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Chiba T, Murata M, Kawano T, Hashizume M, Akahoshi T. Reflectance spectra analysis for mucous assessment. World J Gastrointest Oncol 2021; 13:822-834. [PMID: 34457188 PMCID: PMC8371524 DOI: 10.4251/wjgo.v13.i8.822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/26/2021] [Accepted: 07/09/2021] [Indexed: 02/06/2023] Open
Abstract
This review report represents an overview of research and development on medical hyperspectral imaging technology and its applications. Spectral imaging technology is attracting attention as a new imaging modality for medical applications, especially in disease diagnosis and image-guided surgery. Considering the recent advances in imaging, this technology provides an opportunity for two-dimensional mapping of oxygen saturation (SatO2) of blood with high accuracy, spatial spectral imaging, and its analysis and provides detection and diagnostic information about the tissue physiology and morphology. Multispectral imaging also provides information about tissue oxygenation, perfusion, and potential function during surgery. Analytical algorithm has been examined, and indication of accurate map of relative hemoglobin concentration and SatO2 can be indicated with preferable resolution and frame rate. This technology is expected to provide promising biomedical information in practical use. Several studies suggested that blood flow and SatO2 are associated with gastrointestinal disorders, particularly malignant tumor conditions. The use and analysis of spectroscopic images are expected to potentially play a role in the detection and diagnosis of these diseases.
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Affiliation(s)
- Toru Chiba
- Pentax_LifeCare, HOYA Corporation, Akishima-shi 196-0012, Tokyo, Japan
| | - Masaharu Murata
- Center for Advanced Medical Innovation, Kyushu University, Fukuoka-shi 812-8582, Fukuoka, Japan
| | - Takahito Kawano
- Center for Advanced Medical Innovation, Kyushu University, Fukuoka-shi 812-8582, Fukuoka, Japan
| | - Makoto Hashizume
- Center for Advanced Medical Innovation, Kyushu University, Fukuoka-shi 812-8582, Fukuoka, Japan
| | - Tomohiko Akahoshi
- Department of Disaster and Emergency Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka_shi 812-8582, Fukuoka, Japan
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Beć KB, Grabska J, Huck CW. Near-Infrared Spectroscopy in Bio-Applications. Molecules 2020; 25:E2948. [PMID: 32604876 PMCID: PMC7357077 DOI: 10.3390/molecules25122948] [Citation(s) in RCA: 141] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 06/19/2020] [Accepted: 06/21/2020] [Indexed: 11/17/2022] Open
Abstract
Near-infrared (NIR) spectroscopy occupies a specific spot across the field of bioscience and related disciplines. Its characteristics and application potential differs from infrared (IR) or Raman spectroscopy. This vibrational spectroscopy technique elucidates molecular information from the examined sample by measuring absorption bands resulting from overtones and combination excitations. Recent decades brought significant progress in the instrumentation (e.g., miniaturized spectrometers) and spectral analysis methods (e.g., spectral image processing and analysis, quantum chemical calculation of NIR spectra), which made notable impact on its applicability. This review aims to present NIR spectroscopy as a matured technique, yet with great potential for further advances in several directions throughout broadly understood bio-applications. Its practical value is critically assessed and compared with competing techniques. Attention is given to link the bio-application potential of NIR spectroscopy with its fundamental characteristics and principal features of NIR spectra.
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Affiliation(s)
- Krzysztof B. Beć
- Institute of Analytical Chemistry and Radiochemistry, Leopold-Franzens University, Innrain 80/82, CCB-Center for Chemistry and Biomedicine, 6020 Innsbruck, Austria;
| | | | - Christian W. Huck
- Institute of Analytical Chemistry and Radiochemistry, Leopold-Franzens University, Innrain 80/82, CCB-Center for Chemistry and Biomedicine, 6020 Innsbruck, Austria;
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Chiba T, Obara Y, Murata M, Akahoshi T. Advanced multispectral image-processing endoscopy system for visualizing two-dimensional hemoglobin saturation and relative hemoglobin concentration. Endosc Int Open 2019; 7:E1442-E1447. [PMID: 31673616 PMCID: PMC6805204 DOI: 10.1055/a-0990-9189] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 07/05/2019] [Indexed: 12/27/2022] Open
Abstract
Background and study aims The association of tumor hypoxia and vascularization with malignant progression is recognized, and detection by measuring tissue hemoglobin (Hb) saturation and concentration has attracted attention. In this study, we designed a simple algorithm and multispectral image-processing endoscopy system to map relative Hb concentration and Hb saturation for detection of tumors in small animal viscera in vivo. Materials and methods We designed and validated an optical filter-equipped endoscope system for two-dimensional visualization of Hb concentration and saturation maps and used it in a real-time video examination. A simplified method based on spectral data capture and analysis of defuse reflection of mucosa, including image capture and data processing of the spectral features of Hb oxygenation, was developed. Results An Hb saturation calibration curve was obtained. Then, differences in oxygenation levels between normal mucosa and in vivo tumors in a small animal model were determined by using the new method and endoscope system. Conclusions A multispectral image-processing endoscopic system with a mapping frame rate comparable to that of white light imaging systems (7.5 frames/second) was developed.
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Affiliation(s)
- Toru Chiba
- Pentax Life Care Division, Hoya Corporation, Tokyo, Japan
- Corresponding author Toru Chiba Hoya Corporation – Pentax Life Care DivisionShowanomori Technology Center1-1-110 TsutsujigaokaAkishima TokyoJapan 196-0012+1-042-500-5831
| | - Yoshimi Obara
- Pentax Life Care Division, Hoya Corporation, Tokyo, Japan
| | - Masaharu Murata
- Center for Advanced Medical Innovation, Kyushu University, Fukuoka, Japan
| | - Tomohiko Akahoshi
- Department of Disaster and Emergency medicine, Graduate School of Medicine, Kyushu University, Fukuoka, Japan
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Makarov NS, Ramasamy K, Jackson A, Velarde A, Castaneda C, Archuleta N, Hebert D, Bergren MR, McDaniel H. Fiber-Coupled Luminescent Concentrators for Medical Diagnostics, Agriculture, and Telecommunications. ACS NANO 2019; 13:9112-9121. [PMID: 31291097 DOI: 10.1021/acsnano.9b03335] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
While luminescent concentrators (LCs) are mainly designed to harvest sunlight and convert its energy into electricity, the same concept can be advantageous in alternative applications. Examples of such applications are demonstrated here by coupling the edge-guided light of high-performance LCs based on CuInSexS2-x/ZnS quantum dots into optical fibers with emission covering visible-to-NIR spectral regions. In particular, a cost-efficient, miniature broadband light source for medical diagnostics, a spectral-conversion and light-guiding device for agriculture, and a large-area broadband tunable detector for telecommunications are demonstrated. Various design considerations and performance optimization approaches are discussed and summarized. Prototypes of the devices are manufactured and tested. Individual elements of the broadband light source show coupling efficiencies up to 1%, which is sufficient to saturate typical fiber-coupled spectrometers at a minimal integration time of 1 ms using 100 mW blue excitation. Agricultural devices are capable of delivering ∼10% of photosynthetically active radiation (per device) converted from absorbed sunlight to the lower canopy of plants, which boosted the tomato yield in a commercial greenhouse by 7% (fresh weight). Finally, large-scale prototype detectors can be used to discern time-modulated unfocused signals with an average power as low as 1 μW, which would be useful for free-space telecommunication systems. Fully optimized devices are expected to make significant impacts on speed and bandwidth of free-space telecommunication systems, medical diagnostics, and greenhouse crop yields.
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Affiliation(s)
| | | | - Aaron Jackson
- UbiQD, Inc. , Los Alamos , New Mexico 87544 , United States
| | - Andres Velarde
- UbiQD, Inc. , Los Alamos , New Mexico 87544 , United States
| | | | - Nic Archuleta
- UbiQD, Inc. , Los Alamos , New Mexico 87544 , United States
| | - Damon Hebert
- UbiQD, Inc. , Los Alamos , New Mexico 87544 , United States
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Nawn CD, Blackburn MB, De Lorenzo RA, Ryan KL. Using spectral reflectance to distinguish between tracheal and oesophageal tissue: applications for airway management. Anaesthesia 2019; 74:340-347. [PMID: 30666622 DOI: 10.1111/anae.14566] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2018] [Indexed: 11/30/2022]
Abstract
Proper placement of the tracheal tube requires confirmation, and the predominant method in addition to clinical signs is the presence of end-tidal carbon dioxide. Such is the importance of confirmation that novel methods may also have a place. We previously demonstrated using ex-vivo swine tissue a unique spectral reflectance characteristic of tracheal tissue that differs from oesophageal tissue. We hypothesised that this characteristic would be present in living swine tissue and human cadavers. Reflectance spectra in the range 500-650 nm were captured using a customised fibreoptic probe, compact spectrometer and white light source from both the trachea and the oesophagus in anesthetised living swine and in human cadavers. A tracheal detection algorithm using ratio comparisons of reflectance was developed. The existence of the unique tracheal characteristic in both in-vivo swine and cadaver models was confirmed (p < 0.0001 for all comparisons between tracheal and oesophageal tissue at all target wavelengths in both species). Furthermore, our proposed tracheal detection algorithm exhibited a 100% positive predictive value in both models. This has potential utility for incorporation into airway management devices.
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Affiliation(s)
- C D Nawn
- United States Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, TX, USA
| | - M B Blackburn
- United States Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, TX, USA
| | | | - K L Ryan
- United States Army Institute of Surgical Research, Joint Base San Antonio-Fort Sam Houston, San Antonio, TX, USA
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Bydlon TM, Langhout GC, Lalezari F, Hartemink KJ, Nijkamp J, Brouwer de Koning SG, Burgers S, Hendriks BHW, Ruers TJM. Optimal endobronchial tool sizes for targeting lung lesions based on 3D modeling. PLoS One 2017; 12:e0189963. [PMID: 29261769 PMCID: PMC5736231 DOI: 10.1371/journal.pone.0189963] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Accepted: 12/05/2017] [Indexed: 11/18/2022] Open
Abstract
Background For patients with suspicious lung lesions found on chest x-ray or CT, endo/trans- bronchial biopsy of the lung is the preferred method for obtaining a diagnosis. With the addition of new screening programs, a higher number of patients will require diagnostic biopsy which will prove even more challenging due to the small size of lesions found with screening. There are many endobronchial tools available on the market today and a wide range of new tools under investigation to improve diagnostic yield. However, there is little information available about the optimal tool size required to reach the majority of lesions, especially peripheral ones. In this manuscript we investigate the percentage of lesions that can be reached for various diameter tools if the tools remain inside the airways (i.e. endobronchial biopsy) and the distance a tool must travel “off-road” (or outside of the airways) to reach all lesions. Methods and findings To further understand the distribution of lung lesions with respect to airway sizes and distances from the airways, six 3D models of the lung were generated. The airways were modeled at two different respiratory phases (inspiration and expiration). Three sets of 1,000 lesions were randomly distributed throughout the lung for each respiratory phase. The simulations showed that the percentage of reachable lesions decreases with increasing tool diameter and decreasing lesion diameter. A 1mm diameter tool will reach <25% of 1cm lesions if it remains inside the airways. To reach all 1cm lesions this 1mm tool would have to navigate through the parenchyma up to 8.5mm. CT scans of 21 patient lesions confirm these results reasonably well. Conclusions The smaller the tool diameter the more likely it will be able to reach a lung lesion, whether it be for diagnostic biopsy, ablation, or resection. However, even a 1mm tool is not small enough to reach the majority of small (1-2cm) lesions. Therefore, it is necessary for endobronchial tools to be able to navigate through the parenchyma to reach the majority of lesions.
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Affiliation(s)
- Torre M. Bydlon
- Philips Research, 2 Canal Park, Third Floor, Cambridge, MA, United States of America
- Philips Research, High Tech Campus 34, AE Eindhoven, The Netherlands
- * E-mail:
| | - Gerrit C. Langhout
- Department of Surgery, Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, CX Amsterdam, The Netherlands
| | - Ferry Lalezari
- Department of Radiology, Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, CX Amsterdam, The Netherlands
| | - Koen J. Hartemink
- Department of Surgery, Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, CX Amsterdam, The Netherlands
| | - Jasper Nijkamp
- Department of Surgery, Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, CX Amsterdam, The Netherlands
| | - Susan G. Brouwer de Koning
- Department of Surgery, Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, CX Amsterdam, The Netherlands
| | - Sjaak Burgers
- Department of Thoracic Oncology, Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, CX Amsterdam, The Netherlands
| | - Benno H. W. Hendriks
- Philips Research, High Tech Campus 34, AE Eindhoven, The Netherlands
- Biomechanical Engineering Department, Technical University of Delft, Mekelweg 2, CD Delft, The Netherlands
| | - Theodoor J. M. Ruers
- Department of Surgery, Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, CX Amsterdam, The Netherlands
- MIRA Institute, University of Twente, AE Enschede, The Netherlands
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Harris K, Rohrbach DJ, Attwood K, Qiu J, Sunar U. Optical imaging of tissue obtained by transbronchial biopsies of peripheral lung lesions. J Thorac Dis 2017; 9:1386-1392. [PMID: 28616294 DOI: 10.21037/jtd.2017.03.113] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Bronchoscopic procedures have been increasingly used for the diagnosis of peripheral lung cancers, but the yield remains moderately low. The aim of this study is to assess the feasibility and ability of a custom-built bimodal optical spectroscopy system to enhance the on-site discrimination between malignant and benign specimens obtained from the transbronchial lung biopsies (TBLB) of peripheral lung lesions. METHODS We conducted a prospective and single-center pilot study to examine the TBLB specimens obtained from peripheral lung lesions. Diffuse reflectance spectroscopy (DRS) and diffuse fluorescence spectroscopy (DFS) parameters were used to analyze the optical characteristics of these specimens. RESULTS One hundred and sixteen biopsy specimens from 15 patients were analyzed using optical imaging. All specimens had a confirmed pathologic diagnosis. Notably, 22 of the 116 specimens were malignant, and 10 of the 94 non-malignant specimens were necrotic biopsies. Individual parameters showed significant difference between the three groups (malignant, non-malignant and necrosis). Multivariate analysis of the blood, scattering and fluorescence parameters demonstrated a sensitivity of 77.3% and specificity of 73.1% in differentiating between malignant and benign specimens and a sensitivity of 90.9% and specificity of 100% in differentiating malignant from necrotic specimens. CONCLUSIONS We conclude that optical spectroscopy is a feasible modality for on-site discrimination between malignant and benign as well as malignant and necrotic TBLB specimens of peripheral lung lesions.
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Affiliation(s)
- Kassem Harris
- Department of Medicine, Interventional Pulmonary section, Westchester Medical Center, Valhalla New York, USA
| | - Daniel J Rohrbach
- Department of Biomedical, Industrial and Human Factors Engineering, United States Wright State University, Dayton, Ohio, USA
| | - Kristopher Attwood
- Department of Biostatistics and Bioinformatics, Roswell Park Cancer Institute, Buffalo, New York, USA
| | - Jingxin Qiu
- Department of pathology, Roswell Park Cancer Institute, Buffalo, New York, USA
| | - Ulas Sunar
- Department of Biomedical, Industrial and Human Factors Engineering, United States Wright State University, Dayton, Ohio, USA
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Autofluorescence Imaging and Spectroscopy of Human Lung Cancer. APPLIED SCIENCES-BASEL 2016. [DOI: 10.3390/app7010032] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Rohrbach DJ, Rigual N, Arshad H, Tracy EC, Cooper MT, Shafirstein G, Wilding G, Merzianu M, Baumann H, Henderson BW, Sunar U. Intraoperative optical assessment of photodynamic therapy response of superficial oral squamous cell carcinoma. JOURNAL OF BIOMEDICAL OPTICS 2016; 21:18002. [PMID: 26780226 PMCID: PMC5996863 DOI: 10.1117/1.jbo.21.1.018002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Accepted: 12/11/2015] [Indexed: 06/05/2023]
Abstract
This study investigated whether diffuse optical spectroscopy (DOS) measurements could assess clinical response to photodynamic therapy (PDT) in patients with head and neck squamous cell carcinoma (HNSCC). In addition, the correlation between parameters measured with DOS and the crosslinking of signal transducer and activator of transcription 3 (STAT3), a molecular marker for PDT-induced photoreaction, was investigated. Thirteen patients with early stage HNSCC received the photosensitizer 2-[1-hexyloxyethyl]-2-devinylpyropheophorbide-a (HPPH) and DOS measurements were performed before and after PDT in the operating room (OR). In addition, biopsies were acquired after PDT to assess the STAT3 crosslinking. Parameters measured with DOS, including blood volume fraction, blood oxygen saturation (StO2), HPPH concentration (cHPPH), HPPH fluorescence, and blood flow index (BFI), were compared to the pathologic response and the STAT3 crosslinking. The best individual predictor of pathological response was a change in cHPPH (sensitivity=60%, specificity=100%), while discrimination analysis using a two-parameter classifier (change in cHPPH and change in StO2) classified pathological response with 100% sensitivity and 100% specificity. BFI showed the best correlation with the crosslinking of STAT3. These results indicate that DOS-derived parameters can assess the clinical response in the OR, allowing for earlier reintervention if needed.
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Affiliation(s)
- Daniel J. Rohrbach
- Roswell Park Cancer Institute, Department of Cell Stress Biology, Elm and Carlton Streets, Buffalo, New York 14263, United States
- Wright State University, Department of Biomedical, Industrial and Human Factors Engineering, 207 Russ Center, Dayton, Ohio 45435, United States
| | - Nestor Rigual
- Roswell Park Cancer Institute, Department of Head and Neck Surgery, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Hassan Arshad
- Roswell Park Cancer Institute, Department of Head and Neck Surgery, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Erin C. Tracy
- Roswell Park Cancer Institute, Department of Cellular and Molecular Biology, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Michelle T. Cooper
- Roswell Park Cancer Institute, Department of Cell Stress Biology, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Gal Shafirstein
- Roswell Park Cancer Institute, Department of Cell Stress Biology, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Gregory Wilding
- Roswell Park Cancer Institute, Department of Biostatistics and Bioinformatics, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Mihai Merzianu
- Roswell Park Cancer Institute, Department of Pathology and Laboratory Medicine, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Heinz Baumann
- Roswell Park Cancer Institute, Department of Cellular and Molecular Biology, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Barbara W. Henderson
- Roswell Park Cancer Institute, Department of Cell Stress Biology, Elm and Carlton Streets, Buffalo, New York 14263, United States
| | - Ulas Sunar
- Roswell Park Cancer Institute, Department of Cell Stress Biology, Elm and Carlton Streets, Buffalo, New York 14263, United States
- Wright State University, Department of Biomedical, Industrial and Human Factors Engineering, 207 Russ Center, Dayton, Ohio 45435, United States
- State University of New York at Buffalo, Department of Biomedical Engineering, 332 Bonner Hall, Buffalo, New York 14228, United States
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Aerts JG. Transthoracic Needle Biopsies: It's More than Just Hitting the Bull's-eye. Clin Cancer Res 2015; 22:273-4. [DOI: 10.1158/1078-0432.ccr-15-1999] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 09/08/2015] [Indexed: 11/16/2022]
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Fawzy Y, Lam S, Zeng H. Rapid multispectral endoscopic imaging system for near real-time mapping of the mucosa blood supply in the lung. BIOMEDICAL OPTICS EXPRESS 2015; 6:2980-90. [PMID: 26309761 PMCID: PMC4541525 DOI: 10.1364/boe.6.002980] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Revised: 07/15/2015] [Accepted: 07/16/2015] [Indexed: 05/14/2023]
Abstract
We have developed a fast multispectral endoscopic imaging system that is capable of acquiring images in 18 optimized spectral bands spanning 400-760 nm by combining a customized light source with six triple-band filters and a standard color CCD camera. A method is developed to calibrate the spectral response of the CCD camera. Imaging speed of 15 spectral image cubes/second is achieved. A spectral analysis algorithm based on a linear matrix inversion approach is developed and implemented in a graphics processing unit (GPU) to map the mucosa blood supply in the lung in vivo. Clinical measurements on human lung patients are demonstrated.
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Affiliation(s)
- Yasser Fawzy
- Imaging Unit – Integrative Oncology Department, British Columbia Cancer Agency Research Centre, Vancouver, BC, V5Z 1L3, Canada
| | - Stephen Lam
- Imaging Unit – Integrative Oncology Department, British Columbia Cancer Agency Research Centre, Vancouver, BC, V5Z 1L3, Canada
- Respiratory Medicine Division – Department of Medicine, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
| | - Haishan Zeng
- Imaging Unit – Integrative Oncology Department, British Columbia Cancer Agency Research Centre, Vancouver, BC, V5Z 1L3, Canada
- Photomedicine Institute – Department of Dermatology and Skin Science, University of British Columbia, Vancouver, BC, V5Z 4E8, Canada
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Chen H, Lin Z, Wu H, Wang L, Wu T, Tan C. Diagnosis of colorectal cancer by near-infrared optical fiber spectroscopy and random forest. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2015; 135:185-191. [PMID: 25064501 DOI: 10.1016/j.saa.2014.07.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2014] [Revised: 06/16/2014] [Accepted: 07/02/2014] [Indexed: 06/03/2023]
Abstract
Near-infrared (NIR) spectroscopy has such advantages as being noninvasive, fast, relatively inexpensive, and no risk of ionizing radiation. Differences in the NIR signals can reflect many physiological changes, which are in turn associated with such factors as vascularization, cellularity, oxygen consumption, or remodeling. NIR spectral differences between colorectal cancer and healthy tissues were investigated. A Fourier transform NIR spectroscopy instrument equipped with a fiber-optic probe was used to mimic in situ clinical measurements. A total of 186 spectra were collected and then underwent the preprocessing of standard normalize variate (SNV) for removing unwanted background variances. All the specimen and spots used for spectral collection were confirmed staining and examination by an experienced pathologist so as to ensure the representative of the pathology. Principal component analysis (PCA) was used to uncover the possible clustering. Several methods including random forest (RF), partial least squares-discriminant analysis (PLSDA), K-nearest neighbor and classification and regression tree (CART) were used to extract spectral features and to construct the diagnostic models. By comparison, it reveals that, even if no obvious difference of misclassified ratio (MCR) was observed between these models, RF is preferable since it is quicker, more convenient and insensitive to over-fitting. The results indicate that NIR spectroscopy coupled with RF model can serve as a potential tool for discriminating the colorectal cancer tissues from normal ones.
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Affiliation(s)
- Hui Chen
- Hospital, Yibin University, Yibin, Sichuan 644007, China
| | - Zan Lin
- Department of Chemistry and Chemical Engineering and Key Lab of Process Analysis and Control of Sichuan Universities, Yibin University, Yibin, Sichuan 644007, China
| | - Hegang Wu
- The First People's Hospital of Yibin , Yibin, Sichuan 644000, China
| | - Li Wang
- Department of Chemistry and Chemical Engineering and Key Lab of Process Analysis and Control of Sichuan Universities, Yibin University, Yibin, Sichuan 644007, China
| | - Tong Wu
- Department of Chemistry and Chemical Engineering and Key Lab of Process Analysis and Control of Sichuan Universities, Yibin University, Yibin, Sichuan 644007, China
| | - Chao Tan
- Department of Chemistry and Chemical Engineering and Key Lab of Process Analysis and Control of Sichuan Universities, Yibin University, Yibin, Sichuan 644007, China; Computational Physics Key Laboratory of Sichuan Province, Yibin University, Yibin, Sichuan 644007, China.
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Spliethoff JW, Evers DJ, Klomp HM, van Sandick JW, Wouters MW, Nachabe R, Lucassen GW, Hendriks BH, Wesseling J, Ruers TJ. Improved identification of peripheral lung tumors by using diffuse reflectance and fluorescence spectroscopy. Lung Cancer 2013; 80:165-71. [DOI: 10.1016/j.lungcan.2013.01.016] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 01/14/2013] [Accepted: 01/22/2013] [Indexed: 12/20/2022]
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Yi WS, Cui DS, Li Z, Wu LL, Shen AG, Hu JM. Gastric cancer differentiation using Fourier transform near-infrared spectroscopy with unsupervised pattern recognition. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2013; 101:127-131. [PMID: 23099170 DOI: 10.1016/j.saa.2012.09.037] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Revised: 09/08/2012] [Accepted: 09/16/2012] [Indexed: 06/01/2023]
Abstract
The manuscript has investigated the application of near-infrared (NIR) spectroscopy for differentiation gastric cancer. The 90 spectra from cancerous and normal tissues were collected from a total of 30 surgical specimens using Fourier transform near-infrared spectroscopy (FT-NIR) equipped with a fiber-optic probe. Major spectral differences were observed in the CH-stretching second overtone (9000-7000 cm(-1)), CH-stretching first overtone (6000-5200 cm(-1)), and CH-stretching combination (4500-4000 cm(-1)) regions. By use of unsupervised pattern recognition, such as principal component analysis (PCA) and cluster analysis (CA), all spectra were classified into cancerous and normal tissue groups with accuracy up to 81.1%. The sensitivity and specificity was 100% and 68.2%, respectively. These present results indicate that CH-stretching first, combination band and second overtone regions can serve as diagnostic markers for gastric cancer.
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Affiliation(s)
- Wei-song Yi
- College of Chemistry and Molecular Sciences, Wuhan University, and Gastric & Intestine Department, Hubei Cancer Hospital, Wuhan 430072, PR China
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Evers D, Nachabé R, Hompes D, van Coevorden F, Lucassen G, Hendriks B, van Velthuysen ML, Wesseling J, Ruers T. Optical sensing for tumor detection in the liver. Eur J Surg Oncol 2013; 39:68-75. [DOI: 10.1016/j.ejso.2012.08.005] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Revised: 07/25/2012] [Accepted: 08/13/2012] [Indexed: 12/14/2022] Open
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Endobronchial cancer detection using an integrated bronchoscopy system for simultaneous imaging and noncontact spectral measurement. J Bronchology Interv Pulmonol 2012; 16:158-67. [PMID: 23168544 DOI: 10.1097/lbr.0b013e3181ace2d5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Quantitative spectroscopy has been proposed as a means of improving the specificity of autofluorescence bronchoscopy by discriminating between true malignancy and suspicious but benign lesions before biopsy. This study investigated the potential discrimination ability of microvascular tissue-related parameters and relative intensity of autofluorescence, as estimated by noncontact spectroscopy. METHODS Patients undergoing bronchoscopy for suspicion of lung cancer were enrolled from 4 sites (Canada, Russia, Slovenia, and the United Kingdom). In lesions selected for biopsy, light from a special fiberoptic bronchoscope was diverted to a spectrophotometer to obtain spectral measurements. The mucosa blood volume fraction and oxygen saturation were estimated from the computer model and, along with the autofluorescence intensity, were analyzed for discrimination potential for severe dysplasia or worse against lower histology grades. RESULTS A total of 485 patients were enrolled, from whom 352 suspicious, adequate biopsy specimens were collected. Of these, 8 specimens were severe dysplasia or carcinoma in situ, and 66 were cancer. All measures were found to be significantly altered (receiver operating characteristic curve area: 0.83, 0.74, and 0.80 for autofluorescence intensity, the blood volume fraction, and oxygen saturation, respectively) in lesions found by biopsy to have severe dysplasia or higher grade present. In addition, the estimated volume fraction of desaturated blood was found to be significantly more discriminatory than that of oxygen-saturated blood (receiver operating characteristic curve area: 0.83 vs. 0.63). Study center differences were evident and suggest that results may depend on study population or bronchoscopist experience. CONCLUSIONS Noncontact measurement and estimation of the above microvascular-related parameters, obtained during regular bronchoscope examination, may have potential for improving discrimination of severe dysplasia and cancer in lesions suspicious under white light bronchoscopy/autofluorescence bronchoscopy.
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Evers DJ, Nachabé R, Klomp HM, van Sandick JW, Wouters MW, Lucassen GW, Hendriks BH, Wesseling J, Ruers TJ. Diffuse Reflectance Spectroscopy: A New Guidance Tool for Improvement of Biopsy Procedures in Lung Malignancies. Clin Lung Cancer 2012; 13:424-31. [DOI: 10.1016/j.cllc.2012.02.001] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2011] [Revised: 01/09/2012] [Accepted: 02/20/2012] [Indexed: 10/28/2022]
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Evers D, Hendriks B, Lucassen G, Ruers T. Optical spectroscopy: current advances and future applications in cancer diagnostics and therapy. Future Oncol 2012; 8:307-20. [PMID: 22409466 DOI: 10.2217/fon.12.15] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Optical spectroscopy (OS) is a tissue-sensing technique that could enhance cancer diagnosis and treatment in the near future. With OS, tissue is illuminated with a selected light spectrum. Different tissue types can be distinguished from each other based on specific changes in the reflected light spectrum that are a result of differences on a molecular level between compared tissues. Therefore, OS has the potential to become an important optical tool for cancer diagnosis and treatment monitoring. In recent years, significant progress has been made in the discriminating abilities of OS techniques between normal and cancer tissues of multiple human tissue types. This article provides an overview of the advances made with diffuse reflectance, fluorescence and Raman spectroscopy techniques in the field of clinical oncology, and focuses on the different clinical applications that OS could enhance.
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Affiliation(s)
- Dj Evers
- Department of Surgery, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands.
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19
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van der Leest C, Amelink A, van Klaveren RJ, Hoogsteden HC, Sterenborg HJCM, Aerts JGJV. Optical detection of preneoplastic lesions of the central airways. ISRN ONCOLOGY 2012; 2012:957835. [PMID: 22550600 PMCID: PMC3324886 DOI: 10.5402/2012/957835] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/27/2011] [Accepted: 01/16/2012] [Indexed: 01/01/2023]
Abstract
Current routine diagnosis of premalignant lesions of the central airways is hampered due to a limited sensitivity (white light bronchoscopy) and resolution (computer tomography (CT), positron emission tomography (PET)) of currently used techniques. To improve the detection of these subtle mucosal abnormalities, novel optical imaging bronchoscopic techniques have been developed over the past decade. In this review we highlight the technological developments in the field of endoscopic imaging, and describe their advantages and disadvantages in clinical use.
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Affiliation(s)
- C van der Leest
- Department of Respiratory Diseases, Erasmus Medical Center, Postbus 2040, 3000 CA Rotterdam, The Netherlands
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Wang C, Li Y, Liu G, Ma J, Li Z, Wei X. Fiber Confocal Back-Scattering Micro-Spectral Analysis for Single Cell. Technol Cancer Res Treat 2011; 10:457-63. [DOI: 10.7785/tcrt.2012.500222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
A fiber confocal back scattering micro-spectrometer (FCBS) was established, which combined fiber confocal microscopy with light scattering spectroscopy (LSS) for early diagnosis of the cancer cell at cellular level. An adherent monolayer human normal gastric epithelium line GES-1 and a carcinoma cell line NCI-N87 as well as a normal liver cell line L02 and a high-metastatic-potential hepatocellular carcinoma cell line HCC-LM3 were measured respectively. The spectral results showed that micro-back-scattering intensity from GES-1 cell and L02 cell possessed interesting oscillations in contrast to NCI-N87 and HCC-LM3 cells. There was significant difference between the spectra of the normal and the cancer cells (p < 0.001). This demonstrates that the FCBS system here is able to distinguish dysplastic cells from normal cells at cellular level.
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Affiliation(s)
- C. Wang
- Lab of Medical Optics & Optometry, School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Y. Li
- Department of Chemistry, Fudan University, Shanghai 200433, China
- Institutes of Biomedical Sciences, Fudan University. Shanghai 200032, China
| | - G. Liu
- Institutes of Biomedical Sciences, Fudan University. Shanghai 200032, China
- Shanghai Medical School, Fudan Unviersity, Shanghai, 200032, China
| | - J. Ma
- Lab of Medical Optics & Optometry, School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Z. Li
- Lab of Medical Optics & Optometry, School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - X. Wei
- Lab of Medical Optics & Optometry, School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
- Institutes of Biomedical Sciences, Fudan University. Shanghai 200032, China
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21
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Amelink A, Sterenborg HJCM, Roodenburg JLN, Witjes MJH. Non-invasive measurement of the microvascular properties of non-dysplastic and dysplastic oral leukoplakias by use of optical spectroscopy. Oral Oncol 2011; 47:1165-70. [PMID: 21917504 DOI: 10.1016/j.oraloncology.2011.08.014] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2011] [Revised: 08/18/2011] [Accepted: 08/19/2011] [Indexed: 02/06/2023]
Abstract
Differential Path-length Spectroscopy (DPS) was used to non-invasively determine the optical properties of oral leukoplakias in vivo. DPS yields information on microvascular parameters such as the mucosal blood content, the microvascular blood oxygenation and the average micro-vessel diameter as well as on tissue morphological parameters such as the scattering slope and scattering amplitude. DPS measurements were made on non-dysplastic and dysplastic oral leukoplakias using a novel fiber-optic probe, and were correlated to the histological outcome of biopsies taken from the same location. Our data show borderline significant increases in mucosal blood content in dysplastic lesions compared to non-dysplastic lesions, with no changes in microvascular oxygen saturation and light scattering signatures. These results suggest that dysplastic and non-dysplastic leukoplakias may be discriminated non-invasively in vivo through differences in their microvascular properties, if they can be reproducibly quantified in the presence of a variable thickness keratin layer that optically shields the mucosal layer.
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Affiliation(s)
- A Amelink
- Center for Optical Diagnostics and Therapy, Department of Radiation Oncology, Erasmus Medical Centre, Rotterdam, The Netherlands.
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22
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Nachabé R, Evers DJ, Hendriks BHW, Lucassen GW, van der Voort M, Wesseling J, Ruers TJM. Effect of bile absorption coefficients on the estimation of liver tissue optical properties and related implications in discriminating healthy and tumorous samples. BIOMEDICAL OPTICS EXPRESS 2011; 2:600-14. [PMID: 21412465 PMCID: PMC3047365 DOI: 10.1364/boe.2.000600] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2011] [Revised: 02/09/2011] [Accepted: 02/14/2011] [Indexed: 05/08/2023]
Abstract
We investigated differences between healthy tissue and metastatic tumor from ex vivo human partial liver resections using diffuse optical spectroscopy with a fiber optic probe. We extracted various physiological and morphological parameters from the spectra. During evaluation of the residual between the measurements and a fit model based on diffusion theory, we found that bile is an additional chromophore absorbing in the visible wavelength range that was missing in our model. Consistency of the residual with the absorption spectrum of bile was noticed. An accurate measurement of the absorption coefficient of bile from various human bile samples was performed and implemented into the fit model. Having the absorption coefficient of bile as a priori knowledge in the model showed a clear improvement in terms of reducing the fitting discrepancies. The addition of this chromophore yields significantly different estimates of the amount of blood. Furthermore, the estimated bile volume fraction and reduced scattering amplitude turned out to be two main relevant discriminators between normal and metastatic liver tissues.
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Affiliation(s)
- Rami Nachabé
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven, The Netherlands
| | - Daniel J. Evers
- Department of Surgery, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherland
| | - Benno H. W. Hendriks
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven, The Netherlands
| | - Gerald W. Lucassen
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven, The Netherlands
| | - Marjolein van der Voort
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven, The Netherlands
| | - Jelle Wesseling
- Department of Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Theo J. M. Ruers
- Department of Surgery, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherland
- Technical University Twente, 7500 AE Twente, The Netherlands
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23
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In vivo quantification of photosensitizer fluorescence in the skin-fold observation chamber using dual-wavelength excitation and NIR imaging. Lasers Med Sci 2011; 26:789-801. [PMID: 21279401 PMCID: PMC3183248 DOI: 10.1007/s10103-011-0888-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2010] [Accepted: 01/05/2011] [Indexed: 10/24/2022]
Abstract
A major challenge in biomedical optics is the accurate quantification of in vivo fluorescence images. Fluorescence imaging is often used to determine the pharmacokinetics of photosensitizers used for photodynamic therapy. Often, however, this type of imaging does not take into account differences in and changes to tissue volume and optical properties of the tissue under interrogation. To address this problem, a ratiometric quantification method was developed and applied to monitor photosensitizer meso-tetra(hydroxyphenyl) chlorin (mTHPC) pharmacokinetics in the rat skin-fold observation chamber. The method employs a combination of dual-wavelength excitation and dual-wavelength detection. Excitation and detection wavelengths were selected in the NIR region. One excitation wavelength was chosen to be at the Q band of mTHPC, whereas the second excitation wavelength was close to its absorption minimum. Two fluorescence emission bands were used; one at the secondary fluorescence maximum of mTHPC centered on 720 nm, and one in a region of tissue autofluorescence. The first excitation wavelength was used to excite the mTHPC and autofluorescence and the second to excite only autofluorescence, so that this could be subtracted. Subsequently, the autofluorescence-corrected mTHPC image was divided by the autofluorescence signal to correct for variations in tissue optical properties. This correction algorithm in principle results in a linear relation between the corrected fluorescence and photosensitizer concentration. The limitations of the presented method and comparison with previously published and validated techniques are discussed.
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24
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Nachabé R, Hendriks BHW, van der Voort M, Desjardins AE, Sterenborg HJCM. Estimation of biological chromophores using diffuse optical spectroscopy: benefit of extending the UV-VIS wavelength range to include 1000 to 1600 nm. BIOMEDICAL OPTICS EXPRESS 2010; 1:1432-1442. [PMID: 21258560 PMCID: PMC3018130 DOI: 10.1364/boe.1.001432] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2010] [Revised: 10/28/2010] [Accepted: 11/16/2010] [Indexed: 05/19/2023]
Abstract
With an optical fiber probe, we acquired spectra from swine tissue between 500 and 1600 nm by combining a silicon and an InGaAs spectrometer. The concentrations of the biological chromophores were estimated by fitting a mathematical model derived from diffusion theory. The advantage of our technique relative to those presented in previous studies is that we extended the commonly-used wavelength ranges of 500 and 1000 nm to include the range of 1000 to 1600 nm, where additional water and lipid absorption features exist. Hence, a more accurate estimation of these two chromophores is expected when spectra are fitted between 500 and 1600 nm than between 500 and 1000 nm. When extending the UV-VIS wavelength range, the estimated total amount of chromophores approached 100% of the total as present in the probed volume. The confidence levels of the water and lipid related parameters increases by a factor of four.
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Affiliation(s)
- Rami Nachabé
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven,The Netherlands
| | - Benno H. W. Hendriks
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven,The Netherlands
| | - Marjolein van der Voort
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven,The Netherlands
| | - Adrien E. Desjardins
- Department of Minimally Invasive Healthcare, Philips Research, 5656 AE Eindhoven,The Netherlands
| | - Henricus J. C. M. Sterenborg
- Department of Radiation Oncology,Center of Optical Diagnostics and Therapy,Erasmus Medical Center,3008 AE Rotterdam,The Netherlands
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25
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Xiang Y, Xu K, Zhang Z, Dai Y, Harrington PDB. Near-infrared spectroscopic applications for diagnosis of endometrial carcinoma. JOURNAL OF BIOMEDICAL OPTICS 2010; 15:067002. [PMID: 21198206 DOI: 10.1117/1.3512183] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
NIR spectra of 77 endometrium sections (malignant, hyperplasia, and normal samples) are collected. Partial least squares discriminant analysis (PLS-DA) and fuzzy rule-building expert systems (FuRES) are used for classification based on the NIR spectral data. The classification ability of two classifiers is evaluated by using ten bootstraps and five Latin partitions. The results indicate that the classification ability of FuRES is better than that of PLS-DA. The sensitivity, specificity, and accuracy obtained from FuRES for malignant endometrium diagnosis are 90.0±0.7, 95.0±0.8, and 93.1±0.8%, respectively. The results demonstrate that NIR spectroscopy combined with the FuRES technique is promising for the classification of endometrial specimens and for practical diagnostic applications.
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Affiliation(s)
- Yuhong Xiang
- Capital Normal University, Department of Chemistry, Beijing, China
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26
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Sunar U, Rohrbach D, Rigual N, Tracy E, Keymel K, Cooper MT, Baumann H, Henderson BH. Monitoring photobleaching and hemodynamic responses to HPPH-mediated photodynamic therapy of head and neck cancer: a case report. OPTICS EXPRESS 2010; 18:14969-78. [PMID: 20639983 PMCID: PMC2964147 DOI: 10.1364/oe.18.014969] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
We present initial results obtained during the course of a Phase I clinical trial of 2-1[hexyloxyethyl]-2-devinylpyropheophorbide-a (HPPH)-mediated photo-dynamic therapy (PDT) in a head and neck cancer patient. We quantified blood flow, oxygenation and HPPH drug photobleaching before and after therapeutic light treatment by utilizing fast, non-invasive diffuse optical methods. Our results showed that HPPH-PDT induced significant drug photobleaching, and reduction in blood flow and oxygenation suggesting significant vascular and cellular reaction. These changes were accompanied by cross-linking of the signal transducer and activator of transcription 3 (STAT3), a molecular measure for the oxidative photoreaction. These preliminary results suggest diffuse optical spectroscopies permit non-invasive monitoring of PDT in clinical settings of head and neck cancer patients.
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Affiliation(s)
- Ulas Sunar
- Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, NY, 14263, USA.
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27
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Characterization of Mediastinal Lymph Node Physiology In Vivo by Optical Spectroscopy during Endoscopic Ultrasound-Guided Fine Needle Aspiration. J Thorac Oncol 2010; 5:981-7. [DOI: 10.1097/jto.0b013e3181ddbc0e] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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28
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Nachabé R, Hendriks BHW, Desjardins AE, van der Voort M, van der Mark MB, Sterenborg HJCM. Estimation of lipid and water concentrations in scattering media with diffuse optical spectroscopy from 900 to 1,600 nm. JOURNAL OF BIOMEDICAL OPTICS 2010; 15:037015. [PMID: 20615044 DOI: 10.1117/1.3454392] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We demonstrate a method to estimate the concentrations of water and lipid in scattering media such as biological tissues with diffuse optical spectra acquired over the range of 900 to 1600 nm. Estimations were performed by fitting the spectra to a model of light propagation in scattering media derived from diffusion theory. To validate the method, spectra were acquired from tissue phantoms consisting of lipid and water emulsions and swine tissues ex vivo with a two-fiber probe.
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Affiliation(s)
- Rami Nachabé
- Philips Research, Minimally Invasive Healthcare Department, 5656 AE Eindhoven, The Netherlands.
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29
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Kanick SC, van der Leest C, Aerts JGJV, Hoogsteden HC, Kascáková S, Sterenborg HJCM, Amelink A. Integration of single-fiber reflectance spectroscopy into ultrasound-guided endoscopic lung cancer staging of mediastinal lymph nodes. JOURNAL OF BIOMEDICAL OPTICS 2010; 15:017004. [PMID: 20210478 DOI: 10.1117/1.3290822] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
We describe the incorporation of a single-fiber reflectance spectroscopy probe into the endoscopic ultrasound fine-needle aspiration (EUS-FNA) procedure utilized for lung cancer staging. A mathematical model is developed to extract information about the physiological and morphological properties of lymph tissue from single-fiber reflectance spectra, e.g., microvascular saturation, blood volume fraction, bilirubin concentration, average vessel diameter, and Mie slope. Model analysis of data from a clinical pilot study shows that the single-fiber reflectance measurement is capable of detecting differences in the physiology between normal and metastatic lymph nodes. Moreover, the clinical data show that probe manipulation within the lymph node can perturb the in vivo environment, a concern that must be carefully considered when developing a sampling strategy. The data show the feasibility of this novel technique; however, the potential clinical utility has yet to be determined.
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Affiliation(s)
- Stephen Chad Kanick
- Erasmus Medical Center, Center for Optical Diagnostics and Therapy, Department of Radiation Oncology, Rotterdam, The Netherlands.
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30
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Kanick SC, Robinson DJ, Sterenborg HJCM, Amelink A. Monte Carlo analysis of single fiber reflectance spectroscopy: photon path length and sampling depth. Phys Med Biol 2009; 54:6991-7008. [PMID: 19887712 DOI: 10.1088/0031-9155/54/22/016] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Single fiber reflectance spectroscopy is a method to noninvasively quantitate tissue absorption and scattering properties. This study utilizes a Monte Carlo (MC) model to investigate the effect that optical properties have on the propagation of photons that are collected during the single fiber reflectance measurement. MC model estimates of the single fiber photon path length (L(SF)) show excellent agreement with experimental measurements and predictions of a mathematical model over a wide range of optical properties and fiber diameters. Simulation results show that L(SF) is unaffected by changes in anisotropy (g epsilon [0.8, 0.9, 0.95]), but is sensitive to changes in phase function (Henyey-Greenstein versus modified Henyey-Greenstein). A 20% decrease in L(SF) was observed for the modified Henyey-Greenstein compared with the Henyey-Greenstein phase function; an effect that is independent of optical properties and fiber diameter and is approximated with a simple linear offset. The MC model also returns depth-resolved absorption profiles that are used to estimate the mean sampling depth (Z(SF)) of the single fiber reflectance measurement. Simulated data are used to define a novel mathematical expression for Z(SF) that is expressed in terms of optical properties, fiber diameter and L(SF). The model of sampling depth indicates that the single fiber reflectance measurement is dominated by shallow scattering events, even for large fibers; a result that suggests that the utility of single fiber reflectance measurements of tissue in vivo will be in the quantification of the optical properties of superficial tissues.
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Affiliation(s)
- S C Kanick
- Center for Optical Diagnostics and Therapy, Department of Radiation Oncology, Erasmus Medical Center, PO Box 2040, 3000 CA Rotterdam, The Netherlands.
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31
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Noninvasive measurement of oxygen saturation of the microvascular blood in Barrett's dysplasia by use of optical spectroscopy. Gastrointest Endosc 2009; 70:1-6. [PMID: 19249768 DOI: 10.1016/j.gie.2008.08.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2008] [Accepted: 08/14/2008] [Indexed: 02/08/2023]
Abstract
BACKGROUND Current investigations into endoscopic screening for the early detection of Barrett's esophageal adenocarcinoma have focused on visualization of the microvascular morphology by using narrow-band imaging (NBI). Adjustment of the center wavelength, particularly of the NBI blue imaging filter, may lead to improved image contrast, depending on the oxygen saturation of the microvascular blood of dysplastic and early cancerous Barrett's mucosa. OBJECTIVE To perform in vivo, noninvasive measurements of the oxygen saturation of the microvascular blood for different pathologic grades of Barrett's mucosa by using differential path-length spectroscopy (DPS). DESIGN DPS measurements were made on normal (n = 7), low-grade dysplastic (n = 10), high-grade dysplastic (n = 7), and cancerous (n = 4) Barrett's mucosa by using a fiber-optic probe, and were correlated to the histologic outcome of biopsy specimens taken from the same location. SETTING Academic medical center. PATIENTS Fifteen patients with Barrett's esophagus who were undergoing gastroscopy. INTERVENTIONS Biopsy specimens were taken from suspicious areas in the esophagus. MAIN OUTCOME MEASUREMENTS The oxygen saturation of the microvascular blood of different pathologic grades of Barrett's mucosa was assessed. RESULTS The oxygen saturation of the microvascular blood remains high (approximately 90%) throughout the metaplasia-dysplasia-adenocarcinoma sequence. LIMITATION The small number of patients. CONCLUSIONS The current NBI blue imaging filter, centered on the peak absorption of oxyhemoglobin (415 nm), is well chosen, and little improvement in image contrast is to be expected from changes in this center wavelength.
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32
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Brown JQ, Vishwanath K, Palmer GM, Ramanujam N. Advances in quantitative UV-visible spectroscopy for clinical and pre-clinical application in cancer. Curr Opin Biotechnol 2009; 20:119-31. [PMID: 19268567 DOI: 10.1016/j.copbio.2009.02.004] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2008] [Accepted: 02/05/2009] [Indexed: 11/29/2022]
Abstract
Methods of optical spectroscopy that provide quantitative, physically or physiologically meaningful measures of tissue properties are an attractive tool for the study, diagnosis, prognosis, and treatment of various cancers. Recent development of methodologies to convert measured reflectance and fluorescence spectra from tissue to cancer-relevant parameters such as vascular volume, oxygenation, extracellular matrix extent, metabolic redox states, and cellular proliferation have significantly advanced the field of tissue optical spectroscopy. The number of publications reporting quantitative tissue spectroscopy results in the UV-visible wavelength range has increased sharply in the past three years, and includes new and emerging studies that correlate optically measured parameters with independent measures such as immunohistochemistry, which should aid in increased clinical acceptance of these technologies.
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Affiliation(s)
- J Quincy Brown
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
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33
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Fawzy Y, Zeng H. Intrinsic fluorescence spectroscopy for endoscopic detection and localization of the endobronchial cancerous lesions. JOURNAL OF BIOMEDICAL OPTICS 2008; 13:064022. [PMID: 19123668 DOI: 10.1117/1.3041704] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Fluorescence spectroscopy contains diagnostic information about the lung biochemistry and morphology, including tissue optical properties and fluorophores. However, the fluorophore information is generally masked by the optical properties of the tissue, which complicates the evaluation of their role in lung-cancer detection. In this work, we have developed a method for extracting the intrinsic fluorescence spectra from the endoscopic measurements of the combined fluorescence and reflectance spectra. Principle components and classification analysis was performed to evaluate the diagnostic potential of the extracted intrinsic fluorescence spectra from in vivo combined fluorescence and reflectance spectral measurements. We evaluated the diagnostic sensitivity and specificity of both the intrinsic fluorescence and the fluorescence spectra. The results showed that the intrinsic fluorescence spectra contain significant diagnostic information that had been masked by the lung optical properties. We have also found that the intrinsic fluorescence has improved the specificity for endobronchial-cancer detection, although with a slight decrease in the detection sensitivity, when compared to the fluorescence spectra. This may indicate that intrinsic fluorescence analysis could be used to improve the diagnostic specificity of fluorescence spectroscopy and imaging.
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Affiliation(s)
- Yasser Fawzy
- Perceptronix Medical, Incorporated, Suite 400, 555 W. 8th Avenue, Vancouver, BC V5Z 1C6 Canada.
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34
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Amelink A, Kruijt B, Robinson DJ, Sterenborg HJCM. Quantitative fluorescence spectroscopy in turbid media using fluorescence differential path length spectroscopy. JOURNAL OF BIOMEDICAL OPTICS 2008; 13:054051. [PMID: 19021431 DOI: 10.1117/1.2992132] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
We have developed a new technique, fluorescence differential path length spectroscopy (FDPS), that enables the quantitative investigation of fluorophores in turbid media. FDPS measurements are made with the same probe geometry as differential path length spectroscopy (DPS) measurements. Phantom measurements are performed for two fiber diameters (400 microm and 800 microm) and for a wide range of optical properties (mu(s)': 0 to 10 mm(-1); mu(a): 0 to 2 mm(-1)) to investigate the influence of the optical properties on the measured differential fluorescence signal. The differential fluorescence signal varies by a factor of 1.4 and 2.2 over the biologically relevant scattering range (0.5 to 5 mm(-1)) for a given fluorophore concentration for 400 microm and 800 microm fibers, respectively. The differential fluorescence signal is attenuated due to absorption at the excitation wavelength following Lambert-Beer's law with a path length equal to the differential path length.
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Affiliation(s)
- Arjen Amelink
- Erasmus Medical Centre Rotterdam, Department of Radiation Oncology, Center for Optical Diagnostics and Therapy, Rotterdam, The Netherlands 3000 CA.
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Amelink A, Robinson DJ, Sterenborg HJCM. Confidence intervals on fit parameters derived from optical reflectance spectroscopy measurements. JOURNAL OF BIOMEDICAL OPTICS 2008; 13:054044. [PMID: 19021424 DOI: 10.1117/1.2982523] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
We validate a simple method for determining the confidence intervals on fitted parameters derived from modeling optical reflectance spectroscopy measurements using synthetic datasets. The method estimates the parameter confidence intervals as the square roots of the diagonal elements of the covariance matrix, obtained by multiplying the inverse of the second derivative matrix of chi2 with respect to its free parameters by chi2/v, with v the number of degrees of freedom. We show that this method yields correct confidence intervals as long as the model used to describe the data is correct. Imperfections in the fitting model introduces a bias in the fitted parameters that greatly exceeds the estimated confidence intervals. We investigate the use of various methods to identify and subsequently minimize the bias in the fitted parameters associated with incorrect modeling.
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Affiliation(s)
- Arjen Amelink
- Erasmus Medical Centre Rotterdam, Center for Optical Diagnostics and Therapy, Department of Radiation Oncology, 3000 CA Rotterdam, The Netherlands.
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Kondepati VR, Heise HM, Backhaus J. Recent applications of near-infrared spectroscopy in cancer diagnosis and therapy. Anal Bioanal Chem 2007; 390:125-39. [DOI: 10.1007/s00216-007-1651-y] [Citation(s) in RCA: 141] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2007] [Revised: 08/22/2007] [Accepted: 09/21/2007] [Indexed: 11/29/2022]
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Aerts JGJV, Amelink A, van der Leest C, Hegmans JPJJ, Hemmes A, den Hamer B, Sterenborg HCJM, Hoogsteden HC, Lambrecht BN. HIF1a expression in bronchial biopsies correlates with tumor microvascular saturation determined using optical spectroscopy. Lung Cancer 2007; 57:317-21. [PMID: 17485134 DOI: 10.1016/j.lungcan.2007.03.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2007] [Revised: 03/12/2007] [Accepted: 03/22/2007] [Indexed: 11/22/2022]
Abstract
Tumor hypoxia is generally considered to be related to aggressive behaviour of a tumor. As in lung cancer direct determination of oxygenation is difficult, hypoxia-related proteins have been studied. A number of studies on these proteins show different results and the usefulness of these protein expressions remains questionable. In this article, we relate one of these hypoxia-related proteins (hypoxia-inducible factor, HIF1a) to a direct in vivo spectroscopic measurement of tumor blood saturation performed during bronchoscopy. Seventeen samples from malignancies and non-malignant tissues were studied. Microvascular saturation levels in the no malignancy group equalled 87+/-11.5% (range 71-100%) and in the malignant group 43+/-21% (range 6-63%). This difference was statistically significant (p<0.0002). There was a significant difference in the spectroscopically determined saturations between the biopsies with negative expression of HIF1a and the biopsies with positive expression of HIF1a (p<0.005). From these data, it can be concluded that HIF1a expression is related to a low microvascular blood saturation as determined in vivo by optical spectroscopy. This study may lead to a better acceptance of the usage of different techniques to establish hypoxia in order to study the effect of hypoxia on therapeutic interventions and prognosis of lung cancer.
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Affiliation(s)
- J G J V Aerts
- Department of Pulmonary Diseases, Amphia Hospital, Breda, The Netherlands.
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Amelink A, Kaspers OP, Sterenborg HJCM, van der Wal JE, Roodenburg JLN, Witjes MJH. Non-invasive measurement of the morphology and physiology of oral mucosa by use of optical spectroscopy. Oral Oncol 2007; 44:65-71. [PMID: 17350324 DOI: 10.1016/j.oraloncology.2006.12.011] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2006] [Revised: 12/12/2006] [Accepted: 12/12/2006] [Indexed: 02/02/2023]
Abstract
Differential path-length spectroscopy (DPS) was used to non-invasively determine the superficial optical properties of oral mucosa in vivo. DPS yields information on physiological parameters such as the mucosal blood content, the microvascular blood oxygenation and the average micro-vessel diameter as well as on morphological parameters such as the scattering slope and scattering amplitude. DPS measurements were made on normal and cancerous oral mucosa using a novel fiber-optic probe, and were correlated to the histological outcome of punch biopsies taken from the same location. Our data shows that the mucosa of oral squamous cell carcinoma is characterised by a significant decrease in microvascular oxygenation and increase in mucosal blood content compared to normal oral mucosa as well as a significant decrease in scattering amplitude and increase in scattering slope.
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Affiliation(s)
- A Amelink
- Center for Optical Diagnostics and Therapy, Department of Radiation Oncology, Erasmus Medical Centre, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
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Thiberville L, Moreno-Swirc S, Vercauteren T, Peltier E, Cavé C, Bourg Heckly G. In vivo imaging of the bronchial wall microstructure using fibered confocal fluorescence microscopy. Am J Respir Crit Care Med 2006; 175:22-31. [PMID: 17023733 DOI: 10.1164/rccm.200605-684oc] [Citation(s) in RCA: 198] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
RATIONALE Fibered confocal fluorescence microscopy (FCFM) is a new technique that produces microscopic imaging of a living tissue through a 1-mm fiberoptic probe that can be introduced into the working channel of the bronchoscope. OBJECTIVES To analyze the microscopic autofluorescence structure of normal and pathologic bronchial mucosae using FCFM during bronchoscopy. METHODS Bronchial FCFM and spectral analyses were performed at 488-nm excitation wavelength on two bronchial specimens ex vivo and in 29 individuals at high risk for lung cancer in vivo. Biopsies of in vivo FCFM-imaged areas were performed using autofluorescence bronchoscopy. RESULTS Ex vivo and in vivo microscopic and spectral analyses showed that the FCFM signal mainly originates from the elastin component of the basement membrane zone. Five distinct reproducible microscopic patterns were recognized in the normal areas from the trachea down to the more distal respiratory bronchi. In areas of the proximal airways not previously biopsied, one of these patterns was found in 30 of 30 normal epithelia, whereas alterations of the autofluorescence microstructure were observed in 19 of 22 metaplastic or dysplastic samples, five of five carcinomas in situ, and two of two invasive lesions. Disorganization of the fibered network could be found on 9 of 27 preinvasive lesions, compatible with early disruptions of the basement membrane zone. FCFM alterations were also observed in a tracheobronchomegaly syndrome and in a sarcoidosis case. CONCLUSIONS Endoscopic FCFM represents a minimally invasive method to study specific basement membrane alterations associated with premalignant bronchial lesions in vivo. The technique may also be useful to study the bronchial wall remodeling in nonmalignant chronic bronchial diseases.
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Affiliation(s)
- Luc Thiberville
- Clinique Pneumologique, Hôpital Charles Nicolle-CHU de Rouen, 1 rue de Germont, 76031 Rouen Cedex, France.
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Fawzy YS, Petek M, Tercelj M, Zeng H. In vivo assessment and evaluation of lung tissue morphologic and physiological changes from non-contact endoscopic reflectance spectroscopy for improving lung cancer detection. JOURNAL OF BIOMEDICAL OPTICS 2006; 11:044003. [PMID: 16965160 DOI: 10.1117/1.2337529] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
We present a method for lung cancer detection exploiting reflectance spectra measured in vivo during endoscopic imaging of the lung. The measured reflectance spectra were analyzed using a specially developed light-transport model to obtain quantitative information about cancer-related, physiological, and morphologic changes in the superficial bronchial mucosa layers. The light-transport model allowed us to obtain the absorption coefficient (mua) and further to derive the micro-vascular blood volume fraction in tissue and the tissue blood oxygen saturation. The model also allowed us to obtain the scattering coefficient (mus) and the anisotropy coefficient (g) and further to derive the tissue scattering micro-particle volume fraction and size distribution. The specular component of the reflectance signal and the instrument response were accounted for during the analysis. The method was validated using 100 reflectance spectra measured in vivo in a noncontact fashion from 22 lung patients (50 normal tissue/benign lesion sites and 50 malignant lesion sites). The classification between normal tissue/benign lesions and malignant lesions was further investigated using the derived quantitative parameters and discriminant function analysis. The results demonstrated significant differences between the normal tissue/benign lesions and the malignant lesions in terms of tissue blood volume fraction, blood oxygen saturation, tissue scatterer volume fractions, and size distribution. The results also showed that the malignant lung lesions can be differentiated from normal tissue/benign lesions with both diagnostic sensitivity and specificity of better than 80%.
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Affiliation(s)
- Yasser S Fawzy
- Perceptronix Medical Inc., Suite 400, 555 West 8th Avenue, Vancouver, British Columbia V5Z 1C6, Canada.
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Bard MPL, Amelink A, Skurichina M, Noordhoek Hegt V, Duin RPW, Sterenborg HJCM, Hoogsteden HC, Aerts JGJV. Optical Spectroscopy for the Classification of Malignant Lesions of the Bronchial Tree. Chest 2006; 129:995-1001. [PMID: 16608949 DOI: 10.1378/chest.129.4.995] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Optical spectroscopy may be used for in vivo, noninvasive distinction of malignant from normal tissue. The aim of our study was to analyze the accuracy of various optical spectroscopic techniques for the classification of cancerous lesions of the bronchial tree. We developed a fiberoptic instrument allowing the measurement of autofluorescence spectroscopy (AFS), diffuse reflectance spectroscopy (DRS), and differential path length spectroscopy (DPS) during bronchoscopy. Spectroscopic measurements were obtained from 191 different endobronchial lesions (63 malignant and 128 nonmalignant) in 107 patients. AFS, DRS, and DPS sensitivity/specificity for the distinction between malignant and nonmalignant bronchial lesions were 73%/82%, 86%/81%, and 81%/88%, respectively. All three optical spectroscopic modalities facilitate an increase of the positive predictive value of autofluorescence bronchoscopy for the detection of endobronchial tumors. Even better results were obtained when the three spectroscopic techniques were combined.
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Affiliation(s)
- Martin P L Bard
- Department of Respiratory Diseases, Sint Franciscus Hospital, Kleiweg 500, 3045 PM, Rotterdam, The Netherlands
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Affiliation(s)
- James R Jett
- Mayo College of Medicine, Rochester, Minnesota, USA
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