1
|
Zhang C, Boppart SA. Tracking the formation and degradation of fatty-acid-accumulated mitochondria using label-free chemical imaging. Sci Rep 2021; 11:6671. [PMID: 33758233 PMCID: PMC7988176 DOI: 10.1038/s41598-021-85795-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 03/04/2021] [Indexed: 01/31/2023] Open
Abstract
The mitochondrion is one of the key organelles for maintaining cellular homeostasis. External environmental stimuli and internal regulatory processes may alter the metabolism and functions of mitochondria. To understand these activities of mitochondria, it is critical to probe the key metabolic molecules inside these organelles. In this study, we used label-free chemical imaging modalities including coherent anti-Stokes Raman scattering and multiphoton-excited fluorescence to investigate the mitochondrial activities in living cancer cells. We found that hypothermia exposure tends to induce fatty-acid (FA) accumulation in some mitochondria of MIAPaCa-2 cells. Autofluorescence images show that the FA-accumulated mitochondria also have abnormal metabolism of nicotinamide adenine dinucleotide hydrogen, likely induced by the dysfunction of the electron transport chain. We also found that when the cells were re-warmed to physiological temperature after a period of hypothermia, the FA-accumulated mitochondria changed their structural features. To the best of our knowledge, this is the first time that FA accumulation in mitochondria was observed in live cells. Our research also demonstrates that multimodal label-free chemical imaging is an attractive tool to discover abnormal functions of mitochondria at the single-organelle level and can be used to quantify the dynamic changes of these organelles under perturbative conditions.
Collapse
Affiliation(s)
- Chi Zhang
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, USA
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN, 47907, USA
| | - Stephen A Boppart
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, USA.
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, USA.
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, USA.
- Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, USA.
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Champaign, USA.
| |
Collapse
|
2
|
Robles FE, Zhou KC, Fischer MC, Warren WS. Stimulated Raman scattering spectroscopic optical coherence tomography. OPTICA 2017; 4:243-246. [PMID: 29302608 PMCID: PMC5749255 DOI: 10.1364/optica.4.000243] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
We integrate spectroscopic optical coherence tomography (SOCT) with stimulated Raman scattering (SRS) to enable simultaneously multiplexed spatial and spectral imaging with sensitivity to many endogenous biochemical species that play an important role in biology and medicine. The combined approach, termed SRS-SOCT, overcomes the limitations of each individual method. Ultimately, SRS-SOCT has the potential to achieve fast, volumetric, and highly sensitive label-free molecular imaging. We demonstrate the approach by imaging excised human adipose tissue and detecting the lipids' Raman signatures in the high-wavenumber region.
Collapse
Affiliation(s)
- Francisco E. Robles
- Department of Chemistry, Duke University, Durham, North Carolina 27708, USA
- Currently at Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory School of Medicine, tlanta, Georgia 30332, USA
| | - Kevin C. Zhou
- Department of Biomedical Engineering, Duke University, Durham, North Carolina 27708, USA
| | - Martin C. Fischer
- Department of Chemistry, Duke University, Durham, North Carolina 27708, USA
| | - Warren S. Warren
- Department of Chemistry, Duke University, Durham, North Carolina 27708, USA
| |
Collapse
|
3
|
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.
Collapse
|
4
|
Chen YC, Hsu HC, Lee CM, Sun CK. Third-harmonic generation susceptibility spectroscopy in free fatty acids. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:095013. [PMID: 26405821 DOI: 10.1117/1.jbo.20.9.095013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Accepted: 08/25/2015] [Indexed: 05/23/2023]
Abstract
Lipid-correlated disease such as atherosclerosis has been an important medical research topic for decades. Many new microscopic imaging techniques such as coherent anti-Stokes Raman scattering and third-harmonic generation (THG) microscopy were verified to have the capability to target lipids in vivo. In the case of THG microscopy, biological cell membranes and lipid bodies in cells and tissues have been shown as good sources of contrast with a laser excitation wavelength around 1200 nm. We report the THG excitation spectroscopy study of two pure free fatty acids including oleic acid and linoleic acid from 1090 to 1330 nm. Different pure fatty acids presented slightly-different THG χ(3) spectra. The measured peak values of THG third-order susceptibility χ(3) in both fatty acids were surprisingly found not to match completely with the resonant absorption wavelengths around 1190 to 1210 nm, suggesting possible wavelengths selection for enhanced THG imaging of lipids while avoiding laser light absorption. Along with the recent advancement in THG imaging, this new window between 1240 to 1290 nm may offer tremendous new opportunities for sensitive label-free lipid imaging in biological tissues.
Collapse
Affiliation(s)
- Yu-Cheng Chen
- National Taiwan University, Molecular Imaging Center, Taipei 10617, Taiwan
| | - Hsun-Chia Hsu
- National Taiwan University, Molecular Imaging Center, Taipei 10617, TaiwanbWashington University in Saint Louis, Department of Biomedical Engineering, Saint Louis, Missouri 63130, United States
| | - Chien-Ming Lee
- National Taiwan University, Department of Electrical Engineering and Graduate Institute of Photonics and Optoelectronics, Taipei 10617, Taiwan
| | - Chi-Kuang Sun
- National Taiwan University, Molecular Imaging Center, Taipei 10617, TaiwancNational Taiwan University, Department of Electrical Engineering and Graduate Institute of Photonics and Optoelectronics, Taipei 10617, TaiwandInstitute of Physics and Research Cen
| |
Collapse
|
5
|
Schie IW, Krafft C, Popp J. Applications of coherent Raman scattering microscopies to clinical and biological studies. Analyst 2015; 140:3897-909. [PMID: 25811305 DOI: 10.1039/c5an00178a] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Coherent anti-Stokes Raman scattering (CARS) microscopy and stimulated Raman scattering (SRS) microscopy are two nonlinear optical imaging modalities that are at the frontier of label-free and chemical specific biological and clinical diagnostics. The applications of coherent Raman scattering (CRS) microscopies are multifold, ranging from investigation of basic aspects of cell biology to the label-free detection of pathologies. This review summarizes recent progress of biological and clinical applications of CRS between 2008 and 2014, covering applications such as lipid droplet research, single cell analysis, tissue imaging and multiphoton histopathology of atherosclerosis, myelin sheaths, skin, hair, pharmaceutics, and cancer and surgical margin detection.
Collapse
Affiliation(s)
- Iwan W Schie
- Leibniz Institute of Photonic Technology, Albert-Einstein-Straße 9, 07745 Jena, Germany.
| | | | | |
Collapse
|
6
|
Kamali T, Považay B, Kumar S, Silberberg Y, Hermann B, Werkmeister R, Drexler W, Unterhuber A. Hybrid single-source online Fourier transform coherent anti-Stokes Raman scattering/optical coherence tomography. OPTICS LETTERS 2014; 39:5709-12. [PMID: 25360965 DOI: 10.1364/ol.39.005709] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
We demonstrate a multimodal optical coherence tomography (OCT) and online Fourier transform coherent anti-Stokes Raman scattering (FTCARS) platform using a single sub-12 femtosecond (fs) Ti:sapphire laser enabling simultaneous extraction of structural and chemical ("morphomolecular") information of biological samples. Spectral domain OCT prescreens the specimen providing a fast ultrahigh (4×12 μm axial and transverse) resolution wide field morphologic overview. Additional complementary intrinsic molecular information is obtained by zooming into regions of interest for fast label-free chemical mapping with online FTCARS spectroscopy. Background-free CARS is based on a Michelson interferometer in combination with a highly linear piezo stage, which allows for quick point-to-point extraction of CARS spectra in the fingerprint region in less than 125 ms with a resolution better than 4 cm(-1) without the need for averaging. OCT morphology and CARS spectral maps indicating phosphate and carbonate bond vibrations from human bone samples are extracted to demonstrate the performance of this hybrid imaging platform.
Collapse
|
7
|
Alfonso-García A, Mittal R, Lee ES, Potma EO. Biological imaging with coherent Raman scattering microscopy: a tutorial. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:71407. [PMID: 24615671 PMCID: PMC4019423 DOI: 10.1117/1.jbo.19.7.071407] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Accepted: 01/27/2014] [Indexed: 05/05/2023]
Abstract
Coherent Raman scattering (CRS) microscopy is gaining acceptance as a valuable addition to the imaging toolset of biological researchers. Optimal use of this label-free imaging technique benefits from a basic understanding of the physical principles and technical merits of the CRS microscope. This tutorial offers qualitative explanations of the principles behind CRS microscopy and provides information about the applicability of this nonlinear optical imaging approach for biological research.
Collapse
Affiliation(s)
| | - Richa Mittal
- University of California, Beckman Laser Institute, Irvine, California 92697
| | - Eun Seong Lee
- Center for Nano-Bio Technology, Division of Convergence Technology, Korea Research Institute of Standards and Science, 1 Doryong-Dong, Yuseong-Gu, Daejeon 305-340, Republic of Korea
| | - Eric O. Potma
- University of California, Beckman Laser Institute, Irvine, California 92697
- Address all correspondence to: Eric O. Potma, E-mail:
| |
Collapse
|
8
|
Kotiaho A, Myllyperkiö P, Pettersson M. Chemically Selective Imaging of Overlapping C–H Stretching Vibrations with Time-Resolved Coherent Anti-Stokes Raman Scattering (CARS) Microscopy. J Phys Chem B 2014; 118:4363-9. [DOI: 10.1021/jp5017642] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Anne Kotiaho
- Department of Chemistry, Nanoscience Center, University of Jyväskylä , P.O. Box 35, FI-40014 Jyväskylä, Finland
| | | | | |
Collapse
|
9
|
Wang P, Li J, Wang P, Hu CR, Zhang D, Sturek M, Cheng JX. Label-free quantitative imaging of cholesterol in intact tissues by hyperspectral stimulated Raman scattering microscopy. Angew Chem Int Ed Engl 2013; 52:13042-6. [PMID: 24127161 PMCID: PMC3932421 DOI: 10.1002/anie.201306234] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Indexed: 01/28/2023]
Abstract
A finger on the pulse: Current molecular analysis of cells and tissues routinely relies on separation, enrichment, and subsequent measurements by various assays. Now, a platform of hyperspectral stimulated Raman scattering microscopy has been developed for the fast, quantitative, and label-free imaging of biomolecules in intact tissues using spectroscopic fingerprints as the contrast mechanism.
Collapse
Affiliation(s)
- Ping Wang
- Weldon School of Biomedical Engineering, Purdue University, West
Lafayette, IN 47906 (USA)
| | - Junjie Li
- Department of Biological Sciences, Purdue University, West
Lafayette, IN 47906 (USA)
| | - Pu Wang
- Weldon School of Biomedical Engineering, Purdue University, West
Lafayette, IN 47906 (USA)
| | - Chun-Rui Hu
- Weldon School of Biomedical Engineering, Purdue University, West
Lafayette, IN 47906 (USA)
| | - Delong Zhang
- Department of Chemistry, Purdue University, West Lafayette, IN
47906 (USA)
| | - Michael Sturek
- Department of Cellular and Integrative Physiology, Indiana
University Medical School, Indianapolis, IN 46202 (USA)
| | - Ji-Xin Cheng
- Weldon School of Biomedical Engineering, Purdue University, West
Lafayette, IN 47906 (USA)
| |
Collapse
|
10
|
Wang P, Li J, Wang P, Hu CR, Zhang D, Sturek M, Cheng JX. Label-Free Quantitative Imaging of Cholesterol in Intact Tissues by Hyperspectral Stimulated Raman Scattering Microscopy. Angew Chem Int Ed Engl 2013. [DOI: 10.1002/ange.201306234] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
|
11
|
Littleton B, Kavanagh T, Festy F, Richards D. Spectral interferometric implementation with passive polarization optics of coherent anti-Stokes Raman scattering. PHYSICAL REVIEW LETTERS 2013; 111:103902. [PMID: 25166670 DOI: 10.1103/physrevlett.111.103902] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2013] [Indexed: 06/03/2023]
Abstract
We have developed an interferometric implementation of coherent anti-Stokes Raman scattering which enables broadband coherent Raman spectroscopy free from the nonresonant background, with a signal strength proportional to concentration. Spectra encode mode symmetry information into the amplitude response, which can be directly compared to polarized spontaneous Raman spectra. The method requires only passive polarization optics and is suitable for a wide range of laser linewidths and pulse durations. The method's application to Raman spectral imaging is demonstrated.
Collapse
Affiliation(s)
- Brad Littleton
- Department of Physics, King's College London, Strand, London, WC2R 2LS, United Kingdom
| | - Thomas Kavanagh
- Department of Physics, King's College London, Strand, London, WC2R 2LS, United Kingdom
| | - Frederic Festy
- Dental Institute, King's College London, Guy's Hospital, London Bridge, London SE1 9RT, United Kingdom
| | - David Richards
- Department of Physics, King's College London, Strand, London, WC2R 2LS, United Kingdom
| |
Collapse
|
12
|
Boulos SP, Prigozhin MB, Liu Y, Wirth AJ, Boppart SA, Gruebele M, Murphy CJ. The Gold Nanorod-Biology Interface: From Proteins to Cells to Tissue. ACTA ACUST UNITED AC 2013; 3. [PMID: 24358071 DOI: 10.2174/1877946811303020002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Gold nanorods absorb and scatter light strongly in the near-infrared portion of the electromagnetic spectrum, making them ideal tissue contrast agents for imaging techniques such as optical coherence tomography (OCT). Strong interactions occur at the nano-bio interface, such as proteins binding to gold nanorods forming a 'corona.' To fulfill the promise of nanorods for applications such as contrast agents, we must better understand the intrinsic interactions of these nanomaterials with biological systems at the molecular, cellular and tissue level. In this paper, we briefly review the nanorod-protein interface. We then present some new fast relaxation imaging (FReI) measurements of how the presence of strongly-absorbing gold nanorods affects protein binding and folding, taking into account inner filter effects and the strong quenching effect of nanorods on fluorescent-labeled proteins. Next we show that two-photon photoluminescence of the gold nanorods can be used to image the nanorods in tissue constructs, allowing us to independently study their tissue distribution so they can be used successfully as contrast agents in optical coherence microscopy.
Collapse
Affiliation(s)
- Stefano P Boulos
- Department of Chemistry, University of Illinois, Urbana IL 61801 USA
| | - Maxim B Prigozhin
- Department of Chemistry, University of Illinois, Urbana IL 61801 USA
| | - Yuan Liu
- Department of Bioengineering, University of Illinois, Urbana IL 61801 USA ; Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana IL 61801 USA
| | - Anna Jean Wirth
- Department of Chemistry, University of Illinois, Urbana IL 61801 USA
| | - Stephen A Boppart
- Department of Bioengineering, University of Illinois, Urbana IL 61801 USA ; Department of Electrical and Computer Engineering, University of Illinois, Urbana IL 61801 USA ; Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana IL 61801 USA
| | - Martin Gruebele
- Department of Chemistry, University of Illinois, Urbana IL 61801 USA ; Department of Physics, University of Illinois, Urbana IL 61801 USA ; Center for Biophysics and Computational Biology, University of Illinois, Urbana IL 61801 USA ; Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana IL 61801 USA
| | - Catherine J Murphy
- Department of Chemistry, University of Illinois, Urbana IL 61801 USA ; Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana IL 61801 USA
| |
Collapse
|
13
|
Zhang D, Wang P, Slipchenko MN, Ben-Amotz D, Weiner AM, Cheng JX. Quantitative vibrational imaging by hyperspectral stimulated Raman scattering microscopy and multivariate curve resolution analysis. Anal Chem 2013; 85:98-106. [PMID: 23198914 PMCID: PMC3756562 DOI: 10.1021/ac3019119] [Citation(s) in RCA: 134] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Spectroscopic imaging has been an increasingly critical approach for unveiling specific molecules in biological environments. Toward this goal, we demonstrate hyperspectral stimulated Raman loss (SRL) imaging by intrapulse spectral scanning through a femtosecond pulse shaper. The hyperspectral stack of SRL images is further analyzed by a multivariate curve resolution (MCR) method to reconstruct quantitative concentration images for each individual component and retrieve the corresponding vibrational Raman spectra. Using these methods, we demonstrate quantitative mapping of dimethyl sulfoxide concentration in aqueous solutions and in fat tissue. Moreover, MCR is performed on SRL images of breast cancer cells to generate maps of principal chemical components along with their respective vibrational spectra. These results show the great capability and potential of hyperspectral SRL microscopy for quantitative imaging of complicated biomolecule mixtures through resolving overlapped Raman bands.
Collapse
Affiliation(s)
- Delong Zhang
- Department of Chemistry, Purdue University, West Lafayette, IN 47907
| | - Ping Wang
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907
| | - Mikhail N. Slipchenko
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907
| | - Dor Ben-Amotz
- Department of Chemistry, Purdue University, West Lafayette, IN 47907
| | - Andrew M. Weiner
- Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907
| | - Ji-Xin Cheng
- Department of Chemistry, Purdue University, West Lafayette, IN 47907
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907
| |
Collapse
|
14
|
Abstract
Optical imaging with spectroscopic vibrational contrast is a label-free solution for visualizing, identifying, and quantifying a wide range of biomolecular compounds in biological materials. Both linear and nonlinear vibrational microscopy techniques derive their imaging contrast from infrared active or Raman allowed molecular transitions, which provide a rich palette for interrogating chemical and structural details of the sample. Yet nonlinear optical methods, which include both second-order sum-frequency generation (SFG) and third-order coherent Raman scattering (CRS) techniques, offer several improved imaging capabilities over their linear precursors. Nonlinear vibrational microscopy features unprecedented vibrational imaging speeds, provides strategies for higher spatial resolution, and gives access to additional molecular parameters. These advances have turned vibrational microscopy into a premier tool for chemically dissecting live cells and tissues. This review discusses the molecular contrast of SFG and CRS microscopy and highlights several of the advanced imaging capabilities that have impacted biological and biomedical research.
Collapse
Affiliation(s)
- Chao-Yu Chung
- Department of Chemistry, University of California, Irvine, California 92697, USA
| | | |
Collapse
|
15
|
Suhalim J, Chung CY, Lilledahl M, Lim R, Levi M, Tromberg B, Potma E. Characterization of cholesterol crystals in atherosclerotic plaques using stimulated Raman scattering and second-harmonic generation microscopy. Biophys J 2012; 102:1988-95. [PMID: 22768956 PMCID: PMC3328706 DOI: 10.1016/j.bpj.2012.03.016] [Citation(s) in RCA: 95] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Revised: 03/05/2012] [Accepted: 03/12/2012] [Indexed: 02/04/2023] Open
Abstract
Cholesterol crystals (ChCs) have been identified as a major factor of plaque vulnerability and as a potential biomarker for atherosclerosis. Yet, due to the technical challenge of selectively detecting cholesterol in its native tissue environment, the physiochemical role of ChCs in atherosclerotic progression remains largely unknown. In this work, we demonstrate the utility of hyperspectral stimulated Raman scattering (SRS) microscopy combined with second-harmonic generation (SHG) microscopy to selectively detect ChC. We show that despite the polarization sensitivity of the ChC Raman spectrum, cholesterol monohydrate crystals can be reliably discriminated from aliphatic lipids, from structural proteins of the tissue matrix and from other condensed structures, including cholesteryl esters. We also show that ChCs exhibit a nonvanishing SHG signal, corroborating the noncentrosymmetry of the crystal lattice composed of chiral cholesterol molecules. However, combined hyperspectral SRS and SHG imaging reveals that not all SHG-active structures with solidlike morphologies can be assigned to ChCs. This study exemplifies the merit of combining SRS and SHG microscopy for an enhanced label-free chemical analysis of crystallized structures in diseased tissue.
Collapse
Affiliation(s)
- Jeffrey L. Suhalim
- Beckman Laser Institute, University of California, Irvine, California
- Department of Biomedical Engineering, University of California, Irvine, California
| | - Chao-Yu Chung
- Department of Chemistry, University of California, Irvine, California
| | - Magnus B. Lilledahl
- Department of Physics, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ryan S. Lim
- Beckman Laser Institute, University of California, Irvine, California
| | - Moshe Levi
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Bruce J. Tromberg
- Beckman Laser Institute, University of California, Irvine, California
- Department of Biomedical Engineering, University of California, Irvine, California
| | - Eric O. Potma
- Beckman Laser Institute, University of California, Irvine, California
- Department of Chemistry, University of California, Irvine, California
| |
Collapse
|
16
|
|
17
|
Lim RS, Suhalim JL, Miyazaki-Anzai S, Miyazaki M, Levi M, Potma EO, Tromberg BJ. Identification of cholesterol crystals in plaques of atherosclerotic mice using hyperspectral CARS imaging. J Lipid Res 2011; 52:2177-2186. [PMID: 21949051 DOI: 10.1194/jlr.m018077] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
The accumulation of lipids, including cholesterol, in the arterial wall plays a key role in the pathogenesis of atherosclerosis. Although several advances have been made in the detection and imaging of these lipid structures in plaque lesions, their morphology and composition have yet to be fully elucidated, particularly in different animal models of disease. To address this issue, we analyzed lipid morphology and composition in the atherosclerotic plaques of two animal models of disease, the low density lipoprotein receptor-deficient (LDLR(-/-)) mouse and the ApoE lipoprotein-deficient (ApoE(-/-)) mouse, utilizing hyperspectral coherent anti-Stokes Raman scattering (CARS) microscopy in combination with principal component analysis (PCA). Hyperspectral CARS imaging revealed lipid-rich macrophage cells and condensed needle-shaped and plate-shaped lipid crystal structures in both mice. Spectral analysis with PCA and comparison to spectra of pure cholesterol and cholesteryl ester derivatives further revealed these lipid structures to be pure cholesterol crystals, which were predominantly observed in the ApoE(-/-) mouse model. These results illustrate the ability of hyperspectral CARS imaging in combination with multivariate analysis to characterize atherosclerotic lipid morphology and composition with chemical specificity, and consequently, provide new insight into the formation of cholesterol crystal structures in atherosclerotic plaque lesions.
Collapse
Affiliation(s)
- Ryan S Lim
- Department of Physiology and Biophysics, University of California, Irvine, CA; Laser Microbeam and Medical Program (LAMMP), University of California, Irvine, CA
| | - Jeffrey L Suhalim
- Laser Microbeam and Medical Program (LAMMP), University of California, Irvine, CA; Beckman Laser Institute, Department of Biomedical Engineering, University of California, Irvine, CA; Center for Complex Biological Systems, University of California, Irvine, CA and
| | - Shinobu Miyazaki-Anzai
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Colorado, Denver, CO
| | - Makoto Miyazaki
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Colorado, Denver, CO
| | - Moshe Levi
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Colorado, Denver, CO
| | - Eric O Potma
- Laser Microbeam and Medical Program (LAMMP), University of California, Irvine, CA; Center for Complex Biological Systems, University of California, Irvine, CA and; Department of Chemistry, University of California, Irvine, CA; and
| | - Bruce J Tromberg
- Laser Microbeam and Medical Program (LAMMP), University of California, Irvine, CA; Beckman Laser Institute, Department of Biomedical Engineering, University of California, Irvine, CA; Center for Complex Biological Systems, University of California, Irvine, CA and.
| |
Collapse
|
18
|
Strachan CJ, Windbergs M, Offerhaus HL. Pharmaceutical applications of non-linear imaging. Int J Pharm 2011; 417:163-72. [DOI: 10.1016/j.ijpharm.2010.12.017] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2010] [Revised: 12/14/2010] [Accepted: 12/15/2010] [Indexed: 11/15/2022]
|
19
|
Day JPR, Domke KF, Rago G, Kano H, Hamaguchi HO, Vartiainen EM, Bonn M. Quantitative Coherent Anti-Stokes Raman Scattering (CARS) Microscopy. J Phys Chem B 2011; 115:7713-25. [DOI: 10.1021/jp200606e] [Citation(s) in RCA: 101] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- James P. R. Day
- FOM Institute for Atomic and Molecular Physics (AMOLF), Science Park 104, 1098 XG, Amsterdam, The Netherlands
| | - Katrin F. Domke
- FOM Institute for Atomic and Molecular Physics (AMOLF), Science Park 104, 1098 XG, Amsterdam, The Netherlands
| | - Gianluca Rago
- FOM Institute for Atomic and Molecular Physics (AMOLF), Science Park 104, 1098 XG, Amsterdam, The Netherlands
| | - Hideaki Kano
- Department of Chemistry, School of Science, The University of Tokyo, Hongo 7-3-1 Bunkyo-ku Tokyo, 113-0033, Japan
| | - Hiro-o Hamaguchi
- Department of Chemistry, School of Science, The University of Tokyo, Hongo 7-3-1 Bunkyo-ku Tokyo, 113-0033, Japan
| | - Erik M. Vartiainen
- Department of Mathematics and Physics, Lappeenranta University of Technology, B. O. Box 20, FI-53851, Lappeenranta, Finland
| | - Mischa Bonn
- FOM Institute for Atomic and Molecular Physics (AMOLF), Science Park 104, 1098 XG, Amsterdam, The Netherlands
| |
Collapse
|
20
|
Bégin S, Burgoyne B, Mercier V, Villeneuve A, Vallée R, Côté D. Coherent anti-Stokes Raman scattering hyperspectral tissue imaging with a wavelength-swept system. BIOMEDICAL OPTICS EXPRESS 2011; 2:1296-306. [PMID: 21559141 PMCID: PMC3087586 DOI: 10.1364/boe.2.001296] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2011] [Revised: 03/19/2011] [Accepted: 03/22/2011] [Indexed: 05/03/2023]
Abstract
We present a wavelength-swept coherent anti-Stokes Raman scattering (WS-CARS) spectroscopy system for hyperspectral imaging in thick tissue. We use a strategy where the Raman lines are excited sequentially, circumventing the need for a spectrometer. This fibre laser system, consisting of a pump laser synchronized with a rapidly tunable programmable laser (PL), can access Raman lines over a significant fraction of the high wavenumber region (2700-2950 cm(-1)) at rates of up to 10,000 spectral points per second. To demonstrate its capabilities, we have acquired WS-CARS spectra of several samples as well as images and hyperspectral images (HSI) of thick tissue both in forward and epi-detection. This instrument should be especially useful in providing local biochemical information with surrounding context supplied by imaging.
Collapse
Affiliation(s)
- Steve Bégin
- Centre de Recherche Université Laval Robert-Giffard (CRULRG), Université Laval, Québec, QC, G1J 2G3,
Canada
- Centre d’Optique, Photonique et Laser (COPL), Université Laval, Québec, QC, G1V 0A6,
Canada
| | - Bryan Burgoyne
- Genia Photonics Inc., 1111 Lapierre St., Lasalle, QC, H8N 2J4,
Canada
| | - Vincent Mercier
- Genia Photonics Inc., 1111 Lapierre St., Lasalle, QC, H8N 2J4,
Canada
| | - Alain Villeneuve
- Genia Photonics Inc., 1111 Lapierre St., Lasalle, QC, H8N 2J4,
Canada
| | - Réal Vallée
- Centre d’Optique, Photonique et Laser (COPL), Université Laval, Québec, QC, G1V 0A6,
Canada
| | - Daniel Côté
- Centre de Recherche Université Laval Robert-Giffard (CRULRG), Université Laval, Québec, QC, G1J 2G3,
Canada
- Centre d’Optique, Photonique et Laser (COPL), Université Laval, Québec, QC, G1V 0A6,
Canada
| |
Collapse
|
21
|
Nonlinear interferometric vibrational imaging for fast label-free visualization of molecular domains in skin. Anal Bioanal Chem 2011; 400:2817-25. [PMID: 21465094 DOI: 10.1007/s00216-011-4953-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2010] [Revised: 03/21/2011] [Accepted: 03/22/2011] [Indexed: 10/18/2022]
Abstract
The most prevalent molecular constituents of skin are spatially mapped by the use of nonlinear interferometric vibrational imaging, a coherent anti-Stokes Raman scattering (CARS)-based technique. Raman-like profiles over the range from 2,800 to 3,000 cm(-1) are acquired by means of completely suppressing the non-resonant background, allowing the generation of images based on the molecule-specific spectral profiles over the probed region with high spatial resolution. A simple algorithm that maps spectral content to color allows the visualization of histology in a manner analogous to that obtained with more conventional staining procedures (e.g., hematoxylin-eosin), but faster and with the benefit of having access to localized spectra, which could further enhance the potential for diagnosis of diseases, especially during the early stages of development.
Collapse
|
22
|
Arora R, Petrov GI, Liu J, Yakovlev VV. Improving sensitivity in nonlinear Raman microspectroscopy imaging and sensing. JOURNAL OF BIOMEDICAL OPTICS 2011; 16:021114. [PMID: 21361677 PMCID: PMC3061330 DOI: 10.1117/1.3533317] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Nonlinear Raman microspectroscopy based on a broadband coherent anti-Stokes Raman scattering is an emerging technique for noninvasive, chemically specific, microscopic analysis of tissues and large population of cells and particles. The sensitivity of this imaging is a critical aspect of a number of the proposed biomedical application. It is shown that the incident laser power is the major parameter controlling this sensitivity. By careful optimizing the laser system, the high-quality vibrational spectra acquisition at the multi-kHz rate becomes feasible.
Collapse
Affiliation(s)
- Rajan Arora
- University of Wisconsin - Milwaukee, Department of Physics, 1900 E. Kenwood Boulevard, Milwaukee, Wisconsin 53211, USA
| | | | | | | |
Collapse
|
23
|
Lin CY, Suhalim JL, Nien CL, Miljković MD, Diem M, Jester JV, Potma EO. Picosecond spectral coherent anti-Stokes Raman scattering imaging with principal component analysis of meibomian glands. JOURNAL OF BIOMEDICAL OPTICS 2011; 16:021104. [PMID: 21361667 PMCID: PMC3048879 DOI: 10.1117/1.3533716] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2010] [Revised: 08/19/2010] [Accepted: 08/23/2010] [Indexed: 05/22/2023]
Abstract
The lipid distribution in the mouse meibomian gland was examined with picosecond spectral anti-Stokes Raman scattering (CARS) imaging. Spectral CARS data sets were generated by imaging specific localized regions of the gland within tissue sections at consecutive Raman shifts in the CH(2) stretching vibrational range. Spectral differences between the location specific CARS spectra obtained in the lipid-rich regions of the acinus and the central duct were observed, which were confirmed with a Raman microspectroscopic analysis, and attributed to meibum lipid modifications within the gland. A principal component analysis of the spectral data set reveals changes in the CARS spectrum when transitioning from the acini to the central duct. These results demonstrate the utility of picosecond spectral CARS imaging combined with multivariate analysis for assessing differences in the distribution and composition of lipids in tissues.
Collapse
Affiliation(s)
- Chia-Yu Lin
- University of California, Irvine, Department of Chemistry and Beckman Laser Institute, Irvine, California 92697, USA
| | | | | | | | | | | | | |
Collapse
|
24
|
Arora R, Petrov GI, Yakovlev VV. Hyperspectral coherent anti-Stokes Raman scattering microscopy imaging through turbid medium. JOURNAL OF BIOMEDICAL OPTICS 2011; 16:021116. [PMID: 21361679 PMCID: PMC3056314 DOI: 10.1117/1.3541796] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Coherent Raman microspectroscopy imaging is an emerging technique for noninvasive, chemically specific optical imaging, which can be potentially used to analyze the chemical composition and its distribution in biological tissues. In this report, a hierarchical cluster analysis was applied to hyperspectral coherent anti-Stokes Raman imaging of different chemical species through a turbid medium. It was demonstrated that by using readily available commercial software (Cytospec, Inc.) and cluster analysis, distinct chemical species can be imaged and identified through a rather thick layer of scattering medium. Once the clusters of different chemical composition were distinguished, a phase retrieval algorithm was used to convert coherent anti-Stokes Raman spectra to Raman spectra, which were used for chemical identification of hidden microscopic objects. In particular, applications to remote optical sensing of potential biological threats and to imaging through a layer of skin tissue were successfully demonstrated.
Collapse
Affiliation(s)
- Rajan Arora
- University of Wisconsin - Milwaukee, Department of Physics, 1900 East Kenwood Boulevard, Milwaukee, Wisconsin 53211, USA
| | | | | |
Collapse
|
25
|
Chowdary PD, Jiang Z, Chaney EJ, Benalcazar WA, Marks DL, Gruebele M, Boppart SA. Molecular histopathology by spectrally reconstructed nonlinear interferometric vibrational imaging. Cancer Res 2010; 70:9562-9. [PMID: 21098699 DOI: 10.1158/0008-5472.can-10-1554] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Sensitive assays for rapid quantitative analysis of histologic sections, resected tissue specimens, or in situ tissue are highly desired for early disease diagnosis. Stained histopathology is the gold standard but remains a subjective practice on processed tissue taking from hours to days. We describe a microscopy technique that obtains a sensitive and accurate color-coded image from intrinsic molecular markers. Spectrally reconstructed nonlinear interferometric vibrational imaging can differentiate cancer versus normal tissue sections with greater than 99% confidence interval in a preclinical rat breast cancer model and define cancer boundaries to ± 100 μm with greater than 99% confidence interval, using fresh unstained tissue sections imaged in less than 5 minutes. By optimizing optical sources and beam delivery, this technique can potentially enable real-time point-of-care optical molecular imaging and diagnosis.
Collapse
Affiliation(s)
- Praveen D Chowdary
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | | | | | | | | | | | | |
Collapse
|