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Galli R, Siciliano T, Aust D, Korn S, Kirsche K, Baretton GB, Weitz J, Koch E, Riediger C. Label-free multiphoton microscopy enables histopathological assessment of colorectal liver metastases and supports automated classification of neoplastic tissue. Sci Rep 2023; 13:4274. [PMID: 36922643 PMCID: PMC10017791 DOI: 10.1038/s41598-023-31401-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 03/10/2023] [Indexed: 03/18/2023] Open
Abstract
As the state of resection margins is an important prognostic factor after extirpation of colorectal liver metastases, surgeons aim to obtain negative margins, sometimes elaborated by resections of the positive resection plane after intraoperative frozen sections. However, this is time consuming and results sometimes remain unclear during surgery. Label-free multimodal multiphoton microscopy (MPM) is an optical technique that retrieves morpho-chemical information avoiding all staining and that can potentially be performed in real-time. Here, we investigated colorectal liver metastases and hepatic tissue using a combination of three endogenous nonlinear signals, namely: coherent anti-Stokes Raman scattering (CARS) to visualize lipids, two-photon excited fluorescence (TPEF) to visualize cellular patterns, and second harmonic generation (SHG) to visualize collagen fibers. We acquired and analyzed over forty thousand MPM images of metastatic and normal liver tissue of 106 patients. The morphological information with biochemical specificity produced by MPM allowed discriminating normal liver from metastatic tissue and discerning the tumor borders on cryosections as well as formalin-fixed bulk tissue. Furthermore, automated tissue type classification with a correct rate close to 95% was possible using a simple approach based on discriminant analysis of texture parameters. Therefore, MPM has the potential to increase the precision of resection margins in hepatic surgery of metastases without prolonging surgical intervention.
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Affiliation(s)
- Roberta Galli
- Department of Medical Physics and Biomedical Engineering, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany.
| | - Tiziana Siciliano
- Center for Regenerative Therapies (CRTD), Technische Universität Dresden, Fetscherstr. 105, 01307, Dresden, Germany
| | - Daniela Aust
- Institute of Pathology, University Hospital Carl Gustav Carus, Medical Faculty, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany.,National Center for Tumor Diseases (NCT/UCC), Partner Site Dresden: German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Sandra Korn
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Katrin Kirsche
- Neurosurgery, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Gustavo B Baretton
- Institute of Pathology, University Hospital Carl Gustav Carus, Medical Faculty, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany.,National Center for Tumor Diseases (NCT/UCC), Partner Site Dresden: German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Jürgen Weitz
- National Center for Tumor Diseases (NCT/UCC), Partner Site Dresden: German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Edmund Koch
- Clinical Sensoring and Monitoring, Department of Anesthesiology and Intensive Care Medicine, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Carina Riediger
- National Center for Tumor Diseases (NCT/UCC), Partner Site Dresden: German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
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2
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He Y, Li J, Shen S, Liu K, Wong KK, He T, Wong STC. Image-to-image translation of label-free molecular vibrational images for a histopathological review using the UNet+/seg-cGAN model. BIOMEDICAL OPTICS EXPRESS 2022; 13:1924-1938. [PMID: 35519236 PMCID: PMC9045908 DOI: 10.1364/boe.445319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 12/23/2021] [Accepted: 02/09/2022] [Indexed: 06/14/2023]
Abstract
Translating images generated by label-free microscopy imaging, such as Coherent Anti-Stokes Raman Scattering (CARS), into more familiar clinical presentations of histopathological images will help the adoption of real-time, spectrally resolved label-free imaging in clinical diagnosis. Generative adversarial networks (GAN) have made great progress in image generation and translation, but have been criticized for lacking precision. In particular, GAN has often misinterpreted image information and identified incorrect content categories during image translation of microscopy scans. To alleviate this problem, we developed a new Pix2pix GAN model that simultaneously learns classifying contents in the images from a segmentation dataset during the image translation training. Our model integrates UNet+ with seg-cGAN, conditional generative adversarial networks with partial regularization of segmentation. Technical innovations of the UNet+/seg-cGAN model include: (1) replacing UNet with UNet+ as the Pix2pix cGAN's generator to enhance pattern extraction and richness of the gradient, and (2) applying the partial regularization strategy to train a part of the generator network as the segmentation sub-model on a separate segmentation dataset, thus enabling the model to identify correct content categories during image translation. The quality of histopathological-like images generated based on label-free CARS images has been improved significantly.
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Affiliation(s)
- Yunjie He
- Translational Biophotonics Laboratory,
Systems Medicine and Bioengineering Department, Houston
Methodist Cancer Center, Houston, USA
| | - Jiasong Li
- Translational Biophotonics Laboratory,
Systems Medicine and Bioengineering Department, Houston
Methodist Cancer Center, Houston, USA
| | - Steven Shen
- Pathology and Genome Medicine Department,
Houston Methodist Hospital, Weill Cornell
Medicine, Houston, USA
| | - Kai Liu
- Translational Biophotonics Laboratory,
Systems Medicine and Bioengineering Department, Houston
Methodist Cancer Center, Houston, USA
| | - Kelvin K. Wong
- Translational Biophotonics Laboratory,
Systems Medicine and Bioengineering Department, Houston
Methodist Cancer Center, Houston, USA
- T.T. and W. F. Chao Center for BRAIN,
Houston Methodist Academic Institute,
USA
| | - Tiancheng He
- Translational Biophotonics Laboratory,
Systems Medicine and Bioengineering Department, Houston
Methodist Cancer Center, Houston, USA
| | - Stephen T. C. Wong
- Translational Biophotonics Laboratory,
Systems Medicine and Bioengineering Department, Houston
Methodist Cancer Center, Houston, USA
- Pathology and Genome Medicine Department,
Houston Methodist Hospital, Weill Cornell
Medicine, Houston, USA
- T.T. and W. F. Chao Center for BRAIN,
Houston Methodist Academic Institute,
USA
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3
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Li J, Liu J, Wang Y, He Y, Liu K, Raghunathan R, Shen SS, He T, Yu X, Danforth R, Zheng F, Zhao H, Wong STC. Artificial intelligence-augmented, label-free molecular imaging method for tissue identification, cancer diagnosis, and cancer margin detection. BIOMEDICAL OPTICS EXPRESS 2021; 12:5559-5582. [PMID: 34692201 PMCID: PMC8515981 DOI: 10.1364/boe.428738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 06/17/2021] [Accepted: 06/28/2021] [Indexed: 06/13/2023]
Abstract
Label-free high-resolution molecular and cellular imaging strategies for intraoperative use are much needed, but not yet available. To fill this void, we developed an artificial intelligence-augmented molecular vibrational imaging method that integrates label-free and subcellular-resolution coherent anti-stokes Raman scattering (CARS) imaging with real-time quantitative image analysis via deep learning (artificial intelligence-augmented CARS or iCARS). The aim of this study was to evaluate the capability of the iCARS system to identify and differentiate the parathyroid gland and recurrent laryngeal nerve (RLN) from surrounding tissues and detect cancer margins. This goal was successfully met.
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Affiliation(s)
- Jiasong Li
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- These authors contributed equally to this work
| | - Jun Liu
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Breast-thyroid-vascular Surgery, Shanghai General Hospital, Shanghai Jiao Tong University, 201620, Shanghai, China
- These authors contributed equally to this work
| | - Ye Wang
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Breast-thyroid-vascular Surgery, Shanghai General Hospital, Shanghai Jiao Tong University, 201620, Shanghai, China
- These authors contributed equally to this work
| | - Yunjie He
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Kai Liu
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Raksha Raghunathan
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Steven S. Shen
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Tiancheng He
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Xiaohui Yu
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Rebecca Danforth
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Feibi Zheng
- Department of Surgery, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Hong Zhao
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Stephen T. C. Wong
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Radiology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
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Jannasch A, Schnabel C, Galli R, Faak S, Büttner P, Dittfeld C, Tugtekin SM, Koch E, Matschke K. Optical coherence tomography and multiphoton microscopy offer new options for the quantification of fibrotic aortic valve disease in ApoE -/- mice. Sci Rep 2021; 11:5834. [PMID: 33712671 PMCID: PMC7955095 DOI: 10.1038/s41598-021-85142-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 02/25/2021] [Indexed: 01/31/2023] Open
Abstract
Aortic valve sclerosis is characterized as the thickening of the aortic valve without obstruction of the left ventricular outflow. It has a prevalence of 30% in people over 65 years old. Aortic valve sclerosis represents a cardiovascular risk marker because it may progress to moderate or severe aortic valve stenosis. Thus, the early recognition and management of aortic valve sclerosis are of cardinal importance. We examined the aortic valve geometry and structure from healthy C57Bl6 wild type and age-matched hyperlipidemic ApoE-/- mice with aortic valve sclerosis using optical coherence tomography (OCT) and multiphoton microscopy (MPM) and compared results with histological analyses. Early fibrotic thickening, especially in the tip region of the native aortic valve leaflets from the ApoE-/- mice, was detectable in a precise spatial resolution using OCT. Evaluation of the second harmonic generation signal using MPM demonstrated that collagen content decreased in all aortic valve leaflet regions in the ApoE-/- mice. Lipid droplets and cholesterol crystals were detected using coherent anti-Stokes Raman scattering in the tissue from the ApoE-/- mice. Here, we demonstrated that OCT and MPM, which are fast and precise contactless imaging approaches, are suitable for defining early morphological and structural alterations of sclerotic murine aortic valves.
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Affiliation(s)
- Anett Jannasch
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany.
| | - Christian Schnabel
- Department of Anesthesiology and Intensive Care Medicine and Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Roberta Galli
- Department of Anesthesiology and Intensive Care Medicine and Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Saskia Faak
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
| | - Petra Büttner
- Department of Cardiology, Heart Center Leipzig At University Leipzig, Leipzig, Germany
| | - Claudia Dittfeld
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
| | - Sems Malte Tugtekin
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
| | - Edmund Koch
- Department of Anesthesiology and Intensive Care Medicine and Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Klaus Matschke
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
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5
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Ouellette JN, Drifka CR, Pointer KB, Liu Y, Lieberthal TJ, Kao WJ, Kuo JS, Loeffler AG, Eliceiri KW. Navigating the Collagen Jungle: The Biomedical Potential of Fiber Organization in Cancer. Bioengineering (Basel) 2021; 8:17. [PMID: 33494220 PMCID: PMC7909776 DOI: 10.3390/bioengineering8020017] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 01/10/2021] [Accepted: 01/13/2021] [Indexed: 02/07/2023] Open
Abstract
Recent research has highlighted the importance of key tumor microenvironment features, notably the collagen-rich extracellular matrix (ECM) in characterizing tumor invasion and progression. This led to great interest from both basic researchers and clinicians, including pathologists, to include collagen fiber evaluation as part of the investigation of cancer development and progression. Fibrillar collagen is the most abundant in the normal extracellular matrix, and was revealed to be upregulated in many cancers. Recent studies suggested an emerging theme across multiple cancer types in which specific collagen fiber organization patterns differ between benign and malignant tissue and also appear to be associated with disease stage, prognosis, treatment response, and other clinical features. There is great potential for developing image-based collagen fiber biomarkers for clinical applications, but its adoption in standard clinical practice is dependent on further translational and clinical evaluations. Here, we offer a comprehensive review of the current literature of fibrillar collagen structure and organization as a candidate cancer biomarker, and new perspectives on the challenges and next steps for researchers and clinicians seeking to exploit this information in biomedical research and clinical workflows.
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Affiliation(s)
- Jonathan N. Ouellette
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; (J.N.O.); (C.R.D.); (T.J.L.); (W.J.K.)
- Laboratory for Optical and Computational Instrumentation, Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, WI 53706, USA; (K.B.P.); (Y.L.)
| | - Cole R. Drifka
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; (J.N.O.); (C.R.D.); (T.J.L.); (W.J.K.)
- Laboratory for Optical and Computational Instrumentation, Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, WI 53706, USA; (K.B.P.); (Y.L.)
| | - Kelli B. Pointer
- Laboratory for Optical and Computational Instrumentation, Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, WI 53706, USA; (K.B.P.); (Y.L.)
| | - Yuming Liu
- Laboratory for Optical and Computational Instrumentation, Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, WI 53706, USA; (K.B.P.); (Y.L.)
| | - Tyler J Lieberthal
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; (J.N.O.); (C.R.D.); (T.J.L.); (W.J.K.)
| | - W John Kao
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; (J.N.O.); (C.R.D.); (T.J.L.); (W.J.K.)
- Department of Industrial and Manufacturing Systems Engineering, Faculty of Engineering, University of Hong Kong, Pokfulam, Hong Kong
| | - John S. Kuo
- Department of Neurosurgery, Dell Medical School, The University of Texas at Austin, Austin, TX 78712, USA;
| | - Agnes G. Loeffler
- Department of Pathology, MetroHealth Medical Center, Cleveland, OH 44109, USA;
| | - Kevin W. Eliceiri
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; (J.N.O.); (C.R.D.); (T.J.L.); (W.J.K.)
- Laboratory for Optical and Computational Instrumentation, Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, WI 53706, USA; (K.B.P.); (Y.L.)
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI 53705, USA
- Morgridge Institute for Research, Madison, WI 53715, USA
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6
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Beletkaia E, Dashtbozorg B, Jansen RG, Ruers TJM, Offerhaus HL. Nonlinear multispectral imaging for tumor delineation. JOURNAL OF BIOMEDICAL OPTICS 2020; 25:JBO-200100RR. [PMID: 32885620 PMCID: PMC7470215 DOI: 10.1117/1.jbo.25.9.096001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 08/21/2020] [Indexed: 06/11/2023]
Abstract
SIGNIFICANCE In breast-preserving tumor surgery, the inspection of the excised tissue boundaries for tumor residue is too slow to provide feedback during the surgery. The discovery of positive margins requires a new surgery which is difficult and associated with low success. If the re-excision could be done immediately this is believed to improve the success rate considerably. AIM Our aim is for a fast microscopic analysis that can be done directly on the excised tissue in or near the operating theatre. APPROACH We demonstrate the combination of three nonlinear imaging techniques at selected wavelengths to delineate tumor boundaries. We use hyperspectral coherent anti-Stokes Raman scattering (CARS), second harmonic generation (SHG), and two-photon excited fluorescence (TPF) on excised patient tissue. RESULTS We show the discriminatory power of each of the signals and demonstrate a sensitivity of 0.87 and a specificity of 0.95 using four CARS wavelengths in combination with SHG and TPF. We verify that the information is independent of sample treatment. CONCLUSIONS Nonlinear multispectral imaging can be used to accurately determine tumor boundaries. This demonstration using microscopy in the epi-direction directly on thick tissue slices brings this technology one step closer to clinical implementation.
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Affiliation(s)
- Elena Beletkaia
- Netherlands Cancer Institute, Department of Surgery, Amsterdam, Netherlands
| | - Behdad Dashtbozorg
- Netherlands Cancer Institute, Department of Surgery, Amsterdam, Netherlands
| | - Rubin G. Jansen
- University of Twente, Faculty of Science and Technology, Enschede, Netherlands
| | - Theo J. M. Ruers
- Netherlands Cancer Institute, Department of Surgery, Amsterdam, Netherlands
- University of Twente, Faculty of Science and Technology, Enschede, Netherlands
| | - Herman L. Offerhaus
- University of Twente, Faculty of Science and Technology, Enschede, Netherlands
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Uckermann O, Galli R, Mark G, Meinhardt M, Koch E, Schackert G, Steiner G, Kirsch M. Label-free multiphoton imaging allows brain tumor recognition based on texture analysis-a study of 382 tumor patients. Neurooncol Adv 2020; 2:vdaa035. [PMID: 32642692 PMCID: PMC7212881 DOI: 10.1093/noajnl/vdaa035] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Background Label-free multiphoton microscopy has been suggested for intraoperative recognition and delineation of brain tumors. For any future clinical application, appropriate approaches for image acquisition and analysis have to be developed. Moreover, an evaluation of the reliability of the approach, taking into account inter- and intrapatient variability, is needed. Methods Coherent anti-Stokes Raman scattering (CARS), two-photon excited fluorescence (TPEF), and second-harmonic generation were acquired on cryosections of brain tumors of 382 patients and 28 human nontumor brain samples. Texture parameters of those images were calculated and used as input for linear discriminant analysis. Results The combined analysis of texture parameters of the CARS and TPEF signal proved to be most suited for the discrimination of nontumor brain versus brain tumors (low- and high-grade astrocytoma, oligodendroglioma, glioblastoma, recurrent glioblastoma, brain metastases of lung, colon, renal, and breast cancer and of malignant melanoma) leading to a correct rate of 96% (sensitivity: 96%, specificity: 100%). To approximate the clinical setting, the results were validated on 42 fresh, unfixed tumor biopsies. 82% of the tumors and, most important, all of the nontumor samples were correctly recognized. An image resolution of 1 µm was sufficient to distinguish brain tumors and nontumor brain. Moreover, the vast majority of single fields of view of each patient’s sample were correctly classified with high probabilities, which is important for clinical translation. Conclusion Label-free multiphoton imaging might allow fast and accurate intraoperative delineation of primary and secondary brain tumors in combination with endoscopic systems.
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Affiliation(s)
- Ortrud Uckermann
- Neurosurgery, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Roberta Galli
- Clinical Sensoring and Monitoring, Department of Anesthesiology and Intensive Care Medicine, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Georg Mark
- Neurosurgery, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Matthias Meinhardt
- Neuropathology, Institute of Pathology, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Edmund Koch
- Clinical Sensoring and Monitoring, Department of Anesthesiology and Intensive Care Medicine, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Gabriele Schackert
- Neurosurgery, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Gerald Steiner
- Clinical Sensoring and Monitoring, Department of Anesthesiology and Intensive Care Medicine, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Matthias Kirsch
- Neurosurgery, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
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8
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Wu S, Guo H, Horng H, Liu Y, Li H, Daneshpajouhnejad P, Rosenberg A, Albanese C, Ranjit S, Andrews PM, Levi M, Tang Q, Chen Y. Morphological and functional characteristics of aging kidneys based on two-photon microscopy in vivo. JOURNAL OF BIOPHOTONICS 2020; 13:e201900246. [PMID: 31688977 DOI: 10.1002/jbio.201900246] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 09/29/2019] [Accepted: 10/29/2019] [Indexed: 05/08/2023]
Abstract
Age-related kidney disease, which is chronic and naturally occurring, is a general term for a set of heterogeneous disorders affecting kidney structures and characterized by a decline in renal function. Age-related renal insufficiency has important implications with regard to body homeostasis, drug toxicity and renal transplantation. In our study, two-photon microscopy was used to image kidney morphological and functional characteristics in an age-related rat model in vivo. The changes in morphology are analyzed based on autofluorescence and Hoechst 33342 labeling in rats with different ages. Structural parameters including renal tubular diameter, cell nuclei density, size and shape are studied and compared with Hematoxylin and Eosin histological analysis. Functional characteristics, such as blood flow, and glomerular filtration rate are studied with high-molecular weight (MW) 500-kDa dextran-fluorescein and low-MW 10-kDa dextran-rhodamine. Results indicate that morphology changes significantly and functional characteristics deteriorate with age. These parameters are potential indicators for evaluating age-related renal morphology and function changes. Combined analyses of these parameters could provide a quantitative, novel method for monitoring kidney diseases and/or therapeutic effects of kidney drugs.
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Affiliation(s)
- Shulian Wu
- Fujian Provincial Key Laboratory of Photonic Technology, Key Laboratory of Optoelectronic Science and Technology for Medicine, College of Photonic and Electronic Engineering, Fujian Normal University, Ministry of Education, Fuzhou, China
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland
| | - Hengchang Guo
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland
| | - Hannah Horng
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland
| | - Yi Liu
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland
| | - Hui Li
- Fujian Provincial Key Laboratory of Photonic Technology, Key Laboratory of Optoelectronic Science and Technology for Medicine, College of Photonic and Electronic Engineering, Fujian Normal University, Ministry of Education, Fuzhou, China
| | | | - Avi Rosenberg
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Christopher Albanese
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC
| | - Suman Ranjit
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC
| | - Peter M Andrews
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC
| | - Moshe Levi
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC
| | - Qinggong Tang
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, Oklahoma
| | - Yu Chen
- Fujian Provincial Key Laboratory of Photonic Technology, Key Laboratory of Optoelectronic Science and Technology for Medicine, College of Photonic and Electronic Engineering, Fujian Normal University, Ministry of Education, Fuzhou, China
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland
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9
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Best SL, Liu Y, Keikhosravi A, Drifka CR, Woo KM, Mehta GS, Altwegg M, Thimm TN, Houlihan M, Bredfeldt JS, Abel EJ, Huang W, Eliceiri KW. Collagen organization of renal cell carcinoma differs between low and high grade tumors. BMC Cancer 2019; 19:490. [PMID: 31122202 PMCID: PMC6533752 DOI: 10.1186/s12885-019-5708-z] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Accepted: 05/13/2019] [Indexed: 12/31/2022] Open
Abstract
Background The traditional pathologic grading for human renal cell carcinoma (RCC) has low concordance between biopsy and surgical specimen. There is a need to investigate adjunctive pathology technique that does not rely on the nuclear morphology that defines the traditional grading. Changes in collagen organization in the extracellular matrix have been linked to prognosis or grade in breast, ovarian, and pancreatic cancers, but collagen organization has never been correlated with RCC grade. In this study, we used Second Harmonic Generation (SHG) based imaging to quantify possible differences in collagen organization between high and low grades of human RCC. Methods A tissue microarray (TMA) was constructed from RCC tumor specimens. Each TMA core represents an individual patient. A 5 μm section from the TMA tissue was stained with standard hematoxylin and eosin (H&E). Bright field images of the H&E stained TMA were used to annotate representative RCC regions. In this study, 70 grade 1 cores and 51 grade 4 cores were imaged on a custom-built forward SHG microscope, and images were analyzed using established software tools to automatically extract and quantify collagen fibers for alignment and density assessment. A linear mixed-effects model with random intercepts to account for the within-patient correlation was created to compare grade 1 vs. grade 4 measurements and the statistical tests were two-sided. Results Both collagen density and alignment differed significantly between RCC grade 1 and RCC grade 4. Specifically, collagen fiber density was greater in grade 4 than in grade 1 RCC (p < 0.001). Collagen fibers were also more aligned in grade 4 compared to grade 1 (p < 0.001). Conclusions Collagen density and alignment were shown to be significantly higher in RCC grade 4 vs. grade 1. This technique of biopsy sampling by SHG could complement classical tumor grading approaches. Furthermore it might allow biopsies to be more clinically relevant by informing diagnostics. Future studies are required to investigate the functional role of collagen organization in RCC.
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Affiliation(s)
- Sara L Best
- Department of Urology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Yuming Liu
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA
| | - Adib Keikhosravi
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA
| | - Cole R Drifka
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA.,Morgridge Institute for Research, Madison, Wisconsin, USA
| | - Kaitlin M Woo
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Guneet S Mehta
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA
| | - Marie Altwegg
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA
| | - Terra N Thimm
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA
| | - Matthew Houlihan
- Department of Urology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Jeremy S Bredfeldt
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA.,Morgridge Institute for Research, Madison, Wisconsin, USA
| | - E Jason Abel
- Department of Urology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Wei Huang
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Kevin W Eliceiri
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, 1675 Observatory Drive, Madison, Wisconsin, 53706, USA. .,Morgridge Institute for Research, Madison, Wisconsin, USA.
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10
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Huang HW, Liu D, Hu JM, Xu SY, Zhuo SM, Liu YG, Zhao M. Application of Nonlinear Optical Microscopic Imaging Technology for Quality Assessment of Donor Kidneys. Transplant Proc 2018; 50:3128-3134. [PMID: 30577178 DOI: 10.1016/j.transproceed.2018.05.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Revised: 04/30/2018] [Accepted: 05/23/2018] [Indexed: 01/06/2023]
Abstract
BACKGROUND Nonlinear optical microscopic (NLOM) imaging technique shows its high resolution imaging features in histocytology. The purpose of this study was to investigate NLOM imaging technique as a useful tool for a donor kidney quality assessment. MATERIALS AND METHODS Eighty-three pretransplant kidney biopsies from adult donors were analyzed retrospectively. Each specimen was paraffin-embedded and sectioned into 2 consecutive 5-μm thick sections. One section was stained with Masson trichrome, and the other was left unstained for NLOM imaging using second harmonic generation combined with two-photon excited fluorescence (SHG/TPEF). The pretransplant kidney quality was assessed by an experienced pathologist using the Remuzzi scoring system, which characterizes renal tissue morphology into 4 aspects: tubular atrophy, interstitial fibrosis, glomerulosclerosis, and vascular injury. The K coefficient was used to measure the consistency of the Remuzzi scores between conventional Masson trichrome stained images and SHG/TPEF images. RESULTS NLOM imaging technology can capture high-resolution tissue images from unstained renal tissue, is easy to operate, and shortens time-consuming histological processing procedures. No significant differences (P > .05) were found between the Remuzzi scores of the SHG/TPEF images and the Masson trichrome stained images. The high κ coefficients (0.804-0.895) showed a good consistency between these 2 techniques. CONCLUSION The NLOM technique is suitable for renal tissue imaging and could potentially be used for routine pretransplant kidney evaluation in clinical settings.
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Affiliation(s)
- H W Huang
- Department of Transplantation, The People's Hospital of Guangxi Zhuang Autonomous Region, NanNing, China
| | - D Liu
- Department of Organ Transplantation, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - J M Hu
- Department of Organ Transplantation, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - S Y Xu
- Singapore-MIT Alliance, Computational and System Biology Program, Singapore
| | - S M Zhuo
- Fujian Provincial Key Laboratory for Photonics Technology, Key Laboratory of Optoelectronic Science and Technology for Medicine of Ministry of Education, Institute of Laser and Optoelectronics Technology, Fujian Normal University, Fuzhou, China
| | - Y G Liu
- Department of Organ Transplantation, Zhujiang Hospital, Southern Medical University, Guangzhou, China.
| | - M Zhao
- Department of Organ Transplantation, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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Crisafi F, Kumar V, Perri A, Marangoni M, Cerullo G, Polli D. Multimodal nonlinear microscope based on a compact fiber-format laser source. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2018; 188:135-140. [PMID: 28709138 DOI: 10.1016/j.saa.2017.06.055] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2017] [Revised: 05/26/2017] [Accepted: 06/30/2017] [Indexed: 05/25/2023]
Abstract
We present a multimodal non-linear optical (NLO) laser-scanning microscope, based on a compact fiber-format excitation laser and integrating coherent anti-Stokes Raman scattering (CARS), stimulated Raman scattering (SRS) and two-photon-excitation fluorescence (TPEF) on a single platform. We demonstrate its capabilities in simultaneously acquiring CARS and SRS images of a blend of 6-μm poly(methyl methacrylate) beads and 3-μm polystyrene beads. We then apply it to visualize cell walls and chloroplast of an unprocessed fresh leaf of Elodea aquatic plant via SRS and TPEF modalities, respectively. The presented NLO microscope, developed in house using off-the-shelf components, offers full accessibility to the optical path and ensures its easy re-configurability and flexibility.
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Affiliation(s)
- Francesco Crisafi
- IFN-CNR, Dipartimento di Fisica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy
| | - Vikas Kumar
- IFN-CNR, Dipartimento di Fisica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy
| | - Antonio Perri
- IFN-CNR, Dipartimento di Fisica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy
| | - Marco Marangoni
- IFN-CNR, Dipartimento di Fisica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy
| | - Giulio Cerullo
- IFN-CNR, Dipartimento di Fisica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy
| | - Dario Polli
- IFN-CNR, Dipartimento di Fisica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy; Center for Nano Science and Technology @Polimi, Istituto Italiano di Tecnologia, via Giovanni Pascoli 70/3, 20133 Milano, Italy.
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12
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Al-Gburi S, Deussen AJ, Galli R, Muders MH, Zatschler B, Neisser A, Müller B, Kopaliani I. Sex-specific differences in age-dependent progression of aortic dysfunction and related cardiac remodeling in spontaneously hypertensive rats. Am J Physiol Regul Integr Comp Physiol 2017; 312:R835-R849. [PMID: 28274938 DOI: 10.1152/ajpregu.00231.2016] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Revised: 03/01/2017] [Accepted: 03/01/2017] [Indexed: 01/25/2023]
Abstract
Evidence of sex-specific differences in renin-angiotensin-system (RAS) and arterial pressure has been shown in many mammals, including spontaneously hypertensive rats (SHRs). Although SHRs have been used extensively as a leading experimental model of hypertension, the effects of sex-specific differences in RAS on aortic function and related cardiac remodeling during aging and hypertension have not been documented in detail. We examined structural and functional changes in aorta and heart of female and male SHRs at the ages of 5, 14, 29, and 36 wk. SHRs of both sexes were hypertensive from 14 wk. Aortic endothelial dysfunction and fibrosis, left ventricular (LV) hypertrophy, and cardiac fibrosis were evident at the age of 29 wk in male SHRs but first appeared only at the age of 36 wk in female SHRs. There was a pronounced delay of matrix metalloproteinase-2 activity in the aorta and heart of female SHRs, which was associated with preservation of 40% more elastin and less extensive cardiac fibrosis than in males. At 5, 29, and 36 wk of age, female SHRs showed higher levels of aortic and myocardial AT2R and MasR mRNA and decreased ANG II-mediated aortic constriction. Although female SHRs had increased relaxation to AT2R stimulation at 5 and 29 wk compared with males, this difference disappeared at 36 wk of age. This study documents sex-specific differences in the temporal progression of aortic dysfunction and LV hypertrophy in SHRs, which are independent of arterial pressure and are apparently mediated by higher AT2R expression in the heart and aorta of female SHRs.
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Affiliation(s)
- Suzan Al-Gburi
- Department of Physiology, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Andreas J Deussen
- Department of Physiology, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany;
| | - Roberta Galli
- Clinical Sensoring and Monitoring, Department of Anesthesiology and Intensive Care Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Michael H Muders
- Institute of Pathology, University Hospital, Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; and
| | - Birgit Zatschler
- Department of Physiology, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Anja Neisser
- Department of Anatomy, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Bianca Müller
- Department of Physiology, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Irakli Kopaliani
- Department of Physiology, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
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Dybas J, Marzec KM, Pacia MZ, Kochan K, Czamara K, Chrabaszcz K, Staniszewska-Slezak E, Malek K, Baranska M, Kaczor A. Raman spectroscopy as a sensitive probe of soft tissue composition – Imaging of cross-sections of various organs vs. single spectra of tissue homogenates. Trends Analyt Chem 2016. [DOI: 10.1016/j.trac.2016.08.014] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Krafft C. Modern trends in biophotonics for clinical diagnosis and therapy to solve unmet clinical needs. JOURNAL OF BIOPHOTONICS 2016; 9:1362-1375. [PMID: 27943650 DOI: 10.1002/jbio.201600290] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Accepted: 11/16/2016] [Indexed: 06/06/2023]
Abstract
This contribution covers recent original research papers in the biophotonics field. The content is organized into main techniques such as multiphoton microscopy, Raman spectroscopy, infrared spectroscopy, optical coherence tomography and photoacoustic tomography, and their applications in the context of fluid, cell, tissue and skin diagnostics. Special attention is paid to vascular and blood flow diagnostics, photothermal and photodynamic therapy, tissue therapy, cell characterization, and biosensors for biomarker detection.
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Affiliation(s)
- Christoph Krafft
- Leibniz Institute of Photonic Technology, Albert-Einstein-Str. 9, 07745, Jena, Germany
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15
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Jain M, Robinson BD, Aggarwal A, Shevchuk MM, Scherr DS, Mukherjee S. Multiphoton microscopy for rapid histopathological evaluation of kidney tumours. BJU Int 2015; 118:118-26. [DOI: 10.1111/bju.13377] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Manu Jain
- Department of Dermatology; Memorial Sloan-Kettering Cancer Center; New York NY USA
- Department of Pathology and Laboratory Medicine; Weill Cornell Medical College; New York NY USA
| | - Brian D. Robinson
- Department of Pathology and Laboratory Medicine; Weill Cornell Medical College; New York NY USA
- Department of Urology; Weill Cornell Medical College; New York NY USA
| | - Amit Aggarwal
- Department of Biochemistry; Weill Cornell Medical College; New York NY USA
- Department of Natural Sciences; LaGuardia Community College; Long Island City NY USA
| | - Maria M. Shevchuk
- Department of Pathology and Laboratory Medicine; Weill Cornell Medical College; New York NY USA
| | - Douglas S. Scherr
- Department of Urology; Weill Cornell Medical College; New York NY USA
| | - Sushmita Mukherjee
- Department of Biochemistry; Weill Cornell Medical College; New York NY USA
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16
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Jain M, Robinson BD, Salamoon B, Thouvenin O, Boccara C, Mukherjee S. Rapid evaluation of fresh ex vivo kidney tissue with full-field optical coherence tomography. J Pathol Inform 2015; 6:53. [PMID: 26605118 PMCID: PMC4629311 DOI: 10.4103/2153-3539.166014] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Accepted: 08/20/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Full-field optical coherence tomography (FFOCT) is a real-time imaging technique that rapidly generates images reminiscent of histology without any tissue processing, warranting its exploration for evaluation of ex vivo kidney tissue. METHODS Fresh tissue sections from tumor and adjacent nonneoplastic kidney (n = 25 nephrectomy specimens; clear cell renal cell carcinoma (CCRCC) = 12, papillary RCC (PRCC) = 4, chromophobe RCC (ChRCC) = 4, papillary urothelial carcinoma (PUC) = 1, angiomyolipoma (AML) = 2 and cystic nephroma = 2) were imaged with a commercial FFOCT device. Sections were submitted for routine histopathological diagnosis. RESULTS Glomeruli, tubules, interstitium, and blood vessels were identified in nonneoplastic tissue. In tumor sections, the normal architecture was completely replaced by either sheets of cells/trabeculae or papillary structures. The former pattern was seen predominantly in CCRCC/ChRCC and the latter in PRCC/PUC (as confirmed on H&E). Although the cellular details were not very prominent at this resolution, we could identify unique cytoplasmic signatures in some kidney tumors. For example, the hyper-intense punctate signal in the cytoplasm of CRCC represents glycogen/lipid, large cells with abundant hyper-intense cytoplasm representing histiocytes in PRCC, and signal-void large polygonal cell representing adipocytes in AML. According to a blinded analysis was performed by an uropathologist, all nonneoplastic tissues were differentiated from neoplastic tissues. Further, all benign tumors were called benign and malignant were called malignant. A diagnostic accuracy of 80% was obtained in subtyping the tumors. CONCLUSION The ability of FFOCT to reliably differentiate nonneoplastic from neoplastic tissue and identify some tumor types makes it a valuable tool for rapid evaluation of ex vivo kidney tissue e.g. for intraoperative margin assessment and kidney biopsy adequacy. Recently, higher resolution images were achieved using an experimental FFOCT setup. This setup has the potential to further increase the diagnostic accuracy of FFOCT.
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Affiliation(s)
- Manu Jain
- Department of Pathology, Weill Cornell Medical College, New York, USA
| | - Brian D Robinson
- Department of Pathology, Weill Cornell Medical College, New York, USA ; Department of Urology, Weill Cornell Medical College, New York, USA
| | - Bekheit Salamoon
- Department of Biochemistry, Weill Cornell Medical College, New York, USA
| | - Olivier Thouvenin
- Langevin Institute, at ESPC 1 rue Jussieu, 75005, Paris, France ; LLTech, at Cochin Hospital's Business Incubator, 29 rue du Faubourg Saint-Jacques, 75014 Paris, France
| | - Claude Boccara
- Langevin Institute, at ESPC 1 rue Jussieu, 75005, Paris, France ; LLTech, at Cochin Hospital's Business Incubator, 29 rue du Faubourg Saint-Jacques, 75014 Paris, France
| | - Sushmita Mukherjee
- Department of Biochemistry, Weill Cornell Medical College, New York, USA
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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: 4.7] [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.
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Affiliation(s)
- Iwan W Schie
- Leibniz Institute of Photonic Technology, Albert-Einstein-Straße 9, 07745 Jena, Germany.
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18
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Keikhosravi A, Bredfeldt JS, Sagar AK, Eliceiri KW. Second-harmonic generation imaging of cancer. Methods Cell Biol 2015; 123:531-46. [PMID: 24974046 DOI: 10.1016/b978-0-12-420138-5.00028-8] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The last 30 years has seen great advances in optical microscopy with the introduction of sophisticated fluorescence-based imaging methods such as confocal and multiphoton laser scanning microscopy. There is increasing interest in using these methods to quantitatively examine sources of intrinsic biological contrast including autofluorescent endogenous proteins and light interactions such as second-harmonic generation (SHG) in collagen. In particular, SHG-based microscopy has become a widely used quantitative modality for imaging noncentrosymmetric proteins such as collagen in a diverse range of tissues. Due to the underlying physical origin of the SHG signal, it is highly sensitive to collagen fibril/fiber structure and, importantly, to collagen-associated changes that occur in diseases such as cancer, fibrosis, and connective tissue disorders. An overview of SHG physics background and technologies is presented with a focused review on applications of SHG primarily as applied to cancer.
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Affiliation(s)
- Adib Keikhosravi
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, USA
| | - Jeremy S Bredfeldt
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, USA
| | - Abdul Kader Sagar
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, USA
| | - Kevin W Eliceiri
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, USA
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Balu M, Saytashev I, Hou J, Dantus M, Tromberg BJ. Sub-40 fs, 1060-nm Yb-fiber laser enhances penetration depth in nonlinear optical microscopy of human skin. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:120501. [PMID: 26641198 PMCID: PMC4671301 DOI: 10.1117/1.jbo.20.12.120501] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 10/30/2015] [Indexed: 05/03/2023]
Abstract
Advancing the practical utility of nonlinear optical microscopy requires continued improvement in imaging depth and contrast. We evaluated second-harmonic generation (SHG) and third-harmonic generation images from ex vivo human skin and showed that a sub-40 fs, 1060-nm Yb-fiber laser can enhance SHG penetration depth by up to 80% compared to a >100 fs, 800 nm Ti:sapphire source. These results demonstrate the potential of fiber-based laser systems to address a key performance limitation related to nonlinear optical microscopy (NLOM) technology while providing a low-barrier-to-access alternative to Ti:sapphire sources that could help accelerate the movement of NLOM into clinical practice.
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Affiliation(s)
- Mihaela Balu
- University of California, Irvine, Beckman Laser Institute, Laser Microbeam and Medical Program, 1002 Health Sciences Road, Irvine, California 92612, United States
- Address all correspondence to: Mihaela Balu, E‐mail:
| | - Ilyas Saytashev
- Michigan State University, Department of Chemistry, 578 South Shaw Lane, East Lansing, Michigan 48824, United States
| | - Jue Hou
- University of California, Irvine, Beckman Laser Institute, Laser Microbeam and Medical Program, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Marcos Dantus
- Michigan State University, Department of Chemistry, 578 South Shaw Lane, East Lansing, Michigan 48824, United States
| | - Bruce J. Tromberg
- University of California, Irvine, Beckman Laser Institute, Laser Microbeam and Medical Program, 1002 Health Sciences Road, Irvine, California 92612, United States
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Deladurantaye P, Paquet A, Paré C, Zheng H, Doucet M, Gay D, Poirier M, Cormier JF, Mermut O, Wilson BC, Seibel EJ. Advances in engineering of high contrast CARS imaging endoscopes. OPTICS EXPRESS 2014; 22:25053-64. [PMID: 25401538 PMCID: PMC4247180 DOI: 10.1364/oe.22.025053] [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] [Indexed: 05/12/2023]
Abstract
The translation of CARS imaging towards real time, high resolution, chemically selective endoscopic tissue imaging applications is limited by a lack of sensitivity in CARS scanning probes sufficiently small for incorporation into endoscopes. We have developed here a custom double clad fiber (DCF)-based CARS probe which is designed to suppress the contaminant Four-Wave-Mixing (FWM) background generated within the fiber and integrated it into a fiber based scanning probe head of a few millimeters in diameter. The DCF includes a large mode area (LMA) core as a first means of reducing FWM generation by ~3 dB compared to commercially available, step-index single mode fibers. A micro-fabricated miniature optical filter (MOF) was grown on the distal end of the DCF to block the remaining FWM background from reaching the sample. The resulting probe was used to demonstrate high contrast images of polystyrene beads in the forward-CARS configuration with > 10 dB suppression of the FWM background. In epi-CARS geometry, images exhibited lower contrast due to the leakage of MOF-reflected FWM from the fiber core. Improvements concepts for the fiber probe are proposed for high contrast epi-CARS imaging to enable endoscopic implementation in clinical tissue assessment contexts, particularly in the early detection of endoluminal cancers and in tumor margin assessment.
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Affiliation(s)
| | - Alex Paquet
- INO, 2740, rue Einstein, Québec, G1P 4S4,
Canada
| | - Claude Paré
- INO, 2740, rue Einstein, Québec, G1P 4S4,
Canada
| | - Huimin Zheng
- INO, 2740, rue Einstein, Québec, G1P 4S4,
Canada
| | | | - David Gay
- INO, 2740, rue Einstein, Québec, G1P 4S4,
Canada
| | | | | | - Ozzy Mermut
- INO, 2740, rue Einstein, Québec, G1P 4S4,
Canada
| | - Brian C. Wilson
- Princess Margaret Cancer Centre/university Health Network, and University of Toronto, Ontario,
Canada
| | - Eric J. Seibel
- University of Washington, Department of Mechanical Engineering, Seattle, Washington 98195,
USA
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Thomas G, van Voskuilen J, Gerritsen HC, Sterenborg HJCM. Advances and challenges in label-free nonlinear optical imaging using two-photon excitation fluorescence and second harmonic generation for cancer research. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY 2014; 141:128-38. [PMID: 25463660 DOI: 10.1016/j.jphotobiol.2014.08.025] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 08/20/2014] [Accepted: 08/23/2014] [Indexed: 11/28/2022]
Abstract
Nonlinear optical imaging (NLOI) has emerged to be a promising tool for bio-medical imaging in recent times. Among the various applications of NLOI, its utility is the most significant in the field of pre-clinical and clinical cancer research. This review begins by briefly covering the core principles involved in NLOI, such as two-photon excitation fluorescence (TPEF) and second harmonic generation (SHG). Subsequently, there is a short description on the various cellular components that contribute to endogenous optical fluorescence. Later on the review deals with its main theme--the challenges faced during label-free NLO imaging in translational cancer research. While this review addresses the accomplishment of various label-free NLOI based studies in cancer diagnostics, it also touches upon the limitations of the mentioned studies. In addition, areas in cancer research that need to be further investigated by label-free NLOI are discussed in a latter segment. The review eventually concludes on the note that label-free NLOI has and will continue to contribute richly in translational cancer research, to eventually provide a very reliable, yet minimally invasive cancer diagnostic tool for the patient.
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Affiliation(s)
- Giju Thomas
- Department of Biomedical Engineering and Physics, Academic Medical Centre, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Centre for Optical Diagnostics and Therapy, Erasmus Medical Centre, Post Box 2040, 3000 CA, Rotterdam, the Netherlands.
| | - Johan van Voskuilen
- Department of Molecular Biophysics, Utrecht University, 3508 TA Utrecht, The Netherlands
| | - Hans C Gerritsen
- Department of Molecular Biophysics, Utrecht University, 3508 TA Utrecht, The Netherlands
| | - H J C M Sterenborg
- Department of Biomedical Engineering and Physics, Academic Medical Centre, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands
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Galli R, Uckermann O, Koch E, Schackert G, Kirsch M, Steiner G. Effects of tissue fixation on coherent anti-Stokes Raman scattering images of brain. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:071402. [PMID: 24365991 DOI: 10.1117/1.jbo.19.7.071402] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Accepted: 11/14/2013] [Indexed: 05/02/2023]
Abstract
Coherent anti-Stokes Raman scattering (CARS) microscopy is an emerging multiphoton technique for the label-free histopathology of the central nervous system, by imaging the lipid content within the tissue. In order to apply the technique on standard histology sections, it is important to know the effects of tissue fixation on the CARS image. Here, we report the effects of two common fixation methods, namely with formalin and methanol-acetone, on mouse brain and human glioblastoma tissue. The variations induced by fixation on the CARS contrast and intensity were compared and interpreted using Raman microspectroscopy. The results show that, whenever unfixed cryosections cannot be used, fixation with formalin constitutes an alternative which does not deteriorate substantially the contrast generated by the different brain structures in the CARS image. Fixation with methanol-acetone strongly modifies the tissue lipid content and is therefore incompatible with the CARS imaging.
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Affiliation(s)
- Roberta Galli
- Dresden University of Technology, Clinical Sensing and Monitoring, Faculty of Medicine, Fetscherstrasse 74, D-01307 Dresden, Germany
| | - Ortrud Uckermann
- Dresden University of Technology, Carl Gustav Carus University Hospital, Department of Neurosurgery, Fetscherstrasse 74, D-01307 Dresden, Germany
| | - Edmund Koch
- Dresden University of Technology, Clinical Sensing and Monitoring, Faculty of Medicine, Fetscherstrasse 74, D-01307 Dresden, Germany
| | - Gabriele Schackert
- Dresden University of Technology, Carl Gustav Carus University Hospital, Department of Neurosurgery, Fetscherstrasse 74, D-01307 Dresden, Germany
| | - Matthias Kirsch
- Dresden University of Technology, Carl Gustav Carus University Hospital, Department of Neurosurgery, Fetscherstrasse 74, D-01307 Dresden, GermanycCenter for Regenerative Therapies Dresden, DFG Research Center and Cluster of Excellence, Fetscherstrasse 105, D-01307 Dresden, Germany
| | - Gerald Steiner
- Dresden University of Technology, Clinical Sensing and Monitoring, Faculty of Medicine, Fetscherstrasse 74, D-01307 Dresden, Germany
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23
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Mitra R, Goodman OB, Le TT. Enhanced detection of metastatic prostate cancer cells in human plasma with lipid bodies staining. BMC Cancer 2014; 14:91. [PMID: 24528787 PMCID: PMC3931481 DOI: 10.1186/1471-2407-14-91] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Accepted: 02/11/2014] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Reprogramming of energy metabolism of malignant cancer cells confers competitive advantage in growth environments with limited resources. However, not every process of cancer development is associated with competition for resources. During hematogenous transport, cancer cells are exposed to high levels of oxygen and nutrients. Does energy metabolism of cancer cells change as a function of exposure to the bloodstream? Could such changes be exploited to improve the detection of circulating tumor cells (CTC)? These questions have clinical significance, but have not yet been sufficiently examined. METHODS The energy metabolism was examined as a function of incubation in nutrient-rich plasma in prostate metastatic cancer cells LNCaP and non-transformed prostate epithelial cells RWPE1. Uptake kinetics of a fluorescent glucose analog (2-NBD) and lipophilic dyes (DiD & Bodipy) were measured in both cell lines, as well as in peripheral blood mononuclear cells (PBMC). RESULTS LNCaP cells exhibited hyper-acetylation of low molecular weight proteins compared to RWPE1 cells. Following plasma incubation, protein lysine acetylation profile was unchanged for LNCaP cells while significantly altered for RWPE1 cells. O-linked glycosylated protein profiles were different between LNCaP and RWPE1 cells and varied in both cell lines with plasma incubation. Maximal respiration or glycolytic capacities was unchanged in LNCaP cells and impaired in RWPE1 cells following plasma incubation. However, the uptake rates of 2-NBD and DiD were insufficient for discrimination of LNCaP, or RWPE1 cells from PBMC. On the other hand, both RWPE1 and LNCaP cells exhibited intracellular lipid bodies following plasma incubation; whereas, PBMC did not. The presence of lipid bodies in LNCaP cells permitted retention of Bodipy dye and allowed discrimination of LNCaP cells from PBMC with flow cytometry. CONCLUSIONS Despite clear differences in energy metabolism, metastatic prostate cancer cells could not be efficiently distinguished from non-transformed prostate epithelial cells using fluorescent glucose or lipid uptake kinetics. However, metastatic prostate cancer cells in plasma could be clearly distinguished from blood nucleated cells due to the presence of intracellular lipid bodies. Fluorescent labeling of lipid bodies permitted a simple and sensitive means for high throughput detection of metastatic prostate cancer cells in human plasma.
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Affiliation(s)
| | - Oscar B Goodman
- Roseman University of Health Sciences, 11 Sunset Way, Henderson, NV 89014, USA.
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24
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Meyer T, Schmitt M, Dietzek B, Popp J. Accumulating advantages, reducing limitations: multimodal nonlinear imaging in biomedical sciences - the synergy of multiple contrast mechanisms. JOURNAL OF BIOPHOTONICS 2013; 6:887-904. [PMID: 24259267 DOI: 10.1002/jbio.201300176] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 11/06/2013] [Indexed: 05/29/2023]
Abstract
Multimodal nonlinear microscopy has matured during the past decades to one of the key imaging modalities in life science and biomedicine due to its unique capabilities of label-free visualization of tissue structure and chemical composition, high depth penetration, intrinsic 3D sectioning, diffraction limited resolution and low phototoxicity. This review briefly summarizes first recent advances in the field regarding the methodology, e.g., contrast mechanisms and signal characteristics used for contrast generation as well as novel image processing approaches. The second part deals with technologic developments emphasizing improvements in penetration depth, imaging speed, spatial resolution and nonlinear labeling strategies. The third part focuses on recent applications in life science fundamental research and biomedical diagnostics as well as future clinical applications.
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Affiliation(s)
- Tobias Meyer
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
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