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Recent Progress in the Correlative Structured Illumination Microscopy. CHEMOSENSORS 2021. [DOI: 10.3390/chemosensors9120364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The super-resolution imaging technique of structured illumination microscopy (SIM) enables the mixing of high-frequency information into the optical transmission domain via light-source modulation, thus breaking the optical diffraction limit. Correlative SIM, which combines other techniques with SIM, offers more versatility or higher imaging resolution than traditional SIM. In this review, we first briefly introduce the imaging mechanism and development trends of conventional SIM. Then, the principles and recent developments of correlative SIM techniques are reviewed. Finally, the future development directions of SIM and its correlative microscopies are presented.
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Soltani S, Ojaghi A, Robles FE. Deep UV dispersion and absorption spectroscopy of biomolecules. BIOMEDICAL OPTICS EXPRESS 2019; 10:487-499. [PMID: 30800494 PMCID: PMC6377894 DOI: 10.1364/boe.10.000487] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 12/07/2018] [Accepted: 12/09/2018] [Indexed: 05/03/2023]
Abstract
Owing to the high precision and sensitivity of optical systems, there is an increasing demand for optical methods that quantitatively characterize the physical and chemical properties of biological samples. Information extracted from such quantitative methods, through phase and/or amplitude variations of light, can be crucial in the diagnosis, treatment and study of disease. In this work we apply a recently developed quantitative method, called ultraviolet hyperspectral interferometry (UHI), to characterize the dispersion and absorbing properties of various important biomolecules. Our system consists of (1) a broadband light source that spans from the deep-UV to the visible region of the spectrum, and (2) a Mach-Zehnder interferometer to gain access to complex optical properties. We apply this method to characterize (and tabulate) the dispersive and absorptive properties of hemoglobin, beta nicotinamide adenine dinucleotide (NAD), flavin adenine dinucleotide (FAD), elastin, collagen, cytochrome c, tryptophan and DNA. Our results shed new light on the complex properties of important biomolecules.
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Veenstra C, Petersen W, Vellekoop IM, Steenbergen W, Bosschaart N. Spatially confined quantification of bilirubin concentrations by spectroscopic visible-light optical coherence tomography. BIOMEDICAL OPTICS EXPRESS 2018; 9:3581-3589. [PMID: 30338141 PMCID: PMC6191639 DOI: 10.1364/boe.9.003581] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/09/2018] [Accepted: 06/06/2018] [Indexed: 05/18/2023]
Abstract
Spatially confined measurements of bilirubin in tissue can be of great value for noninvasive bilirubin estimations during neonatal jaundice, as well as our understanding of the physiology behind bilirubin extravasation. This work shows the potential of spectroscopic visible-light optical coherence tomography (sOCT) for this purpose. At the bilirubin absorption peak around 460 nm, sOCT suffers from a strong signal decay with depth, which we overcome by optimizing our system sensitivity through a combination of zero-delay acquisition and focus tracking. In a phantom study, we demonstrate the quantification of bilirubin concentrations between 0 and 650 µM with only a 10% difference to the expected value, thereby covering the entire clinical pathophysiological range.
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Chowdhury S, Eldridge WJ, Wax A, Izatt JA. Structured illumination multimodal 3D-resolved quantitative phase and fluorescence sub-diffraction microscopy. BIOMEDICAL OPTICS EXPRESS 2017; 8:2496-2518. [PMID: 28663887 PMCID: PMC5480494 DOI: 10.1364/boe.8.002496] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 03/28/2017] [Accepted: 03/30/2017] [Indexed: 05/07/2023]
Abstract
Sub-diffraction resolution imaging has played a pivotal role in biological research by visualizing key, but previously unresolvable, sub-cellular structures. Unfortunately, applications of far-field sub-diffraction resolution are currently divided between fluorescent and coherent-diffraction regimes, and a multimodal sub-diffraction technique that bridges this gap has not yet been demonstrated. Here we report that structured illumination (SI) allows multimodal sub-diffraction imaging of both coherent quantitative-phase (QP) and fluorescence. Due to SI's conventionally fluorescent applications, we first demonstrate the principle of SI-enabled three-dimensional (3D) QP sub-diffraction imaging with calibration microspheres. Image analysis confirmed enhanced lateral and axial resolutions over diffraction-limited QP imaging, and established striking parallels between coherent SI and conventional optical diffraction tomography. We next introduce an optical system utilizing SI to achieve 3D sub-diffraction, multimodal QP/fluorescent visualization of A549 biological cells fluorescently tagged for F-actin. Our results suggest that SI has a unique utility in studying biological phenomena with significant molecular, biophysical, and biochemical components.
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Robles FE, Fischer MC, Warren WS. Dispersion-based stimulated Raman scattering spectroscopy, holography, and optical coherence tomography. OPTICS EXPRESS 2016; 24:485-98. [PMID: 26832279 PMCID: PMC4741354 DOI: 10.1364/oe.24.000485] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Stimulated Raman scattering (SRS) enables fast, high resolution imaging of chemical constituents important to biological structures and functional processes, both in a label-free manner and using exogenous biomarkers. While this technology has shown remarkable potential, it is currently limited to point scanning and can only probe a few Raman bands at a time (most often, only one). In this work we take a fundamentally different approach to detecting the small nonlinear signals based on dispersion effects that accompany the loss/gain processes in SRS. In this proof of concept, we demonstrate that the dispersive measurements are more robust to noise compared to amplitude-based measurements, which then permit spectral or spatial multiplexing (potentially both, simultaneously). Finally, we illustrate how this method may enable different strategies for biochemical imaging using phase microscopy and optical coherence tomography.
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Liu HY, Jonas E, Tian L, Zhong J, Recht B, Waller L. 3D imaging in volumetric scattering media using phase-space measurements. OPTICS EXPRESS 2015; 23:14461-14471. [PMID: 26072807 DOI: 10.1364/oe.23.014461] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
We demonstrate the use of phase-space imaging for 3D localization of multiple point sources inside scattering material. The effect of scattering is to spread angular (spatial frequency) information, which can be measured by phase space imaging. We derive a multi-slice forward model for homogenous volumetric scattering, then develop a reconstruction algorithm that exploits sparsity in order to further constrain the problem. By using 4D measurements for 3D reconstruction, the dimensionality mismatch provides significant robustness to multiple scattering, with either static or dynamic diffusers. Experimentally, our high-resolution 4D phase-space data is collected by a spectrogram setup, with results successfully recovering the 3D positions of multiple LEDs embedded in turbid scattering media.
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Kim J, Brown W, Maher JR, Levinson H, Wax A. Functional optical coherence tomography: principles and progress. Phys Med Biol 2015; 60:R211-37. [PMID: 25951836 PMCID: PMC4448140 DOI: 10.1088/0031-9155/60/10/r211] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
In the past decade, several functional extensions of optical coherence tomography (OCT) have emerged, and this review highlights key advances in instrumentation, theoretical analysis, signal processing and clinical application of these extensions. We review five principal extensions: Doppler OCT (DOCT), polarization-sensitive OCT (PS-OCT), optical coherence elastography (OCE), spectroscopic OCT (SOCT), and molecular imaging OCT. The former three have been further developed with studies in both ex vivo and in vivo human tissues. This review emphasizes the newer techniques of SOCT and molecular imaging OCT, which show excellent potential for clinical application but have yet to be well reviewed in the literature. SOCT elucidates tissue characteristics, such as oxygenation and carcinogenesis, by detecting wavelength-dependent absorption and scattering of light in tissues. While SOCT measures endogenous biochemical distributions, molecular imaging OCT detects exogenous molecular contrast agents. These newer advances in functional OCT broaden the potential clinical application of OCT by providing novel ways to understand tissue activity that cannot be accomplished by other current imaging methodologies.
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Affiliation(s)
- Jina Kim
- Department of Surgery, Duke University, Durham, NC 27710, USA
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Maher JR, Jaedicke V, Medina M, Levinson H, Selim MA, Brown WJ, Wax A. In vivo analysis of burns in a mouse model using spectroscopic optical coherence tomography. OPTICS LETTERS 2014; 39:5594-7. [PMID: 25360936 PMCID: PMC4370176 DOI: 10.1364/ol.39.005594] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Spectroscopic analysis of biological tissues can provide insight into changes in structure and function due to disease or injury. Depth-resolved spectroscopic measurements can be implemented for tissue imaging using optical coherence tomography (OCT). Here, spectroscopic OCT is applied to in vivo measurement of burn injury in a mouse model. Data processing and analysis methods are compared for their accuracy. Overall accuracy in classifying burned tissue was found to be as high as 91%, producing an area under the curve of a receiver operating characteristic curve of 0.97. The origins of the spectral changes are identified by correlation with histopathology.
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Affiliation(s)
- Jason R. Maher
- Department of Biomedical Engineering, Duke University, Durham, NC 27708
| | - Volker Jaedicke
- Photonics and Terahertz Technology, Ruhr-Universität Bochum, Universitätsstr 150, 44780 Bochum, Germany
| | - Manuel Medina
- Department of Surgery, Duke University Medical Center, Durham, NC 27708
| | - Howard Levinson
- Department of Surgery, Duke University Medical Center, Durham, NC 27708
- Department of Pathology, Duke University Medical Center, Durham, NC 27708
| | | | - William J. Brown
- Department of Biomedical Engineering, Duke University, Durham, NC 27708
| | - Adam Wax
- Department of Biomedical Engineering, Duke University, Durham, NC 27708
- Corresponding author:
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Xi J, Chen Y, Li X. Characterizing optical properties of nano contrast agents by using cross-referencing OCT imaging. BIOMEDICAL OPTICS EXPRESS 2013; 4:842-51. [PMID: 23761848 PMCID: PMC3675864 DOI: 10.1364/boe.4.000842] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Revised: 05/06/2013] [Accepted: 05/07/2013] [Indexed: 05/20/2023]
Abstract
We report a cross-referencing method to quickly and accurately characterize the optical properties of nanoparticles including the extinction, scattering, absorption and backscattering cross sections by using an OCT system alone. Among other applications, such a method is particularly useful for developing nanoparticle-based OCT imaging contrast agents. The method involves comparing two depth-dependent OCT intensity signals collected from two samples (with one having and the other not having the nanoparticles), to extract the extinction and backscattering coefficient, from which the absorption coefficient can be further deduced (with the help of the established scattering theories for predicting the ratio of the backscattering to total scattering cross section). The method has been experimentally validated using test nanoparticles and was then applied to characterizing gold nanocages. With the aid of this method, we were able to successfully synthesize scattering dominant gold nanocages for the first time and demonstrated the highest contrast enhancement ever achieved by the gold nanocages (and by any nanoparticles of a similar size and concentration) in an in vivo mouse tumor model. This method also enables quantitative analysis of contrast enhancement and provides a general guideline on choosing the optimal concentration and optical properties for the nanoparticle-based OCT contrast agents.
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Robles FE, Samineni P, Wilson JW, Warren WS. Pump-probe nonlinear phase dispersion spectroscopy. OPTICS EXPRESS 2013; 21:9353-64. [PMID: 23609646 PMCID: PMC3656694 DOI: 10.1364/oe.21.009353] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2013] [Revised: 04/01/2013] [Accepted: 04/04/2013] [Indexed: 05/22/2023]
Abstract
Pump-probe microscopy is an imaging technique that delivers molecular contrast of pigmented samples. Here, we introduce pump-probe nonlinear phase dispersion spectroscopy (PP-NLDS), a method that leverages pump-probe microscopy and spectral-domain interferometry to ascertain information from dispersive and resonant nonlinear effects. PP-NLDS extends the information content to four dimensions (phase, amplitude, wavelength, and pump-probe time-delay) that yield unique insight into a wider range of nonlinear interactions compared to conventional methods. This results in the ability to provide highly specific molecular contrast of pigmented and non-pigmented samples. A theoretical framework is described, and experimental results and simulations illustrate the potential of this method. Implications for biomedical imaging are discussed.
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Affiliation(s)
- Francisco E Robles
- Department of Chemistry, Duke University, Durham, North Carolina 27708, USA.
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Jaedicke V, Agcaer S, Robles FE, Steinert M, Jones D, Goebel S, Gerhardt NC, Welp H, Hofmann MR. Comparison of different metrics for analysis and visualization in spectroscopic optical coherence tomography. BIOMEDICAL OPTICS EXPRESS 2013; 4:2945-61. [PMID: 24409393 PMCID: PMC3862158 DOI: 10.1364/boe.4.002945] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Revised: 11/08/2013] [Accepted: 11/10/2013] [Indexed: 05/03/2023]
Abstract
Spectroscopic Optical Coherence Tomography (S-OCT) extracts depth resolved spectra that are inherently available from OCT signals. The back scattered spectra contain useful functional information regarding the sample, since the light is altered by wavelength dependent absorption and scattering caused by chromophores and structures of the sample. Two aspects dominate the performance of S-OCT: (1) the spectral analysis processing method used to obtain the spatially-resolved spectroscopic information and (2) the metrics used to visualize and interpret relevant sample features. In this work, we focus on the second aspect, where we will compare established and novel metrics for S-OCT. These concepts include the adaptation of methods known from multispectral imaging and modern signal processing approaches such as pattern recognition. To compare the performance of the metrics in a quantitative manner, we use phantoms with microsphere scatterers of different sizes that are below the system's resolution and therefore cannot be differentiated using intensity based OCT images. We show that the analysis of the spectral features can clearly separate areas with different scattering properties in multi-layer phantoms. Finally, we demonstrate the performance of our approach for contrast enhancement in bovine articular cartilage.
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Affiliation(s)
- Volker Jaedicke
- Photonics and Terahertz Technology, Ruhr-University Bochum, Universitätsstr. 150, 44801 Bochum, Germany
| | - Semih Agcaer
- Photonics and Terahertz Technology, Ruhr-University Bochum, Universitätsstr. 150, 44801 Bochum, Germany
| | - Francisco E. Robles
- Department of Chemistry, Duke University, 2303 French Family Science Center, 124 Science Drive, Durham, NC 27708, USA
| | - Marian Steinert
- Institute for Experimental Orthopaedics and Biomechanics, Philipps-University Marburg, Baldingerstr. 35043 Marburg, Germany
| | - David Jones
- Institute for Experimental Orthopaedics and Biomechanics, Philipps-University Marburg, Baldingerstr. 35043 Marburg, Germany
| | - Sebastian Goebel
- Department of Electrical Engineering and Information Technology, University of Applied Science Georg Agricola, Herner Str 45, 44787 Bochum, Germany
| | - Nils C. Gerhardt
- Photonics and Terahertz Technology, Ruhr-University Bochum, Universitätsstr. 150, 44801 Bochum, Germany
| | - Hubert Welp
- Department of Electrical Engineering and Information Technology, University of Applied Science Georg Agricola, Herner Str 45, 44787 Bochum, Germany
| | - Martin R. Hofmann
- Photonics and Terahertz Technology, Ruhr-University Bochum, Universitätsstr. 150, 44801 Bochum, Germany
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Abstract
Nonlinear phase dispersion spectroscopy is introduced as a means to retrieve wideband, high spectral resolution profiles of the wavelength-dependent real part of the refractive index. The method is based on detecting dispersion effects imparted to a light field with low coherence transmitted through a thin sample and detected interferometrically in the spectral domain. The same sampled signal is also processed to yield quantitative phase maps and spectral information regarding the total attenuation coefficient using spectral-domain phase microscopy and spectroscopic optical coherence tomography (SOCT), respectively. Proof-of-concept experiments using fluorescent and nonfluorescent polystyrene beads and another using a red blood cell demonstrate the ability of the method to quantify various absorptive/dispersive features. The increased sensitivity of this method, novel to our knowledge, is compared to intensity-based spectroscopy (e.g., SOCT), and potential applications are discussed.
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Affiliation(s)
- Francisco E Robles
- Department of Biomedical Engineering, Duke University, Durham, North Carolina 27708, USA.
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Liu X, Zhang K, Huang Y, Kang JU. Spectroscopic-speckle variance OCT for microvasculature detection and analysis. BIOMEDICAL OPTICS EXPRESS 2011; 2:2995-3009. [PMID: 22076262 PMCID: PMC3207370 DOI: 10.1364/boe.2.002995] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2011] [Revised: 09/29/2011] [Accepted: 10/02/2011] [Indexed: 05/20/2023]
Abstract
We propose and studied optical coherence tomography (OCT) combining spectroscopic (SOCT) and speckle variance (svOCT) functions to effectively detect locations of microvasculatures and assess blood oxygen saturation level. Chorioallantoic membrane of a chick embryo was imaged in vivo to perform the analysis of the system. We also studied the effect of speckle in spectral domain using experimental data and performed time-averaging to reduce speckle noise locally. We combined SOCT and svOCT images using hue, saturation and value (HSV) color map to show the localized spectroscopic property of blood. Results show distinct spectroscopic properties between arterial blood and capillary blood.
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Bosschaart N, Faber DJ, van Leeuwen TG, Aalders MCG. Measurements of wavelength dependent scattering and backscattering coefficients by low-coherence spectroscopy. JOURNAL OF BIOMEDICAL OPTICS 2011; 16:030503. [PMID: 21456858 DOI: 10.1117/1.3553005] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Quantitative measurements of scattering properties are invaluable for optical techniques in medicine. However, noninvasive, quantitative measurements of scattering properties over a large wavelength range remain challenging. We introduce low-coherence spectroscopy as a noninvasive method to locally and simultaneously measure scattering μ(s) and backscattering μ(b) coefficients from 480 to 700 nm with 8 nm spectral resolution. The method is tested on media with varying scattering properties (μ(s) = 1 to 34 mm(-1) and μ(b) = 2.10(-6) to 2.10(-3) mm(-1)), containing different sized polystyrene spheres. The results are in excellent agreement with Mie theory.
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Robles FE, Chowdhury S, Wax A. Assessing hemoglobin concentration using spectroscopic optical coherence tomography for feasibility of tissue diagnostics. BIOMEDICAL OPTICS EXPRESS 2010; 1:310-317. [PMID: 21258468 DOI: 10.1364/boe.1.000310] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2010] [Revised: 07/16/2010] [Accepted: 07/16/2010] [Indexed: 05/18/2023]
Abstract
Hemoglobin (Hb) concentration and oxygen saturation levels are important biomarkers for various diseases, including cancer. Here, we investigate the ability to measure these parameters for tissue using spectroscopic optical coherence tomography (SOCT). A parallel frequency domain OCT system is used with detection spanning the visible region of the spectrum (450 nm to 700 nm). Oxygenated and deoxygenated Hb absorbing phantoms are analyzed. The results show that Hb concentrations as low as 1.2 g/L at 1 mm can be retrieved indicating that both normal and cancerous tissue measurements may be obtained. However, measurement of oxygen saturation levels may not be achieved with this approach.
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