiation of an abortive treatment with corticosteroids, ePFAPA patients had higher increased flares frequency (72% vs 40%, P<0.001) and were treated with colchicine prophylaxis more often (67% vs 26%, P<0.001). Other clinical and demographic aspects were not significantly different between the two groups.ConclusionEPFAPA patients are a subset of patients who have earlier onset and diagnosis of PFAPA, and also increased flares frequently after abortive therapy with steroids. Current study is underway to describe the long-term outcome of this group.References[1]Periodic Fever, Aphthosis, Pharyngitis, and Adenitis Syndrome: Analysis of Patients From Two Geographic AreasBatu E, Kara Eroğlu F, Tsoukas P, Hausmann J, Bilginer Y, Kenna M, Licameli G, Fuhlbrigge R, Özen S, Dedeoğlu FArthritis Care and Research (2016) 68(12)[2]POS1326 FAMILIAL PERIODIC FEVER, APHTHOUS STOMATITIS, PHARYNGITIS AND ADENITIS (PFAPA) SYNDROME; IS IT A SEPARATE DISEASE?Butbul YAnnals of the Rheumatic Diseases (2021) 80(Suppl 1)[3]PFAPA syndrome is not a sporadic diseaseCochard M, Clet J, Le L, Pillet P, Onrubia X, Guéron T, Faouzi M, Hofer MRheumatology (2010) 49(10)[4]PFAPA syndrome in children: A meta-analysis on surgical versus medical treatmentPeridis S, Pilgrim G, Koudoumnakis E, Athanasopoulos I, Houlakis M, Parpounas KInternational Journal of Pediatric Otorhinolaryngology[5]The First International Conference on Periodic Fever, Aphthous Stomatitis, Pharyngitis, Adenitis SyndromeHarel L, Hashkes P, Lapidus S, Edwards K, Padeh S, Gattorno M, Marshall GJournal of Pediatrics (2018) 193[6]Long-term follow-up of children with periodic fever, aphthous stomatitis, pharyngitis, and cervical adenitis syndromeWurster V, Carlucci J, Feder H, Edwards KJournal of Pediatrics (2011) 159(6)[7]Periodic fever, aphthous stomatitis, pharyngitis, and adenopathy syndrome: Clinical characteristics and outcomePadeh S, Brezniak N, Zemer D, Pras E, Livneh A, Langevitz P, Migdal A, Pras M, Passwell JJournal of Pediatrics (1999) 135(1)[8]Risk factors for periodic fever, aphthous stomatitis, pharyngitis, and adenitis (PFAPA) syndrome: a case-control studyKettunen S, Lantto U, Koivunen P, Tapiainen T, Uhari M, Renko MEuropean Journal of Pediatrics (2018) 177(8)[9]A clinical review of 105 patients with PFAPA (a periodic fever syndrome)Feder H, Salazar JActa Paediatrica, International Journal of PaediatricsDisclosure of InterestsNone declared
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Abdelfattah AS, Ahuja S, Akkin T, Allu SR, Brake J, Boas DA, Buckley EM, Campbell RE, Chen AI, Cheng X, Čižmár T, Costantini I, De Vittorio M, Devor A, Doran PR, El Khatib M, Emiliani V, Fomin-Thunemann N, Fainman Y, Fernandez-Alfonso T, Ferri CGL, Gilad A, Han X, Harris A, Hillman EMC, Hochgeschwender U, Holt MG, Ji N, Kılıç K, Lake EMR, Li L, Li T, Mächler P, Miller EW, Mesquita RC, Nadella KMNS, Nägerl UV, Nasu Y, Nimmerjahn A, Ondráčková P, Pavone FS, Perez Campos C, Peterka DS, Pisano F, Pisanello F, Puppo F, Sabatini BL, Sadegh S, Sakadzic S, Shoham S, Shroff SN, Silver RA, Sims RR, Smith SL, Srinivasan VJ, Thunemann M, Tian L, Tian L, Troxler T, Valera A, Vaziri A, Vinogradov SA, Vitale F, Wang LV, Uhlířová H, Xu C, Yang C, Yang MH, Yellen G, Yizhar O, Zhao Y. Neurophotonic tools for microscopic measurements and manipulation: status report. Neurophotonics 2022; 9:013001. [PMID: 35493335 PMCID: PMC9047450 DOI: 10.1117/1.nph.9.s1.013001] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Neurophotonics was launched in 2014 coinciding with the launch of the BRAIN Initiative focused on development of technologies for advancement of neuroscience. For the last seven years, Neurophotonics' agenda has been well aligned with this focus on neurotechnologies featuring new optical methods and tools applicable to brain studies. While the BRAIN Initiative 2.0 is pivoting towards applications of these novel tools in the quest to understand the brain, this status report reviews an extensive and diverse toolkit of novel methods to explore brain function that have emerged from the BRAIN Initiative and related large-scale efforts for measurement and manipulation of brain structure and function. Here, we focus on neurophotonic tools mostly applicable to animal studies. A companion report, scheduled to appear later this year, will cover diffuse optical imaging methods applicable to noninvasive human studies. For each domain, we outline the current state-of-the-art of the respective technologies, identify the areas where innovation is needed, and provide an outlook for the future directions.
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Affiliation(s)
- Ahmed S. Abdelfattah
- Brown University, Department of Neuroscience, Providence, Rhode Island, United States
| | - Sapna Ahuja
- University of Pennsylvania, Perelman School of Medicine, Department of Biochemistry and Biophysics, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, School of Arts and Sciences, Department of Chemistry, Philadelphia, Pennsylvania, United States
| | - Taner Akkin
- University of Minnesota, Department of Biomedical Engineering, Minneapolis, Minnesota, United States
| | - Srinivasa Rao Allu
- University of Pennsylvania, Perelman School of Medicine, Department of Biochemistry and Biophysics, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, School of Arts and Sciences, Department of Chemistry, Philadelphia, Pennsylvania, United States
| | - Joshua Brake
- Harvey Mudd College, Department of Engineering, Claremont, California, United States
| | - David A. Boas
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Erin M. Buckley
- Georgia Institute of Technology and Emory University, Wallace H. Coulter Department of Biomedical Engineering, Atlanta, Georgia, United States
- Emory University, Department of Pediatrics, Atlanta, Georgia, United States
| | - Robert E. Campbell
- University of Tokyo, Department of Chemistry, Tokyo, Japan
- University of Alberta, Department of Chemistry, Edmonton, Alberta, Canada
| | - Anderson I. Chen
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Xiaojun Cheng
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Tomáš Čižmár
- Institute of Scientific Instruments of the Czech Academy of Sciences, Brno, Czech Republic
| | - Irene Costantini
- University of Florence, European Laboratory for Non-Linear Spectroscopy, Department of Biology, Florence, Italy
- National Institute of Optics, National Research Council, Rome, Italy
| | - Massimo De Vittorio
- Istituto Italiano di Tecnologia, Center for Biomolecular Nanotechnologies, Arnesano, Italy
| | - Anna Devor
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
- Massachusetts General Hospital, Harvard Medical School, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts, United States
| | - Patrick R. Doran
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Mirna El Khatib
- University of Pennsylvania, Perelman School of Medicine, Department of Biochemistry and Biophysics, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, School of Arts and Sciences, Department of Chemistry, Philadelphia, Pennsylvania, United States
| | | | - Natalie Fomin-Thunemann
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Yeshaiahu Fainman
- University of California San Diego, Department of Electrical and Computer Engineering, La Jolla, California, United States
| | - Tomas Fernandez-Alfonso
- University College London, Department of Neuroscience, Physiology and Pharmacology, London, United Kingdom
| | - Christopher G. L. Ferri
- University of California San Diego, Departments of Neurosciences, La Jolla, California, United States
| | - Ariel Gilad
- The Hebrew University of Jerusalem, Institute for Medical Research Israel–Canada, Department of Medical Neurobiology, Faculty of Medicine, Jerusalem, Israel
| | - Xue Han
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Andrew Harris
- Weizmann Institute of Science, Department of Brain Sciences, Rehovot, Israel
| | | | - Ute Hochgeschwender
- Central Michigan University, Department of Neuroscience, Mount Pleasant, Michigan, United States
| | - Matthew G. Holt
- University of Porto, Instituto de Investigação e Inovação em Saúde (i3S), Porto, Portugal
| | - Na Ji
- University of California Berkeley, Department of Physics, Berkeley, California, United States
| | - Kıvılcım Kılıç
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Evelyn M. R. Lake
- Yale School of Medicine, Department of Radiology and Biomedical Imaging, New Haven, Connecticut, United States
| | - Lei Li
- California Institute of Technology, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, Pasadena, California, United States
| | - Tianqi Li
- University of Minnesota, Department of Biomedical Engineering, Minneapolis, Minnesota, United States
| | - Philipp Mächler
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Evan W. Miller
- University of California Berkeley, Departments of Chemistry and Molecular & Cell Biology and Helen Wills Neuroscience Institute, Berkeley, California, United States
| | | | | | - U. Valentin Nägerl
- Interdisciplinary Institute for Neuroscience University of Bordeaux & CNRS, Bordeaux, France
| | - Yusuke Nasu
- University of Tokyo, Department of Chemistry, Tokyo, Japan
| | - Axel Nimmerjahn
- Salk Institute for Biological Studies, Waitt Advanced Biophotonics Center, La Jolla, California, United States
| | - Petra Ondráčková
- Institute of Scientific Instruments of the Czech Academy of Sciences, Brno, Czech Republic
| | - Francesco S. Pavone
- National Institute of Optics, National Research Council, Rome, Italy
- University of Florence, European Laboratory for Non-Linear Spectroscopy, Department of Physics, Florence, Italy
| | - Citlali Perez Campos
- Columbia University, Zuckerman Mind Brain Behavior Institute, New York, United States
| | - Darcy S. Peterka
- Columbia University, Zuckerman Mind Brain Behavior Institute, New York, United States
| | - Filippo Pisano
- Istituto Italiano di Tecnologia, Center for Biomolecular Nanotechnologies, Arnesano, Italy
| | - Ferruccio Pisanello
- Istituto Italiano di Tecnologia, Center for Biomolecular Nanotechnologies, Arnesano, Italy
| | - Francesca Puppo
- University of California San Diego, Departments of Neurosciences, La Jolla, California, United States
| | - Bernardo L. Sabatini
- Harvard Medical School, Howard Hughes Medical Institute, Department of Neurobiology, Boston, Massachusetts, United States
| | - Sanaz Sadegh
- University of California San Diego, Departments of Neurosciences, La Jolla, California, United States
| | - Sava Sakadzic
- Massachusetts General Hospital, Harvard Medical School, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts, United States
| | - Shy Shoham
- New York University Grossman School of Medicine, Tech4Health and Neuroscience Institutes, New York, New York, United States
| | - Sanaya N. Shroff
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - R. Angus Silver
- University College London, Department of Neuroscience, Physiology and Pharmacology, London, United Kingdom
| | - Ruth R. Sims
- Sorbonne University, INSERM, CNRS, Institut de la Vision, Paris, France
| | - Spencer L. Smith
- University of California Santa Barbara, Department of Electrical and Computer Engineering, Santa Barbara, California, United States
| | - Vivek J. Srinivasan
- New York University Langone Health, Departments of Ophthalmology and Radiology, New York, New York, United States
| | - Martin Thunemann
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Lei Tian
- Boston University, Departments of Electrical Engineering and Biomedical Engineering, Boston, Massachusetts, United States
| | - Lin Tian
- University of California Davis, Department of Biochemistry and Molecular Medicine, Davis, California, United States
| | - Thomas Troxler
- University of Pennsylvania, Perelman School of Medicine, Department of Biochemistry and Biophysics, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, School of Arts and Sciences, Department of Chemistry, Philadelphia, Pennsylvania, United States
| | - Antoine Valera
- University College London, Department of Neuroscience, Physiology and Pharmacology, London, United Kingdom
| | - Alipasha Vaziri
- Rockefeller University, Laboratory of Neurotechnology and Biophysics, New York, New York, United States
- The Rockefeller University, The Kavli Neural Systems Institute, New York, New York, United States
| | - Sergei A. Vinogradov
- University of Pennsylvania, Perelman School of Medicine, Department of Biochemistry and Biophysics, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, School of Arts and Sciences, Department of Chemistry, Philadelphia, Pennsylvania, United States
| | - Flavia Vitale
- Center for Neuroengineering and Therapeutics, Departments of Neurology, Bioengineering, Physical Medicine and Rehabilitation, Philadelphia, Pennsylvania, United States
| | - Lihong V. Wang
- California Institute of Technology, Andrew and Peggy Cherng Department of Medical Engineering, Department of Electrical Engineering, Pasadena, California, United States
| | - Hana Uhlířová
- Institute of Scientific Instruments of the Czech Academy of Sciences, Brno, Czech Republic
| | - Chris Xu
- Cornell University, School of Applied and Engineering Physics, Ithaca, New York, United States
| | - Changhuei Yang
- California Institute of Technology, Departments of Electrical Engineering, Bioengineering and Medical Engineering, Pasadena, California, United States
| | - Mu-Han Yang
- University of California San Diego, Department of Electrical and Computer Engineering, La Jolla, California, United States
| | - Gary Yellen
- Harvard Medical School, Department of Neurobiology, Boston, Massachusetts, United States
| | - Ofer Yizhar
- Weizmann Institute of Science, Department of Brain Sciences, Rehovot, Israel
| | - Yongxin Zhao
- Carnegie Mellon University, Department of Biological Sciences, Pittsburgh, Pennsylvania, United States
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Estrada H, Robin J, Özbek A, Chen Z, Marowsky A, Zhou Q, Beck D, le Roy B, Arand M, Shoham S, Razansky D. High-resolution fluorescence-guided transcranial ultrasound mapping in the live mouse brain. Sci Adv 2021; 7:eabi5464. [PMID: 34878843 PMCID: PMC8654306 DOI: 10.1126/sciadv.abi5464] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 10/19/2021] [Indexed: 05/28/2023]
Abstract
Understanding the physiological impact of transcranial ultrasound in rodent brains may offer an important preclinical model for human scale magnetic resonance–guided focused ultrasound methods. However, precision tools for high-resolution transcranial ultrasound targeting and real-time in vivo tracking of its effects at the mouse brain scale are currently lacking. We report a versatile bidirectional hybrid fluorescence-ultrasound (FLUS) system incorporating a 0.35-mm precision spherical-phased array ultrasound emission with a fiberscope-based wide-field fluorescence imaging. We show how the marriage between cortex-wide functional imaging and targeted ultrasound delivery can be used to transcranially map previously undocumented localized fluorescence events caused by reversible thermal processes and perform high-speed large-scale recording of neural activity induced by focused ultrasound. FLUS thus naturally harnesses the extensive toolbox of fluorescent tags and ultrasound’s localized bioeffects toward visualizing and causally perturbing a plethora of normal and pathophysiological processes in the living murine brain.
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Affiliation(s)
- Hector Estrada
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
- Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Justine Robin
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
- Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Ali Özbek
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
- Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Zhenyue Chen
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
- Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Anne Marowsky
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
| | - Quanyu Zhou
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
- Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Daniel Beck
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
| | - Beau le Roy
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
| | - Michael Arand
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
| | - Shy Shoham
- Department of Ophthalmology and Tech4Health and Neuroscience Institutes, NYU Langone Health, New York, NY 10016, USA
| | - Daniel Razansky
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
- Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland
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8
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Estrada H, Ozbek A, Robin J, Shoham S, Razansky D. Spherical Array System for High-Precision Transcranial Ultrasound Stimulation and Optoacoustic Imaging in Rodents. IEEE Trans Ultrason Ferroelectr Freq Control 2021; 68:107-115. [PMID: 32406833 PMCID: PMC7952015 DOI: 10.1109/tuffc.2020.2994877] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Ultrasound can be delivered transcranially to ablate brain tissue, open the blood-brain barrier, or affect neural activity. Transcranial focused ultrasound in small rodents is typically done with low-frequency single-element transducers, which results in unspecific targeting and impedes the concurrent use of fast neuroimaging methods. In this article, we devised a wide-angle spherical array bidirectional interface for high-resolution parallelized optoacoustic imaging and transcranial ultrasound (POTUS) delivery in the same target regions. The system operates between 3 and 9 MHz, allowing to generate and steer focal spots with widths down to [Formula: see text] across a field of view covering the entire mouse brain, while the same array is used to capture high-resolution 3-D optoacoustic data in real time. We showcase the system's versatile beam-forming capacities as well as volumetric optoacoustic imaging capabilities and discuss its potential to noninvasively monitor brain activity and various effects of ultrasound emission.
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9
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Gill JV, Lerman GM, Zhao H, Stetler BJ, Rinberg D, Shoham S. Precise Holographic Manipulation of Olfactory Circuits Reveals Coding Features Determining Perceptual Detection. Neuron 2020; 108:382-393.e5. [PMID: 32841590 DOI: 10.1016/j.neuron.2020.07.034] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 01/15/2020] [Accepted: 07/27/2020] [Indexed: 10/23/2022]
Abstract
Sensory systems transform the external world into time-varying spike trains. What features of spiking activity are used to guide behavior? In the mouse olfactory bulb, inhalation of different odors leads to changes in the set of neurons activated, as well as when neurons are activated relative to each other (synchrony) and the onset of inhalation (latency). To explore the relevance of each mode of information transmission, we probed the sensitivity of mice to perturbations across each stimulus dimension (i.e., rate, synchrony, and latency) using holographic two-photon optogenetic stimulation of olfactory bulb neurons with cellular and single-action-potential resolution. We found that mice can detect single action potentials evoked synchronously across <20 olfactory bulb neurons. Further, we discovered that detection depends strongly on the synchrony of activation across neurons, but not the latency relative to inhalation.
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Affiliation(s)
- Jonathan V Gill
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA; Center for Neural Science, New York University, New York, NY 10003, USA
| | - Gilad M Lerman
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA
| | - Hetince Zhao
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA; Tech4Health Institute, New York University Langone Health, New York, NY 10016, USA
| | - Benjamin J Stetler
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA; Tech4Health Institute, New York University Langone Health, New York, NY 10016, USA
| | - Dmitry Rinberg
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA; Center for Neural Science, New York University, New York, NY 10003, USA; Department of Physics, New York University, New York, NY 10003, USA.
| | - Shy Shoham
- Neuroscience Institute, New York University Langone Health, New York, NY 10016, USA; Tech4Health Institute, New York University Langone Health, New York, NY 10016, USA; Department of Ophthalmology, New York University Langone Health, New York, NY 10016, USA.
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10
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Chong E, Moroni M, Wilson C, Shoham S, Panzeri S, Rinberg D. Manipulating synthetic optogenetic odors reveals the coding logic of olfactory perception. Science 2020; 368:368/6497/eaba2357. [PMID: 32554567 DOI: 10.1126/science.aba2357] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 05/01/2020] [Indexed: 12/26/2022]
Abstract
How does neural activity generate perception? Finding the combinations of spatial or temporal activity features (such as neuron identity or latency) that are consequential for perception remains challenging. We trained mice to recognize synthetic odors constructed from parametrically defined patterns of optogenetic activation, then measured perceptual changes during extensive and controlled perturbations across spatiotemporal dimensions. We modeled recognition as the matching of patterns to learned templates. The templates that best predicted recognition were sequences of spatially identified units, ordered by latencies relative to each other (with minimal effects of sniff). Within templates, individual units contributed additively, with larger contributions from earlier-activated units. Our synthetic approach reveals the fundamental logic of the olfactory code and provides a general framework for testing links between sensory activity and perception.
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Affiliation(s)
- Edmund Chong
- Neuroscience Institute, NYU Langone Health, New York, NY 10016, USA.
| | - Monica Moroni
- Neural Computation Laboratory, Istituto Italiano di Tecnologia, 38068 Rovereto, Italy. .,CIMeC, University of Trento, Rovereto, Italy
| | | | - Shy Shoham
- Neuroscience Institute, NYU Langone Health, New York, NY 10016, USA.,Center for Neural Science, New York University, New York, NY 10003, USA.,Tech4Health Institute, NYU Langone Health, New York, NY 10010, USA.,Department of Ophthalmology, NYU Langone Health, New York, NY 10017, USA
| | - Stefano Panzeri
- Neural Computation Laboratory, Istituto Italiano di Tecnologia, 38068 Rovereto, Italy
| | - Dmitry Rinberg
- Neuroscience Institute, NYU Langone Health, New York, NY 10016, USA. .,Center for Neural Science, New York University, New York, NY 10003, USA
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11
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Jenks J, Seidel D, Cornely O, Chen S, van Hal S, Kauffman C, Miceli M, Heinemann M, Christner M, Jover Sáenz A, Burchardt A, Kemmerling B, Herbrecht R, Steinmann J, Shoham S, Gräber S, Pagano L, Deeren D, Aslam S, Taplitz R, Revankar S, Baddley J, Mehta S, Reed S, Slavin M, Hoenigl M. Voriconazole plus terbinafine combination antifungal therapy for invasive Lomentospora prolificans infections: analysis of 41 patients from the FungiScope® registry 2008–2019. Clin Microbiol Infect 2020; 26:784.e1-784.e5. [DOI: 10.1016/j.cmi.2020.01.012] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 01/06/2020] [Accepted: 01/11/2020] [Indexed: 12/29/2022]
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12
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Yuan Y, Wang Z, Liu M, Shoham S. Cortical hemodynamic responses induced by low-intensity transcranial ultrasound stimulation of mouse cortex. Neuroimage 2020; 211:116597. [PMID: 32018004 DOI: 10.1016/j.neuroimage.2020.116597] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/28/2019] [Accepted: 01/31/2020] [Indexed: 10/25/2022] Open
Abstract
Ultrasound-mediated neuromodulation is emerging as a key technology for targeted noninvasive brain stimulation, but key insights into its effects and dose-response characteristics are still missing. The purpose of this study is to systematically evaluate the effect of low-intensity transcranial ultrasound stimulation (TUS) on complementary aspects of cerebral hemodynamic. We simultaneously record the EMG signal, local field potential (LFP) and cortical blood flow (CBF) using electrophysiological recording and laser speckle contrast imaging under ultrasound stimulation to simultaneously monitor motor responses, neural activities and hemodynamic changes during the application of low-intensity TUS in mouse motor cortex, using excitation pulses which caused whisker and tail movement. Our experimental results demonstrate interdependent TUS-induced motor, neural activity and hemodynamic responses that peak approximately 0.55s, 1.05s and 2.5s after TUS onset, respectively, and show a linear coupling relationship between their respective varying response amplitudes to repeated stimuli. We also found monotonic dose-response parametric relations of the CBF peak value increase as a function of stimulation intensity and duration, while stimulus duty-cycle had only a weak effect on peak responses. These findings demonstrate that TUS induces a change in cortical hemodynamics and LSCI provide a high temporal resolution view of these changes.
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Affiliation(s)
- Yi Yuan
- Institute of Electrical Engineering, Yanshan University, Qinhuangdao, 066004, China; Departments of Ophthalmology, Departments of Neuroscience and Physiology, NYU Langone Health, New York, 10016, USA.
| | - Zhijie Wang
- Institute of Electrical Engineering, Yanshan University, Qinhuangdao, 066004, China
| | - Mengyang Liu
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, 1090, Austria
| | - Shy Shoham
- Departments of Ophthalmology, Departments of Neuroscience and Physiology, NYU Langone Health, New York, 10016, USA.
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13
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Mullane KM, Morrison VA, Camacho LH, Arvin A, McNeil SA, Durrand J, Campbell B, Su SC, Chan ISF, Parrino J, Kaplan SS, Popmihajlov Z, Annunziato PW, Cerana S, Dictar MO, Bonvehi P, Tregnaghi JP, Fein L, Ashley D, Singh M, Hayes T, Playford G, Morrissey O, Thaler J, Kuehr T, Greil R, Pecherstorfer M, Duck L, Van Eygen K, Aoun M, De Prijck B, Franke FA, Barrios CHE, Mendes AVA, Serrano SV, Garcia RF, Moore F, Camargo JFC, Pires LA, Alves RS, Radinov A, Oreshkov K, Minchev V, Hubenova AI, Koynova T, Ivanov I, Rabotilova B, Minchev V, Petrov PA, Chilingirov P, Karanikolov S, Raynov J, Grimard D, McNeil S, Kumar D, Larratt LM, Weiss K, Delage R, Diaz-Mitoma FJ, Cano PO, Couture F, Carvajal P, Yepes A, Torres Ulloa R, Fardella P, Caglevic C, Rojas C, Orellana E, Gonzalez P, Acevedo A, Galvez KM, Gonzalez ME, Franco S, Restrepo JG, Rojas CA, Bonilla C, Florez LE, Ospina AV, Manneh R, Zorica R, Vrdoljak DV, Samarzija M, Petruzelka L, Vydra J, Mayer J, Cibula D, Prausova J, Paulson G, Ontaneda M, Palk K, Vahlberg A, Rooneem R, Galtier F, Postil D, Lucht F, Laine F, Launay O, Laurichesse H, Duval X, Cornely OA, Camerer B, Panse J, Zaiss M, Derigs HG, Menzel H, Verbeek M, Georgoulias V, Mavroudis D, Anagnostopoulos A, Terpos E, Cortes D, Umanzor J, Bejarano S, Galeano RW, Wong RSM, Hui P, Pedrazzoli P, Ruggeri L, Aversa F, Bosi A, Gentile G, Rambaldi A, Contu A, Marei L, Abbadi A, Hayajneh W, Kattan J, Farhat F, Chahine G, Rutkauskiene J, Marfil Rivera LJ, Lopez Chuken YA, Franco Villarreal H, Lopez Hernandez J, Blacklock H, Lopez RI, Alvarez R, Gomez AM, Quintana TS, Moreno Larrea MDC, Zorrilla SJ, Alarcon E, Samanez FCA, Caguioa PB, Tiangco BJ, Mora EM, Betancourt-Garcia RD, Hallman-Navarro D, Feliciano-Lopez LJ, Velez-Cortes HA, Cabanillas F, Ganea DE, Ciuleanu TE, Ghizdavescu DG, Miron L, Cebotaru CL, Cainap CI, Anghel R, Dvorkin MV, Gladkov OA, Fadeeva NV, Kuzmin AA, Lipatov ON, Zbarskaya II, Akhmetzyanov FS, Litvinov IV, Afanasyev BV, Cherenkova M, Lioznov D, Lisukov IA, Smirnova YA, Kolomietz S, Halawani H, Goh YT, Drgona L, Chudej J, Matejkova M, Reckova M, Rapoport BL, Szpak WM, Malan DR, Jonas N, Jung CW, Lee DG, Yoon SS, Lopez Jimenez J, Duran Martinez I, Rodriguez Moreno JF, Solano Vercet C, de la Camara R, Batlle Massana M, Yeh SP, Chen CY, Chou HH, Tsai CM, Chiu CH, Siritanaratkul N, Norasetthada L, Sriuranpong V, Seetalarom K, Akan H, Dane F, Ozcan MA, Ozsan GH, Kalayoglu Besisik SF, Cagatay A, Yalcin S, Peniket A, Mullan SR, Dakhil KM, Sivarajan K, Suh JJG, Sehgal A, Marquez F, Gomez EG, Mullane MR, Skinner WL, Behrens RJ, Trevarthe DR, Mazurczak MA, Lambiase EA, Vidal CA, Anac SY, Rodrigues GA, Baltz B, Boccia R, Wertheim MS, Holladay CS, Zenk D, Fusselman W, Wade III JL, Jaslowsk AJ, Keegan J, Robinson MO, Go RS, Farnen J, Amin B, Jurgens D, Risi GF, Beatty PG, Naqvi T, Parshad S, Hansen VL, Ahmed M, Steen PD, Badarinath S, Dekker A, Scouros MA, Young DE, Graydon Harker W, Kendall SD, Citron ML, Chedid S, Posada JG, Gupta MK, Rafiyath S, Buechler-Price J, Sreenivasappa S, Chay CH, Burke JM, Young SE, Mahmood A, Kugler JW, Gerstner G, Fuloria J, Belman ND, Geller R, Nieva J, Whittenberger BP, Wong BMY, Cescon TP, Abesada-Terk G, Guarino MJ, Zweibach A, Ibrahim EN, Takahashi G, Garrison MA, Mowat RB, Choi BS, Oliff IA, Singh J, Guter KA, Ayrons K, Rowland KM, Noga SJ, Rao SB, Columbie A, Nualart MT, Cecchi GR, Campos LT, Mohebtash M, Flores MR, Rothstein-Rubin R, O'Connor BM, Soori G, Knapp M, Miranda FG, Goodgame BW, Kassem M, Belani R, Sharma S, Ortiz T, Sonneborn HL, Markowitz AB, Wilbur D, Meiri E, Koo VS, Jhangiani HS, Wong L, Sanani S, Lawrence SJ, Jones CM, Murray C, Papageorgiou C, Gurtler JS, Ascensao JL, Seetalarom K, Venigalla ML, D'Andrea M, De Las Casas C, Haile DJ, Qazi FU, Santander JL, Thomas MR, Rao VP, Craig M, Garg RJ, Robles R, Lyons RM, Stegemoller RK, Goel S, Garg S, Lowry P, Lynch C, Lash B, Repka T, Baker J, Goueli BS, Campbell TC, Van Echo DA, Lee YJ, Reyes EA, Senecal FM, Donnelly G, Byeff P, Weiss R, Reid T, Roeland E, Goel A, Prow DM, Brandt DS, Kaplan HG, Payne JE, Boeckh MG, Rosen PJ, Mena RR, Khan R, Betts RF, Sharp SA, Morrison VA, Fitz-Patrick D, Congdon J, Erickson N, Abbasi R, Henderson S, Mehdi A, Wos EJ, Rehmus E, Beltzer L, Tamayo RA, Mahmood T, Reboli AC, Moore A, Brown JM, Cruz J, Quick DP, Potz JL, Kotz KW, Hutchins M, Chowhan NM, Devabhaktuni YD, Braly P, Berenguer RA, Shambaugh SC, O'Rourke TJ, Conkright WA, Winkler CF, Addo FEK, Duic JP, High KP, Kutner ME, Collins R, Carrizosa DR, Perry DJ, Kailath E, Rosen N, Sotolongo R, Shoham S, Chen T. Safety and efficacy of inactivated varicella zoster virus vaccine in immunocompromised patients with malignancies: a two-arm, randomised, double-blind, phase 3 trial. The Lancet Infectious Diseases 2019; 19:1001-1012. [DOI: 10.1016/s1473-3099(19)30310-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 05/02/2019] [Accepted: 05/03/2019] [Indexed: 12/25/2022]
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14
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Gottschalk S, Degtyaruk O, Mc Larney B, Rebling J, Hutter MA, Deán-Ben XL, Shoham S, Razansky D. Rapid volumetric optoacoustic imaging of neural dynamics across the mouse brain. Nat Biomed Eng 2019; 3:392-401. [PMID: 30992553 PMCID: PMC6825512 DOI: 10.1038/s41551-019-0372-9] [Citation(s) in RCA: 129] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 02/19/2019] [Indexed: 01/25/2023]
Abstract
Efforts to scale neuroimaging towards the direct visualization of mammalian brain-wide neuronal activity have faced major challenges. Although high-resolution optical imaging of the whole brain in small animals has been achieved ex vivo, the real-time and direct monitoring of large-scale neuronal activity remains difficult, owing to the performance gap between localized, largely invasive, optical microscopy of rapid, cellular-resolved neuronal activity and whole-brain macroscopy of slow haemodynamics and metabolism. Here, we demonstrate both ex vivo and non-invasive in vivo functional optoacoustic (OA) neuroimaging of mice expressing the genetically encoded calcium indicator GCaMP6f. The approach offers rapid, high-resolution three-dimensional snapshots of whole-brain neuronal activity maps using single OA excitations, and of stimulus-evoked slow haemodynamics and fast calcium activity in the presence of strong haemoglobin background absorption. By providing direct neuroimaging at depths and spatiotemporal resolutions superior to optical fluorescence imaging, functional OA neuroimaging bridges the gap between functional microscopy and whole-brain macroscopy.
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Affiliation(s)
- Sven Gottschalk
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
| | - Oleksiy Degtyaruk
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
| | - Benedict Mc Larney
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Faculty of Medicine, Technical University of Munich, Munich, Germany
| | - Johannes Rebling
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Faculty of Medicine, Technical University of Munich, Munich, Germany
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
- Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
- Institute for Biomedical Engineering, ETH Zurich, Zurich, Switzerland
- Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Switzerland
| | - Magdalena Anastasia Hutter
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Department of Electrical and Computer Engineering, Technical University of Munich, Munich, Germany
| | - Xosé Luís Deán-Ben
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
- Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
- Institute for Biomedical Engineering, ETH Zurich, Zurich, Switzerland
- Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Switzerland
| | - Shy Shoham
- Tech4Health Institute, New York University Langone Health, New York, NY, USA.
- Neuroscience Institute, New York University Langone Health, New York, NY, USA.
- Department of Ophthalmology, New York University Langone Health, New York, NY, USA.
| | - Daniel Razansky
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany.
- Faculty of Medicine, Technical University of Munich, Munich, Germany.
- Faculty of Medicine, University of Zurich, Zurich, Switzerland.
- Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland.
- Institute for Biomedical Engineering, ETH Zurich, Zurich, Switzerland.
- Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Switzerland.
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15
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Gottschalk S, Degtyaruk O, Mc Larney B, Rebling J, Deán-Ben XL, Shoham S, Razansky D. Isolated Murine Brain Model for Large-Scale Optoacoustic Calcium Imaging. Front Neurosci 2019; 13:290. [PMID: 31068768 PMCID: PMC6491858 DOI: 10.3389/fnins.2019.00290] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 03/12/2019] [Indexed: 12/29/2022] Open
Abstract
Real-time visualization of large-scale neural dynamics in whole mammalian brains is hindered with existing neuroimaging methods having limited capacity when it comes to imaging large tissue volumes at high speeds. Optoacoustic imaging has been shown to be capable of real-time three-dimensional imaging of multiple cerebral hemodynamic parameters in rodents. However, optoacoustic imaging of calcium activity deep within the mammalian brain is hampered by strong blood absorption in the visible light spectrum as well as a lack of activity labels excitable in the near-infrared window. We have developed and validated an isolated whole mouse brain preparation labeled with genetically encoded calcium indicator GCaMP6f, which can closely resemble in vivo conditions. An optoacoustic imaging system coupled to a superfusion system was further designed and used for rapid volumetric monitoring of stimulus-evoked calcium dynamics in the brain. These new imaging setup and isolated preparation's protocols and characteristics are described here in detail. Our new technique captures calcium fluxes as true three-dimensional information across the entire brain with temporal resolution of 10 ms and spatial resolution of 150 μm, thus enabling large-scale neural recording at penetration depths and spatio-temporal resolution scales not covered with any existing neuroimaging techniques.
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Affiliation(s)
- Sven Gottschalk
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
| | - Oleksiy Degtyaruk
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
| | - Benedict Mc Larney
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Faculty of Medicine, Technical University of Munich, Munich, Germany
| | - Johannes Rebling
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Faculty of Medicine, Technical University of Munich, Munich, Germany
- Faculty of Medicine, Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
- Institute for Biomedical Engineering and Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Switzerland
| | - Xosé Luis Deán-Ben
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Faculty of Medicine, Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
- Institute for Biomedical Engineering and Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Switzerland
| | - Shy Shoham
- Tech4Health and Neuroscience Institutes and Department of Ophthalmology, New York University Langone Health, New York, NY, United States
| | - Daniel Razansky
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
- Faculty of Medicine, Technical University of Munich, Munich, Germany
- Faculty of Medicine, Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
- Institute for Biomedical Engineering and Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Switzerland
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16
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Qian Y, Piatkevich KD, Mc Larney B, Abdelfattah AS, Mehta S, Murdock MH, Gottschalk S, Molina RS, Zhang W, Chen Y, Wu J, Drobizhev M, Hughes TE, Zhang J, Schreiter ER, Shoham S, Razansky D, Boyden ES, Campbell RE. A genetically encoded near-infrared fluorescent calcium ion indicator. Nat Methods 2019; 16:171-174. [PMID: 30664778 PMCID: PMC6393164 DOI: 10.1038/s41592-018-0294-6] [Citation(s) in RCA: 123] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 12/04/2018] [Indexed: 11/09/2022]
Abstract
We report an intensiometric, near-infrared (NIR) fluorescent, genetically encoded calcium ion (Ca2+) indicator (GECI) with excitation and emission maxima at 678 nm and 704 nm, respectively. This GECI, designated NIR-GECO1, enables imaging of Ca2+ transients in cultured mammalian cells and brain tissue with sensitivity comparable to currently available visible-wavelength GECIs. We demonstrate that NIR-GECO1 opens up new vistas for multicolor Ca2+ imaging in combination with other optogenetic indicators and actuators.
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Affiliation(s)
- Yong Qian
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Kiryl D Piatkevich
- Media Lab and McGovern Institute for Brain Research, MIT, Cambridge, MA, USA
| | - Benedict Mc Larney
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany.,Faculty of Medicine, Technical University of Munich, Munich, Germany
| | | | - Sohum Mehta
- Department of Pharmacology, University of California San Diego, La Jolla, CA, USA
| | - Mitchell H Murdock
- Media Lab and McGovern Institute for Brain Research, MIT, Cambridge, MA, USA
| | - Sven Gottschalk
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany
| | - Rosana S Molina
- Department of Cell Biology and Neuroscience, Montana State University, Bozeman, MT, USA
| | - Wei Zhang
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Yingche Chen
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jiahui Wu
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Mikhail Drobizhev
- Department of Cell Biology and Neuroscience, Montana State University, Bozeman, MT, USA
| | - Thomas E Hughes
- Department of Cell Biology and Neuroscience, Montana State University, Bozeman, MT, USA
| | - Jin Zhang
- Department of Pharmacology, University of California San Diego, La Jolla, CA, USA
| | - Eric R Schreiter
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, USA
| | - Shy Shoham
- Departments of Ophthalmology and of Neuroscience and Physiology, New York University Langone Health, New York City, NY, USA
| | - Daniel Razansky
- Institute for Biological and Medical Imaging, Helmholtz Center Munich, Neuherberg, Germany.,Faculty of Medicine, Technical University of Munich, Munich, Germany.,Faculty of Medicine and Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland.,Department of Information Technology and Electrical Engineering and Institute for Biomedical Engineering, ETH Zurich, Zurich, Switzerland
| | - Edward S Boyden
- Media Lab and McGovern Institute for Brain Research, MIT, Cambridge, MA, USA
| | - Robert E Campbell
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada. .,Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo, Japan.
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Shor E, Merdler U, Brosh I, Shoham S, Levenberg S. Induced neuro-vascular interactions robustly enhance functional attributes of engineered neural implants. Biomaterials 2018; 180:1-11. [DOI: 10.1016/j.biomaterials.2018.07.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 06/23/2018] [Accepted: 07/01/2018] [Indexed: 12/20/2022]
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Aharoni T, Shoham S. Phase-controlled, speckle-free holographic projection with applications in precision optogenetics. Neurophotonics 2018; 5:025004. [PMID: 29564366 PMCID: PMC5852266 DOI: 10.1117/1.nph.5.2.025004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 02/05/2018] [Indexed: 06/01/2023]
Abstract
Holographic speckle is a major impediment to computer-generated holographic (CGH) projections in applications ranging from display, optical tweezers, and machining to optogenetic neural control. We present an iterative phase retrieval algorithm that allows the projection of amplitude-controlled speckle-free one-dimensional patterns with a high degree of pattern uniformity. The algorithm, termed the weighted Gerchberg-Saxton with phase-control (GSW-PC), is shown to have the ability to simultaneously control both the phase and amplitude of projected patterns with high diffraction efficiencies. Furthermore, we show that the framework can address the challenge of projecting volumetric phase and amplitude-controlled patterns, by incorporating GSW-PC with the angular spectrum method. The algorithms' performance is numerically and experimentally tested, and further compared with conventional and modern CGH techniques.
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Affiliation(s)
- Tal Aharoni
- Technion—Israel Institute of Technology, Faculty of Biomedical Engineering, Technion City, Haifa, Israel
- Technion—Israel Institute of Technology, Technion Autonomous Systems Program (TASP), Technion City, Haifa, Israel
| | - Shy Shoham
- Technion—Israel Institute of Technology, Faculty of Biomedical Engineering, Technion City, Haifa, Israel
- New York University Langone Health Center, New York, United States
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Boutte RW, Merlin S, Yona G, Griffiths B, Angelucci A, Kahn I, Shoham S, Blair S. Utah optrode array customization using stereotactic brain atlases and 3-D CAD modeling for optogenetic neocortical interrogation in small rodents and nonhuman primates. Neurophotonics 2017; 4:041502. [PMID: 28721358 PMCID: PMC5506344 DOI: 10.1117/1.nph.4.4.041502] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 06/08/2017] [Indexed: 05/11/2023]
Abstract
As the optogenetic field expands, the need for precise targeting of neocortical circuits only grows more crucial. This work demonstrates a technique for using Solidworks® computer-aided design (CAD) and readily available stereotactic brain atlases to create a three-dimensional (3-D) model of the dorsal region of area visual cortex 4 (V4D) of the macaque monkey (Macaca fascicularis) visual cortex. The 3-D CAD model of the brain was used to customize an [Formula: see text] Utah optrode array (UOA) after it was determined that a high-density ([Formula: see text]) UOA caused extensive damage to marmoset (Callithrix jacchus) primary visual cortex as assessed by electrophysiological recording of spiking activity through a 1.5-mm-diameter through glass via. The [Formula: see text] UOA was customized for optrode length ([Formula: see text]), optrode width ([Formula: see text]), optrode pitch ([Formula: see text]), backplane thickness ([Formula: see text]), and overall form factor ([Formula: see text]). Two [Formula: see text] UOAs were inserted into layer VI of macaque V4D cortices with minimal damage as assessed in fixed tissue cytochrome oxidase staining in nonrecoverable surgeries. Additionally, two [Formula: see text] arrays were implanted in mice (Mus musculus) motor cortices, providing early evidence for long-term tolerability (over 6 months), and for the ability to integrate the UOA with a Holobundle light delivery system toward patterned optogenetic stimulation of cortical networks.
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Affiliation(s)
- Ronald W. Boutte
- University of Utah, Department of Electrical and Computer Engineering, Salt Lake City, Utah, United States
- Northrop Grumman Corporation, Salt Lake City, Utah, United States
- Address all correspondence to: Ronald W. Boutte, E-mail: ; Steve Blair, E-mail:
| | - Sam Merlin
- University of Utah, Moran Eye Institute, Department of Ophthalmology, Salt Lake City, Utah, United States
| | - Guy Yona
- Technion–Israel Institute of Technology, Haifa, Israel
| | | | - Alessandra Angelucci
- University of Utah, Moran Eye Institute, Department of Ophthalmology, Salt Lake City, Utah, United States
| | - Itamar Kahn
- Technion–Israel Institute of Technology, Haifa, Israel
| | - Shy Shoham
- Technion–Israel Institute of Technology, Haifa, Israel
| | - Steve Blair
- University of Utah, Department of Electrical and Computer Engineering, Salt Lake City, Utah, United States
- Address all correspondence to: Ronald W. Boutte, E-mail: ; Steve Blair, E-mail:
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Abstract
OBJECTIVE Rational design of next-generation techniques for photo-thermal excitation requires the development of tools capable of modeling the effects of spatially- and temporally-dependent temperature distribution on cellular neuronal structures. APPROACH We present a new computer simulation tool for predicting the effects of arbitrary spatiotemporally-structured photo-thermal stimulation on 3D, morphologically realistic neurons. The new simulation tool is based on interfacing two generic platforms, NEURON and MATLAB and is therefore suited for capturing different kinds of stimuli and neural models. MAIN RESULTS Simulation results are validated using photo-absorber induced neuro-thermal stimulation (PAINTS) empirical results, and advanced features are explored. SIGNIFICANCE The new simulation tool could have an important role in understanding and investigating complex optical stimulation at the single-cell and network levels.
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Affiliation(s)
- Y Weissler
- The Faculty of Biomedical Engineering and Russel-Berrie Nanoscience and Nanotechnology Institute, Technion-Israel Institute of Technology, Haifa, Israel
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21
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Abstract
Visualization of dynamic functional and molecular events in an unperturbed in vivo environment is essential for understanding the complex biology of living organisms and of disease state and progression. To this end, optoacoustic (photoacoustic) sensing and imaging have demonstrated the exclusive capacity to maintain excellent optical contrast and high resolution in deep-tissue observations, far beyond the penetration limits of modern microscopy. Yet, the time domain is paramount for the observation and study of complex biological interactions that may be invisible in single snapshots of living systems. This review focuses on the recent advances in optoacoustic imaging assisted by smart molecular labeling and dynamic contrast enhancement approaches that enable new types of multiscale dynamic observations not attainable with other bio-imaging modalities. A wealth of investigated new research topics and clinical applications is further discussed, including imaging of large-scale brain activity patterns, volumetric visualization of moving organs and contrast agent kinetics, molecular imaging using targeted and genetically expressed labels, as well as three-dimensional handheld diagnostics of human subjects.
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Affiliation(s)
- X L Deán-Ben
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany.
| | - S Gottschalk
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany.
| | - B Mc Larney
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany. and Faculty of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675 Munich, Germany
| | - S Shoham
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, 32000 Haifa, Israel
| | - D Razansky
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany. and Faculty of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675 Munich, Germany
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Fowlkes B, Ghanouni P, Sanghvi N, Coussios C, Lyon PC, Gray M, Mannaris C, Victor MDS, Stride E, Cleveland R, Carlisle R, Wu F, Middleton M, Gleeson F, Aubry JF, Pauly KB, Moonen C, Vortman J, Ghanouni P, Sharabi S, Daniels D, Last D, Guez D, Levy Y, Volovick A, Grinfeld J, Rachmilevich I, Amar T, Zibly Z, Mardor Y, Harnof S, Plaksin M, Weissler Y, Shoham S, Kimmel E, Naor O, Farah N, Shoham S, Paeng DG, Xu Z, Snell J, Quigg AH, Eames M, Jin C, Everstine AC, Sheehan JP, Lopes BS, Kassell N, Looi T, Khokhlova V, Mougenot C, Hynynen K, Drake J, Slayton M, Amodei RC, Compton K, McNelly A, Latt D, Slayton M, Amodei RC, Compton K, Kearney J, Melodelima D, Dupre A, Chen Y, Perol D, Vincenot J, Chapelon JY, Rivoire M, Guo W, Ren G, Shen G, Neidrauer M, Zubkov L, Weingarten MS, Margolis DJ, Lewin PA, McDannold N, Sutton J, Vykhodtseva N, Livingstone M, Kobus T, Zhang YZ, Vykhodtseva N, McDannold N, Schwartz M, Huang Y, Lipsman N, Jain J, Chapman M, Sankar T, Lozano A, Hynynen K, Schwartz M, Yeung R, Huang Y, Lipsman N, Jain J, Chapman M, Lozano A, Hynynen K, Damianou C, Papadopoulos N, Volovick A, Grinfeld J, Levy Y, Brokman O, Zadicario E, Brenner O, Castel D, Wu SY, Grondin J, Zheng W, Heidmann M, Karakatsani ME, Sánchez CJS, Ferrera V, Konofagou EE, Damianou C, Yiannakou M, Cho H, Lee H, Han M, Choi JR, Lee T, Ahn S, Chang Y, Park J, Ellens N, Partanen A, Farahani K, Airan R, Carpentier A, Canney M, Vignot A, Lafon C, Chapelon JY, Delattre JY, Idbaih A, Odéen H, Bolster B, Jeong EK, Parker DL, Gaur P, Feng X, Fielden S, Meyer C, Werner B, Grissom W, Marx M, Ghanouni P, Pauly KB, Weber H, Taviani V, Pauly KB, Ghanouni P, Hargreaves B, Tanaka J, Kikuchi K, Ishijima A, Azuma T, Minamihata K, Yamaguchi S, Nagamune T, Sakuma I, Takagi S, Santin MD, Marsac L, Maimbourg G, Monfort M, Larrat B, François C, Lehéricy S, Tanter M, Aubry JF, Karakatsani ME, Samiotaki G, Wang S, Acosta C, Feinberg ER, Konofagou EE, Kovacs ZI, Tu TW, Papadakis GZ, Reid WC, Hammoud DA, Frank JA, Kovacs ZI, Kim S, Jikaria N, Bresler M, Qureshi F, Frank JA, Xia J, Tsui PS, Liu HL, Plata JC, Fielden S, Sveinsson B, Hargreaves B, Meyer C, Pauly KB, Plata JC, Salgaonkar VA, Adams M, Diederich C, Ozhinsky E, Bucknor MD, Rieke V, Partanen A, Mikhail A, Severance L, Negussie AH, Wood B, de Greef M, Schubert G, Moonen C, Ries M, Poorman ME, Dockery M, Chaplin V, Dudzinski SO, Spears R, Caskey C, Giorgio T, Grissom W, Costa MM, Papaevangelou E, Shah A, Rivens I, Box C, Bamber J, ter Haar G, Burks SR, Nagle M, Nguyen B, Bresler M, Frank JA, Burks SR, Nagle M, Nguyen B, Bresler M, Kim S, Milo B, Frank JA, Le NM, Song S, Zhou K, Nabi G, Huang Z, Ben-Ezra S, Rosen S, Mihcin S, Strehlow J, Karakitsios I, Le N, Schwenke M, Demedts D, Prentice P, Haase S, Preusser T, Melzer A, Mestas JL, Chettab K, Gomez GS, Dumontet C, Werle B, Lafon C, Marquet F, Bour P, Vaillant F, Amraoui S, Dubois R, Ritter P, Haïssaguerre M, Hocini M, Bernus O, Quesson B, Livneh A, Kimmel E, Adam D, Robin J, Arnal B, Fink M, Tanter M, Pernot M, Khokhlova TD, Schade GR, Wang YN, Kreider W, Simon J, Starr F, Karzova M, Maxwell A, Bailey MR, Khokhlova V, Lundt JE, Allen SP, Sukovich JR, Hall T, Xu Z, Schade GR, Wang YN, Khokhlova TD, May P, Lin DW, Bailey MR, Khokhlova V, Constans C, Deffieux T, Tanter M, Aubry JF, Park EJ, Ahn YD, Kang SY, Park DH, Lee JY, Vidal-Jove J, Perich E, Ruiz A, Jaen A, Eres N, del Castillo MA, Myers R, Kwan J, Coviello C, Rowe C, Crake C, Finn S, Jackson E, Carlisle R, Coussios C, Pouliopoulos A, Li C, Tinguely M, Tang MX, Garbin V, Choi JJ, Lyon PC, Mannaris C, Gray M, Folkes L, Stratford M, Carlisle R, Wu F, Middleton M, Gleeson F, Coussios C, Nwokeoha S, Carlisle R, Cleveland R, Wang YN, Khokhlova TD, Li T, Farr N, D’Andrea S, Starr F, Gravelle K, Chen H, Partanen A, Lee D, Hwang JH, Tardoski S, Ngo J, Gineyts E, Roux JP, Clézardin P, Melodelima D, Conti A, Magnin R, Gerstenmayer M, Lux F, Tillement O, Mériaux S, Penna SD, Romani GL, Dumont E, Larrat B, Sun T, Power C, Zhang YZ, Sutton J, Miller E, McDannold N, Sapozhnikov O, Tsysar S, Yuldashev PV, Khokhlova V, Svet V, Kreider W, Li D, Pellegrino A, Petrinic N, Siviour C, Jerusalem A, Cleveland R, Yuldashev PV, Karzova M, Cunitz BW, Dunmire B, Kreider W, Sapozhnikov O, Bailey MR, Khokhlova V, Inserra C, Guedra M, Mauger C, Gilles B, Solovchuk M, Sheu TWH, Thiriet M, Zhou Y, Neufeld E, Baumgartner C, Payne D, Kyriakou A, Kuster N, Xiao X, McLeod H, Melzer A, Dillon C, Rieke V, Ghanouni P, Parker DL, Payne A, Khokhova VA, Yuldashev PV, Sinilshchikov I, Andriyakhina Y, Khokhlova TD, Kreider W, Maxwell A, Sapozhnikov O, Partanen A, Rybyanets A, Shvetsova N, Berkovich A, Shvetsov I, Sapozhnikov O, Khokhlova V, Shaw CJ, Rivens I, Civale J, Giussani D, ter Haar G, Lees C, Bour P, Marquet F, Ozenne V, Toupin S, Quesson B, Dumont E, Ozhinsky E, Salgaonkar V, Diederich C, Rieke V, Kaye E, Monette S, Maybody M, Srimathveeravalli G, Solomon S, Gulati A, Preusser T, Haase S, Bezzi M, Jenne JW, Lango T, Levy Y, Müller M, Sat G, Tanner C, Zangos S, Günther M, Melzer A, Lafon C, Dinh AH, Niaf E, Bratan F, Guillen N, Souchon R, Lartizien C, Crouzet S, Rouviere O, Chapelon JY, Han Y, Wang S, Konofagou EE, Payen T, Palermo C, Sastra S, Chen H, Han Y, Olive K, Konofagou EE, van Breugel JM, de Greef M, Mougenot C, van den Bosch MA, Moonen C, Ries M, Gerstenmayer M, Magnin R, Fellah B, Le Bihan D, Larrat B, Gerstenmayer M, Magnin R, Mériaux S, Le Bihan D, Larrat B, Allen SP, Hernandez-Garcia L, Cain CA, Hall T, Lyka E, Elbes D, Coviello C, Cleveland R, Coussios C, Zhou K, Le NM, Li C, Huang Z, Tamano S, Jimbo H, Azuma T, Yoshizawa S, Fujiwara K, Itani K, Umemura SI, Damianou C, Yiannakou M, Ellens N, Partanen A, Stoianovici D, Farahani K, Zaini Z, Takagi R, Yoshizawa S, Umemura SI, Zong S, Shen G, Watkins R, Pascal-Tenorio A, Adams M, Plata JC, Salgaonkar V, Jones P, Butts-Pauly K, Diederich C, Bouley D, Rybyanets A, Ren G, Guo W, Shen G, Chen Y, Lin CY, Hsieh HY, Wei KC, Liu HL, Garnier C, Renault G, Farr N, Partanen A, Negussie AH, Mikhail A, Seifabadi R, Wilson E, Eranki A, Kim P, Wood B, Lübke D, Jenne JW, Huber P, Günther M, Lübke D, Georgii J, Schwenke M, Dresky CV, Haller J, Günther M, Preusser T, Jenne JW, Eranki A, Farr N, Partanen A, Yarmolenko P, Negussie AH, Sharma K, Celik H, Wood B, Kim P, Li G, Qiu W, Zheng H, Tsai MY, Chu PC, Liu HL, Webb T, Vyas U, Pauly KB, Walker M, Zhong J, Looi T, Waspe AC, Drake J, Hodaie M, Yang FY, Huang SL, Zur Y, Volovick A, Assif B, Aurup C, Kamimura H, Wang S, Chen H, Acosta C, Carneiro AA, Konofagou EE, Volovick A, Grinfeld J, Castel D, Rothlübbers S, Schwaab J, Tanner C, Mihcin S, Houston G, Günther M, Jenne JW, Ozhinsky E, Bucknor MD, Rieke V, Azhari H, Weiss N, Sosna J, Goldberg SN, Barrere V, Melodelima D, Jang KW, Burks SR, Kovacs ZI, Tu TW, Lewis B, Kim S, Nagle M, Jikaria N, Frank JA, Zhou Y, Wang X, Ahn YD, Park EJ, Park DH, Kang SY, Lee JY, Suomi V, Konofagou EE, Edwards D, Cleveland R, Larrabee Z, Eames M, Hananel A, Aubry JF, Rafaely B, Volovick A, Grinfeld J, Kimmel E, Debbiny RE, Dekel CZ, Assa M, Kimmel E, Menikou G, Damianou C, Mouratidis P, Rivens I, ter Haar G, Pineda-Pardo JA, de Pedro MDÁ, Martinez R, Hernandez F, Casas S, Oliver C, Pastor P, Vela L, Obeso J, Greillier P, Zorgani A, Souchon R, Melodelima D, Catheline S, Lafon C, Solovov V, Vozdvizhenskiy MO, Orlov AE, Wu CH, Sun MK, Shih TT, Chen WS, Prieur F, Pillon A, Mestas JL, Cartron V, Cebe P, Chansard N, Lafond M, Lafon C, Inserra C, Seya PM, Chen WS, Bera JC, Boissenot T, Larrat B, Fattal E, Bordat A, Chacun H, Guetin C, Tsapis N, Maruyama K, Unga J, Suzuki R, Fant C, Lafond M, Rogez B, Ngo J, Lafon C, Mestas JL, Afadzi M, Myhre OF, Vea S, Bjørkøy A, Yemane PT, van Wamel A, Berg S, Hansen R, Angelsen B, Davies C. International Society for Therapeutic Ultrasound Conference 2016. J Ther Ultrasound 2017. [PMCID: PMC5374646 DOI: 10.1186/s40349-016-0079-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
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Deán-Ben XL, Gottschalk S, Sela G, Shoham S, Razansky D. Functional optoacoustic neuro-tomography of calcium fluxes in adult zebrafish brain in vivo. Opt Lett 2017; 42:959-962. [PMID: 28248341 DOI: 10.1364/ol.42.000959] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Genetically-encoded calcium indicators (GECIs) have revolutionized neuroimaging by enabling mapping of the activity of entire neuronal populations in vivo. Visualization of these powerful activity sensors has to date been limited to depth-restricted microscopic studies due to intense light scattering in the brain. We demonstrate, for the first time, in vivo real-time volumetric optoacoustic monitoring of calcium transients in adult transgenic zebrafish expressing the GCaMP5G calcium indicator. Fast changes in optoacoustic traces associated with GCaMP5G activity were detectable in the presence of other strongly absorbing endogenous chromophores, such as hemoglobin. The new functional optoacoustic neuroimaging method can visualize neural activity at penetration depths and spatio-temporal resolution scales not covered with the existing neuroimaging techniques.
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Abstract
Sporadic spontaneous network activity emerges during early central nervous system (CNS) development and, as the number of neuronal connections rises, the maturing network displays diverse and complex activity, including various types of synchronized patterns. These activity patterns have major implications on both basic research and the study of neurological disorders, and their interplay with network morphology tightly correlates with developmental events such as neuronal differentiation, migration and establishment of neurotransmitter phenotypes. Although 2D neural cultures models have provided important insights into network activity patterns, these cultures fail to mimic the complex 3D architecture of natural CNS neural networks and its consequences on connectivity and activity. A 3D in-vitro model mimicking early network development while enabling cellular-resolution observations, could thus significantly advance our understanding of the activity characteristics in the developing CNS. Here, we longitudinally studied the spontaneous activity patterns of developing 3D in-vitro neural network “optonets,” an optically-accessible bioengineered CNS model with multiple cortex-like characteristics. Optonet activity was observed using the genetically encodable calcium indicator GCaMP6m and a 3D imaging solution based on a standard epi-fluorescence microscope equipped with a piezo-electric z-stage and image processing-based deconvolution. Our results show that activity patterns become more complex as the network matures, gradually exhibiting longer-duration events. This report characterizes the patterns over time, and discusses how environmental changes affect the activity patterns. The relatively high degree of similarity between the network's spontaneously generated activity patterns and the reported characteristics of in-vivo activity, suggests that this is a compelling model system for brain-in-a chip research.
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Affiliation(s)
- Anat Marom
- Department of Biomedical Engineering, Technion - Israel Institute of Technology Haifa, Israel
| | - Erez Shor
- Department of Biomedical Engineering, Technion - Israel Institute of Technology Haifa, Israel
| | - Shulamit Levenberg
- Department of Biomedical Engineering, Technion - Israel Institute of Technology Haifa, Israel
| | - Shy Shoham
- Department of Biomedical Engineering, Technion - Israel Institute of Technology Haifa, Israel
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Deán-Ben XL, Sela G, Lauri A, Kneipp M, Ntziachristos V, Westmeyer GG, Shoham S, Razansky D. Functional optoacoustic neuro-tomography for scalable whole-brain monitoring of calcium indicators. Light Sci Appl 2016; 5:e16201. [PMID: 30167137 PMCID: PMC6059886 DOI: 10.1038/lsa.2016.201] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Revised: 08/09/2016] [Accepted: 08/11/2016] [Indexed: 05/07/2023]
Abstract
Non-invasive observation of spatiotemporal activity of large neural populations distributed over entire brains is a longstanding goal of neuroscience. We developed a volumetric multispectral optoacoustic tomography platform for imaging neural activation deep in scattering brains. It can record 100 volumetric frames per second across scalable fields of view ranging between 50 and 1000 mm3 with respective spatial resolution of 35-200 μm. Experiments performed in immobilized and freely swimming larvae and in adult zebrafish brains expressing the genetically encoded calcium indicator GCaMP5G demonstrate, for the first time, the fundamental ability to directly track neural dynamics using optoacoustics while overcoming the longstanding penetration barrier of optical imaging in scattering brains. The newly developed platform thus offers unprecedented capabilities for functional whole-brain observations of fast calcium dynamics; in combination with optoacoustics' well-established capacity for resolving vascular hemodynamics, it could open new vistas in the study of neural activity and neurovascular coupling in health and disease.
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Affiliation(s)
- X Luís Deán-Ben
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Neuherberg, Germany
| | - Gali Sela
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Neuherberg, Germany
| | - Antonella Lauri
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Neuherberg, Germany
- Institute of Developmental Genetics, Helmholtz Center Munich, Neuherberg, Germany
| | - Moritz Kneipp
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Neuherberg, Germany
- Department of Medicine, Technical University of Munich, Munich, Germany
| | - Vasilis Ntziachristos
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Neuherberg, Germany
- Department of Medicine, Technical University of Munich, Munich, Germany
| | - Gil G Westmeyer
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Neuherberg, Germany
- Institute of Developmental Genetics, Helmholtz Center Munich, Neuherberg, Germany
- Department of Medicine, Technical University of Munich, Munich, Germany
| | - Shy Shoham
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Daniel Razansky
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Neuherberg, Germany
- Department of Medicine, Technical University of Munich, Munich, Germany
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Zaaroor M, Sinai A, Goldsher D, Eran A, Nassar M, Schlesinger I, Parker J, Ravikumar V, Ghanouni P, Stein S, Halpern C, Krishna V, Hargrove A, Agrawal P, Changizi B, Bourekas E, Knopp M, Rezai A, Mead B, Kim N, Mastorakos P, Suk JS, Miller W, Klibanov A, Hanes J, Price R, Wang S, Olumolade O, Kugelman T, Jackson-Lewis V, Karakatsani ME, Han Y, Przedborski S, Konofagou E, Hynynen K, Aubert I, Leinenga G, Nisbet R, Hatch R, Van der Jeugd A, Evans H, Götz J, Götz J, Nisbet R, Van der Jeugd A, Evans H, Leinenga G, Fishman P, Yarowsky P, Frenkel V, Wei-Bin S, Nguyen B, Sanchez CS, Acosta C, Chen C, Wu SY, Karakatsani ME, Konofagou E, Aryal M, Papademetriou IT, Zhang YZ, Power C, McDannold N, Porter T, Kovacs Z, Kim S, Jikaria N, Qureshi F, Bresler M, Frank J, Odéen H, Chiou G, Snell J, Todd N, Madore B, Parker D, Pauly KB, Marx M, Ghanouni P, Jonathan S, Grissom W, Arvanitis C, McDannold N, Clement G, Parker D, de Bever J, Odéen H, Payne A, Christensen D, Maimbourg G, Santin MD, Houdouin A, Lehericy S, Tanter M, Aubry JF, Pauly KB, Federau C, Werner B, Halpern C, Ghanouni P, Preusser T, McLeod H, Abraham C, Pichardo S, Curiel L, Ramaekers P, de Greef M, Berriet R, Moonen C, Ries M, Paeng DG, Dillon C, Janát-Amsbury M, Payne A, Corea J, Ye PP, Arias AC, Pauly KB, Lustig M, Svedin B, Payne A, Xu Z, Parker D, Snell J, Quigg A, Eames M, Jin C, Everstine A, Sheehan J, Lopes MB, Kassell N, Snell J, Quigg A, Drake J, Price K, Lustgarten L, Sin V, Mougenot C, Donner E, Tam E, Hodaie M, Waspe A, Looi T, Pichardo S, Lee W, Chung YA, Jung Y, Song IU, Yoo SS, Lee W, Kim HC, Jung Y, Chung YA, Song IU, Lee JH, Yoo SS, Caskey C, Zinke W, Cosman J, Shuman J, Schall J, Aurup C, Wang S, Chen H, Acosta C, Konofagou E, Kamimura H, Carneiro A, Todd N, Sun T, Zhang YZ, Power C, Nazai N, Patz S, Livingstone M, McDannold N, Mainprize T, Huang Y, Alkins R, Chapman M, Perry J, Lipsman N, Bethune A, Sahgal A, Trudeau M, Hynynen K, Liu HL, Hsu PH, Wei KC, Sun T, Power C, Zhang YZ, Sutton J, Alexander P, Aryal M, Miller E, McDannold N, Kobus T, Zhang YZ, McDannold N, Carpentier A, Canney M, Vignot A, Beccaria K, Leclercq D, Lafon C, Chapelon JY, Hoang-Xuan K, Delattre JY, Idbaih A, Xu Z, Moore D, Xu A, Schmitt P, Snell J, Foley J, Eames M, Sheehan J, Kassell N, Sukovich J, Cain C, Xu Z, Pandey A, Snell J, Chaudhary N, Camelo-Piragua S, Allen S, Paeng DG, Cannata J, Teofilovic D, Bertolina J, Kassell N, Hall T, Xu Z, Wu SY, Karakatsani ME, Grondin J, Sanchez CS, Ferrera V, Konofagou E, ter Haar G, Mouratidis P, Repasky E, Timbie K, Badr L, Campbell B, McMichael J, Buckner A, Prince J, Stevens A, Bullock T, Price R, Skalina K, Guha C, Orsi F, Bonomo G, Vigna PD, Mauri G, Varano G, Schade G, Wang YN, Pillarisetty V, Hwang JH, Khokhlova V, Bailey M, Khokhlova T, Khokhlova V, Sinilshchikov I, Yuldashev P, Andriyakhina Y, Kreider W, Maxwell A, Khokhlova T, Sapozhnikov O, Partanen A, Lundt J, Allen S, Sukovich J, Hall T, Cain C, Xu Z, Preusser T, Haase S, Bezzi M, Jenne J, Langø T, Midiri M, Mueller M, Sat G, Tanner C, Zangos S, Guenther M, Melzer A, Menciassi A, Tognarelli S, Cafarelli A, Diodato A, Ciuti G, Rothluebbers S, Schwaab J, Strehlow J, Mihcin S, Tanner C, Tretbar S, Preusser T, Guenther M, Jenne J, Payen T, Palermo C, Sastra S, Chen H, Han Y, Olive K, Konofagou E, Adams M, Salgaonkar V, Scott S, Sommer G, Diederich C, Vidal-Jove J, Perich E, Ruiz A, Velat M, Melodelima D, Dupre A, Vincenot J, Yao C, Perol D, Rivoire M, Tucci S, Mahakian L, Fite B, Ingham E, Tam S, Hwang CI, Tuveson D, Ferrara K, Scionti S, Chen L, Cvetkovic D, Chen X, Gupta R, Wang B, Ma C, Bader K, Haworth K, Maxwell A, Holland C, Sanghvi N, Carlson R, Chen W, Chaussy C, Thueroff S, Cesana C, Bellorofonte C, Wang Q, Wang H, Wang S, Zhang J, Bazzocchi A, Napoli A, Staruch R, Bing C, Shaikh S, Nofiele J, Szczepanski D, Staruch MW, Williams N, Laetsch T, Chopra R, Ghanouni P, Rosenberg J, Bitton R, Napoli A, LeBlang S, Meyer J, Hurwitz M, Pauly KB, Partanen A, Yarmolenko P, Partanen A, Celik H, Eranki A, Beskin V, Santos D, Patel J, Oetgen M, Kim A, Kim P, Sharma K, Chisholm A, Drake J, Aleman D, Waspe A, Looi T, Pichardo S, Napoli A, Bazzocchi A, Scipione R, Temple M, Waspe A, Amaral JG, Huang Y, Endre R, Lamberti-Pasculli M, de Ruiter J, Campbell F, Stimec J, Gupta S, Singh M, Mougenot C, Hopyan S, Hynynen K, Czarnota G, Drake J, Brenin D, Rochman C, Kovatcheva R, Vlahov J, Zaletel K, Stoinov J, Han Y, Wang S, Konofagou E, Bucknor M, Rieke V, Shim J, Staruch R, Koral K, Chopra R, Laetsch T, Lang B, Wong C, Lam H, Kovatcheva R, Vlahov J, Zaletel K, Stoinov J, Shinkov A, Hu J, Sharma K, Zhang X, Macoskey J, Ives K, Owens G, Gurm H, Shi J, Pizzuto M, Cain C, Xu Z, Payne A, Dillon C, Christofferson I, Hilas E, Shea J, Greillier P, Ankou B, Bessière F, Zorgani A, Pioche M, Kwiecinski W, Magat J, Melot-Dusseau S, Lacoste R, Quesson B, Pernot M, Catheline S, Chevalier P, Lafon C, Marquet F, Bour P, Vaillant F, Amraoui S, Dubois R, Ritter P, Haïssaguerre M, Hocini M, Bernus O, Quesson B, Tebebi P, Burks S, Kim S, Milo B, Frank J, Gertner M, Zhang J, Wong A, Fite B, Liu Y, Kheirolomoom A, Seo J, Watson K, Mahakian L, Tam S, Zhang H, Foiret J, Borowsky A, Ferrara K, Xu D, Melzer A, Thanou M, Centelles M, Wright M, Amrahli M, So PW, Gedroyc W, Centelles M, Wright M, Gedroyc W, Thanou M, Kneepkens E, Heijman E, Keupp J, Weiss S, Nicolay K, Grüll H, Fite B, Wong A, Liu Y, Kheirolomoom A, Mahakian L, Tam S, Foiret J, Ferrara K, Burks S, Nagle M, Kim S, Milo B, Frank J, Sapozhnikov O, Nikolaeva AV, Terzi ME, Tsysar SA, Maxwell A, Cunitz B, Bailey M, Mourad P, Downs M, Yang G, Wang Q, Konofagou E, Burks S, Nagle M, Nguyen B, Bresler M, Kim S, Milo B, Frank J, Burks S, Nagle M, Kim S, Milo B, Frank J, Chen J, Farry J, Dixon A, Du Z, Dhanaliwala A, Hossack J, Klibanov A, Ranjan A, Maples D, Chopra R, Bing C, Staruch R, Wardlow R, Staruch MW, Malayer J, Ramachandran A, Nofiele J, Namba H, Kawasaki M, Izumi M, Kiyasu K, Takemasa R, Ikeuchi M, Ushida T, Crake C, Papademetriou IT, Zhang YZ, Porter T, McDannold N, Kothapalli SVVN, Leighton W, Wang Z, Partanen A, Gach HM, Straube W, Altman M, Chen H, Kim YS, Lim HK, Rhim H, Kim YS, Lim HK, Rhim H, van Breugel J, Braat M, Moonen C, van den Bosch M, Ries M, Marrocchio C, Dababou S, Bitton R, Pauly KB, Ghanouni P, Lee JY, Lee JY, Chung HH, Kang SY, Kang KJ, Son KH, Zhang D, Adams M, Salgaonkar V, Plata J, Jones P, Pascal-Tenorio A, Bouley D, Sommer G, Pauly KB, Diederich C, Bond A, Dallapiazza R, Huss D, Warren A, Sperling S, Gwinn R, Shah B, Elias WJ, Curley C, Zhang Y, Negron K, Miller W, Klibanov A, Abounader R, Suk JS, Hanes J, Price R, Karakatsani ME, Samiotaki G, Wang S, Kugelman T, Acosta C, Konofagou E, Kovacs Z, Tu TW, Papadakis G, Hammoud D, Frank J, Silvestrini M, Wolfram F, Güllmar D, Reichenbach J, Hofmann D, Böttcher J, Schubert H, Lesser TG, Almquist S, Parker D, Christensen D, Camarena F, Jiménez-Gambín S, Jiménez N, Konofagou E, Chang JW, Chaplin V, Griesenauer R, Miga M, Caskey C, Ellens N, Airan R, Quinones-Hinojosa A, Farahani K, Partanen A, Feng X, Fielden S, Zhao L, Miller W, Wintermark M, Pauly KB, Meyer C, Guo S, Lu X, Zhuo J, Xu S, Gullapalli R, Gandhi D, Jin C, Brokman O, Eames M, Snell J, Paeng DG, Baek H, Kim H, Leung S, Webb T, Pauly KB, McDannold N, Zhang YZ, Vykhodtseva N, Nguyen TS, Sukovich J, Hall T, Xu Z, Cain C, Park CK, Park SM, Jung NY, Kim MS, Chang WS, Jung HH, Chang JW, Pichardo S, Hynynen K, Plaksin M, Weissler Y, Shoham S, Kimmel E, Quigg A, Snell J, Paeng DG, Eames M, Sapozhnikov O, Rosnitskiy PB, Khokhlova V, Shoham S, Krupa S, Hazan E, Naor O, Levy Y, Maimon N, Brosh I, Kimmel E, Kahn I, Sukovich J, Xu Z, Hall T, Allen S, Cain C, Cahill J, Sun T, Zhang YZ, Power C, Livingstone M, McDannold N, Todd N, Colas EC, Wydra A, Waspe A, Looi T, Maev R, Pichardo S, Drake J, Aly A, Sun T, Zhang YZ, Sesenoglu-Laird O, Padegimas L, Cooper M, McDannold N, Waszczak B, Tehrani S, Miller W, Slingluff C, Larner J, Andarawewa K, Bucknor M, Ozhinsky E, Shah R, Krug R, Rieke V, Deckers R, Linn S, Suelmann B, Braat M, Witkamp A, Vaessen P, van Diest P, Bartels LW, Bos C, van den Bosch M, Borys N, Storm G, Van der Wall E, Moonen C, Farr N, Alnazeer M, Yarmolenko P, Katti P, Partanen A, Eranki A, Kim P, Wood B, Farrer A, Almquist S, Dillon C, Parker D, Christensen D, Payne A, Ferrer C, Bartels LW, de Senneville BD, van Stralen M, Moonen C, Bos C, Liu Y, Liu J, Fite B, Foiret J, Leach JK, Ferrara K, Gupta R, Cvetkovic D, Ma C, Chen L, Haase S, Zidowitz S, Melzer A, Preusser T, Lee HL, Hsu FC, Kuo CC, Jeng SC, Chen TH, Yang NY, Chiou JF, Jeng SC, Kao YT, Pan CH, Wu JF, Chen TH, Hsu FC, Lee HL, Chiou JF, Hsu FC, Tsai YC, Lee HL, Chiou JF, Johnson S, Parker D, Payne A, Li D, He Y, Mihcin S, Karakitsios I, Strehlow J, Schwenke M, Haase S, Demedts D, Levy Y, Preusser T, Melzer A, Mihcin S, Rothluebbers S, Karakitsios I, Xiao X, Strehlow J, Demedts D, Cavin I, Sat G, Preusser T, Melzer A, Minalga E, Payne A, Merrill R, Parker D, Hadley R, Ramaekers P, Ries M, Moonen C, de Greef M, Shahriari K, Parvizi MH, Asadnia K, Chamanara M, Kamrava SK, Chabok HR, Schwenke M, Strehlow J, Demedts D, Tanner C, Rothluebbers S, Preusser T, Strehlow J, Stein R, Demedts D, Schwenke M, Rothluebbers S, Preusser T, Demedts D, Haase S, Muller S, Strehlow J, Langø T, Preusser T, Tan J, Zachiu C, Ramaekers P, Moonen C, Ries M, Wolfram F, Güllmar D, Schubert H, Lesser TG, Erasmus HP, Colas EC, Waspe A, Mougenot C, Looi T, Van Arsdell G, Benson L, Drake J, Jang KW, Tu TW, Jikaria N, Nagle M, Angstadt M, Lewis B, Qureshi F, Burks S, Frank J, McLean H, Payne A, Hoogenboom M, Eikelenboom D, den Brok M, Wesseling P, Heerschap A, Fütterer J, Adema G, Wang K, Zhang Y, Zhong P, Xiao X, Joy J, McLeod H, Melzer A, Bing C, Staruch R, Nofiele J, Szczepanski D, Staruch MW, Laetsch T, Chopra R, Bing C, Staruch R, Yarmolenko P, Celik H, Nofiele J, Szczepanski D, Kim P, Kim H, Lewis M, Chopra R, Shah R, Ozhinsky E, Rieke V, Bucknor M, Diederich C, Salgaonkar V, Jones P, Adams M, Ozilgen A, Zahos P, Coughlin D, Tang X, Lotz J, Jedruszczuk K, Gulati A, Solomon S, Kaye E, Fielden S, Mugler J, Miller W, Pauly KB, Meyer C, Barbato G, Scoarughi GL, Corso C, Gorgone A, Migliore IG, Larrabee Z, Hananel A, Eames M, Aubry JF, Eranki A, Farr N, Partanen A, Sharma K, Yarmolenko P, Wood B, Kim P, Farr N, Kothapalli SVVN, Eranki A, Negussie A, Wilson E, Seifabadi R, Kim P, Chen H, Wood B, Partanen A, Moon H, Kang J, Sim C, Chang JH, Kim H, Lee HJ, Sasaki N, Takiguchi M, Sebeke L, Luo X, de Jager B, Heemels M, Heijman E, Grüll H, Strehlow J, Schwenke M, Demedts D. 5th International Symposium on Focused Ultrasound. J Ther Ultrasound 2016. [PMCID: PMC5123388 DOI: 10.1186/s40349-016-0076-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Abstract
Ultrasonic waves can be non-invasively steered and focused into mm-scale regions across the human body and brain, and their application in generating controlled artificial modulation of neuronal activity could therefore potentially have profound implications for neural science and engineering. Ultrasonic neuro-modulation phenomena were experimentally observed and studied for nearly a century, with recent discoveries on direct neural excitation and suppression sparking a new wave of investigations in models ranging from rodents to humans. In this paper we review the physics, engineering and scientific aspects of ultrasonic fields, their control in both space and time, and their effect on neuronal activity, including a survey of both the field's foundational history and of recent findings. We describe key constraints encountered in this field, as well as key engineering systems developed to surmount them. In closing, the state of the art is discussed, with an emphasis on emerging research and clinical directions.
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Affiliation(s)
- Omer Naor
- Department of Biomedical Engineering, The Technion-Israel Institute of Technology Haifa 32000, Israel. The Edmond and Lily Safra Center for Brain Sciences (ELSC), The Hebrew University of Jerusalem, Jerusalem 91220, Israel
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Meitav N, Ribak EN, Shoham S. Point spread function estimation from projected speckle illumination. Light Sci Appl 2016; 5:e16048. [PMID: 30167151 PMCID: PMC6059898 DOI: 10.1038/lsa.2016.48] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2015] [Revised: 11/15/2015] [Accepted: 11/17/2015] [Indexed: 05/05/2023]
Abstract
The resolution of an imaging apparatus is ideally limited by the diffraction properties of the light passing through the system aperture, but in many practical cases, inhomogeneities in the light propagating medium or imperfections in the optics degrade the image resolution. Here we introduce a powerful and practical new approach for estimating the point spread function (PSF) of an imaging system on the basis of PSF Estimation from Projected Speckle Illumination (PEPSI). PEPSI uses the fact that the speckles' phase randomness cancels the effects of the aberrations in the illumination path, thereby providing an objective pattern for measuring the deformation of the imaging path. Using this approach, both wide-field-of-view and local-PSF estimation can be obtained by calibration-free, single-speckle-pattern projection. Finally, we demonstrate the feasibility of using PEPSI estimates for resolution improvement in iterative maximum likelihood deconvolution.
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Affiliation(s)
- Nizan Meitav
- Department of Biomedical Engineering, Technion—Israel Institute of Technology, Technion City, Haifa 32000, Israel
- Department of Physics, Technion—Israel Institute of Technology, Technion City, Haifa 32000, Israel
| | - Erez N Ribak
- Department of Physics, Technion—Israel Institute of Technology, Technion City, Haifa 32000, Israel
| | - Shy Shoham
- Department of Biomedical Engineering, Technion—Israel Institute of Technology, Technion City, Haifa 32000, Israel
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Kneipp M, Turner J, Estrada H, Rebling J, Shoham S, Razansky D. Effects of the murine skull in optoacoustic brain microscopy. J Biophotonics 2016; 9:117-23. [PMID: 25919801 DOI: 10.1002/jbio.201400152] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 03/05/2015] [Accepted: 03/24/2015] [Indexed: 05/20/2023]
Abstract
Despite the great promise behind the recent introduction of optoacoustic technology into the arsenal of small-animal neuroimaging methods, a variety of acoustic and light-related effects introduced by adult murine skull severely compromise the performance of optoacoustics in transcranial imaging. As a result, high-resolution noninvasive optoacoustic microscopy studies are still limited to a thin layer of pial microvasculature, which can be effectively resolved by tight focusing of the excitation light. We examined a range of distortions introduced by an adult murine skull in transcranial optoacoustic imaging under both acoustically- and optically-determined resolution scenarios. It is shown that strong low-pass filtering characteristics of the skull may significantly deteriorate the achievable spatial resolution in deep brain imaging where no light focusing is possible. While only brain vasculature with a diameter larger than 60 µm was effectively resolved via transcranial measurements with acoustic resolution, significant improvements are seen through cranial windows and thinned skull experiments.
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Affiliation(s)
- Moritz Kneipp
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Zentrum München, Neuherberg, Germany
- Faculty of Medicine and Faculty of Electrical Engineering and Information Technology, Technische Universität München, Germany
| | - Jake Turner
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Zentrum München, Neuherberg, Germany
- Faculty of Medicine and Faculty of Electrical Engineering and Information Technology, Technische Universität München, Germany
| | - Héctor Estrada
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Zentrum München, Neuherberg, Germany
| | - Johannes Rebling
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Zentrum München, Neuherberg, Germany
- Faculty of Medicine and Faculty of Electrical Engineering and Information Technology, Technische Universität München, Germany
| | - Shy Shoham
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel
| | - Daniel Razansky
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Zentrum München, Neuherberg, Germany.
- Faculty of Medicine and Faculty of Electrical Engineering and Information Technology, Technische Universität München, Germany.
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Bar-Noam AS, Farah N, Shoham S. Correction-free remotely scanned two-photon in vivo mouse retinal imaging. Light Sci Appl 2016; 5:e16007. [PMID: 30167112 PMCID: PMC6059848 DOI: 10.1038/lsa.2016.7] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2015] [Revised: 08/14/2015] [Accepted: 08/17/2015] [Indexed: 05/16/2023]
Abstract
Non-invasive fluorescence retinal imaging in small animals is an important requirement for an array of translational vision applications. The in vivo two-photon imaging of the mouse retina may enable the long-term investigation of the structure and function of healthy and diseased retinal tissue. However, to date, this has only been possible using relatively complex adaptive-optics systems. Here, the optical modeling of the murine eye and of the imaging system is used to achieve correction-free two-photon microscopy through the pupil of a mouse eye to yield high-quality, optically sectioned fundus images. By remotely scanning the focus using an electronically tunable lens, high-resolution three-dimensional fluorescein angiograms and cellular-scale images are acquired, thus introducing a correction-free baseline performance level for two-photon in vivo retinal imaging. Moreover, the system enables functional calcium imaging of repeated retinal responses to light stimulation using the genetically encoded indicator, GCaMP6s. These results and the simplicity of the new add-on optics are an important step toward several structural, functional, and multimodal imaging applications that will benefit from the tight optical sectioning and the use of near-infrared light.
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Affiliation(s)
- Adi Schejter Bar-Noam
- />Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Kiryat HaTechnion, Haifa 32000, Israel
| | - Nairouz Farah
- />Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Kiryat HaTechnion, Haifa 32000, Israel
| | - Shy Shoham
- />Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Kiryat HaTechnion, Haifa 32000, Israel
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Pavone FS, Hillman E, Leblond F, Shoham S. Introduction to the optics and the brain 2015 feature issue. Biomed Opt Express 2015; 6:4992-4993. [PMID: 26713211 PMCID: PMC4679271 DOI: 10.1364/boe.6.004992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Indexed: 06/05/2023]
Abstract
The Optics and the Brain conference brought together leaders in the neuroscience optics field whose contributions are significantly advancing the state of the art in biological and medical research through the development and implementation of innovative optical technologies. In this conference, the latest advances in neurophotonic imaging, novel optical modulation approaches and applications across scales from small organisms to clinical settings were presented.
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32
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Neofytos D, Ostrander D, Shoham S, Laverdiere M, Hiemenz J, Nguyen H, Clarke W, Brass L, Lu N, Marr KA. Voriconazole therapeutic drug monitoring: results of a prematurely discontinued randomized multicenter trial. Transpl Infect Dis 2015; 17:831-7. [PMID: 26346408 DOI: 10.1111/tid.12454] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Revised: 04/24/2015] [Accepted: 08/15/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND Voriconazole (VOR) levels are highly variable, with potential implications to both efficacy and safety. We hypothesized that VOR therapeutic drug monitoring (TDM) will decrease the incidence of treatment failures and adverse events (AEs). METHODS We initiated a prospective, randomized, non-blinded multicenter study to compare clinical outcomes in adult patients randomized to standard dosing (clinician-driven) vs. TDM (doses adjusted based on levels). VOR trough levels were obtained on day 5, 14, 28, and 42 (or at completion of drug; ± 3 days). Real-time dose adjustments were made to maintain a range between 1-5 μg/mL on the TDM-arm, while levels were assessed retrospectively in the standard-arm. Patient questionnaires were administered to assess subjective AEs. RESULTS The study was discontinued prematurely, after 29 patients were enrolled. Seventeen (58.6%) patients experienced 38 AEs: visual changes (22/38, 57.9%), neurological symptoms (13/38, 34.2%), and liver abnormalities (3/38, 7.9%). VOR was discontinued in 7 (25%) patients because of an AE (4 standard-arm, 3 TDM-arm). VOR levels were frequently out of range in the standard-arm (8 tests >5 μg/mL; 9 tests <1 μg/mL). Three dose changes occurred in the TDM-arm for VOR levels <1 μg/mL. Levels decreased over time in the standard-arm, with mean VOR levels lower at end of therapy compared to TDM (1.3 vs. 4.6 μg/mL, P = 0.008). CONCLUSIONS VOR TDM has become widespread clinical practice, based on known variability in drug levels, which impaired accrual in this study. Although comparative conclusions are limited, observations of variability and waning levels over time support TDM.
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Affiliation(s)
- D Neofytos
- School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
| | - D Ostrander
- School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
| | - S Shoham
- School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
| | - M Laverdiere
- Hopital Maisonneuve-Rosemont, University of Montreal, Montreal, Quebec, Canada
| | - J Hiemenz
- University of Florida, Gaineville, Florida, USA
| | - H Nguyen
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - W Clarke
- School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
| | - L Brass
- School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
| | - N Lu
- School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
| | - K A Marr
- School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
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Farah N, Levinsky A, Brosh I, Kahn I, Shoham S. Holographic fiber bundle system for patterned optogenetic activation of large-scale neuronal networks. Neurophotonics 2015; 2:045002. [PMID: 26793741 PMCID: PMC4717229 DOI: 10.1117/1.nph.2.4.045002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Accepted: 09/30/2015] [Indexed: 05/08/2023]
Abstract
Optogenetic perturbation has become a fundamental tool in controlling activity in neurons. Used to control activity in cell cultures, slice preparations, anesthetized and awake behaving animals, optical control of cell-type specific activity enables the interrogation of complex systems. A remaining challenge in developing optical control tools is the ability to produce defined light patterns such that power-efficient, precise control of neuronal populations is obtained. Here, we describe a system for patterned stimulation that enables the generation of structured activity in neurons by transmitting optical patterns from computer-generated holograms through an optical fiber bundle. The system couples the optical system to versatile fiber bundle configurations, including coherent or incoherent bundles composed of hundreds of up to several meters long fibers. We describe the components of the system, a method for calibration, and a detailed power efficiency and spatial specificity quantification. Next, we use the system to precisely control single-cell activity as measured by extracellular electrophysiological recordings in ChR2-expressing cortical cell cultures. The described system complements recent descriptions of optical control systems, presenting a system suitable for high-resolution spatiotemporal optical control of wide-area neural networks in vitro and in vivo, yielding a tool for precise neural system interrogation.
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Affiliation(s)
- Nairouz Farah
- Technion–Israel Institute of Technology, Faculty of Biomedical Engineering, Haifa 3200003, Israel
- Bar Ilan University, Optometry Department, Ramat Gan 5290002, Israel
| | - Alexandra Levinsky
- Technion–Israel Institute of Technology, Technion Autonomous Systems Program, Haifa 3200003, Israel
| | - Inbar Brosh
- Technion–Israel Institute of Technology, Faculty of Biomedical Engineering, Haifa 3200003, Israel
| | - Itamar Kahn
- Technion–Israel Institute of Technology, Rappaport Faculty of Medicine and Institute, Haifa 3200003, Israel
| | - Shy Shoham
- Technion–Israel Institute of Technology, Faculty of Biomedical Engineering, Haifa 3200003, Israel
- Address all correspondence to: Shy Shoham, E-mail:
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Marom A, Mahto SK, Shor E, Tenenbaum-Katan J, Sznitman J, Shoham S. Drug Screening: Microfluidic Chip for Site-Specific Neuropharmacological Treatment and Activity Probing of 3D Neuronal “Optonet” Cultures (Adv. Healthcare Mater. 10/2015). Adv Healthc Mater 2015. [DOI: 10.1002/adhm.201570060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Anat Marom
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Sanjeev Kumar Mahto
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Erez Shor
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Janna Tenenbaum-Katan
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Josué Sznitman
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Shy Shoham
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
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Marom A, Mahto SK, Shor E, Tenenbaum-Katan J, Sznitman J, Shoham S. Microfluidic Chip for Site-Specific Neuropharmacological Treatment and Activity Probing of 3D Neuronal "Optonet" Cultures. Adv Healthc Mater 2015; 4:1478-83, 1422. [PMID: 25953011 DOI: 10.1002/adhm.201400643] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Revised: 03/17/2015] [Indexed: 12/24/2022]
Abstract
The study introduces a "brain-on-a-chip" microfluidic platform that hosts brain-like 3D cultures ("optonets") whose activity and responses to flowing drugs are recorded optically. Optonets are viable, optically accessible 3D neural networks whose characteristics approximate cortical networks. The results demonstrate the ability to monitor complex 3D activity patterns during extended site-specific, reversible neuropharmacogical exposure, suggesting an interesting potential in drug screening.
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Affiliation(s)
- Anat Marom
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Sanjeev Kumar Mahto
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Erez Shor
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Janna Tenenbaum-Katan
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Josué Sznitman
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
| | - Shy Shoham
- Department of Biomedical Engineering; Technion-Israel Institute of Technology; Haifa 32000 Israel
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Paluch-Siegler S, Mayblum T, Dana H, Brosh I, Gefen I, Shoham S. All-optical bidirectional neural interfacing using hybrid multiphoton holographic optogenetic stimulation. Neurophotonics 2015; 2:031208. [PMID: 26217673 PMCID: PMC4512959 DOI: 10.1117/1.nph.2.3.031208] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Accepted: 06/15/2015] [Indexed: 05/20/2023]
Abstract
Our understanding of neural information processing could potentially be advanced by combining flexible three-dimensional (3-D) neuroimaging and stimulation. Recent developments in optogenetics suggest that neurophotonic approaches are in principle highly suited for noncontact stimulation of network activity patterns. In particular, two-photon holographic optical neural stimulation (2P-HONS) has emerged as a leading approach for multisite 3-D excitation, and combining it with temporal focusing (TF) further enables axially confined yet spatially extended light patterns. Here, we study key steps toward bidirectional cell-targeted 3-D interfacing by introducing and testing a hybrid new 2P-TF-HONS stimulation path for accurate parallel optogenetic excitation into a recently developed hybrid multiphoton 3-D imaging system. The system is shown to allow targeted all-optical probing of in vitro cortical networks expressing channelrhodopsin-2 using a regeneratively amplified femtosecond laser source tuned to 905 nm. These developments further advance a prospective new tool for studying and achieving distributed control over 3-D neuronal circuits both in vitro and in vivo.
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Affiliation(s)
- Shir Paluch-Siegler
- Technion—Israel Institute of Technology, Faculty of Biomedical Engineering, Technion City, Haifa 3200000, Israel
| | - Tom Mayblum
- Technion—Israel Institute of Technology, Faculty of Biomedical Engineering, Technion City, Haifa 3200000, Israel
| | - Hod Dana
- Howard Hughes Medical Institute, Janelia Research Campus, Ashburn, Virginia 20147, United States
| | - Inbar Brosh
- Technion—Israel Institute of Technology, Faculty of Biomedical Engineering, Technion City, Haifa 3200000, Israel
| | - Inna Gefen
- Ruppin Academic Center, School of Engineering, Medical Engineering, Emeq Hefer 4025000, Israel
- Address all correspondence to: Inna Gefen, E-mail: ; Shy Shoham, E-mail:
| | - Shy Shoham
- Technion—Israel Institute of Technology, Faculty of Biomedical Engineering, Technion City, Haifa 3200000, Israel
- Address all correspondence to: Inna Gefen, E-mail: ; Shy Shoham, E-mail:
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Shoham S, Ostrander D, Marr K. Posaconazole liquid suspension in solid organ transplant recipients previously treated with voriconazole. Transpl Infect Dis 2015; 17:493-6. [PMID: 25846433 DOI: 10.1111/tid.12389] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 02/07/2015] [Accepted: 03/22/2015] [Indexed: 11/29/2022]
Abstract
BACKGROUND Posaconazole (PCZ) has become an attractive alternative to voriconazole (VCZ) in transplant recipients with suspected or proven invasive filamentous fungal infections, causing fewer drug interactions. Here, we describe our experience with PCZ after VCZ in solid organ transplant (SOT) recipients. METHODS VCZ was replaced by PCZ liquid solution in 19 SOT recipients (15 lung, 2 kidney, 1 liver, and 1 heart/lung) with invasive pulmonary aspergillosis (12/19; 63.2%), possible invasive pulmonary fungal infection (2/19; 10.5%), prophylaxis (2/19; 10.5%), or pulmonary scedosporiosis, mucormycosis, and mixed fungal species (1 each). Rationales for switch were suspected adverse reactions to VCZ (17/19; 89.4%) and desire to broaden spectrum of coverage to include agents of mucormycosis (3/19; 15.8%). RESULTS PCZ was well tolerated in all patients. In those patients with baseline liver enzyme abnormalities, a median change occurred in concentrations of alanine transaminase (-20 IU/L), aspartate aminotransferase (-17.5 IU/L), and alkaline phosphatase (-61.5 IU/L). Clinical success (resolution, stabilization, or prevention of infection) was achieved in 16/19 (84%) people. CONCLUSION PCZ appears to have a reasonable safety and tolerability profile and may be an effective alternative in SOT patients who require an agent with anti-mold activity, but are unable to tolerate VCZ.
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Affiliation(s)
- S Shoham
- Transplant and Oncology Infectious Diseases Program, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - D Ostrander
- Transplant and Oncology Infectious Diseases Program, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - K Marr
- Transplant and Oncology Infectious Diseases Program, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Langer B, Davidovitch N, Nakash O, Nagar M, Lurie I, Shoham S. Exposure to traumatic experiences among asylum seekers from Eritrea and
Sudan during migration to Israel. Ann Glob Health 2015. [DOI: 10.1016/j.aogh.2015.02.916] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Jarvis J, Bicanic T, Loyse A, Meintjes G, Hogan L, Roberts C, Shoham S, Perfect J, Govender N, Harrison T. Vitamin D deficiency in HIV-infected South Africans: Common, and not associated with susceptibility, immune response, or outcome in HIV-associated cryptococcal meningitis. Int J Infect Dis 2014. [DOI: 10.1016/j.ijid.2014.03.1010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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Shaked NT, Shoham S, Tromberg BJ, Gannot I. Special section guest editorial: optical imaging, sensing, and light interactions in cells and tissues. J Biomed Opt 2013; 18:111401. [PMID: 24296952 DOI: 10.1117/1.jbo.18.11.111401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
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41
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Goll Y, Bekenstein U, Barbash S, Greenberg D, Zangen R, Shoham S, Soreq H. Sustained Alzheimer's Amyloid Pathology in Myeloid Differentiation Protein-88-Deficient APPswe/PS1 Mice. NEURODEGENER DIS 2013; 13:58-60. [DOI: 10.1159/000353689] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2013] [Accepted: 05/29/2013] [Indexed: 11/19/2022] Open
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Farah N, Zoubi A, Matar S, Golan L, Marom A, Butson CR, Brosh I, Shoham S. Holographically patterned activation using photo-absorber induced neural-thermal stimulation. J Neural Eng 2013; 10:056004. [PMID: 23902876 DOI: 10.1088/1741-2560/10/5/056004] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Patterned photo-stimulation offers a promising path towards the effective control of distributed neuronal circuits. Here, we demonstrate the feasibility and governing principles of spatiotemporally patterned microscopic photo-absorber induced neural-thermal stimulation (PAINTS) based on light absorption by exogenous extracellular photo-absorbers. APPROACH We projected holographic light patterns from a green continuous-wave (CW) or an IR femtosecond laser onto exogenous photo-absorbing particles dispersed in the vicinity of cultured rat cortical cells. Experimental results are compared to predictions of a temperature-rate model (where membrane currents follow I ∝ dT/dt). MAIN RESULTS The induced microscopic photo-thermal transients have sub-millisecond thermal relaxation times and stimulate adjacent cells. PAINTS activation thresholds for different laser pulse durations (0.02 to 1 ms) follow the Lapicque strength-duration formula, but with different chronaxies and minimal threshold energy levels for the two excitation lasers (an order of magnitude lower for the IR system <50 nJ). Moreover, the empirical thresholds for the CW system are found to be in good agreement with detailed simulations of the temperature-rate model, but are generally lower for the IR system, suggesting an auxiliary excitation mechanism. SIGNIFICANCE Holographically patterned PAINTS could potentially provide a means for minimally intrusive control over neuronal dynamics with a high level of spatial and temporal selectivity.
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Affiliation(s)
- Nairouz Farah
- Faculty of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa 32000, Israel
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Reid G, Huprikar S, Patel G, Razonable RR, Mossad S, Levi M, Gregg K, Shoham S, Humar A, Adams W, Kumar D. A multicenter evaluation of pandemic influenza A/H1N1 in hematopoietic stem cell transplant recipients. Transpl Infect Dis 2013; 15:487-92. [PMID: 23890293 DOI: 10.1111/tid.12116] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2012] [Revised: 11/19/2012] [Accepted: 02/03/2013] [Indexed: 11/28/2022]
Abstract
BACKGROUND Hematopoietic stem cell transplant (HSCT) recipients have increased morbidity from respiratory viral infections. Pandemic influenza A - A(H1N1)/pdm09 - in 2009-2010 was associated with increased severity of illness in patients with underlying co-morbidities including HSCT, but the factors that contribute to severe disease in HSCT patients are not well characterized. METHODS We conducted a multicenter review of microbiologically proven influenza A(H1N1)pdm09 in the HSCT population between April 2009 and April 2010 to determine factors that are associated with severe disease. RESULTS We identified 37 adult patients (26 allogeneic and 11 autologous HSCT recipients). Median time from transplant to diagnosis was 411 days (range 4 days-14.9 years). Three cases were hospital acquired. Twenty-eight of 37 (75.7%) had confirmed A(H1N1)pdm09. Presumed viral lower respiratory tract infection was present in 12/37 (32.4%) patients. Antiviral therapy was given to 33/37 (89%) patients, primarily oseltamivir (n = 24) and oseltamivir before or after another antiviral (n = 8). Excluding those with nosocomial A(H1N1)pdm09, 18/34 (52.9%) were hospitalized and 6 (33%) required admission to an intensive care unit. Mortality within 30 and 60 days of symptom onset was 7/37 (18.9%) and 11/37 (29.7%), respectively. Factors associated with mortality included nosocomial acquisition (P = 0.023), receipt of mycophenolate mofetil (P = 0.001), or antilymphocyte antibody (P = 0.005) within the past 6 months, reduced-intensity conditioning (P = 0.027), and bacteremia (P = 0.021). CONCLUSIONS A(H1N1)pdm09 infection was particularly severe in HSCT recipients, specifically among those receiving augmented immunosuppression for graft-versus-host disease. The high mortality of the nosocomial cases highlights the need for strict infection-control measures in hospitals during influenza outbreaks.
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Affiliation(s)
- G Reid
- Division of Infectious Diseases, Loyola University Medical Center, Maywood, Illinois, USA
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Abstract
Line illumination geometries have advantageous properties for temporal focusing nonlinear microscopy. The characteristics of line temporal focusing (LITEF) in transparent and scattering media are studied here both experimentally and using numerical model simulations. We introduce an approximate analytical formula for the dependence of axial sectioning on the laser and microscope's parameters. Furthermore, we show that LITEF is more robust to tissue scattering than wide-field temporal focusing, and can penetrate much deeper into scattering tissue while maintaining good sectioning capabilities. Based on these observations, we propose a new design for LITEF-based tissue imaging at depths that could potentially exceed the out-of-focus physical excitation limit.
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Affiliation(s)
- Hod Dana
- Faculty of Biomedical Engineering, The Technion – IIT, Haifa, Israel
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Affiliation(s)
- S Huprikar
- Transplant Infectious Diseases Program, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Schejter A, Tsur L, Farah N, Reutsky-Gefen I, Falick Y, Shoham S. Cellular Resolution Panretinal Imaging of Optogenetic Probes Using a Simple Funduscope. Transl Vis Sci Technol 2012; 1:4. [PMID: 24049704 DOI: 10.1167/tvst.1.2.4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2012] [Accepted: 08/10/2012] [Indexed: 01/14/2023] Open
Abstract
PURPOSE To acquire and characterize cellular-resolved in vivo fluorescence images of optogenetic probes expressed in rodent retinal ganglion cells, by adapting a low-cost and simple fundus system based on a topical endoscope. METHODS A custom endoscope-based fundus system was constructed (adapted from the design of Paques and colleagues). Bright field and fluorescence images were acquired from head-fixed transgenic mice expressing Channelrhodopsin2-eYFP, and Sprague Dawley rats virally transfected with the optogenetic probe GCaMP3. Images were compared to in vitro images of the same structures and were analyzed. RESULTS The fundus system provides high-quality, high-resolution fluorescence images of the eye fundus that span the whole retina. The images allow resolving individual cells and axon bundles in the Channelrhodopsin2-eYFP mice and cellular-scale structures in the GCaMP3 expressing rats. The resolution in mouse eyes was estimated to be better than 20 μm (full width at half maximum) and is only marginally dependent on movement-related blurring. CONCLUSIONS The fluorescence-endoscopy fundus system provides a powerful yet simple and widely accessible tool for obtaining cellular resolved fluorescent images of optogenetic and other fluorescent probes. TRANSLATIONAL RELEVANCE The new system could prove to be a basic tool for non-invasive in vivo small animal retinal imaging in a wide array of translational vision applications, including the tracking of fluorescently tagged cells and the expression of gene-therapy and optogenetic vectors.
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Affiliation(s)
- Adi Schejter
- Faculty of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel
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Abstract
Brain-machine interfaces (BMIs) rely on decoding neuronal activity from a large number of electrodes. The implantation procedures, however, do not guarantee that all recorded units encode task-relevant information: selection of task-relevant neurons is critical to performance but is typically performed based on heuristics. Here, we describe an algorithm for decoding/classification of volitional actions from multiple spike trains, which automatically selects the relevant neurons. The method is based on sparse decomposition of the high-dimensional neuronal feature space, projecting it onto a low-dimensional space of codes serving as unique class labels. The new method is tested against a range of existing methods using simulations and recordings of the activity of 1592 neurons in 23 neurosurgical patients who performed motor or speech tasks. The parameter estimation algorithm is orders of magnitude faster than existing methods and achieves significantly higher accuracies for both simulations and human data, rendering sparse decoding highly attractive for BMIs.
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Affiliation(s)
- Ariel Tankus
- Technion-Israel Institute of Technology, Haifa 32000, Israel
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Civillico EF, Shoham S, O'Connor DH, Sarkisov DV, Wang SSH. Acousto-optical deflector-based patterned ultraviolet uncaging of neurotransmitter for the study of neuronal integration. Cold Spring Harb Protoc 2012; 2012:2012/8/pdb.top070631. [PMID: 22854573 DOI: 10.1101/pdb.top070631] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The method of patterned photoactivation is a natural fit for the study of neuronal dendritic integration. Photoactivatable molecules that influence a wide range of extracellular and intracellular neurophysiological functions are available. The choice of photosensitive molecules depends on the research question and will influence the design of the experimental apparatus. This article describes an acousto-optical deflector (AOD)-based system for rapid ultraviolet (UV) photolysis in arbitrary spatial and temporal patterns. Some basics of caged neurotransmitters and the theory of operation of AODs are covered, as are descriptions for implementing the system.
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Civillico EF, Shoham S, O'Connor DH, Sarkisov DV, Wang SSH. Construction, alignment, and implementation of an acousto-optical deflector-based system for patterned uncaging with ultraviolet light. Cold Spring Harb Protoc 2012; 2012:2012/8/pdb.prot070649. [PMID: 22854574 DOI: 10.1101/pdb.prot070649] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The method of patterned photoactivation is a natural fit for the study of neuronal dendritic integration. Photoactivatable molecules that influence a wide range of extracellular and intracellular neurophysiological functions are available. The choice of photosensitive molecules depends on the research question and will influence the design of the experimental apparatus. An acousto-optical deflector (AOD)-based system can be used for rapid ultraviolet (UV) photolysis in arbitrary spatial and temporal patterns. Photolysis-activated "caged" diffusible molecules or newer light-sensitive membrane proteins can be used in this system. This protocol describes the addition of a UV beam for uncaging to a homebuilt two-photon microscope. The goal is to get UV light from the light source (laser) to the approximate center of the objective's back aperture, passing through a pair of perpendicularly oriented AODs along the way. The protocol also describes the fine alignment of the UV beam and the implementation of AOD-based beam steering. Performing the final alignment with the beam passing through the AODs will ensure that the system is optimized for the idiosyncrasies of the crystals.
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Abstract
A simple technique for remote scanning of the focal plane in temporal focusing multiphoton microscopy is demonstrated both theoretically and experimentally. A new on-axis light propagation optical setup design enables this scanning, which was considered not feasible in previous studies. The focal plane is axially displaced by the movement of a remote optical device, consisting of a double prism grating, and optionally a cylindrical lens. The displacement is linear, and its slope is inversely proportional to the square of the optical system's magnification.
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Affiliation(s)
- Hod Dana
- Faculty of Biomedical Engineering, Technion–I.I.T., Haifa 32000, Israel
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