1
|
Hira R. Closed-loop experiments and brain machine interfaces with multiphoton microscopy. Neurophotonics 2024; 11:033405. [PMID: 38375331 PMCID: PMC10876015 DOI: 10.1117/1.nph.11.3.033405] [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: 08/24/2023] [Revised: 01/22/2024] [Accepted: 01/29/2024] [Indexed: 02/21/2024]
Abstract
In the field of neuroscience, the importance of constructing closed-loop experimental systems has increased in conjunction with technological advances in measuring and controlling neural activity in live animals. We provide an overview of recent technological advances in the field, focusing on closed-loop experimental systems where multiphoton microscopy-the only method capable of recording and controlling targeted population activity of neurons at a single-cell resolution in vivo-works through real-time feedback. Specifically, we present some examples of brain machine interfaces (BMIs) using in vivo two-photon calcium imaging and discuss applications of two-photon optogenetic stimulation and adaptive optics to real-time BMIs. We also consider conditions for realizing future optical BMIs at the synaptic level, and their possible roles in understanding the computational principles of the brain.
Collapse
Affiliation(s)
- Riichiro Hira
- Tokyo Medical and Dental University, Graduate School of Medical and Dental Sciences, Department of Physiology and Cell Biology, Tokyo, Japan
| |
Collapse
|
2
|
Hu Y, Yin H, Li M, Bai T, He L, Hu Z, Xia Y, Wang Z. Design and Simulation of a 19-Electrode MEMS Piezoelectric Thin-Film Micro-Deformable Mirror for Ophthalmology. Micromachines (Basel) 2024; 15:539. [PMID: 38675350 PMCID: PMC11052033 DOI: 10.3390/mi15040539] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 04/03/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024]
Abstract
This study presents a numerical simulation-based investigation of a MEMS (micro-electromechanical systems)technology-based deformable mirror employing a piezoelectric film for fundus examination in adaptive optics. Compared to the classical equal-area electrode arrangement model, we optimize the electrode array for higher-order aberrations. The optimized model centralizes electrodes around the mirror center, which realizes low-voltage driving with high-accuracy correction. The optimized models exhibited commendable correction abilities, achieving a unidirectional displacement of 5.74 μm with a driven voltage of 15 V. The voltage-displacement relationship demonstrated high linearity at 0.99. Furthermore, the deformable mirror's influence matrix was computed, aligning with the Zernike standard surface shape of the order 1-3. To quantify aberration correction capabilities, fitting residuals for both models were calculated. The results indicate an average removal of 96.8% of aberrations to the human eye. This underscores that the optimized model outperforms the classical model in correcting high-order aberrations.
Collapse
Affiliation(s)
- Yisen Hu
- School of Mechanical Engineering, Sichuan University, Chengdu 610065, China; (Y.H.); (M.L.); (T.B.); (L.H.)
- Key Laboratory of Radiation Physics and Technology of Ministry of Education, Institute of Nuclear Science and Technology, Sichuan University, Chengdu 610064, China;
| | - Hongbo Yin
- Med+X Center for Manufacturing, West China Hospital, Sichuan University, Chengdu 610041, China;
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Maoying Li
- School of Mechanical Engineering, Sichuan University, Chengdu 610065, China; (Y.H.); (M.L.); (T.B.); (L.H.)
| | - Tianyu Bai
- School of Mechanical Engineering, Sichuan University, Chengdu 610065, China; (Y.H.); (M.L.); (T.B.); (L.H.)
- Med+X Center for Manufacturing, West China Hospital, Sichuan University, Chengdu 610041, China;
| | - Liang He
- School of Mechanical Engineering, Sichuan University, Chengdu 610065, China; (Y.H.); (M.L.); (T.B.); (L.H.)
- Med+X Center for Manufacturing, West China Hospital, Sichuan University, Chengdu 610041, China;
| | - Zhimin Hu
- Key Laboratory of Radiation Physics and Technology of Ministry of Education, Institute of Nuclear Science and Technology, Sichuan University, Chengdu 610064, China;
| | - Yuanlin Xia
- School of Mechanical Engineering, Sichuan University, Chengdu 610065, China; (Y.H.); (M.L.); (T.B.); (L.H.)
- Med+X Center for Manufacturing, West China Hospital, Sichuan University, Chengdu 610041, China;
| | - Zhuqing Wang
- School of Mechanical Engineering, Sichuan University, Chengdu 610065, China; (Y.H.); (M.L.); (T.B.); (L.H.)
- Med+X Center for Manufacturing, West China Hospital, Sichuan University, Chengdu 610041, China;
| |
Collapse
|
3
|
Matuszewski W, Szklarz M, Wołos-Kłosowicz K, Harazny JM, Bandurska-Stankiewicz E. High-Resolution Imaging of Cones and Retinal Arteries in Patients with Diabetes Mellitus Type 1 Using Adaptive Optics (rtx1). Biomedicines 2024; 12:863. [PMID: 38672217 PMCID: PMC11048079 DOI: 10.3390/biomedicines12040863] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 03/27/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
(1) Background. Diabetes mellitus (DM), called the first non-infectious epidemic of the modern era, has long-term health consequences leading to a reduced quality of life, long-term disabilities, and high mortality. Diabetic retinopathy (DR) is a neurovascular complication of diabetes and accounts for about 80% cases of vision loss in the diabetic population. The adaptive optics (AO) technique allows for a non-invasive in vivo assessment of retinal cones. Changes in number or morphology of retinal cones may be one of the first indicators of DR. (2) Methods. This study included 68 DM1 patients (17 women) aged 42.11 ± 9.69 years with a mean duration of diabetes of 22.07 ± 10.28 years, and 41 healthy volunteers (20 women) aged 41.02 ± 9.84 years. Blood pressure, BMI, waist circumference, and metabolic control measures were analysed. Cones' morphological parameters were examined with a retinal camera with Imagine Eyes adaptive optics (rtx1). Statistical analysis was carried out with IMB SPSS version 23 software. (3) Results. Neither study group differed significantly in age, BMI, blood pressure, or eyeball length. Intraocular pressure (IOP) was statistically significantly higher in DM1 patients but remained within physiological range in both groups. Analysis of cone parameters showed a statistically significant lower mean regularity of cones (Rmean) in the DM1 group compared to control group (p = 0.01), with the lowest value in the group with DM1 and hypertension (p = 0.014). In addition, DM1 patients tended to have fewer cones. (4) Conclusions. Our study revealed abnormalities in cone and vessel parameters and these abnormalities should be considered as risk factors for the development of DR. Complementing an eye examination with AO facilitates non-invasive in vivo cellular imaging of the retina. Lesions like those detected in the eye may occur in the brain and certainly require further investigation.
Collapse
Affiliation(s)
- Wojciech Matuszewski
- Clinic of Endocrinology, Diabetology and Internal Medicine, Department of Internal Medicine, University of Warmia and Mazury, 10−082 Olsztyn, Poland
| | - Michał Szklarz
- Clinic of Endocrinology, Diabetology and Internal Medicine, Department of Internal Medicine, University of Warmia and Mazury, 10−082 Olsztyn, Poland
| | - Katarzyna Wołos-Kłosowicz
- Clinic of Endocrinology, Diabetology and Internal Medicine, Department of Internal Medicine, University of Warmia and Mazury, 10−082 Olsztyn, Poland
| | - Joanna Maria Harazny
- . Department of Human Physiology and Pathophysiology, University of Warmia and Mazury, 10−082 Olsztyn, Poland;
- Department of Nephrology and Hypertension, University Hospital Erlangen, Friedrich Alexander University Erlangen Nuremberg (FAU), 91054 Erlangen, Germany
| | - Elżbieta Bandurska-Stankiewicz
- Clinic of Endocrinology, Diabetology and Internal Medicine, Department of Internal Medicine, University of Warmia and Mazury, 10−082 Olsztyn, Poland
| |
Collapse
|
4
|
Shibukawa A, Higuchi R, Song G, Mikami H, Sudo Y, Jang M. Large-volume focus control at 10 MHz refresh rate via fast line-scanning amplitude-encoded scattering-assisted holography. Nat Commun 2024; 15:2926. [PMID: 38589389 PMCID: PMC11001868 DOI: 10.1038/s41467-024-47009-w] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 03/11/2024] [Indexed: 04/10/2024] Open
Abstract
The capability of focus control has been central to optical technologies that require both high temporal and spatial resolutions. However, existing varifocal lens schemes are commonly limited to the response time on the microsecond timescale and share the fundamental trade-off between the response time and the tuning power. Here, we propose an ultrafast holographic focusing method enabled by translating the speed of a fast 1D beam scanner into the speed of the complex wavefront modulation of a relatively slow 2D spatial light modulator. Using a pair of a digital micromirror device and a resonant scanner, we demonstrate an unprecedented refresh rate of focus control of 31 MHz, which is more than 1,000 times faster than the switching rate of a digital micromirror device. We also show that multiple micrometer-sized focal spots can be independently addressed in a range of over 1 MHz within a large volume of 5 mm × 5 mm × 5.5 mm, validating the superior spatiotemporal characteristics of the proposed technique - high temporal and spatial precision, high tuning power, and random accessibility in a three-dimensional space. The demonstrated scheme offers a new route towards three-dimensional light manipulation in the 100 MHz regime.
Collapse
Affiliation(s)
- Atsushi Shibukawa
- Research Institute for Electronic Science, Hokkaido University, Sapporo, 001-0020, Japan
| | - Ryota Higuchi
- Research Institute for Electronic Science, Hokkaido University, Sapporo, 001-0020, Japan
| | - Gookho Song
- Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Republic of Korea
| | - Hideharu Mikami
- Research Institute for Electronic Science, Hokkaido University, Sapporo, 001-0020, Japan.
| | - Yuki Sudo
- Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, 700-8530, Japan.
| | - Mooseok Jang
- Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Republic of Korea.
| |
Collapse
|
5
|
Gofas-Salas E, Lee DMW, Rondeau C, Grieve K, Rossi EA, Paques M, Gocho K. Comparison between Two Adaptive Optics Methods for Imaging of Individual Retinal Pigmented Epithelial Cells. Diagnostics (Basel) 2024; 14:768. [PMID: 38611681 PMCID: PMC11012195 DOI: 10.3390/diagnostics14070768] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 03/18/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024] Open
Abstract
The Retinal Pigment Epithelium (RPE) plays a prominent role in diseases such as age-related macular degeneration, but imaging individual RPE cells is challenging due to their high absorption and low autofluorescence emission. The RPE lies beneath the highly reflective photoreceptor layer (PR) and contains absorptive pigments, preventing direct backscattered light detection when the PR layer is intact. Here, we used near-infrared autofluorescence adaptive optics scanning laser ophthalmoscopy (NIRAF AOSLO) and transscleral flood imaging (TFI) in the same healthy eyes to cross-validate these approaches. Both methods revealed a consistent RPE mosaic pattern and appeared to reflect a distribution of fluorophores consistent with findings from histological studies. Interestingly, even in apparently healthy RPE, we observed dynamic changes over months, suggesting ongoing cellular activity or alterations in fluorophore distribution. These findings emphasize the value of NIRAF AOSLO and TFI in understanding RPE morphology and dynamics.
Collapse
Affiliation(s)
- Elena Gofas-Salas
- Department of Photonics, Institut de la Vision, INSERM, CNRS, Sorbonne Université, 17 rue Moreau, F-75012 Paris, France;
- CIC 1423, CHNO des Quinze-Vingts, INSERM-DGOS 28 rue de Charenton, F-75012 Paris, France; (M.P.); (K.G.)
| | - Daniel M. W. Lee
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA; (D.M.W.L.); (E.A.R.)
| | | | - Kate Grieve
- Department of Photonics, Institut de la Vision, INSERM, CNRS, Sorbonne Université, 17 rue Moreau, F-75012 Paris, France;
- CIC 1423, CHNO des Quinze-Vingts, INSERM-DGOS 28 rue de Charenton, F-75012 Paris, France; (M.P.); (K.G.)
| | - Ethan A. Rossi
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA; (D.M.W.L.); (E.A.R.)
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15260, USA
| | - Michel Paques
- CIC 1423, CHNO des Quinze-Vingts, INSERM-DGOS 28 rue de Charenton, F-75012 Paris, France; (M.P.); (K.G.)
| | - Kiyoko Gocho
- CIC 1423, CHNO des Quinze-Vingts, INSERM-DGOS 28 rue de Charenton, F-75012 Paris, France; (M.P.); (K.G.)
| |
Collapse
|
6
|
Corradetti G, Verma A, Tojjar J, Almidani L, Oncel D, Emamverdi M, Bradley A, Lindenberg S, Nittala MG, Sadda SR. Retinal Imaging Findings in Inherited Retinal Diseases. J Clin Med 2024; 13:2079. [PMID: 38610844 PMCID: PMC11012835 DOI: 10.3390/jcm13072079] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/19/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024] Open
Abstract
Inherited retinal diseases (IRDs) represent one of the major causes of progressive and irreversible vision loss in the working-age population. Over the last few decades, advances in retinal imaging have allowed for an improvement in the phenotypic characterization of this group of diseases and have facilitated phenotype-to-genotype correlation studies. As a result, the number of clinical trials targeting IRDs has steadily increased, and commensurate to this, the need for novel reproducible outcome measures and endpoints has grown. This review aims to summarize and describe the clinical presentation, characteristic imaging findings, and imaging endpoint measures that are being used in clinical research on IRDs. For the purpose of this review, IRDs have been divided into four categories: (1) panretinal pigmentary retinopathies affecting rods or cones; (2) macular dystrophies; (3) stationary conditions; (4) hereditary vitreoretinopathies.
Collapse
Affiliation(s)
- Giulia Corradetti
- Doheny Eye Institute, Pasadena, CA 91103, USA (J.T.); (L.A.)
- Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA
| | - Aditya Verma
- Doheny Eye Institute, Pasadena, CA 91103, USA (J.T.); (L.A.)
- Department of Ophthalmology and Visual Sciences, University of Louisville, Louisville, KY 40202, USA
| | - Jasaman Tojjar
- Doheny Eye Institute, Pasadena, CA 91103, USA (J.T.); (L.A.)
- Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA
| | - Louay Almidani
- Doheny Eye Institute, Pasadena, CA 91103, USA (J.T.); (L.A.)
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Deniz Oncel
- Doheny Eye Institute, Pasadena, CA 91103, USA (J.T.); (L.A.)
- Stritch School of Medicine, Loyola University Chicago, Chicago, IL 60153, USA
| | - Mehdi Emamverdi
- Doheny Eye Institute, Pasadena, CA 91103, USA (J.T.); (L.A.)
| | - Alec Bradley
- Department of Ophthalmology and Visual Sciences, University of Louisville, Louisville, KY 40202, USA
| | | | | | - SriniVas R. Sadda
- Doheny Eye Institute, Pasadena, CA 91103, USA (J.T.); (L.A.)
- Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA
| |
Collapse
|
7
|
Żmijewska MA, Wawrzyniak ZM, Janiszewski M, Zaleska-Żmijewska A. Retinal Microcirculation Measurements in Response to Endurance Exercises Analysed by Adaptive Optics Retinal Camera. Diagnostics (Basel) 2024; 14:710. [PMID: 38611623 PMCID: PMC11012106 DOI: 10.3390/diagnostics14070710] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 03/23/2024] [Accepted: 03/26/2024] [Indexed: 04/14/2024] Open
Abstract
This study aimed to precisely investigate the effects of intensive physical exercise on retinal microvascular regulation in healthy volunteers through adaptive optics retinal camera (AO) measurement. We included healthy volunteers (11 men and 14 women) aged 20.6 ± 0.9. The heart rate (HR) and systolic and diastolic blood pressures (SBP, DBP) were recorded before and after a submaximal physical exertion of continuously riding a training ergometer. The superior temporal retinal artery measurements were captured using the AO-rtx1TM (Imagine Eyes, Orsay, France) without pupil dilation. We compared measures of vessel diameter (VD), lumen diameter (LD), two walls (Wall 1, 2), wall-to-lumen ratio (WLR), and wall cross-sectional analysis (WCSA) before and immediately after the cessation of exercise. Cardiovascular parameter results: After exercise, SBP, DBP, and HR changed significantly from 130.2 ± 13.2 to 159.7 ± 15.6 mm Hg, 81.2 ± 6.3 to 77.1 ± 8.2 mm Hg, and 80.8 ± 16.1 to 175.0 ± 6.2 bpm, respectively (p < 0.002). Retinal microcirculation analysis showed no significant decrease in LD, Wall 1 after exercise: from 96.0 ± 6.8 to 94.9 ± 6.7 (p = 0.258), from 11.0 ± 1.5 to 10.4 ± 1.5 (p = 0.107), respectively, and significant reduction in VD from 118.5 ± 8.3 to 115.9 ± 8.3 (p = 0.047), Wall 2 from 11.5 ± 1.0 to 10.7 ± 1.3 (p = 0.017), WLR from 0.234 ± 0.02 to 0.222 ± 0.010 (p = 0.046), WCSA from 3802.8 ± 577.6 to 3512.3 ± 535.3 (p = 0.016). The AO is a promising technique for investigating the effects of exercise on microcirculation, allowing for the tracking of changes throughout the observation. Intensive dynamic physical exertion increases blood pressure and heart rate and causes the vasoconstriction of small retinal arterioles due to the autoregulation mechanism.
Collapse
Affiliation(s)
- Maria Anna Żmijewska
- Faculty of Medicine, Student Scientific Society “Eye”, Medical University of Warsaw, 02-097 Warsaw, Poland;
| | - Zbigniew M. Wawrzyniak
- Faculty of Electronics and Information Technology, Warsaw University of Technology, 00-065 Warsaw, Poland
| | - Maciej Janiszewski
- Faculty of Medicine and Dentistry, Medical University of Warsaw, 02-097 Warsaw, Poland
| | - Anna Zaleska-Żmijewska
- Department of Ophthalmology, Public Ophthalmic Clinical Hospital (SPKSO), Medical University of Warsaw, 00-576 Warsaw, Poland;
| |
Collapse
|
8
|
Moon T, Joo H, Das B, Koo Y, Kang M, Lee H, Kim S, Chen C, Suh YD, Kim DS, Park KD. Adaptive Gap-Tunable Surface-Enhanced Raman Spectroscopy. Nano Lett 2024; 24:3777-3784. [PMID: 38497654 DOI: 10.1021/acs.nanolett.4c00289] [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] [Indexed: 03/19/2024]
Abstract
Gap plasmon (GP) resonance in static surface-enhanced Raman spectroscopy (SERS) structures is generally too narrow and not tunable. Here, we present an adaptive gap-tunable SERS device to selectively enhance and modulate different vibrational modes via active flexible Au nanogaps, with adaptive optical control. The tunability of GP resonance is up to ∼1200 cm-1 by engineering gap width, facilitated by mechanical bending of a polyethylene terephthalate substrate. We confirm that the tuned GP resonance selectively enhances different Raman spectral regions of the molecules. Additionally, we dynamically control the SERS intensity through the wavefront shaping of excitation beams. Furthermore, we demonstrate simulation results, exhibiting the mechanical and optical properties of a one-dimensional flexible nanogap and their advantage in high-speed biomedical sensing. Our work provides a unique approach for observing and controlling the enhanced chemical responses with dynamic tunability.
Collapse
Affiliation(s)
- Taeyoung Moon
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea
| | - Huitae Joo
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea
| | - Bamadev Das
- Department of Physics and Quantum Photonics Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, Republic of Korea
| | - Yeonjeong Koo
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea
| | - Mingu Kang
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea
| | - Hyeongwoo Lee
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea
| | - Sunghwan Kim
- Department of Physics and Quantum Photonics Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, Republic of Korea
| | - Cheng Chen
- Department of Physics and Quantum Photonics Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, Republic of Korea
| | - Yung Doug Suh
- Department of Chemistry & School of Energy and Chemical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, Republic of Korea
- Center for Multidimensional Carbon Materials (CMCM), Institute for Basic Science (IBS), Ulsan 44919, Republic of Korea
| | - Dai-Sik Kim
- Department of Physics and Quantum Photonics Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, Republic of Korea
| | - Kyoung-Duck Park
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea
| |
Collapse
|
9
|
Wang J, Liu X, Huang J, Deng R, Zhao S, Chen Y, Chen Z, Wang Y, Rong Y, Liu Q, Qu J, Mao X. Reduced contrast sensitivity function is correlated with changes to cone photoreceptors in simple high myopia. Front Neurosci 2024; 18:1274651. [PMID: 38586194 PMCID: PMC10995362 DOI: 10.3389/fnins.2024.1274651] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 03/06/2024] [Indexed: 04/09/2024] Open
Abstract
Purpose To investigate the contrast sensitivity function (CSF) changes in simple high myopia (SHM) and evaluate the correlations between these changes with the early changes in the retinal microstructure. Methods This prospective study comprised 81 subjects, 20 with emmetropia (EM), 26 with low myopia and moderate myopia (LM/MM), and 35 with SHM. The area under the log CSF curve (AULCSF) and the cut-off spatial frequency (Cut-off SF) were employed as measures of CSF. Adaptive optics (AO) was employed to quantify the cone density, spacing, and regularity. The thickness and blood flow of the retinal sublayers were determined from vertical and horizontal optical coherence tomography angiography (OCTA) A-scans. Swept-source optical coherence tomography (SS-OCT) was employed to analyze the choroidal thickness (CT) and choroidal vascularity using a custom algorithm. Differences in the retinal and choroidal parameters, cone distribution, AULCSF, and Cut-off SF were compared among the three groups. Multivariate linear mixed models were used to elucidate the associations between photoreceptor morphological alterations, retinal and choroidal parameters, and AULCSF. Results The AULCSF and Cut-off SF were significantly lower in the SHM group compared to the EM and LM groups (p < 0.05). The SHM group had less cone density, larger cone spacing, and lower cone regularity than the EM and LM/MM groups (p < 0.05). Moreover, the thickness of the inner segment of photoreceptors (IS), retinal pigment epithelium (RPE) layer and choroid were reduced, and the outer segment of photoreceptors (OS) was thicker in the SHM group compared to the EM and LM/MM groups (all p < 0.05). A longer axial length (AL) was correlated with decreased AULCSF, cone density, and cone spacing (r = -0.800 to 0.752, all p < 0.050). Additionally, decreased CSF was correlated with lower cone density (r = 0.338, p = 0.035). Conclusion Decreased contrast sensitivity was observed in patients with SHM and cone density was significantly correlated with reduced AUCSF.
Collapse
Affiliation(s)
- Jiefang Wang
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xinting Liu
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jing Huang
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Ruoyun Deng
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Sijun Zhao
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Yulei Chen
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Zhaohe Chen
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yanli Wang
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Yu Rong
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Qian Liu
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jia Qu
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xinjie Mao
- Eye Hospital and School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
10
|
de Guimaraes TAC, Lai F, Colombatti R, Sato G, Rizzo R, Kalitzeos A, Michaelides M. Structural and functional characterization of an individual with the M285R KCNV2 hypomorphic allele. Ophthalmic Genet 2024:1-10. [PMID: 38454848 DOI: 10.1080/13816810.2024.2324046] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 02/22/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Disease-causing variants in the KCNV2 gene are associated with "cone dystrophy with supernormal rod responses," a rare autosomal recessive retinal dystrophy. There is no previous report of hypomorphic variants in the disease. MATERIAL AND METHODS Medical history, genetic testing, ocular examination, high-resolution retinal imaging including adaptive optics scanning light ophthalmoscopy (AOSLO), and functional assessments. RESULTS A 16-year-old male with mild cone-rod dystrophy presented with reduced central vision and photophobia. Genetic testing showed two variants in KCNV2, c.614_617dupAGCG (p.207AlafsTer166) and c.854T>G (p.Met285Arg), the latter which was previously considered benign. Electrophysiological assessment revealed the pathognomic electroretinogram waveforms associated with KCNV2-retinopathy. Optical coherence tomography showed discrete focal ellipsoid zone disruption, while fundus autofluorescence was normal. Non-waveguiding cones corresponding to areas of loss of photoreceptor integrity were visible on adaptive optics scanning light ophthalmoscopy. Retinal sensitivity and fixation were relatively preserved, with a demonstrable deterioration after 14 months of follow-up. CONCLUSIONS We provide functional and structural evidence that the variant M285R is disease-causing if associated with a loss-of-function variant. To the best of our knowledge, this is the first hypomorphic allele reported in KCNV2.
Collapse
Affiliation(s)
- Thales A C de Guimaraes
- UCL Institute of Ophthalmology, University College London, London, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Francesco Lai
- Unit of Oncology and Molecular Pathology, Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | | | - Giovanni Sato
- Unit of Low Vision Rehabilitation, Sant'Antonio Hospital, University of Padova, Padova, Italy
| | - Roberta Rizzo
- Unit of Low Vision Rehabilitation, Sant'Antonio Hospital, University of Padova, Padova, Italy
| | - Angelos Kalitzeos
- UCL Institute of Ophthalmology, University College London, London, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Michel Michaelides
- UCL Institute of Ophthalmology, University College London, London, UK
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| |
Collapse
|
11
|
Daich Varela M, Dixit M, Kalitzeos A, Michaelides M. Adaptive Optics Retinal Imaging in RDH12-Associated Early Onset Severe Retinal Dystrophy. Invest Ophthalmol Vis Sci 2024; 65:9. [PMID: 38466282 PMCID: PMC10929749 DOI: 10.1167/iovs.65.3.9] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 12/03/2023] [Indexed: 03/12/2024] Open
Abstract
Purpose RDH12 is among the most common genes found in individuals with early-onset severe retinal (EOSRD). Adaptive optics scanning light ophthalmoscopy (AOSLO) enables resolution of individual rod and cone photoreceptors in the retina. This study presents the first AOSLO imaging of individuals with RDH12-associated EOSRD. Methods Case series of patients who attended Moorfields Eye Hospital (London, UK). Spectral-domain optical coherence tomography, near-infrared reflectance (NIR), and blue autofluorescence imaging were analyzed. En face image sequences of photoreceptors were recorded using either of two AOSLO modalities. Cross-sectional analysis was undertaken for seven patients and longitudinal analysis for one patient. Results Nine eyes from eight patients are presented in this case series. The mean age at the time of the assessment was 11.2 ± 6.5 years of age (range 7-29). A subfoveal continuous ellipsoid zone (EZ) line was present in eight eyes. Posterior pole AOSLO revealed patches of cone mosaics. Average cone densities at regions of interest 0.5° to the fovea ranged from 12,620 to 23,660 cells/mm2, whereas intercell spacing ranged from 7.0 to 9.7 µm. Conclusions This study demonstrates that AOSLO can provide useful high-quality images in patients with EOSRD, even during childhood, with nystagmus, and early macular atrophy. Cones at the posterior pole can appear as scattered islands or, possibly later in life, as a single subfoveal conglomerate. Detailed image analysis suggests that retinal pigment epithelial stress and dysfunction may be the initial step toward degeneration, with NIR being a useful tool to assess retinal well-being in RDH12-associated EOSRD.
Collapse
Affiliation(s)
- Malena Daich Varela
- Moorfields Eye Hospital, London, United Kingdom
- UCL Institute of Ophthalmology, University College London, London, United Kingdom
| | - Mira Dixit
- Moorfields Eye Hospital, London, United Kingdom
- UCL Institute of Ophthalmology, University College London, London, United Kingdom
| | - Angelos Kalitzeos
- Moorfields Eye Hospital, London, United Kingdom
- UCL Institute of Ophthalmology, University College London, London, United Kingdom
| | - Michel Michaelides
- Moorfields Eye Hospital, London, United Kingdom
- UCL Institute of Ophthalmology, University College London, London, United Kingdom
| |
Collapse
|
12
|
Lyu J, Bang SP, Yoon G. Refractive extended depth-of-focus lens design based on periodic power profile for presbyopia correction. Ophthalmic Physiol Opt 2024; 44:301-310. [PMID: 37984831 PMCID: PMC10925839 DOI: 10.1111/opo.13253] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 10/26/2023] [Accepted: 11/01/2023] [Indexed: 11/22/2023]
Abstract
PURPOSE Limitations of existing diffractive multifocal designs for presbyopia correction include discrete foci and photic phenomena such as halos and glare. This study aimed to explore a methodology for developing refractive extended depth-of-focus (EDoF) lenses based on a periodic power profile. METHODS The proposed design technique employed an optical power profile that periodically alternated between far, intermediate and near distances across the pupil radius. To evaluate the lens designs, optical bench testing was conducted. The impact on visual performance was assessed using a spatial light modulator-based adaptive optics vision simulator in human subjects. Additionally, the effects of pupil size change and lens decentration on retinal image quality were examined. A comparative performance analysis was carried out against a typical diffractive trifocal design and a monofocal lens. RESULTS The proposed design method was found to be effective in uniformly distributing light energy across all object distances within the desired depth of focus (DoF). While trade-offs between overall image quality and DoF still exist, the EDoF lens design, when tested in human subjects, provided a continuous DoF spanning over 2.25 D. The results also revealed that the EDoF design had a slightly higher dependence on changes in pupil size and lens decentration than the diffractive trifocal design. CONCLUSION The proposed design method showed significant potential as an approach for developing refractive EDoF ophthalmic lenses. These lenses offer a continuous DoF but are slightly more susceptible to variations in pupil size and decentration compared with the diffractive trifocal design.
Collapse
Affiliation(s)
- Jiakai Lyu
- Institute of Optics, University of Rochester, Rochester, New York, USA
| | - Seung Pil Bang
- Department of Biomedical Engineering, University of Rochester, Rochester, New York, USA
| | - Geunyoung Yoon
- College of Optometry, University of Houston, Houston, Texas, USA
| |
Collapse
|
13
|
Wei H, Gu J, Zhao T, Yan Z, Xu HX, Dou S, Qiu CW, Li Y. Tunable VO 2 cavity enables multispectral manipulation from visible to microwave frequencies. Light Sci Appl 2024; 13:54. [PMID: 38378739 PMCID: PMC10879493 DOI: 10.1038/s41377-024-01400-w] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/17/2024] [Accepted: 01/25/2024] [Indexed: 02/22/2024]
Abstract
Optical materials capable of dynamically manipulating electromagnetic waves are an emerging field in memories, optical modulators, and thermal management. Recently, their multispectral design preliminarily attracts much attention, aiming to enhance their efficiency and integration of functionalities. However, the multispectral manipulation based on these materials is challenging due to their ubiquitous wavelength dependence restricting their capacity to narrow wavelengths. In this article, we cascade multiple tunable optical cavities with selective-transparent layers, enabling a universal approach to overcoming wavelength dependence and establishing a multispectral platform with highly integrated functions. Based on it, we demonstrate the multispectral (ranging from 400 nm to 3 cm), fast response speed (0.9 s), and reversible manipulation based on a typical phase change material, vanadium dioxide. Our platform involves tandem VO2-based Fabry-Pérot (F-P) cavities enabling the customization of optical responses at target bands independently. It can achieve broadband color-changing capacity in the visible region (a shift of ~60 nm in resonant wavelength) and is capable of freely switching between three typical optical models (transmittance, reflectance, and absorptance) in the infrared to microwave regions with drastic amplitude tunability exceeding 0.7. This work represents a state-of-art advance in multispectral optics and material science, providing a critical approach for expanding the multispectral manipulation ability of optical systems.
Collapse
Affiliation(s)
- Hang Wei
- Center for Composite Materials and Structure, Harbin Institute of Technology, Harbin, 150001, China
- National University of Singapore, Department of Electrical & Computer Engineering, Singapore, 117583, Singapore
| | - Jinxin Gu
- School of Chemical Engineering and Technology, Harbin Institute of Technology, Harbin, 150001, China
- Suzhou Laboratory, Suzhou, 215123, China
| | - Tao Zhao
- Center for Composite Materials and Structure, Harbin Institute of Technology, Harbin, 150001, China
| | - Zhiyuan Yan
- National University of Singapore, Department of Electrical & Computer Engineering, Singapore, 117583, Singapore
| | - He-Xiu Xu
- National University of Singapore, Department of Electrical & Computer Engineering, Singapore, 117583, Singapore
| | - Shuliang Dou
- Center for Composite Materials and Structure, Harbin Institute of Technology, Harbin, 150001, China.
| | - Cheng-Wei Qiu
- National University of Singapore, Department of Electrical & Computer Engineering, Singapore, 117583, Singapore.
| | - Yao Li
- Center for Composite Materials and Structure, Harbin Institute of Technology, Harbin, 150001, China.
- Suzhou Laboratory, Suzhou, 215123, China.
| |
Collapse
|
14
|
Zhang Q, Gu M. Vectorial adaptive optics: expanding the frontiers of optical correction. Light Sci Appl 2024; 13:32. [PMID: 38286841 PMCID: PMC10825150 DOI: 10.1038/s41377-023-01358-1] [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] [Indexed: 01/31/2024]
Abstract
Researchers at the University of Oxford have introduced a groundbreaking technique called vectorial adaptive optics (V-AO), which extends the capabilities of traditional adaptive optics to correct for both polarization and phase aberrations. This novel approach opens new possibilities for manipulating the complex vectorial field in optical systems, enabling higher-dimensional feedback correction.
Collapse
Affiliation(s)
- Qiming Zhang
- Institute of Photonic Chips, University of Shanghai for Science and Technology, Shanghai, 200093, China
| | - Min Gu
- Institute of Photonic Chips, University of Shanghai for Science and Technology, Shanghai, 200093, China.
| |
Collapse
|
15
|
Etebar F, Harkin DG, White AR, Dando SJ. Non-invasive in vivo imaging of brain and retinal microglia in neurodegenerative diseases. Front Cell Neurosci 2024; 18:1355557. [PMID: 38348116 PMCID: PMC10859418 DOI: 10.3389/fncel.2024.1355557] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 01/10/2024] [Indexed: 02/15/2024] Open
Abstract
Microglia play crucial roles in immune responses and contribute to fundamental biological processes within the central nervous system (CNS). In neurodegenerative diseases, microglia undergo functional changes and can have both protective and pathogenic roles. Microglia in the retina, as an extension of the CNS, have also been shown to be affected in many neurological diseases. While our understanding of how microglia contribute to pathological conditions is incomplete, non-invasive in vivo imaging of brain and retinal microglia in living subjects could provide valuable insights into their role in the neurodegenerative diseases and open new avenues for diagnostic biomarkers. This mini-review provides an overview of the current brain and retinal imaging tools for studying microglia in vivo. We focus on microglia targets, the advantages and limitations of in vivo microglia imaging approaches, and applications for evaluating the pathogenesis of neurological conditions, such as Alzheimer's disease and multiple sclerosis.
Collapse
Affiliation(s)
- Fazeleh Etebar
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Faculty of Health, Queensland University of Technology (QUT), Brisbane, QLD, Australia
- Mental Health and Neuroscience Program, QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Damien G. Harkin
- Centre for Vision and Eye Research, School of Biomedical Sciences, Faculty of Health, Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - Anthony R. White
- Mental Health and Neuroscience Program, QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Samantha J. Dando
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Faculty of Health, Queensland University of Technology (QUT), Brisbane, QLD, Australia
- Centre for Vision and Eye Research, School of Biomedical Sciences, Faculty of Health, Queensland University of Technology (QUT), Brisbane, QLD, Australia
| |
Collapse
|
16
|
Lombardo M, Cesareo M, Falsini B, Cusumano A. Non-Invasive High-Resolution Imaging of In Vivo Human Myelinated Axons. Diagnostics (Basel) 2024; 14:253. [PMID: 38337769 PMCID: PMC10854769 DOI: 10.3390/diagnostics14030253] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 01/19/2024] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
This work aims to reveal the microscopic (2-3 micrometer resolution) appearance of human myelinated nerve fibers in vivo for the first time. We analyzed the myelinated retinal nerve fibers of a male patient without other neurological disorders in a non-invasive way using the transscleral optical phase imaging method with adaptive optics. We also analyzed the fellow eye with non-myelinated nerve fibers and compared the results with traditional ocular imaging methods such as optical coherence tomography. We documented the microscopic appearance of human myelin and myelinated axons in vivo. This method allowed us to obtain better details than through traditional ocular imaging methods. We hope these findings will be useful to the scientific community to evaluate neuro-retinal structures through new imaging techniques and more accurately document nerve anatomy and the pathophysiology of this disease.
Collapse
Affiliation(s)
- Marco Lombardo
- Department of Experimental Medicine, Ophthalmology Unit, University of Rome Tor Vergata, 00133 Rome, Italy; (M.C.); (A.C.)
| | - Massimo Cesareo
- Department of Experimental Medicine, Ophthalmology Unit, University of Rome Tor Vergata, 00133 Rome, Italy; (M.C.); (A.C.)
| | | | - Andrea Cusumano
- Department of Experimental Medicine, Ophthalmology Unit, University of Rome Tor Vergata, 00133 Rome, Italy; (M.C.); (A.C.)
- Macula & Genoma Foundation USA, New York, NY 10017, USA
| |
Collapse
|
17
|
Mujat M, Sampani K, Patel AH, Zambrano R, Sun JK, Wollstein G, Ferguson RD, Schuman JS, Iftimia N. Motion Contrast, Phase Gradient, and Simultaneous OCT Images Assist in the Interpretation of Dark-Field Images in Eyes with Retinal Pathology. Diagnostics (Basel) 2024; 14:184. [PMID: 38248061 PMCID: PMC10814023 DOI: 10.3390/diagnostics14020184] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 01/04/2024] [Accepted: 01/08/2024] [Indexed: 01/23/2024] Open
Abstract
The cellular-level visualization of retinal microstructures such as blood vessel wall components, not available with other imaging modalities, is provided with unprecedented details by dark-field imaging configurations; however, the interpretation of such images alone is sometimes difficult since multiple structural disturbances may be present in the same time. Particularly in eyes with retinal pathology, microstructures may appear in high-resolution retinal images with a wide range of sizes, sharpnesses, and brightnesses. In this paper we show that motion contrast and phase gradient imaging modalities, as well as the simultaneous acquisition of depth-resolved optical coherence tomography (OCT) images, provide additional insight to help understand the retinal neural and vascular structures seen in dark-field images and may enable improved diagnostic and treatment plans.
Collapse
Affiliation(s)
- Mircea Mujat
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (A.H.P.); (R.D.F.); (N.I.)
| | - Konstantina Sampani
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02115, USA; (K.S.); (J.K.S.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Ankit H. Patel
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (A.H.P.); (R.D.F.); (N.I.)
| | - Ronald Zambrano
- Department of Ophthalmology, New York University School of Medicine, New York, NY 10017, USA; (R.Z.); (G.W.)
| | - Jennifer K. Sun
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02115, USA; (K.S.); (J.K.S.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - Gadi Wollstein
- Department of Ophthalmology, New York University School of Medicine, New York, NY 10017, USA; (R.Z.); (G.W.)
| | - R. Daniel Ferguson
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (A.H.P.); (R.D.F.); (N.I.)
| | | | - Nicusor Iftimia
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (A.H.P.); (R.D.F.); (N.I.)
| |
Collapse
|
18
|
Szewczuk A, Wawrzyniak ZM, Szaflik JP, Zaleska-Żmijewska A. Is Primary Open-Angle Glaucoma a Vascular Disease? Assessment of the Relationship between Retinal Arteriolar Morphology and Glaucoma Severity Using Adaptive Optics. J Clin Med 2024; 13:478. [PMID: 38256612 PMCID: PMC10817033 DOI: 10.3390/jcm13020478] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 01/02/2024] [Accepted: 01/13/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Retinal vascular abnormalities may be associated with glaucomatous damage. Adaptive optics (AO) is a new technology that enables the analysis of retinal vasculature at the cellular level in vivo. The purpose of this study was to evaluate retinal arteriolar parameters using the rtx1 adaptive optics fundus camera (AO-FC) in patients with primary open-angle glaucoma (POAG) at different stages and to investigate the relationship between these parameters and changes in spectral-domain optical coherence tomography (SD-OCT) and perimetry. METHODS Parameters of the retinal supratemporal and infratemporal arterioles (wall thickness (WT), lumen diameter (LD), total diameter (TD), wall-to-lumen ratio (WLR), and cross-sectional area of the vascular wall (WCSA)) were analysed with the rtx1 in 111 POAG eyes, which were divided into three groups according to the severity of the disease, and 70 healthy eyes. The associations between RTX1 values and the cup-to-disk ratio, SD-OCT parameters, and visual field parameters were assessed. RESULTS Compared with the control group, the POAG groups showed significantly smaller TD and LD values (p < 0.05) and significantly higher WLR and WT values (p < 0.05) for the supratemporal and infratemporal arterioles. TD was significantly positively correlated with the retinal nerve fibre layer (RNFL) and ganglion cell complex (GCC) (p < 0.05). LD was significantly positively correlated with the RNFL, GCC, and rim area (p < 0.05). The WLR was significantly negatively correlated with the RNFL, GCC, rim area, and MD (p < 0.05), while it was significantly positively correlated with the cup-to-disc ratio and PSD (p < 0.05). CONCLUSIONS The results suggest that vascular dysfunction is present in POAG, even at a very early stage of glaucoma, and increases with the severity of the disease.
Collapse
Affiliation(s)
- Alina Szewczuk
- Department of Ophthalmology, Public Ophthalmic Clinical Hospital (SPKSO), 00-576 Warsaw, Poland
| | - Zbigniew M. Wawrzyniak
- Faculty of Electronics and Information Technology, Warsaw University of Technology, 00-665 Warsaw, Poland;
| | - Jacek P. Szaflik
- Department of Ophthalmology, Public Ophthalmic Clinical Hospital (SPKSO), Medical University of Warsaw, 02-091 Warsaw, Poland; (J.P.S.); (A.Z.-Ż.)
| | - Anna Zaleska-Żmijewska
- Department of Ophthalmology, Public Ophthalmic Clinical Hospital (SPKSO), Medical University of Warsaw, 02-091 Warsaw, Poland; (J.P.S.); (A.Z.-Ż.)
| |
Collapse
|
19
|
Paques M, Krivosic V, Castro-Farias D, Dulière C, Hervé D, Chaumette C, Rossant F, Taleb A, Lebenberg J, Jouvent E, Tadayoni R, Chabriat H. Early remodeling and loss of light-induced dilation of retinal small arteries in CADASIL. J Cereb Blood Flow Metab 2024:271678X241226484. [PMID: 38217411 DOI: 10.1177/0271678x241226484] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2024]
Abstract
A major hurdle to therapeutic development in cerebral small vessel diseases is the lack of in-vivo method that can be used repeatedly for evaluating directly cerebral microvessels. We hypothesised that Adaptive Optics (AO), which allows resolution images up to 1-2 μm/pixel at retinal level, could provide a biomarker for monitoring vascular changes in CADASIL, a genetic form of such condition. In 98 patients and 35 healthy individuals, the wall to lumen ratio (WLR), outer and inner diameter, wall thickness and wall cross-sectional area were measured in a parapapillary and/or paramacular retinal artery. The ratio of vessel diameters before and after light flicker stimulations was also calculated to measure vasoreactivity (VR). Multivariate mixed-model analysis showed that WLR was increased and associated with a larger wall thickness and smaller internal diameter of retinal arteries in patients. The difference was maximal at the youngest age and gradually reduced with aging. Average VR in patients was less than half of that of controls since the youngest age. Any robust association was found with clinical or imaging manifestations of the disease. Thus, AO enables the detection of early functional or structural vascular alterations in CADASIL but with no obvious link to the clinical or imaging severity.
Collapse
Affiliation(s)
- Michel Paques
- Paris Eye Imaging Group, Clinical Investigation Center 1423, Quinze-Vingts Hospital, Sorbonne Université, INSERM, Paris, France
| | - Valérie Krivosic
- Paris Eye Imaging Group, Clinical Investigation Center 1423, Quinze-Vingts Hospital, Sorbonne Université, INSERM, Paris, France
- Ophthalmology Department, Hôpital Lariboisière, APHP and Université Paris-Cité, France
- Centre de Référence des Maladies Vasculaires Rares du Cerveau et de l'Œil (CERVCO), Hôpital Lariboisière, Paris, AP-HP, France
| | - Daniela Castro-Farias
- Paris Eye Imaging Group, Clinical Investigation Center 1423, Quinze-Vingts Hospital, Sorbonne Université, INSERM, Paris, France
| | - Cédric Dulière
- Paris Eye Imaging Group, Clinical Investigation Center 1423, Quinze-Vingts Hospital, Sorbonne Université, INSERM, Paris, France
| | - Dominique Hervé
- Centre de Référence des Maladies Vasculaires Rares du Cerveau et de l'Œil (CERVCO), Hôpital Lariboisière, Paris, AP-HP, France
- Translational Neurovascular Centre and Departement of Neurology, FHU NeuroVasc, Paris, France
| | - Céline Chaumette
- Paris Eye Imaging Group, Clinical Investigation Center 1423, Quinze-Vingts Hospital, Sorbonne Université, INSERM, Paris, France
| | | | - Abbas Taleb
- Centre de Référence des Maladies Vasculaires Rares du Cerveau et de l'Œil (CERVCO), Hôpital Lariboisière, Paris, AP-HP, France
| | - Jessica Lebenberg
- Translational Neurovascular Centre and Departement of Neurology, FHU NeuroVasc, Paris, France
- Université Paris-Cité, Inserm, NeuroDiderot, U1141, Paris, France
| | - Eric Jouvent
- Centre de Référence des Maladies Vasculaires Rares du Cerveau et de l'Œil (CERVCO), Hôpital Lariboisière, Paris, AP-HP, France
- Translational Neurovascular Centre and Departement of Neurology, FHU NeuroVasc, Paris, France
- Université Paris-Cité, Inserm, NeuroDiderot, U1141, Paris, France
| | - Ramin Tadayoni
- Paris Eye Imaging Group, Clinical Investigation Center 1423, Quinze-Vingts Hospital, Sorbonne Université, INSERM, Paris, France
- Ophthalmology Department, Hôpital Lariboisière, APHP and Université Paris-Cité, France
- Centre de Référence des Maladies Vasculaires Rares du Cerveau et de l'Œil (CERVCO), Hôpital Lariboisière, Paris, AP-HP, France
| | - Hugues Chabriat
- Centre de Référence des Maladies Vasculaires Rares du Cerveau et de l'Œil (CERVCO), Hôpital Lariboisière, Paris, AP-HP, France
- Translational Neurovascular Centre and Departement of Neurology, FHU NeuroVasc, Paris, France
- Université Paris-Cité, Inserm, NeuroDiderot, U1141, Paris, France
| |
Collapse
|
20
|
Kaushik V, Dąbrowski M, Gessa L, Kumar N, Fernandes H. Two-photon excitation fluorescence in ophthalmology: safety and improved imaging for functional diagnostics. Front Med (Lausanne) 2024; 10:1293640. [PMID: 38235268 PMCID: PMC10791900 DOI: 10.3389/fmed.2023.1293640] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 12/11/2023] [Indexed: 01/19/2024] Open
Abstract
Two-photon excitation fluorescence (TPEF) is emerging as a powerful imaging technique with superior penetration power in scattering media, allowing for functional imaging of biological tissues at a subcellular level. TPEF is commonly used in cancer diagnostics, as it enables the direct observation of metabolism within living cells. The technique is now widely used in various medical fields, including ophthalmology. The eye is a complex and delicate organ with multiple layers of different cell types and tissues. Although this structure is ideal for visual perception, it generates aberrations in TPEF eye imaging. However, adaptive optics can now compensate for these aberrations, allowing for improved imaging of the eyes of animal models for human diseases. The eye is naturally built to filter out harmful wavelengths, but these wavelengths can be mimicked and thereby utilized in diagnostics via two-photon (2Ph) excitation. Recent advances in laser-source manufacturing have made it possible to minimize the exposure of in vivo measurements within safety, while achieving sufficient signals to detect for functional images, making TPEF a viable option for human application. This review explores recent advances in wavefront-distortion correction in animal models and the safety of use of TPEF on human subjects, both of which make TPEF a potentially powerful tool for ophthalmological diagnostics.
Collapse
Affiliation(s)
- Vineeta Kaushik
- Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Michał Dąbrowski
- Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Luca Gessa
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Nelam Kumar
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Humberto Fernandes
- International Centre for Translational Eye Research, Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| |
Collapse
|
21
|
Conrads L, Heßler A, Völkel L, Wilden K, Strauch A, Pries J, Wuttig M, Taubner T. Infrared Resonance Tuning of Nanoslit Antennas with Phase-Change Materials. ACS Nano 2023; 17:25721-25730. [PMID: 38085927 DOI: 10.1021/acsnano.3c11121] [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] [Indexed: 12/27/2023]
Abstract
Phase-change materials (PCMs) have been established as prime candidates for nonvolatile resonance tuning of nanophotonic components based on a large optical contrast between their amorphous and crystalline states. Recently, the plasmonic PCM In3SbTe2 was introduced, which can be switched from an amorphous dielectric state to a crystalline metallic one over the entire infrared spectral range. While locally switching the PCM around metallic nanorod antennas has already been demonstrated, similar tuning of inverse antenna structures (nanoslits) has not yet been investigated. Here, we demonstrate optical resonance tuning of nanoslit antennas with dielectric and plasmonic PCMs. We compare two geometries with fundamentally different resonance tuning mechanisms: tuning the resonance of aluminum slit antennas by change of the refractive index (dielectric PCM Ge3Sb2Te6), and creating slit-like volumes of amorphous In3SbTe2 and modifying the slit geometry directly (plasmonic PCM In3SbTe2). While the tuning range with the plasmonic PCM is about 3.4 μm and only limited by fabrication, the resonances with the dielectric PCM feature a three times larger quality factor compared to resonances obtained with the plasmonic PCM.
Collapse
Affiliation(s)
- Lukas Conrads
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| | - Andreas Heßler
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| | - Lukas Völkel
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| | - Kilian Wilden
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| | - Achim Strauch
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| | - Julian Pries
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| | - Matthias Wuttig
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| | - Thomas Taubner
- Institute of Physics (IA), RWTH Aachen University, Aachen D-52056, Germany
| |
Collapse
|
22
|
Domdei N, Ameln J, Gutnikov A, Witten JL, Holz FG, Wahl S, Harmening WM. Cone Density Is Correlated to Outer Segment Length and Retinal Thickness in the Human Foveola. Invest Ophthalmol Vis Sci 2023; 64:11. [PMID: 38064229 PMCID: PMC10709802 DOI: 10.1167/iovs.64.15.11] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 11/13/2023] [Indexed: 12/18/2023] Open
Abstract
Purpose Assessment of the relationship between in vivo foveolar cone density, cone outer segment length (OSL), and foveal retinal thickness (RT). Methods Foveolar cone density maps covering the central ±300 µm of the retina were derived from adaptive optics scanning laser ophthalmoscopy images. The corresponding maps of foveal cone OSL and RT were derived from high-resolution optical coherence tomography volume scans. Alignment of the two-dimensional maps containing OSL and RT with the cone density map was achieved by placing the location of maximum OSL on the cone density centroid (CDC). Results Across 10 participants (27 ± 9 years; 6 female), cone density at the CDC was found to be between 147,038 and 215,681 cones/mm². The maximum OSL and minimum RT were found to lie between 31 and 40, and 193 and 226 µm, respectively. A significant correlation was observed between cone density at the CDC and maximum OSL (P = 0.001), as well as the minimal RT (P < 0.05). Across all participants, the best fit for the relationship between normalized cone density and normalized OSL within the central 300 µm was given by a quadratic function. Conclusions Using optical coherence tomography-derived measurements of OSL enables to estimate CDC cone density and two-dimensional foveal cone density maps for example in patient eyes unsuitable for adaptive optics imaging. Furthermore, the observation of a fixed relationship between the normalized OSL and cone density points to a conserved mechanism shaping the foveal pit.
Collapse
Affiliation(s)
- Niklas Domdei
- Carl Zeiss Vision International GmbH, Aalen, Germany
| | - Julius Ameln
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | | | - Jenny L Witten
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Frank G Holz
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Siegfried Wahl
- Carl Zeiss Vision International GmbH, Aalen, Germany
- Institute for Ophthalmic Research, Eberhard Karls University Tübingen, Tübingen, Germany
| | | |
Collapse
|
23
|
Furieri T, Bassi A, Bonora S. Large field of view aberrations correction with deformable lenses and multi conjugate adaptive optics. J Biophotonics 2023; 16:e202300104. [PMID: 37556187 DOI: 10.1002/jbio.202300104] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 07/10/2023] [Accepted: 08/07/2023] [Indexed: 08/10/2023]
Abstract
Optical microscopes can have limited resolution due to aberrations caused by samples and sample holders. Using deformable mirrors and wavefront sensorless optimization algorithms can correct these aberrations, but the correction is limited to a small area of the field of view. This study presents an adaptive optics method that uses a series of plug-and-play deformable lenses for large field of view wavefront correction. A direct wavefront measurement method using the spinning sub-pupil aberration measurement technique is combined with correction based on the deformable lenses. Experimental results using fluorescence microscopy with a wide field and a light sheet fluorescence microscope show that the proposed method can achieve detection and correction over an extended field of view with a compact transmissive module placed in the detection path of the microscope. This method could improve the resolution and accuracy of imaging in a variety of fields, including biology and materials science.
Collapse
Affiliation(s)
- T Furieri
- Institute of Photonics and Nanotechnology, National Council of Research of Italy, Padova, Italy
- Department of Information Engineering, University of Padova, Padova, Italy
| | - A Bassi
- Department of Physics, Politecnico di Milano, Milan, Italy
| | - S Bonora
- Institute of Photonics and Nanotechnology, National Council of Research of Italy, Padova, Italy
| |
Collapse
|
24
|
Wang N, Zhu L, Yuan Q, Ge X, Gao Z, Wang S, Yang P. Highly Stable Spatio-Temporal Prediction Network of Wavefront Sensor Slopes in Adaptive Optics. Sensors (Basel) 2023; 23:9260. [PMID: 38005646 PMCID: PMC10675176 DOI: 10.3390/s23229260] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/09/2023] [Accepted: 11/09/2023] [Indexed: 11/26/2023]
Abstract
Adaptive Optics (AO) technology is an effective means to compensate for wavefront distortion, but its inherent delay error will cause the compensation wavefront on the deformable mirror (DM) to lag behind the changes in the distorted wavefront. Especially when the change in the wavefront is higher than the Shack-Hartmann wavefront sensor (SHWS) sampling frequency, the multi-frame delay will seriously limit its correction performance. In this paper, a highly stable AO prediction network based on deep learning is proposed, which only uses 10 frames of prior wavefront information to obtain high-stability and high-precision open-loop predicted slopes for the next six frames. The simulation results under various distortion intensities show that the prediction accuracy of six frames decreases by no more than 15%, and the experimental results also verify that the open-loop correction accuracy of our proposed method under the sampling frequency of 500 Hz is better than that of the traditional non-predicted method under 1000 Hz.
Collapse
Affiliation(s)
- Ning Wang
- National Key Laboratory of Optical Field Manipulation Science and Technology, Chinese Academy of Sciences, Chengdu 610209, China; (N.W.); (X.G.); (Z.G.); (S.W.)
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Licheng Zhu
- National Key Laboratory of Optical Field Manipulation Science and Technology, Chinese Academy of Sciences, Chengdu 610209, China; (N.W.); (X.G.); (Z.G.); (S.W.)
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| | - Qiang Yuan
- Facility Design and Instrumentation Institute, China Aerodynamics Research and Development Center, Mianyang 621000, China;
| | - Xinlan Ge
- National Key Laboratory of Optical Field Manipulation Science and Technology, Chinese Academy of Sciences, Chengdu 610209, China; (N.W.); (X.G.); (Z.G.); (S.W.)
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zeyu Gao
- National Key Laboratory of Optical Field Manipulation Science and Technology, Chinese Academy of Sciences, Chengdu 610209, China; (N.W.); (X.G.); (Z.G.); (S.W.)
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| | - Shuai Wang
- National Key Laboratory of Optical Field Manipulation Science and Technology, Chinese Academy of Sciences, Chengdu 610209, China; (N.W.); (X.G.); (Z.G.); (S.W.)
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| | - Ping Yang
- National Key Laboratory of Optical Field Manipulation Science and Technology, Chinese Academy of Sciences, Chengdu 610209, China; (N.W.); (X.G.); (Z.G.); (S.W.)
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| |
Collapse
|
25
|
Du X, Florian C, Arnold CB. Single-lens dynamic [Formula: see text]-scanning for simultaneous in situ position detection and laser processing focus control. Light Sci Appl 2023; 12:274. [PMID: 37978285 PMCID: PMC10656504 DOI: 10.1038/s41377-023-01303-2] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 10/02/2023] [Accepted: 10/09/2023] [Indexed: 11/19/2023]
Abstract
Existing auto-focusing methods in laser processing typically include two independent modules, one for surface detection and another for [Formula: see text]-axis adjustment. The latter is mostly implemented by mechanical [Formula: see text] stage motion, which is up to three orders of magnitude slower than the lateral processing speed. To alleviate this processing bottleneck, we developed a single-lens approach, using only one high-speed [Formula: see text]-scanning optical element, to accomplish both in situ surface detection and focus control quasi-simultaneously in a dual-beam setup. The probing beam scans the surface along the [Formula: see text]-axis continuously, and its reflection is detected by a set of confocal optics. Based on the temporal response of the detected signal, we have developed and experimentally demonstrated a dynamic surface detection method at 140-350 kHz, with a controlled detection range, high repeatability, and minimum linearity error of 1.10%. Sequentially, by synchronizing at a corresponding oscillation phase of the [Formula: see text]-scanning lens, the fabrication beam is directed to the probed [Formula: see text] position for precise focus alignment. Overall, our approach provides instantaneous surface tracking by collecting position information and executing focal control both at 140-350 kHz, which significantly accelerates the axial alignment process and offers great potential for enhancing the speed of advanced manufacturing processes in three-dimensional space.
Collapse
Affiliation(s)
- Xiaohan Du
- Department of Mechanical and Aerospace Engineering, Princeton University, Princeton, NJ 08544 USA
- Department of Systems Engineering, City University of Hong Kong, Hong Kong, China
| | - Camilo Florian
- Institut für Werkstofftechnik, Universität Kassel, 34125 Kassel, Germany
- Princeton Materials Institute, Princeton University, Princeton, NJ 08544 USA
| | - Craig B. Arnold
- Department of Mechanical and Aerospace Engineering, Princeton University, Princeton, NJ 08544 USA
- Princeton Materials Institute, Princeton University, Princeton, NJ 08544 USA
| |
Collapse
|
26
|
Escárate P, Coronel M, Carvajal R, Agüero JC. An Optimal Integral Controller for Adaptive Optics Systems. Sensors (Basel) 2023; 23:9186. [PMID: 38005572 PMCID: PMC10675203 DOI: 10.3390/s23229186] [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: 10/04/2023] [Revised: 11/04/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023]
Abstract
Integral controllers are commonly employed in astronomical adaptive optics. This work presents a novel tuning procedure for integral controllers in adaptive optics systems which relies on information about the measured disturbances. This tuning procedure consists of two main steps. First, it models and identifies measured disturbances as continuous-time-damped oscillators using Whittles´s likelihood and the wavefront sensor output signal. Second, it determines the integral controller gain of the adaptive optics system by minimizing the output variance. The effectiveness of this proposed method is evaluated through theoretical examples and numerical simulations conducted using the Object-Oriented Matlab Adaptive Optics toolbox. The simulation results demonstrate that this approach accurately estimates the disturbance model and can reduce the output variance. Our proposal results in improved performance and better astronomical images even in challenging atmospheric conditions. These findings significantly contribute to adaptive optics system operations in astronomical observatories and establish our procedure as a promising tool for fine-tuning integral controllers in astronomical adaptive optics systems.
Collapse
Affiliation(s)
- Pedro Escárate
- School of Electrical Engineering, Pontificia Universidad Católica de Valparaíso (PUCV), Av. Brasil 2147, Valparaíso 2362804, Chile;
| | - María Coronel
- Department of Electricity, Universidad Tecnológica Metropolitana (UTEM), Av. Jose Pedro Alessandri 1242, Santiago 7800002, Chile;
| | - Rodrigo Carvajal
- School of Electrical Engineering, Pontificia Universidad Católica de Valparaíso (PUCV), Av. Brasil 2147, Valparaíso 2362804, Chile;
| | - Juan C. Agüero
- Electronics Engineering Department, Universidad Técnica Federico Santa María, Av. España 1680, Valparaíso 2390123, Chile;
| |
Collapse
|
27
|
Chen CW, Nguyen LV, Wisal K, Wei S, Warren-Smith SC, Henderson-Sapir O, Schartner EP, Ahmadi P, Ebendorff-Heidepriem H, Stone AD, Ottaway DJ, Cao H. Mitigating stimulated Brillouin scattering in multimode fibers with focused output via wavefront shaping. Nat Commun 2023; 14:7343. [PMID: 37957145 PMCID: PMC10643398 DOI: 10.1038/s41467-023-42806-1] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/20/2023] [Indexed: 11/15/2023] Open
Abstract
The key challenge for high-power delivery through optical fibers is overcoming nonlinear optical effects. To keep a smooth output beam, most techniques for mitigating optical nonlinearities are restricted to single-mode fibers. Moving out of the single-mode paradigm, we show experimentally that wavefront-shaping of coherent input light to a highly multimode fiber can increase the power threshold for stimulated Brillouin scattering (SBS) by an order of magnitude, whilst simultaneously controlling the output beam profile. The SBS suppression results from an effective broadening of the Brillouin spectrum under multimode excitation, without broadening of transmitted light. Strongest suppression is achieved with selective mode excitation that gives the broadest Brillouin spectrum. Our method is efficient, robust, and applicable to continuous waves and pulses. This work points toward a promising route for mitigating detrimental nonlinear effects in optical fibers, enabling further power scaling of high-power fiber systems for applications to directed energy, remote sensing, and gravitational-wave detection.
Collapse
Affiliation(s)
- Chun-Wei Chen
- Department of Applied Physics, Yale University, New Haven, CT, 06520, USA
| | - Linh V Nguyen
- Institute for Photonics and Advanced Sensing, School of Physics, Chemistry and Earth Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
- Future Industries Institute, University of South Australia, Mawson Lakes, SA, 5095, Australia
- Laser Physics and Photonics Devices Laboratories, University of South Australia, Mawson Lakes, SA, 5095, Australia
| | - Kabish Wisal
- Department of Physics, Yale University, New Haven, CT, 06520, USA
| | - Shuen Wei
- Institute for Photonics and Advanced Sensing, School of Physics, Chemistry and Earth Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Stephen C Warren-Smith
- Institute for Photonics and Advanced Sensing, School of Physics, Chemistry and Earth Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia.
- Future Industries Institute, University of South Australia, Mawson Lakes, SA, 5095, Australia.
- Laser Physics and Photonics Devices Laboratories, University of South Australia, Mawson Lakes, SA, 5095, Australia.
| | - Ori Henderson-Sapir
- Institute for Photonics and Advanced Sensing, School of Physics, Chemistry and Earth Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
- OzGrav-Adelaide, Australian Research Council Centre of Excellence for Gravitational Wave Discovery, Adelaide, SA, 5005, Australia
| | - Erik P Schartner
- Institute for Photonics and Advanced Sensing, School of Physics, Chemistry and Earth Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Peyman Ahmadi
- Coherent, 1280 Blue Hills Avenue, Bloomfield, CT, 06002, USA
| | - Heike Ebendorff-Heidepriem
- Institute for Photonics and Advanced Sensing, School of Physics, Chemistry and Earth Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - A Douglas Stone
- Department of Applied Physics, Yale University, New Haven, CT, 06520, USA.
| | - David J Ottaway
- Institute for Photonics and Advanced Sensing, School of Physics, Chemistry and Earth Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
- OzGrav-Adelaide, Australian Research Council Centre of Excellence for Gravitational Wave Discovery, Adelaide, SA, 5005, Australia
| | - Hui Cao
- Department of Applied Physics, Yale University, New Haven, CT, 06520, USA.
| |
Collapse
|
28
|
Hu Q, Hailstone M, Wang J, Wincott M, Stoychev D, Atilgan H, Gala D, Chaiamarit T, Parton RM, Antonello J, Packer AM, Davis I, Booth MJ. Universal adaptive optics for microscopy through embedded neural network control. Light Sci Appl 2023; 12:270. [PMID: 37953294 PMCID: PMC10641083 DOI: 10.1038/s41377-023-01297-x] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 09/24/2023] [Accepted: 10/01/2023] [Indexed: 11/14/2023]
Abstract
The resolution and contrast of microscope imaging is often affected by aberrations introduced by imperfect optical systems and inhomogeneous refractive structures in specimens. Adaptive optics (AO) compensates these aberrations and restores diffraction limited performance. A wide range of AO solutions have been introduced, often tailored to a specific microscope type or application. Until now, a universal AO solution - one that can be readily transferred between microscope modalities - has not been deployed. We propose versatile and fast aberration correction using a physics-based machine learning assisted wavefront-sensorless AO control (MLAO) method. Unlike previous ML methods, we used a specially constructed neural network (NN) architecture, designed using physical understanding of the general microscope image formation, that was embedded in the control loop of different microscope systems. The approach means that not only is the resulting NN orders of magnitude simpler than previous NN methods, but the concept is translatable across microscope modalities. We demonstrated the method on a two-photon, a three-photon and a widefield three-dimensional (3D) structured illumination microscope. Results showed that the method outperformed commonly-used modal-based sensorless AO methods. We also showed that our ML-based method was robust in a range of challenging imaging conditions, such as 3D sample structures, specimen motion, low signal to noise ratio and activity-induced fluorescence fluctuations. Moreover, as the bespoke architecture encapsulated physical understanding of the imaging process, the internal NN configuration was no-longer a "black box", but provided physical insights on internal workings, which could influence future designs.
Collapse
Affiliation(s)
- Qi Hu
- Department of Engineering Science, University of Oxford, Oxford, UK
| | | | - Jingyu Wang
- Department of Engineering Science, University of Oxford, Oxford, UK
| | - Matthew Wincott
- Department of Engineering Science, University of Oxford, Oxford, UK
| | - Danail Stoychev
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Huriye Atilgan
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Oxford, UK
| | - Dalia Gala
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Tai Chaiamarit
- Department of Biochemistry, University of Oxford, Oxford, UK
| | | | - Jacopo Antonello
- Department of Engineering Science, University of Oxford, Oxford, UK
| | - Adam M Packer
- Department of Physiology, Anatomy, and Genetics, University of Oxford, Oxford, UK
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Martin J Booth
- Department of Engineering Science, University of Oxford, Oxford, UK.
| |
Collapse
|
29
|
Mujat M, Sampani K, Patel AH, Sun JK, Iftimia N. Cellular-Level Analysis of Retinal Blood Vessel Walls Based on Phase Gradient Images. Diagnostics (Basel) 2023; 13:3399. [PMID: 37998535 PMCID: PMC10670340 DOI: 10.3390/diagnostics13223399] [Citation(s) in RCA: 1] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 11/02/2023] [Accepted: 11/03/2023] [Indexed: 11/25/2023] Open
Abstract
Diseases such as diabetes affect the retinal vasculature and the health of the neural retina, leading to vision problems. We describe here an imaging method and analysis procedure that enables characterization of the retinal vessel walls with cellular-level resolution, potentially providing markers for eye diseases. Adaptive optics scanning laser ophthalmoscopy is used with a modified detection scheme to include four simultaneous offset aperture channels. The magnitude of the phase gradient derived from these offset images is used to visualize the structural characteristics of the vessels. The average standard deviation image provides motion contrast and enables segmentation of the vessel lumen. Segmentation of blood vessel walls provides quantitative measures of geometrical characteristics of the vessel walls, including vessel and lumen diameters, wall thickness, and wall-to-lumen ratio. Retinal diseases may affect the structural integrity of the vessel walls, their elasticity, their permeability, and their geometrical characteristics. The ability to measure these changes is valuable for understanding the vascular effects of retinal diseases, monitoring disease progression, and drug testing. In addition, loss of structural integrity of the blood vessel wall may result in microaneurysms, a hallmark lesion of diabetic retinopathy, which may rupture or leak and further create vision impairment. Early identification of such structural abnormalities may open new treatment avenues for disease management and vision preservation. Functional testing of retinal circuitry through high-resolution measurement of vasodilation as a response to controlled light stimulation of the retina (neurovascular coupling) is another application of our method and can provide an unbiased evaluation of one's vision and enable early detection of retinal diseases and monitoring treatment results.
Collapse
Affiliation(s)
- Mircea Mujat
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (A.H.P.); (N.I.)
| | - Konstantina Sampani
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02115, USA; (K.S.); (J.K.S.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Ankit H. Patel
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (A.H.P.); (N.I.)
| | - Jennifer K. Sun
- Beetham Eye Institute, Joslin Diabetes Center, Boston, MA 02115, USA; (K.S.); (J.K.S.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - Nicusor Iftimia
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (A.H.P.); (N.I.)
| |
Collapse
|
30
|
Akhavanrezayat A, Khatri A, Onghanseng NGL, Halim MS, Or C, Sredar N, Razeen M, Hasanreisoglu M, Regenold J, Thng ZX, Mohammadi SS, Jain T, Yavari N, Bazojoo V, Gupta AS, Mobasserian A, Yasar C, Than NTT, Uludag Kirimli G, Karaca I, Shin YU, Yoo WS, Ghoraba H, Do DV, Dubra A, Nguyen QD. Structural and Functional Changes in Non-Paraneoplastic Autoimmune Retinopathy. Diagnostics (Basel) 2023; 13:3376. [PMID: 37958272 PMCID: PMC10649684 DOI: 10.3390/diagnostics13213376] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/27/2023] [Accepted: 10/30/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND To describe longitudinal changes in patients with non-paraneoplastic autoimmune retinopathy (npAIR) by utilizing different diagnostic modalities/tests. METHODS The index study is a retrospective longitudinal review of sixteen eyes of eight patients from a tertiary care eye hospital diagnosed with npAIR. Multiple diagnostic modalities such as wide-angle fundus photography (WAFP), WA fundus autofluorescence (WAFAF), spectral-domain optical coherence tomography (SD-OCT), Goldmann visual field (GVF) perimetry, microperimetry (MP), electrophysiologic testing, and adaptive optics scanning laser ophthalmoscopy (AOSLO) were reviewed and analyzed. RESULTS At the baseline visits, anomalies were detected by multimodal diagnostic tests on all patients. Subjects were followed up for a median duration of 11.5 [3.0-18.7] months. Structural changes at the baseline were detected in 14 of 16 (87.5%) eyes on WAFP and WAFAF and 13 of 16 (81.2%) eyes on SD-OCT. Eight of the ten (80%) eyes that underwent AOSLO imaging depicted structural changes. Functional changes were detected in 14 of 16 (87.5%) eyes on GVF, 15 of 16 (93.7%) eyes on MP, and 11 of 16 (68.7%) eyes on full-field electroretinogram (ff-ERG). Multifocal electroretinogram (mf-ERG) and visual evoked potential (VEP) tests were performed in 14 eyes, of which 12 (85.7%) and 14 (100%) of the eyes demonstrated functional abnormalities, respectively, at baseline. Compared to all the other structural diagnostic tools, AOSLO had a better ability to demonstrate deterioration in retinal microstructures occurring at follow-ups. Functional deterioration at follow-up was detected on GVF in 8 of 10 (80%) eyes, mf-ERG in 4 of 8 (50%) eyes, and MP in 7 of 16 (43.7%) eyes. The ff-ERG and VEP were stable in the majority of cases at follow-up. CONCLUSIONS The utilization of multimodal imaging/tests in the diagnosing and monitoring of npAIR patients can aid in identifying anomalous changes over time. Analysis of both the anatomical and functional aspects by these devices can be supportive of detecting the changes early in such patients. AOSLO shows promise as it enables the capture of high-resolution images demonstrating quantifiable changes to retinal microstructure.
Collapse
Affiliation(s)
- Amir Akhavanrezayat
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Anadi Khatri
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- Birat Aankha Aspatal, Biratnagar 56613, Nepal
- Department of Ophthalmology, Birat Medical College and Teaching Hospital, Kathmandu University, Biratnagar 45200, Nepal
| | - Neil Gregory L. Onghanseng
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- Department of Ophthalmology, Makati Medical Center, Manila 1229, Philippines
| | - Muhammad Sohail Halim
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- Ocular Imaging Research and Reading Center, Sunnyvale, CA 94085, USA
| | - Christopher Or
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Nripun Sredar
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Moataz Razeen
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Murat Hasanreisoglu
- Department of Ophthalmology, Koc University School of Medicine, 34450 Istanbul, Turkey
- Koc University Research Center for Translational Medicine, Koc University, 34450 Istanbul, Turkey
| | - Jonathan Regenold
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Zheng Xian Thng
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore 308433, Singapore
| | - S. Saeed Mohammadi
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Tanya Jain
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- Dr. Shroff Charity Eye Hospital, New Delhi 110002, India
| | - Negin Yavari
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Vahid Bazojoo
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Ankur Sudhir Gupta
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Azadeh Mobasserian
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Cigdem Yasar
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Ngoc Trong Tuong Than
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Gunay Uludag Kirimli
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- Department of Ophthalmology, Duke University, Durham, NC 27705, USA
| | - Irmak Karaca
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Yong-Un Shin
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- Department of Ophthalmology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Seoul 04763, Republic of Korea
| | - Woong-Sun Yoo
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
- Department of Ophthalmology, Gyeongsang National University College of Medicine, and Gyeongsang National University Hospital, Jinju 52727, Republic of Korea
| | - Hashem Ghoraba
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Diana V. Do
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Alfredo Dubra
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| | - Quan Dong Nguyen
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University School of Medicine, 2370 Watson Court, Palo Alto, CA 94303, USA; (A.A.); (A.K.)
| |
Collapse
|
31
|
Sapoznik KA, Gast TJ, Carmichael-Martins A, Walker BR, Warner RL, Burns SA. Retinal Arteriolar Wall Remodeling in Diabetes Captured With AOSLO. Transl Vis Sci Technol 2023; 12:16. [PMID: 37962539 PMCID: PMC10653262 DOI: 10.1167/tvst.12.11.16] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 10/11/2023] [Indexed: 11/15/2023] Open
Abstract
Purpose Adaptive optics scanning laser ophthalmoscopy (AOSLO) enables the visualization and measurement of the retinal microvasculature structure in humans. We investigated the hypothesis that diabetes mellitus (DM) induces remodeling to the wall structure in small retinal arterioles. These alterations may allow better understanding of vascular remodeling in DM. Methods We imaged retinal arterioles in one eye of 48 participants (26 with DM and 22 healthy controls) with an AOSLO. Structural metrics of 274 arteriole segments (203 with DM and 71 healthy controls) ≤ 50 µm in outer diameter (OD) were quantified and we compared differences in wall thickness (WT), wall-to-lumen ratio (WLR), inner diameter (ID), OD, and arteriolar index ratio (AIR) between controls and participants with DM. We also compared the individual AIR (iAIR) in groups of individuals. Results The WLR, WT, and AIRs were significantly different in the arteriole segments of DM participants (P < 0.001). The iAIR was significantly deviated in the DM group (P < 0.001) and further division of the participants with DM into groups revealed that there was an effect of the presence of diabetic retinopathy (DR) on the iAIR (P < 0.001). Conclusions DM induces remodeling of wall structure in small retinal arterioles and in groups of individuals. The use of AIR allows us to assess remodeling independently of vessel size in the retina and to compute an index for each individual subject. Translational Relevance High-resolution retinal imaging allows noninvasive assessment of small retinal vessel remodeling in DM that can improve our understanding of DM and DR in living humans.
Collapse
Affiliation(s)
- Kaitlyn A. Sapoznik
- School of Optometry, Indiana University, Bloomington, IN, USA
- College of Optometry, University of Houston, Houston, TX, USA
| | - Thomas J. Gast
- School of Optometry, Indiana University, Bloomington, IN, USA
| | | | | | - Raymond L. Warner
- School of Optometry, Indiana University, Bloomington, IN, USA
- Scheie Eye Institute, Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, USA
| | | |
Collapse
|
32
|
Toporovsky V, Samarkin V, Kudryashov A, Galaktionov I, Panich A, Malykhin A. Investigation of PZT Materials for Reliable Piezostack Deformable Mirror with Modular Design. Micromachines (Basel) 2023; 14:2004. [PMID: 38004862 PMCID: PMC10673196 DOI: 10.3390/mi14112004] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 10/19/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023]
Abstract
This article presents a study of the electrophysical properties of a piezoceramic material for use in adaptive optics. The key characteristics that may be important for the manufacturing of piezoelectric deformable mirrors are the following: piezoelectric constants (d31, d33, d15), capacitance, elastic compliance values s for different crystal directions, and the dielectric loss tangent (tgδ). Based on PZT ceramics, the PKP-12 material was developed with high values of the dielectric constant, piezoelectric modulus, and electromechanical coupling coefficients. The deformable mirror control elements are made from the resulting material-piezoceramic combs with five individual actuators in a row. In this case, the stroke of the actuator is in the range of 4.1-4.3 microns and the capacitance of the actuator is about 12 nF.
Collapse
Affiliation(s)
- Vladimir Toporovsky
- Sadovsky Institute of Geosphere Dynamics, Russian Academy of Sciences, Leninskiy Pr. 38/1, Moscow 119334, Russia; (V.S.); (A.K.); (I.G.)
| | - Vadim Samarkin
- Sadovsky Institute of Geosphere Dynamics, Russian Academy of Sciences, Leninskiy Pr. 38/1, Moscow 119334, Russia; (V.S.); (A.K.); (I.G.)
| | - Alexis Kudryashov
- Sadovsky Institute of Geosphere Dynamics, Russian Academy of Sciences, Leninskiy Pr. 38/1, Moscow 119334, Russia; (V.S.); (A.K.); (I.G.)
- Department of Physics, Moscow Polytechnic University, Bolshaya Semenovskaya Str. 38, Moscow 107023, Russia
| | - Ilya Galaktionov
- Sadovsky Institute of Geosphere Dynamics, Russian Academy of Sciences, Leninskiy Pr. 38/1, Moscow 119334, Russia; (V.S.); (A.K.); (I.G.)
| | - Alexander Panich
- STCB ‘Piezopribor’, Institute for Advanced Technologies and Piezotechnics SFEDU, Milchakova Str. 10, Rostov-on-Don 344090, Russia
| | - Anatoliy Malykhin
- STCB ‘Piezopribor’, Institute for Advanced Technologies and Piezotechnics SFEDU, Milchakova Str. 10, Rostov-on-Don 344090, Russia
| |
Collapse
|
33
|
Kumar A, Thakur S, Biswas SK. Formation of multiple complex light structures simultaneously in 3D volume using a single binary phase mask. Sci Rep 2023; 13:16951. [PMID: 37805630 PMCID: PMC10560216 DOI: 10.1038/s41598-023-42087-0] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 09/05/2023] [Indexed: 10/09/2023] Open
Abstract
Complex structure formation inside or through turbid media is a challenging task due to refractive index inhomogeneity, random light scattering, and speckle noise formation. In this article, we have coupled the data regression model in the R-squared metric and used its advantages as a fitness function in the genetic algorithm to advance the resolution and structural uniformity. As a compatible system with the binary genetic algorithm, we have presented a cost-effective iterative wavefront shaping system-design with binary phase modulation using an affordable ferroelectric liquid crystal (FLC) based binary-phase spatial light modulator (SLM). R-squared metric in the genetic algorithm is analyzed to optimize the binary phase mask, and the prototype system based on iterative binary phase modulation has been validated with a 120-grit ground glass diffuser and fresh chicken tissues of thickness 307 [Formula: see text] and 812 [Formula: see text]. The detailed results show that the proposed cost-effective wavefront shaping system with data regression model assisted R-squared fitness function can construct high-resolution multiple complex hetero-structures simultaneously in 3D volume using an optimized single phase-mask.
Collapse
Affiliation(s)
- Amit Kumar
- Bio-NanoPhotonics Laboratory, Department of Physical Sciences, Indian Institute of Science Education and Research-Mohali, Knowledge City, Sector 81, SAS Nagar, Manauli, PO, 140306, India
| | - Sarvesh Thakur
- Bio-NanoPhotonics Laboratory, Department of Physical Sciences, Indian Institute of Science Education and Research-Mohali, Knowledge City, Sector 81, SAS Nagar, Manauli, PO, 140306, India
| | - S K Biswas
- Bio-NanoPhotonics Laboratory, Department of Physical Sciences, Indian Institute of Science Education and Research-Mohali, Knowledge City, Sector 81, SAS Nagar, Manauli, PO, 140306, India.
| |
Collapse
|
34
|
Doyle HK, Herbeck SR, Boehm AE, Vanston JE, Ng R, Tuten WS, Roorda A. Boosting 2-photon vision with adaptive optics. J Vis 2023; 23:4. [PMID: 37801322 PMCID: PMC10561787 DOI: 10.1167/jov.23.12.4] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 09/05/2023] [Indexed: 10/07/2023] Open
Abstract
The 2-photon effect in vision occurs when two photons of the same wavelength are absorbed by cone photopigment in the retina and create a visual sensation matching the appearance of light close to half their wavelength. This effect is especially salient for infrared light, where humans are mostly insensitive to 1-photon isomerizations and thus any perception is dominated by 2-photon isomerizations. This phenomenon can be made more readily visible using short-pulsed lasers, which increase the likelihood of 2-photon excitation by making photon arrivals at the retina more concentrated in time. Adaptive optics provides another avenue for enhancing the 2-photon effect by focusing light more tightly at the retina, thereby increasing the spatial concentration of incident photons. This article makes three contributions. First, we demonstrate through color-matching experiments that an adaptive optics correction can provide a 25-fold increase in the luminance of the 2-photon effect-a boost equivalent to reducing pulse width by 96%. Second, we provide image-based evidence that the 2-photon effect occurs at the photoreceptor level. Third, we use our results to compute the specifications for a system that could utilize 2-photon vision and adaptive optics to image and stimulate the retina using a single infrared wavelength and reach luminance levels comparable to conventional displays.
Collapse
Affiliation(s)
- Hannah K Doyle
- Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA
| | - Sofie R Herbeck
- Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA
| | - Alexandra E Boehm
- Herbert Wertheim School of Optometry and Vision Science, University of California Berkeley, Berkeley, CA, USA
| | - John E Vanston
- Herbert Wertheim School of Optometry and Vision Science, University of California Berkeley, Berkeley, CA, USA
| | - Ren Ng
- Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA
| | - William S Tuten
- Herbert Wertheim School of Optometry and Vision Science, University of California Berkeley, Berkeley, CA, USA
| | - Austin Roorda
- Herbert Wertheim School of Optometry and Vision Science, University of California Berkeley, Berkeley, CA, USA
| |
Collapse
|
35
|
Samelska K, Szaflik JP, Śmigielska B, Zaleska-Żmijewska A. Progression of Rare Inherited Retinal Dystrophies May Be Monitored by Adaptive Optics Imaging. Life (Basel) 2023; 13:1871. [PMID: 37763275 PMCID: PMC10532666 DOI: 10.3390/life13091871] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 08/04/2023] [Revised: 09/02/2023] [Accepted: 09/03/2023] [Indexed: 09/29/2023] Open
Abstract
Inherited retinal dystrophies (IRDs) are bilateral genetic conditions of the retina, leading to irreversible vision loss. This study included 55 eyes afflicted with IRDs affecting the macula. The diseases examined encompassed Stargardt disease (STGD), cone dystrophy (CD), and cone-rod dystrophy (CRD) using adaptive optics (Rtx1™; Imagine Eyes, Orsay, France). Adaptive optics facilitate high-quality visualisation of retinal microstructures, including cones. Cone parameters, such as cone density (DM), cone spacing (SM), and regularity (REG), were analysed. The best corrected visual acuity (BCVA) was assessed as well. Examinations were performed twice over a 6-year observation period. A significant change was observed in DM (1282.73/mm2 vs. 10,073.42/mm2, p< 0.001) and SM (9.83 μm vs. 12.16 μm, p< 0.001) during the follow-up. BCVA deterioration was also significant (0.16 vs. 0.12, p = 0.001), albeit uncorrelated with the change in cone parameters. No significant difference in REG was detected between the initial examination and the follow-up (p = 0.089).
Collapse
Affiliation(s)
- Katarzyna Samelska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | - Jacek Paweł Szaflik
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | - Barbara Śmigielska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | - Anna Zaleska-Żmijewska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| |
Collapse
|
36
|
Kong L, Yang K, Su C, Guo S, Wang S, Cheng T, Yang P. Adaptive Optics Tip-Tilt Correction Based on Smith Predictor and Filter-Optimized Linear Active Disturbance Rejection Control Method. Sensors (Basel) 2023; 23:6724. [PMID: 37571508 PMCID: PMC10422630 DOI: 10.3390/s23156724] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 07/16/2023] [Accepted: 07/19/2023] [Indexed: 08/13/2023]
Abstract
A tip-tilt mirror (TTM) control method is designed to enhance the control bandwidth and ensure the rejection performance of the adaptive optics (AO) tip-tilt correction system. Optimized with the Smith predictor and filter, linear active disturbance rejection (LADRC) is adopted to achieve the tip-tilt correction. An AO tip-tilt correction experimental platform was built to validate the method. Experimental results show that the proposed method improves the control bandwidth of the system by at least 3.6 times compared with proportional-integral (PI) control. In addition, under the same control bandwidth condition, compared with the Smith predictor and proportional-integral (PI-Smith) control method, the system is more capable of rejecting internal and external disturbances, and its dynamic response performance is improved by more than 29%.
Collapse
Affiliation(s)
- Lingxi Kong
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Kangjian Yang
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| | - Chunxuan Su
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| | - Sicheng Guo
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shuai Wang
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| | - Tao Cheng
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| | - Ping Yang
- Key Laboratory on Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
- Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China
| |
Collapse
|
37
|
Kupis M, Wawrzyniak ZM, Szaflik JP, Zaleska-Żmijewska A. Retinal Photoreceptors and Microvascular Changes in the Assessment of Diabetic Retinopathy Progression: A Two-Year Follow-Up Study. Diagnostics (Basel) 2023; 13:2513. [PMID: 37568876 PMCID: PMC10417253 DOI: 10.3390/diagnostics13152513] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND With the increasing global incidence of diabetes mellitus (DM), diabetic retinopathy (DR) has become one of the leading causes of blindness in developed countries. DR leads to changes in retinal neurons and microcirculation. Rtx1TM (Imagine Eyes, Orsay, France) is a retinal camera that allows histological visualisations of cones and retinal microcirculation throughout the DM duration. OBJECTIVE This study aimed to analyse the cones and retinal microvascular changes in 50 diabetic individuals and 18 healthy volunteers. The patients participated in the initial visit and two follow-up appointments, one and two years after the study, beginning with Rtx1TM image acquisition, visual acuity assessment, macular OCT scans and blood measurements. RESULTS The study revealed significant differences in the cone density, mosaic arrangement and vascular morphology between healthy and diabetic patients. The final measurements showed decreased photoreceptor and microvascular parameters in the DR group compared with the control group. Furthermore, in the 2-year follow-up, both groups' Rtx1TM-acquired morphological changes were statistically significant. CONCLUSIONS Rtx1TM technology was successfully used as a non-invasive method of photoreceptors and retinal vasculature assessment over time in patients with diabetic retinopathy. The study revealed a trend toward more vascular morphological changes occurring over time in diabetic patients.
Collapse
Affiliation(s)
- Magdalena Kupis
- Department of Ophthalmology, SPKSO Ophthalmic Hospital, Medical University of Warsaw, 02-097 Warsaw, Poland
| | - Zbigniew M. Wawrzyniak
- Faculty of Electronics and Information Technology, Warsaw University of Technology, 00-665 Warsaw, Poland
| | - Jacek P. Szaflik
- Department of Ophthalmology, SPKSO Ophthalmic Hospital, Medical University of Warsaw, 02-097 Warsaw, Poland
| | - Anna Zaleska-Żmijewska
- Department of Ophthalmology, SPKSO Ophthalmic Hospital, Medical University of Warsaw, 02-097 Warsaw, Poland
| |
Collapse
|
38
|
Samelska K, Szaflik JP, Guszkowska M, Kurowska AK, Zaleska-Żmijewska A. Characteristics of Rare Inherited Retinal Dystrophies in Adaptive Optics-A Study on 53 Eyes. Diagnostics (Basel) 2023; 13:2472. [PMID: 37568834 PMCID: PMC10417470 DOI: 10.3390/diagnostics13152472] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/21/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Inherited retinal dystrophies (IRDs) are genetic disorders that lead to the bilateral degeneration of the retina, causing irreversible vision loss. These conditions often manifest during the first and second decades of life, and their primary symptoms can be non-specific. Diagnostic processes encompass assessments of best-corrected visual acuity, fundoscopy, optical coherence tomography, fundus autofluorescence, fluorescein angiography, electrophysiological tests, and genetic testing. This study focuses on the application of adaptive optics (AO), a non-invasive retinal examination, for the assessment of patients with IRDs. AO facilitates the high-quality, detailed observation of retinal photoreceptor structures (cones and rods) and enables the quantitative analysis of parameters such as cone density (DM), cone spacing (SM), cone regularity (REG), and Voronoi analysis (N%6). AO examinations were conducted on eyes diagnosed with Stargardt disease (STGD, N=36), cone dystrophy (CD, N=9), and cone-rod dystrophy (CRD, N=8), and on healthy eyes (N=14). There were significant differences in the DM, SM, REG, and N%6 parameters between the healthy and IRD-affected eyes (p<0.001 for DM, SM, and REG; p=0.008 for N%6). The mean DM in the CD, CRD, and STGD groups was 8900.39/mm2, 9296.32/mm2, and 16,209.66/mm2, respectively, with a significant inter-group difference (p=0.006). The mean SM in the CD, CRD, and STGD groups was 12.37 μm, 14.82 μm, and 9.65 μm, respectively, with a significant difference observed between groups (p=0.002). However, no significant difference was found in REG and N%6 among the CD, CRD, and STGD groups. Significant differences were found in SM and DM between CD and STGD (p=0.014 for SM; p=0.003 for DM) and between CRD and STGD (p=0.027 for SM; p=0.003 for DM). Our findings suggest that AO holds significant potential as an impactful diagnostic tool for IRDs.
Collapse
Affiliation(s)
- Katarzyna Samelska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | - Jacek Paweł Szaflik
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | | | - Anna Katarzyna Kurowska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| | - Anna Zaleska-Żmijewska
- Department of Ophthalmology, Medical University of Warsaw, 02-091 Warsaw, Poland
- SPKSO Ophthalmic University Hospital, 00-576 Warsaw, Poland
| |
Collapse
|
39
|
Ashourizadeh H, Fakhri M, Hassanpour K, Masoudi A, Jalali S, Roshandel D, Chen FK. Pearls and Pitfalls of Adaptive Optics Ophthalmoscopy in Inherited Retinal Diseases. Diagnostics (Basel) 2023; 13:2413. [PMID: 37510157 PMCID: PMC10377978 DOI: 10.3390/diagnostics13142413] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/12/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
Adaptive optics (AO) retinal imaging enables individual photoreceptors to be visualized in the clinical setting. AO imaging can be a powerful clinical tool for detecting photoreceptor degeneration at a cellular level that might be overlooked through conventional structural assessments, such as spectral-domain optical coherence tomography (SD-OCT). Therefore, AO imaging has gained significant interest in the study of photoreceptor degeneration, one of the most common causes of inherited blindness. Growing evidence supports that AO imaging may be useful for diagnosing early-stage retinal dystrophy before it becomes apparent on fundus examination or conventional retinal imaging. In addition, serial AO imaging may detect structural disease progression in early-stage disease over a shorter period compared to SD-OCT. Although AO imaging is gaining popularity as a structural endpoint in clinical trials, the results should be interpreted with caution due to several pitfalls, including the lack of standardized imaging and image analysis protocols, frequent ocular comorbidities that affect image quality, and significant interindividual variation of normal values. Herein, we summarize the current state-of-the-art AO imaging and review its potential applications, limitations, and pitfalls in patients with inherited retinal diseases.
Collapse
Affiliation(s)
| | - Maryam Fakhri
- Ophthalmic Research Center, Research Institute for Ophthalmology and Vision Sciences, Shahid Beheshti University of Medical Sciences, Tehran 16666, Iran
| | - Kiana Hassanpour
- Ophthalmic Research Center, Research Institute for Ophthalmology and Vision Sciences, Shahid Beheshti University of Medical Sciences, Tehran 16666, Iran
| | - Ali Masoudi
- Stein Eye Institute, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Sattar Jalali
- Department of Physics, Central Tehran Branch, Islamic Azad University, Tehran 19558, Iran
| | - Danial Roshandel
- Centre for Ophthalmology and Visual Science, The University of Western Australia, Nedlands, WA 6009, Australia
- Ocular Tissue Engineering Laboratory, Lions Eye Institute, Nedlands, WA 6009, Australia
| | - Fred K Chen
- Centre for Ophthalmology and Visual Science, The University of Western Australia, Nedlands, WA 6009, Australia
- Ocular Tissue Engineering Laboratory, Lions Eye Institute, Nedlands, WA 6009, Australia
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, VIC 3002, Australia
- Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, VIC 3010, Australia
| |
Collapse
|
40
|
Mujat M, Akula JD, Fulton AB, Ferguson RD, Iftimia N. Non-Rigid Registration for High-Resolution Retinal Imaging. Diagnostics (Basel) 2023; 13:2285. [PMID: 37443679 PMCID: PMC10341150 DOI: 10.3390/diagnostics13132285] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/30/2023] [Accepted: 07/03/2023] [Indexed: 07/15/2023] Open
Abstract
Adaptive optics provides improved resolution in ophthalmic imaging when retinal microstructures need to be identified, counted, and mapped. In general, multiple images are averaged to improve the signal-to-noise ratio or analyzed for temporal dynamics. Image registration by cross-correlation is straightforward for small patches; however, larger images require more sophisticated registration techniques. Strip-based registration has been used successfully for photoreceptor mosaic alignment in small patches; however, if the deformations along strips are not simple displacements, averaging can degrade the final image. We have applied a non-rigid registration technique that improves the quality of processed images for mapping cones over large image patches. In this approach, correction of local deformations compensates for local image stretching, compressing, bending, and twisting due to a number of causes. The main result of this procedure is improved definition of retinal microstructures that can be better identified and segmented. Derived metrics such as cone density, wall-to-lumen ratio, and quantification of structural modification of blood vessel walls have diagnostic value in many retinal diseases, including diabetic retinopathy and age-related macular degeneration, and their improved evaluations may facilitate early diagnostics of retinal diseases.
Collapse
Affiliation(s)
- Mircea Mujat
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (R.D.F.); (N.I.)
| | - James D. Akula
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (J.D.A.); (A.B.F.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - Anne B. Fulton
- Department of Ophthalmology, Boston Children’s Hospital, Boston, MA 02115, USA; (J.D.A.); (A.B.F.)
- Department of Ophthalmology, Harvard Medical School, Boston, MA 02115, USA
| | - R. Daniel Ferguson
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (R.D.F.); (N.I.)
| | - Nicusor Iftimia
- Physical Sciences, Inc., 20 New England Business Center, Andover, MA 01810, USA; (R.D.F.); (N.I.)
| |
Collapse
|
41
|
Hubert A, Farkouh G, Harms F, Veilly C, Imperato S, Mercier M, Loriette V, Rouyer F, Fragola A. Enhanced neuroimaging with a calcium sensor in ex-vivo Drosophila melanogaster brains using closed-loop adaptive optics light-sheet fluorescence microscopy. J Biomed Opt 2023; 28:066501. [PMID: 37334209 PMCID: PMC10275380 DOI: 10.1117/1.jbo.28.6.066501] [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: 02/20/2023] [Revised: 05/16/2023] [Accepted: 05/22/2023] [Indexed: 06/20/2023]
Abstract
Significance Adaptive optics (AO) has been implemented on several microscopy setups and has proven its ability to increase both signal and resolution. However, reported configurations are not suited for fast imaging of live samples or are based on an invasive or complex implementation method. Aim Provide a fast aberration correction method with an easy to implement AO module compatible with light-sheet fluorescence microscopy (LSFM) for enhanced imaging of live samples. Approach Development of an AO add-on module for LSFM based on direct wavefront sensing without requiring a guide star using an extended-scene Shack-Hartmann wavefront sensor. The enhanced setup uses a two-color sample labeling strategy to optimize the photon budget. Results Fast AO correction of in-depth aberrations in an ex-vivo adult Drosophila brain enables doubling the contrast when imaging with either cell reporters or calcium sensors for functional imaging. We quantify the gain in terms of image quality on different functional domains of sleep neurons in the Drosophila brain at various depths and discuss the optimization of key parameters driving AO. Conclusion We developed a compact AO module that can be integrated into most of the reported light-sheet microscopy setups, provides significant improvement of image quality and is compatible with fast imaging requirements such as calcium imaging.
Collapse
Affiliation(s)
- Antoine Hubert
- Sorbonne Université, PSL Research University, CNRS, Laboratoire Physique et Etudes des Matériaux, ESPCI Paris, Paris, France
- Imagine Optic, Orsay, France
| | - Georges Farkouh
- Université de Paris, CNRS, Institut Jacques Monod, Paris, France
| | | | | | - Sophia Imperato
- Sorbonne Université, PSL Research University, CNRS, Laboratoire Physique et Etudes des Matériaux, ESPCI Paris, Paris, France
| | - Mathias Mercier
- Sorbonne Université, PSL Research University, CNRS, Laboratoire Physique et Etudes des Matériaux, ESPCI Paris, Paris, France
| | - Vincent Loriette
- Sorbonne Université, PSL Research University, CNRS, Laboratoire Physique et Etudes des Matériaux, ESPCI Paris, Paris, France
| | - François Rouyer
- Université Paris Saclay, Institut des Neurosciences Paris-Saclay, CNRS, Saclay, France
| | - Alexandra Fragola
- Université Paris-Saclay, Institut des Sciences Moléculaires d’Orsay, CNRS, Orsay, France
| |
Collapse
|
42
|
Cheong KX, Ong CJT, Chandrasekaran PR, Zhao J, Teo KYC, Mathur R. Review of Retinal Imaging Modalities for Hydroxychloroquine Retinopathy. Diagnostics (Basel) 2023; 13:diagnostics13101752. [PMID: 37238236 DOI: 10.3390/diagnostics13101752] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
This review provides an overview of conventional and novel retinal imaging modalities for hydroxychloroquine (HCQ) retinopathy. HCQ retinopathy is a form of toxic retinopathy resulting from HCQ use for a variety of autoimmune diseases, such as rheumatoid arthritis and systemic lupus erythematosus. Each imaging modality detects a different aspect of HCQ retinopathy and shows a unique complement of structural changes. Conventionally, spectral-domain optical coherence tomography (SD-OCT), which shows loss or attenuation of the outer retina and/or retinal pigment epithelium-Bruch's membrane complex, and fundus autofluorescence (FAF), which shows parafoveal or pericentral abnormalities, are used to assess HCQ retinopathy. Additionally, several variations of OCT (retinal and choroidal thickness measurements, choroidal vascularity index, widefield OCT, en face imaging, minimum intensity analysis, and artificial intelligence techniques) and FAF techniques (quantitative FAF, near-infrared FAF, fluorescence lifetime imaging ophthalmoscopy, and widefield FAF) have been applied to assess HCQ retinopathy. Other novel retinal imaging techniques that are being studied for early detection of HCQ retinopathy include OCT angiography, multicolour imaging, adaptive optics, and retromode imaging, although further testing is required for validation.
Collapse
Affiliation(s)
- Kai Xiong Cheong
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, Singapore 168751, Singapore
| | - Charles Jit Teng Ong
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, Singapore 168751, Singapore
| | - Priya R Chandrasekaran
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, Singapore 168751, Singapore
| | - Jinzhi Zhao
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, Singapore 168751, Singapore
| | - Kelvin Yi Chong Teo
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, Singapore 168751, Singapore
- Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore 169857, Singapore
| | - Ranjana Mathur
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, Singapore 168751, Singapore
- Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore 169857, Singapore
| |
Collapse
|
43
|
Vanston JE, Boehm AE, Tuten WS, Roorda A. It's not easy seeing green: The veridical perception of small spots. J Vis 2023; 23:2. [PMID: 37133838 PMCID: PMC10166115 DOI: 10.1167/jov.23.5.2] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 03/26/2023] [Indexed: 05/04/2023] Open
Abstract
When single cones are stimulated with spots of 543-nm light presented against a white background, subjects report percepts that vary between predominately red, white, and green. However, light of the same spectral composition viewed over a large field under normal viewing conditions looks invariably green and highly saturated. It remains unknown what stimulus parameters are most important for governing the color appearance in the transition between these two extreme cases. The current study varied the size, intensity and retinal motion of stimuli presented in an adaptive optics scanning laser ophthalmoscope. Stimuli were either stabilized on target locations or allowed to drift across the retina with the eye's natural motion. Increasing both stimulus size and intensity led to higher likelihoods that monochromatic spots of light were perceived as green, whereas only higher intensities led to increases in perceived saturation. The data also show an interaction between size and intensity, suggesting that the balance between magnocellular and parvocellular activation may be critical factors for color perception. Surprisingly, under the range of conditions tested, color appearance did not depend on whether stimuli were stabilized. Sequential activation of many cones does not appear to drive hue and saturation perception as effectively as simultaneous activation of many cones.
Collapse
Affiliation(s)
- John Erik Vanston
- Herbert Wertheim School of Optometry and Vision Science, University of California, Berkeley, CA, USA
| | - Alexandra E Boehm
- Herbert Wertheim School of Optometry and Vision Science, University of California, Berkeley, CA, USA
| | - William S Tuten
- Herbert Wertheim School of Optometry and Vision Science, University of California, Berkeley, CA, USA
| | - Austin Roorda
- Herbert Wertheim School of Optometry and Vision Science, University of California, Berkeley, CA, USA
| |
Collapse
|
44
|
Chen B, Zhou Y, Li Z, Jia J, Zhang Y. Adaptive Optical Closed-Loop Control Based on the Single-Dimensional Perturbation Descent Algorithm. Sensors (Basel) 2023; 23:s23094371. [PMID: 37177573 PMCID: PMC10181763 DOI: 10.3390/s23094371] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/25/2023] [Accepted: 04/26/2023] [Indexed: 05/15/2023]
Abstract
Modal-free optimization algorithms do not require specific mathematical models, and they, along with their other benefits, have great application potential in adaptive optics. In this study, two different algorithms, the single-dimensional perturbation descent algorithm (SDPD) and the second-order stochastic parallel gradient descent algorithm (2SPGD), are proposed for wavefront sensorless adaptive optics, and a theoretical analysis of the algorithms' convergence rates is presented. The results demonstrate that the single-dimensional perturbation descent algorithm outperforms the stochastic parallel gradient descent (SPGD) and 2SPGD algorithms in terms of convergence speed. Then, a 32-unit deformable mirror is constructed as the wavefront corrector, and the SPGD, single-dimensional perturbation descent, and 2SPSA algorithms are used in an adaptive optics numerical simulation model of the wavefront controller. Similarly, a 39-unit deformable mirror is constructed as the wavefront controller, and the SPGD and single-dimensional perturbation descent algorithms are used in an adaptive optics experimental verification device of the wavefront controller. The outcomes demonstrate that the convergence speed of the algorithm developed in this paper is more than twice as fast as that of the SPGD and 2SPGD algorithms, and the convergence accuracy of the algorithm is 4% better than that of the SPGD algorithm.
Collapse
Affiliation(s)
- Bo Chen
- Laser Tangshan Key Laboratory of Advanced Testing and Control Technology, School of Electrical Engineering, North China University of Science and Technology, No. 21, Bohai Road, Tangshan 063210, China
| | - Yilin Zhou
- Laser Tangshan Key Laboratory of Advanced Testing and Control Technology, School of Electrical Engineering, North China University of Science and Technology, No. 21, Bohai Road, Tangshan 063210, China
| | - Zhaoyi Li
- Laser Tangshan Key Laboratory of Advanced Testing and Control Technology, School of Electrical Engineering, North China University of Science and Technology, No. 21, Bohai Road, Tangshan 063210, China
| | - Jingjing Jia
- Laser Tangshan Key Laboratory of Advanced Testing and Control Technology, School of Electrical Engineering, North China University of Science and Technology, No. 21, Bohai Road, Tangshan 063210, China
| | - Yirui Zhang
- Laser Tangshan Key Laboratory of Advanced Testing and Control Technology, School of Electrical Engineering, North China University of Science and Technology, No. 21, Bohai Road, Tangshan 063210, China
| |
Collapse
|
45
|
Yasuhiko O, Takeuchi K. In-silico clearing approach for deep refractive index tomography by partial reconstruction and wave-backpropagation. Light Sci Appl 2023; 12:101. [PMID: 37105955 PMCID: PMC10140380 DOI: 10.1038/s41377-023-01144-z] [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: 06/30/2022] [Revised: 03/08/2023] [Accepted: 03/30/2023] [Indexed: 06/19/2023]
Abstract
Refractive index (RI) is considered to be a fundamental physical and biophysical parameter in biological imaging, as it governs light-matter interactions and light propagation while reflecting cellular properties. RI tomography enables volumetric visualization of RI distribution, allowing biologically relevant analysis of a sample. However, multiple scattering (MS) and sample-induced aberration (SIA) caused by the inhomogeneity in RI distribution of a thick sample make its visualization challenging. This paper proposes a deep RI tomographic approach to overcome MS and SIA and allow the enhanced reconstruction of thick samples compared to that enabled by conventional linear-model-based RI tomography. The proposed approach consists of partial RI reconstruction using multiple holograms acquired with angular diversity and their backpropagation using the reconstructed partial RI map, which unambiguously reconstructs the next partial volume. Repeating this operation efficiently reconstructs the entire RI tomogram while suppressing MS and SIA. We visualized a multicellular spheroid of diameter 140 µm within minutes of reconstruction, thereby demonstrating the enhanced deep visualization capability and computational efficiency of the proposed method compared to those of conventional RI tomography. Furthermore, we quantified the high-RI structures and morphological changes inside multicellular spheroids, indicating that the proposed method can retrieve biologically relevant information from the RI distribution. Benefitting from the excellent biological interpretability of RI distributions, the label-free deep visualization capability of the proposed method facilitates a noninvasive understanding of the architecture and time-course morphological changes of thick multicellular specimens.
Collapse
Affiliation(s)
- Osamu Yasuhiko
- Central Research Laboratory, Hamamatsu Photonics K.K, 5000 Hirakuchi, Hamakita-ku, Hamamatsu, 434-8601, Shizuoka, Japan.
| | - Kozo Takeuchi
- Central Research Laboratory, Hamamatsu Photonics K.K, 5000 Hirakuchi, Hamakita-ku, Hamamatsu, 434-8601, Shizuoka, Japan.
| |
Collapse
|
46
|
Zhang Q, Yang Y, Cao KJ, Chen W, Paidi S, Xia CH, Kramer RH, Gong X, Ji N. Retinal microvascular and neuronal pathologies probed in vivo by adaptive optical two-photon fluorescence microscopy. eLife 2023; 12:84853. [PMID: 37039777 PMCID: PMC10089658 DOI: 10.7554/elife.84853] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 03/19/2023] [Indexed: 04/12/2023] Open
Abstract
The retina, behind the transparent optics of the eye, is the only neural tissue whose physiology and pathology can be non-invasively probed by optical microscopy. The aberrations intrinsic to the mouse eye, however, prevent high-resolution investigation of retinal structure and function in vivo. Optimizing the design of a two-photon fluorescence microscope (2PFM) and sample preparation procedure, we found that adaptive optics (AO), by measuring and correcting ocular aberrations, is essential for resolving putative synaptic structures and achieving three-dimensional cellular resolution in the mouse retina in vivo. Applying AO-2PFM to longitudinal retinal imaging in transgenic models of retinal pathology, we characterized microvascular lesions with sub-capillary details in a proliferative vascular retinopathy model, and found Lidocaine to effectively suppress retinal ganglion cell hyperactivity in a retinal degeneration model. Tracking structural and functional changes at high-resolution longitudinally, AO-2PFM enables microscopic investigations of retinal pathology and pharmacology for disease diagnosis and treatment in vivo.
Collapse
Affiliation(s)
- Qinrong Zhang
- Department of Physics, University of California, Berkeley, United States
- Department of Molecular and Cell Biology, University of California, Berkeley, United States
| | - Yuhan Yang
- Department of Physics, University of California, Berkeley, United States
| | - Kevin J Cao
- Department of Molecular and Cell Biology, University of California, Berkeley, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, United States
| | - Wei Chen
- Department of Physics, University of California, Berkeley, United States
- Department of Molecular and Cell Biology, University of California, Berkeley, United States
| | - Santosh Paidi
- School of Optometry, University of California, Berkeley, United States
| | - Chun-Hong Xia
- School of Optometry, University of California, Berkeley, United States
- Vision Science Program, University of California, Berkeley, United States
| | - Richard H Kramer
- Department of Molecular and Cell Biology, University of California, Berkeley, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, United States
- Vision Science Program, University of California, Berkeley, United States
| | - Xiaohua Gong
- School of Optometry, University of California, Berkeley, United States
- Vision Science Program, University of California, Berkeley, United States
| | - Na Ji
- Department of Physics, University of California, Berkeley, United States
- Department of Molecular and Cell Biology, University of California, Berkeley, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, United States
- Vision Science Program, University of California, Berkeley, United States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, United States
| |
Collapse
|
47
|
Czymmek KJ, Duncan KE, Berg H. Realizing the Full Potential of Advanced Microscopy Approaches for Interrogating Plant-Microbe Interactions. Mol Plant Microbe Interact 2023; 36:245-255. [PMID: 36947723 DOI: 10.1094/mpmi-10-22-0208-fi] [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] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Microscopy has served as a fundamental tool for insight and discovery in plant-microbe interactions for centuries. From classical light and electron microscopy to corresponding specialized methods for sample preparation and cellular contrasting agents, these approaches have become routine components in the toolkit of plant and microbiology scientists alike to visualize, probe and understand the nature of host-microbe relationships. Over the last three decades, three-dimensional perspectives led by the development of electron tomography, and especially, confocal techniques continue to provide remarkable clarity and spatial detail of tissue and cellular phenomena. Confocal and electron microscopy provide novel revelations that are now commonplace in medium and large institutions. However, many other cutting-edge technologies and sample preparation workflows are relatively unexploited yet offer tremendous potential for unprecedented advancement in our understanding of the inner workings of pathogenic, beneficial, and symbiotic plant-microbe interactions. Here, we highlight key applications, benefits, and challenges of contemporary advanced imaging platforms for plant-microbe systems with special emphasis on several recently developed approaches, such as light-sheet, single molecule, super-resolution, and adaptive optics microscopy, as well as ambient and cryo-volume electron microscopy, X-ray microscopy, and cryo-electron tomography. Furthermore, the potential for complementary sample preparation methodologies, such as optical clearing, expansion microscopy, and multiplex imaging, will be reviewed. Our ultimate goal is to stimulate awareness of these powerful cutting-edge technologies and facilitate their appropriate application and adoption to solve important and unresolved biological questions in the field. [Formula: see text] Copyright © 2023 The Author(s). This is an open access article distributed under the CC BY 4.0 International license.
Collapse
Affiliation(s)
- Kirk J Czymmek
- Donald Danforth Plant Science Center, Saint Louis, MO 63132, U.S.A
- Advanced Bioimaging Laboratory, Donald Danforth Plant Science Center, Saint Louis, MO 63132, U.S.A
| | - Keith E Duncan
- Donald Danforth Plant Science Center, Saint Louis, MO 63132, U.S.A
| | - Howard Berg
- Donald Danforth Plant Science Center, Saint Louis, MO 63132, U.S.A
| |
Collapse
|
48
|
Zheng T, Liversage AR, Tehrani KF, Call JA, Kner PA, Mortensen LJ. Imaging mitochondria through bone in live mice using two-photon fluorescence microscopy with adaptive optics. Front Neuroimaging 2023; 2:959601. [PMID: 37554651 PMCID: PMC10406258 DOI: 10.3389/fnimg.2023.959601] [Citation(s) in RCA: 1] [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] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 01/09/2023] [Indexed: 08/10/2023]
Abstract
INTRODUCTION Mitochondria are extremely important organelles in the regulation of bone marrow and brain activity. However, live imaging of these subcellular features with high resolution in scattering tissues like brain or bone has proven challenging. METHODS In this study, we developed a two-photon fluorescence microscope with adaptive optics (TPFM-AO) for high-resolution imaging, which uses a home-built Shack-Hartmann wavefront sensor (SHWFS) to correct system aberrations and a sensorless approach for correcting low order tissue aberrations. RESULTS Using AO increases the fluorescence intensity of the point spread function (PSF) and achieves fast imaging of subcellular organelles with 400 nm resolution through 85 μm of highly scattering tissue. We achieved ~1.55×, ~3.58×, and ~1.77× intensity increases using AO, and a reduction of the PSF width by ~0.83×, ~0.74×, and ~0.9× at the depths of 0, 50 μm and 85 μm in living mouse bone marrow respectively, allowing us to characterize mitochondrial health and the survival of functioning cells with a field of view of 67.5× 67.5 μm. We also investigate the role of initial signal and background levels in sample correction quality by varying the laser power and camera exposure time and develop an intensity-based criteria for sample correction. DISCUSSION This study demonstrates a promising tool for imaging of mitochondria and other organelles in optically distorting biological environments, which could facilitate the study of a variety of diseases connected to mitochondrial morphology and activity in a range of biological tissues.
Collapse
Affiliation(s)
- Tianyi Zheng
- School of Electrical and Computer Engineering, University of Georgia, Athens, GA, United States
| | - Adrian R. Liversage
- School of Chemical, Materials and Biomedical Engineering, University of Georgia, Athens, GA, United States
| | - Kayvan F. Tehrani
- Biophotonics Imaging Laboratory, The University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Jarrod A. Call
- Department of Physiology and Pharmacology, University of Georgia, Athens, GA, United States
| | - Peter A. Kner
- School of Electrical and Computer Engineering, University of Georgia, Athens, GA, United States
| | - Luke J. Mortensen
- School of Chemical, Materials and Biomedical Engineering, University of Georgia, Athens, GA, United States
- Regenerative Bioscience Center, Rhodes Center for ADS, University of Georgia, Athens, GA, United States
| |
Collapse
|
49
|
Huynh KT, Walters S, Foley EK, Hunter JJ. Separate lifetime signatures of macaque S cones, M/L cones, and rods observed with adaptive optics fluorescence lifetime ophthalmoscopy. Sci Rep 2023; 13:2456. [PMID: 36774443 PMCID: PMC9922306 DOI: 10.1038/s41598-023-28877-6] [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] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 01/25/2023] [Indexed: 02/13/2023] Open
Abstract
In the retina, several molecules involved in metabolism, the visual cycle, and other roles exhibit intrinsic fluorescence. The overall properties of retinal fluorescence depend on changes to the composition of these molecules and their environmental interactions due to transient functional shifts, especially in disease. This behooves the understanding of the origins and deviations of these properties within the multilayered retina at high lateral and axial resolution. Of particular interest is the fluorescence lifetime, a potential biomarker of function and disease independent of fluorescence intensity that can be measured in the retina with adaptive optics fluorescence lifetime ophthalmoscopy (AOFLIO). This work demonstrates the utility of the phasor method of analysis, an alternate approach to traditional multiexponential fitting, to evaluate photoreceptor two-photon excited AOFLIO data and separate them based on functional differences. Phasor analysis on fluorescence lifetime decay data allowed the repeatable segregation of S from M/L cones, likely from differences in functional or metabolic demands. Furthermore, it is possible to track the lifetime changes in S cones after photodamage. Phasor analysis increases the sensitivity of AOFLIO to functional differences between cells and has the potential to improve our understanding of pathways involved in normal and diseased conditions at the cellular scale throughout the retina.
Collapse
Affiliation(s)
- Khang T Huynh
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, 14627, USA.
- Center for Visual Science, University of Rochester, Rochester, NY, 14642, USA.
| | - Sarah Walters
- Currently with IDEX Health & Science, West Henrietta, NY, 14586, USA
- The Institute of Optics, University of Rochester, Rochester, NY, 14627, USA
| | - Emma K Foley
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, 14627, USA
| | - Jennifer J Hunter
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, 14627, USA
- Center for Visual Science, University of Rochester, Rochester, NY, 14642, USA
- The Institute of Optics, University of Rochester, Rochester, NY, 14627, USA
- Flaum Eye Institute, University of Rochester, Rochester, NY, 14642, USA
| |
Collapse
|
50
|
Pereiro-García J, García-de-Blas M, Geday MA, Quintana X, Caño-García M. Flat variable liquid crystal diffractive spiral axicon enabling perfect vortex beams generation. Sci Rep 2023; 13:2385. [PMID: 36765189 DOI: 10.1038/s41598-023-29164-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 01/31/2023] [Indexed: 02/12/2023] Open
Abstract
A transparent variable diffractive spiral axicon (DSA) based on a single LC cell is presented. The manufactured DSA can be switched between 24 different configurations, 12 convergent and 12 divergent, where the output angle is varied as a function of the applied topological charge. The active area of the device is created using a direct laser writing technique in indium-tin oxide coated glass substrates. Liquid crystal is used to modulate the phase of the incoming beam generating the different DSA configurations. The DSA consists in 24 individually driven transparent spiral shaped electrodes, each introducing a specific phase retardation. In this article, the manufacture and characterization of the tunable DSA is presented and the performance of the DSA is experimentally demonstrated and compared to the corresponding simulations.
Collapse
|