1
|
Kumosa LS. Commonly Overlooked Factors in Biocompatibility Studies of Neural Implants. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2205095. [PMID: 36596702 PMCID: PMC9951391 DOI: 10.1002/advs.202205095] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 11/16/2022] [Indexed: 06/17/2023]
Abstract
Biocompatibility of cutting-edge neural implants, surgical tools and techniques, and therapeutic technologies is a challenging concept that can be easily misjudged. For example, neural interfaces are routinely gauged on how effectively they determine active neurons near their recording sites. Tissue integration and toxicity of neural interfaces are frequently assessed histologically in animal models to determine tissue morphological and cellular changes in response to surgical implantation and chronic presence. A disconnect between histological and efficacious biocompatibility exists, however, as neuronal numbers frequently observed near electrodes do not match recorded neuronal spiking activity. The downstream effects of the myriad surgical and experimental factors involved in such studies are rarely examined when deciding whether a technology or surgical process is biocompatible. Such surgical factors as anesthesia, temperature excursions, bleed incidence, mechanical forces generated, and metabolic conditions are known to have strong systemic and thus local cellular and extracellular consequences. Many tissue markers are extremely sensitive to the physiological state of cells and tissues, thus significantly impacting histological accuracy. This review aims to shed light on commonly overlooked factors that can have a strong impact on the assessment of neural biocompatibility and to address the mismatch between results stemming from functional and histological methods.
Collapse
Affiliation(s)
- Lucas S. Kumosa
- Neuronano Research CenterDepartment of Experimental Medical ScienceMedical FacultyLund UniversityMedicon Village, Byggnad 404 A2, Scheelevägen 8Lund223 81Sweden
| |
Collapse
|
2
|
Akimoto J, Fukami S, Ichikawa M, Nagai K, Kohno M. Preliminary Report: Rapid Intraoperative Detection of Residual Glioma Cell in Resection Cavity Walls Using a Compact Fluorescence Microscope. J Clin Med 2021; 10:jcm10225375. [PMID: 34830662 PMCID: PMC8620805 DOI: 10.3390/jcm10225375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/12/2021] [Accepted: 11/15/2021] [Indexed: 11/21/2022] Open
Abstract
Objective: The surgical eradication of malignant glioma cells is theoretically impossible. Therefore, reducing the number of remaining tumor cells around the brain–tumor interface (BTI) is crucial for achieving satisfactory clinical results. The usefulness of fluorescence–guided resection for the treatment of malignant glioma was recently reported, but the detection of infiltrating tumor cells in the BTI using a surgical microscope is not realistic. Therefore, we have developed an intraoperative rapid fluorescence cytology system, and exploratorily evaluated its clinical feasibility for the management of malignant glioma. Materials and methods: A total of 25 selected patients with malignant glioma (newly diagnosed: 17; recurrent: 8) underwent surgical resection under photodiagnosis using photosensitizer Talaporfin sodium and a semiconductor laser. Intraoperatively, a crush smear preparation was made from a tiny amount of tumor tissue, and the fluorescence emitted upon 620/660 nm excitation was evaluated rapidly using a compact fluorescence microscope in the operating theater. Results: Fluorescence intensities of tumor tissues measured using a surgical microscope correlated with the tumor cell densities of tissues evaluated by measuring the red fluorescence emitted from the cytoplasm of tumor cells using a fluorescence microscope. A “weak fluorescence” indicated a reduction in the tumor cell density, whereas “no fluorescence” did not indicate the complete eradication of the tumor cells, but indicated that few tumor cells were emitting fluorescence. Conclusion: The rapid intraoperative detection of fluorescence from glioma cells using a compact fluorescence microscope was probably useful to evaluate the presence of tumor cells in the resection cavity walls, and could provide surgical implications for the more complete resection of malignant gliomas.
Collapse
Affiliation(s)
- Jiro Akimoto
- Department of Neurosurgery, Kohsei Chuo General Hospital, Tokyo 153-0062, Japan
- Department of Neurosurgery, Tokyo Medical University, Tokyo 160-8402, Japan; (S.F.); (M.I.); (K.N.); (M.K.)
- Correspondence:
| | - Shinjiro Fukami
- Department of Neurosurgery, Tokyo Medical University, Tokyo 160-8402, Japan; (S.F.); (M.I.); (K.N.); (M.K.)
| | - Megumi Ichikawa
- Department of Neurosurgery, Tokyo Medical University, Tokyo 160-8402, Japan; (S.F.); (M.I.); (K.N.); (M.K.)
| | - Kenta Nagai
- Department of Neurosurgery, Tokyo Medical University, Tokyo 160-8402, Japan; (S.F.); (M.I.); (K.N.); (M.K.)
| | - Michihiro Kohno
- Department of Neurosurgery, Tokyo Medical University, Tokyo 160-8402, Japan; (S.F.); (M.I.); (K.N.); (M.K.)
| |
Collapse
|
3
|
Lukina M, Yashin K, Kiseleva EE, Alekseeva A, Dudenkova V, Zagaynova EV, Bederina E, Medyanic I, Becker W, Mishra D, Berezin M, Shcheslavskiy VI, Shirmanova M. Label-Free Macroscopic Fluorescence Lifetime Imaging of Brain Tumors. Front Oncol 2021; 11:666059. [PMID: 34109119 PMCID: PMC8181388 DOI: 10.3389/fonc.2021.666059] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 04/27/2021] [Indexed: 01/20/2023] Open
Abstract
Advanced stage glioma is the most aggressive form of malignant brain tumors with a short survival time. Real-time pathology assisted, or image guided surgical procedures that eliminate tumors promise to improve the clinical outcome and prolong the lives of patients. Our work is focused on the development of a rapid and sensitive assay for intraoperative diagnostics of glioma and identification of optical markers essential for differentiation between tumors and healthy brain tissues. We utilized fluorescence lifetime imaging (FLIM) of endogenous fluorophores related to metabolism of the glioma from freshly excised brains tissues. Macroscopic time-resolved fluorescence images of three intracranial animal glioma models and surgical samples of patients' glioblastoma together with the white matter have been collected. Several established and new algorithms were applied to identify the imaging markers of the tumors. We found that fluorescence lifetime parameters characteristic of the glioma provided background for differentiation between the tumors and intact brain tissues. All three rat tumor models demonstrated substantial differences between the malignant and normal tissue. Similarly, tumors from patients demonstrated statistically significant differences from the peritumoral white matter without infiltration. While the data and the analysis presented in this paper are preliminary and further investigation with a larger number of samples is required, the proposed approach based on the macroscopic FLIM has a high potential for diagnostics of glioma and evaluation of the surgical margins of gliomas.
Collapse
Affiliation(s)
- Maria Lukina
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Konstantin Yashin
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Elena E. Kiseleva
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Anna Alekseeva
- Department of Neuromorphology, Research Institute of Human Morphology, Moscow, Russia
| | - Varvara Dudenkova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Elena V. Zagaynova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia
| | - Evgenia Bederina
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Igor Medyanic
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | | | - Deependra Mishra
- Department of Radiology, Washington University School of Medicine, St Louis, MO, United States
| | - Mikhail Berezin
- Department of Radiology, Washington University School of Medicine, St Louis, MO, United States
| | - Vladislav I. Shcheslavskiy
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Becker&Hickl GmbH, Berlin, Germany
| | - Marina Shirmanova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| |
Collapse
|
4
|
Zhang DY, Singhal S, Lee JYK. Optical Principles of Fluorescence-Guided Brain Tumor Surgery: A Practical Primer for the Neurosurgeon. Neurosurgery 2019; 85:312-324. [PMID: 30085129 DOI: 10.1093/neuros/nyy315] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2017] [Accepted: 06/18/2018] [Indexed: 01/21/2023] Open
Abstract
Fluorescence-guided surgery is a rapidly growing field that has produced some of the most important innovations in surgical oncology in the past decade. These intraoperative imaging technologies provide information distinguishing tumor tissue from normal tissue in real time as the surgery proceeds and without disruption of the workflow. Many of these fluorescent tracers target unique molecular or cellular features of tumors, which offers the opportunity for identifying pathology with high precision to help surgeons achieve their primary objective of a maximal safe resection. As novel fluorophores and fluorescent probes emerge from preclinical development, a practical understanding of the principles of fluorescence remains critical for evaluating the clinical utility of these agents and identifying opportunities for further innovation. In this review, we provide an "in-text glossary" of the fundamental principles of fluorescence with examples of direct applications to fluorescence-guided brain surgery. We offer a detailed discussion of the various advantages and limitations of the most commonly used intraoperative imaging agents, including 5-aminolevulinic acid, indocyanine green, and fluorescein, with a particular focus on the photophysical properties of these specific agents as they provide a framework through which to understand the new agents that are entering clinical trials. To this end, we conclude with a survey of the fluorescent properties of novel agents that are currently undergoing or will soon enter clinical trials for the intraoperative imaging of brain tumors.
Collapse
Affiliation(s)
- Daniel Y Zhang
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sunil Singhal
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - John Y K Lee
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| |
Collapse
|
5
|
In Vivo Real-Time Discrimination Among Glioma, Infiltration Zone, and Normal Brain Tissue via Autofluorescence Technology. World Neurosurg 2018; 122:e773-e782. [PMID: 30391621 DOI: 10.1016/j.wneu.2018.10.144] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Revised: 10/19/2018] [Accepted: 10/22/2018] [Indexed: 01/01/2023]
Abstract
BACKGROUND Surgery is the first-line therapy for glioblastoma. There is evidence that extent of resection is significantly associated with patient survival. Unfortunately, optimal surgical resection is usually limited because of the difficulty in discriminating tumor-infiltrated region and normal brain tissue. This study aimed to develop a tool to distinguish between infiltration zone and normal tissue in real time during glioma surgery. METHODS In an in vivo study, C6 glioma cells were implanted into the left cerebral hemispheres of 6 rats to mimic tumorigenesis. A newly designed optical fiber-embedded needle probe was used to measure the autofluorescence of both cerebral hemispheres at various depths 5 days after the implantation. These rats were then sacrificed, and both cerebral hemispheres were removed for histopathologic analysis. RESULTS Comparative analyses of corresponding areas by histopathology and autofluorescence revealed highly significant (P < 0.001) differences among the normal tissue, infiltration zone, tumors, and the contralateral cerebral hemispheres. The area of the receiver operating characteristic curve was 0.978, and the sensitivity and specificity of tumor delineation were 93.9% and 94.4%, respectively. CONCLUSIONS The newly designed in vivo fiber-optic probe can distinguish tumor-infiltration zones from normal brain tissue in this in vivo study. Therefore, it may help neurosurgeons to increase extent of resection without damaging normal brain tissue and thus potentially improve the patients' survival and quality of life.
Collapse
|
6
|
Zhu M, Chen F, Liu J, Wang G, Liao H. Ex vivo classification of spinal cord tumors using autofluorescence spectroscopy and immunohistochemical indexes. BIOMEDICAL OPTICS EXPRESS 2018; 9:4401-4412. [PMID: 30615743 PMCID: PMC6157786 DOI: 10.1364/boe.9.004401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 08/05/2018] [Accepted: 08/05/2018] [Indexed: 06/09/2023]
Abstract
Spinal cord tumors are complicated and infrequent, which poses a major challenge to surgeons during neurosurgery. Currently, the intraoperative identification of the tissues' pathological properties is usually difficult for surgeons. This issue influences the decision-making in treatment planning. Traditional pathological diagnoses can facilitate judging the tissues' properties, but the diagnosis process is complex and time-consuming. In this study, we evaluated the potential of autofluorescence spectroscopy for the fast pathological diagnosis of specific spinal cord tumors. The spectral properties of six types of spinal cord tumors were acquired ex vivo. Several peak intensity ratios were calculated for classification and then associated with the pathological immunohistochemical indexes. Our results revealed the spectral properties of three types of intramedullary tumors different from those of the other three types of extramedullary tumors. Furthermore, some peak intensity ratios revealed a high correlation with the immunohistochemical index of glial fibrillary acidic protein (GFAP). Thus, we believe that autofluorescence spectroscopy has the potential to provide real-time pathological information of spinal cord tumors and help surgeons validate tumor types and perform precise tumor resection.
Collapse
Affiliation(s)
- Mingyu Zhu
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Fang Chen
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Jia Liu
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Guihuai Wang
- Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, Beijing 102218, China
| | - Hongen Liao
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China
| |
Collapse
|
7
|
Nguyen JQM, McWade M, Thomas G, Beddard BT, Herington JL, Paria BC, Schwartz HS, Halpern JL, Holt GE, Mahadevan-Jansen A. Development of a modular fluorescence overlay tissue imaging system for wide-field intraoperative surgical guidance. J Med Imaging (Bellingham) 2018. [PMID: 29531968 DOI: 10.1117/1.jmi.5.2.021220] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Fluorescence imaging is a well-established optical modality that has been used to localize and track fluorophores in vivo and has demonstrated great potential for surgical guidance. Despite the variety of fluorophores currently being researched, many existing intraoperative fluorescence imaging systems are specifically designed for a limited number of applications. We present a modular wide-field fluorescence overlay tissue imaging system for intraoperative surgical guidance that is comprised of commercially available standardized components. Its modular layout allows for the accommodation of a broad range of fluorophores, fields of view (FOV), and spatial resolutions while maintaining an integrated portable design for intraoperative use. Measurements are automatic and feature a real-time projection overlay technique that intuitively displays fluorescence maps directly onto a [Formula: see text] FOV from a working distance of 35 cm. At a 20-ms exposure time, [Formula: see text] samples of indocyanine green could be measured with high signal-to-noise ratio and was later tested in an in vivo mouse model before finally being demonstrated for intraoperative autofluorescence imaging of human soft tissue sarcoma margins. The system's modular design and ability to enable naked-eye visualization of wide-field fluorescence allow for the flexibility to adapt to numerous clinical applications and can potentially extend the adoption of fluorescence imaging for intraoperative use.
Collapse
Affiliation(s)
| | - Melanie McWade
- Vanderbilt University, Biophotonics Center, Nashville, Tennessee, United States
| | - Giju Thomas
- Vanderbilt University, Biophotonics Center, Nashville, Tennessee, United States
| | - Bryce T Beddard
- Vanderbilt University, Biophotonics Center, Nashville, Tennessee, United States
| | - Jennifer L Herington
- Vanderbilt University, Department of Pediatrics, Nashville, Tennessee, United States
| | - Bibhash C Paria
- Vanderbilt University, Department of Pediatrics, Nashville, Tennessee, United States
| | - Herbert S Schwartz
- Vanderbilt University Medical Center, Department of Orthopaedic Surgery and Rehabilitation, Nashville, Tennessee, United States
| | - Jennifer L Halpern
- Vanderbilt University Medical Center, Department of Orthopaedic Surgery and Rehabilitation, Nashville, Tennessee, United States
| | - Ginger E Holt
- Vanderbilt University Medical Center, Department of Orthopaedic Surgery and Rehabilitation, Nashville, Tennessee, United States
| | | |
Collapse
|
8
|
Effect of TTC Treatment on Immunohistochemical Quantification of Collagen IV in Rat Brains after Stroke. Transl Stroke Res 2018; 9:499-505. [PMID: 29313240 DOI: 10.1007/s12975-017-0604-9] [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] [Received: 09/15/2017] [Revised: 11/30/2017] [Accepted: 12/27/2017] [Indexed: 12/21/2022]
Abstract
Although used extensively in stroke research, there is limited knowledge of how 2, 3, 5-triphenyltetrazolium chloride (TTC)-treated rat brain sections are altered and if they can be used for immunohistochemical quantification after staining with TTC. In the present study, we hypothesized that TTC treatment (TTC+) would not interfere with collagen IV immunohistochemical staining compared with non-TTC-treated (TTC-) brain slices. We further hypothesized that there would be no difference in autofluorescence or nonspecific secondary antibody fluorescence between TTC+ and TTC- brain slices. Coronal brain sections of male Wistar rats (n = 5/group) were either treated with TTC or not after middle cerebral artery occlusion or sham surgery, and processed for immunohistochemical staining with mouse anti-collagen IV as the primary antibody, and goat anti-IgM as the secondary antibody. Four images were taken in the cerebral cortex of the contralateral side of infarction in each brain slice using an Olympus BX50 fluorescence microscope, and average intensity of the entire image was quantified using the Metamorph software. Compared with TTC- brain slices, TTC+ brain slices showed a significantly lower autofluorescence (P < 0.05), but was unchanged for nonspecific secondary antibody fluorescence. In addition, TTC+ brain slices had similar collagen IV staining intensity compared with TTC- brain slices. These results demonstrate that TTC+ brain slices are usable for immunohistochemical quantification.
Collapse
|
9
|
Riew TR, Kim HL, Choi JH, Jin X, Shin YJ, Lee MY. Progressive accumulation of autofluorescent granules in macrophages in rat striatum after systemic 3-nitropropionic acid: a correlative light- and electron-microscopic study. Histochem Cell Biol 2017; 148:517-528. [PMID: 28597061 DOI: 10.1007/s00418-017-1589-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2017] [Indexed: 01/10/2023]
Abstract
A variety of tissue biomolecules and intracellular structures are known to be autofluorescent. However, autofluorescent signals in brain tissues often confound analysis of the fluorescent markers used for immunohistochemistry. While investigating tissue and cellular pathologies induced by 3-nitropropionic acid, a mitochondrial toxin selective for striatal neurons, we encountered many autofluorescent signals confined to the lesion core. These structures were excited by blue (wavelength = 488 nm) and yellow-orange (555 nm), but not by red (639 nm) or violet (405 nm) lasers, indicating that this autofluorescence overlaps with the emission spectra of commonly used fluorophores. Almost all of the autofluorescence was localized in activated microglia/macrophages, while reactive astrocytes emitted no detectable autofluorescence. Amoeboid brain macrophages filled with autofluorescent granules revealed very weak expression of the microglial marker, ionized calcium-binding adaptor molecule 1 (Iba1), while activated microglia with evident processes and intense Iba1 immunoreactivity contained scant autofluorescent granules. In addition, immunolabeling with two lysosomal markers, ED1/CD68 and lysosomal-associated membrane protein 1, showed a pattern complementary with autofluorescent signals in activated microglia/macrophages, implying that the autofluorescent structures reside within cytoplasm free of intact lysosomes. A correlative light- and electron-microscopic approach finally revealed the ultrastructural identity of the fluorescent granules, most of which matched to clusters of lipofuscin-like inclusions with varying morphology. Thus, autofluorescence in the damaged brain may reflect the presence of lipofuscin-laden brain macrophages, which should be taken into account when verifying any fluorescent signals that are likely to be correlated with activated microglia/macrophages after brain insults.
Collapse
Affiliation(s)
- Tae-Ryong Riew
- Department of Anatomy, Catholic Neuroscience Institute, Cell Death Disease Research Center, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06501, Republic of Korea
| | - Hong Lim Kim
- Integrative Research Support Center, Laboratory of Electron Microscope, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jeong-Heon Choi
- Department of Anatomy, Catholic Neuroscience Institute, Cell Death Disease Research Center, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06501, Republic of Korea
| | - Xuyan Jin
- Department of Anatomy, Catholic Neuroscience Institute, Cell Death Disease Research Center, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06501, Republic of Korea
| | - Yoo-Jin Shin
- Department of Anatomy, Catholic Neuroscience Institute, Cell Death Disease Research Center, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06501, Republic of Korea
| | - Mun-Yong Lee
- Department of Anatomy, Catholic Neuroscience Institute, Cell Death Disease Research Center, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06501, Republic of Korea.
| |
Collapse
|
10
|
Anand S, Cicchi R, Giordano F, Conti V, Buccoliero AM, Guerrini R, Pavone FS. Multimodal fiber-probe spectroscopy allows detecting epileptogenic focal cortical dysplasia in children. JOURNAL OF BIOPHOTONICS 2017; 10:896-904. [PMID: 28067998 DOI: 10.1002/jbio.201600136] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Revised: 12/03/2016] [Accepted: 12/07/2016] [Indexed: 06/06/2023]
Abstract
We evaluated the diagnostic capability of a multimodal spectroscopic approach for classifying normal brain tissue and epileptogenic focal cortical dysplasia in children. We employed fluorescence spectroscopy at two excitation wavelengths (378 nm and 445 nm) and Raman spectroscopy (at 785 nm excitation) for acquiring fluorescence and Raman spectra from 10 normal brains, 16 focal cortical dysplasia specimens and 1 cortical tuber tissue sites using a custom-built multimodal optical point spectroscopic system. We used principal component analysis combined with leave-one-sample-out-cross-validation for tissue classification. The study resulted in 100% sensitivity and 90% specificity using the information obtained from fluorescence at two distinct wavelengths and Raman spectroscopy for discriminating normal brain tissue and focal cortical dysplasia. Our results demonstrate that this methodology has the potential to be applied clinically for the detection of focal cortical dysplasia and can help to improve as precise as possible surgical resection of the dysplastic tissue during surgery for epilepsy. Schematic draw of the experimental setup used for fiber-probe spectroscopy.
Collapse
Affiliation(s)
- Suresh Anand
- National Institute of Optics-National Research Council (INO-CNR), Via Nello Carrara 1, 50019, Sesto Fiorentino, Italy
- European Laboratory for Non-Linear Spectroscopy (LENS), University of Florence, Via Nello Carrara 1, 50019, Sesto Fiorentino, Italy
| | - Riccardo Cicchi
- National Institute of Optics-National Research Council (INO-CNR), Via Nello Carrara 1, 50019, Sesto Fiorentino, Italy
- European Laboratory for Non-Linear Spectroscopy (LENS), University of Florence, Via Nello Carrara 1, 50019, Sesto Fiorentino, Italy
| | - Flavio Giordano
- Division of Neurosurgery, Department of Neuroscience I, Anna Meyer Children's Hospital, University of Florence, Viale Pieraccini 24, 50141, Florence, Italy
| | - Valerio Conti
- Pediatric Neurology, Neurogenetics and Neurobiology Unit and Laboratories, Neuroscience Department, Anna Meyer Children's Hospital, University of Florence, Viale Pieraccini 24, 50139, Florence, Italy
| | - Anna Maria Buccoliero
- Division of Pathology, Anna Meyer Children's Hospital, University of Florence, Viale Pieraccini 24, 50139, Florence, Italy
| | - Renzo Guerrini
- Pediatric Neurology, Neurogenetics and Neurobiology Unit and Laboratories, Neuroscience Department, Anna Meyer Children's Hospital, University of Florence, Viale Pieraccini 24, 50139, Florence, Italy
| | - Francesco Saverio Pavone
- National Institute of Optics-National Research Council (INO-CNR), Via Nello Carrara 1, 50019, Sesto Fiorentino, Italy
- European Laboratory for Non-Linear Spectroscopy (LENS), University of Florence, Via Nello Carrara 1, 50019, Sesto Fiorentino, Italy
- Department of Physics, University of Florence, Via Giovanni Sansone 1, 50019, Sesto Fiorentino, Italy
| |
Collapse
|
11
|
Je KH, Ryu WS, Lee SK, Kim EJ, Kim JY, Jang HJ, Park JE, Nahrendorf M, Schellingerhout D, Kim DE. Green-channel autofluorescence imaging: A novel and sensitive technique to delineate infarcts. J Neurosci Methods 2017; 279:22-32. [PMID: 28104485 DOI: 10.1016/j.jneumeth.2017.01.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 01/08/2017] [Accepted: 01/10/2017] [Indexed: 10/20/2022]
Abstract
BACKGROUND We have found that infarcted brain regions exhibit green channel autofluorescence (GCAF). Here, we compare ex vivo GCAF-imaging with 2,3,5-triphenylteterazolium chloride (TTC)-staining. NEW METHOD C57BL/6 mice (n=120) underwent GCAF-imaging after transient or permanent middle cerebral artery occlusion (tMCAO or pMCAO). COMPARISON WITH EXISTING METHODS TTC-staining may not reflect subtle ischemic injury. TTC-stained tissues, when reused, are prone to processing artifacts related to prior TTC-staining. GCAF imaging requires little experimental manipulation of animals and brain tissues, and allows for more consistent measurements of infarct volume and reliable reuse of the fresh unstained tissues. RESULTS Lesion volumes measured at 24-h after 1-h tMCAO by using GCAF-images were similar to those using TTC-staining: 87.6±13.6mm3 vs. 83.8±12.8mm3 in 1mm-thick sections (n=9 mice, 10 slices/mouse, p=0.88; Pearson's r=0.91, p<0.001) and 75.1±7.6mm3 vs. 73.6±6.7mm3 in 2 mm-thick sections (n=9 mice, 5 slices/mouse, p=0.99; Pearson's r=0.87, p<0.001), respectively. In serial ex vivo imaging performed at 1, 2, 3, 6, 12, and 24-h after tMCAO, GCAF-imaging correlated well with TTC-staining at all time-points. In the pMCAO model however, the correlation was strong at later time-points (6-24-h); but at time points up to 3-h, GCAF-imaging was more sensitive than TTC-staining to detect ischemic areas, as verified by histology, where ischemic damage was observed in the GCAF-positive areas of the cerebral cortex and striatum, even in the face of normal TTC-staining. CONCLUSION GCAF-imaging is a reliable alternative to TTC-staining in the qualitative and quantitative assessments of focal brain ischemia, and more sensitive for detecting early ischemic damage in pMCAO.
Collapse
Affiliation(s)
- Kang-Hoon Je
- Molecular Imaging and Neurovascular Research (MINER) Laboratory, Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Wi-Sun Ryu
- Molecular Imaging and Neurovascular Research (MINER) Laboratory, Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Su-Kyoung Lee
- Molecular Imaging and Neurovascular Research (MINER) Laboratory, Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Eo Jin Kim
- Department of Pathology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Jeong-Yeon Kim
- Molecular Imaging and Neurovascular Research (MINER) Laboratory, Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Hee Jeong Jang
- Molecular Imaging and Neurovascular Research (MINER) Laboratory, Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Jung E Park
- Molecular Imaging and Neurovascular Research (MINER) Laboratory, Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Matthias Nahrendorf
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dawid Schellingerhout
- Departments of Radiology and Cancer Systems Imaging, University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Dong-Eog Kim
- Molecular Imaging and Neurovascular Research (MINER) Laboratory, Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Republic of Korea.
| |
Collapse
|
12
|
Vasefi F, MacKinnon N, Farkas DL, Kateb B. Review of the potential of optical technologies for cancer diagnosis in neurosurgery: a step toward intraoperative neurophotonics. NEUROPHOTONICS 2017; 4:011010. [PMID: 28042588 PMCID: PMC5184765 DOI: 10.1117/1.nph.4.1.011010] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2016] [Accepted: 11/07/2016] [Indexed: 05/06/2023]
Abstract
Advances in image-guided therapy enable physicians to obtain real-time information on neurological disorders such as brain tumors to improve resection accuracy. Image guidance data include the location, size, shape, type, and extent of tumors. Recent technological advances in neurophotonic engineering have enabled the development of techniques for minimally invasive neurosurgery. Incorporation of these methods in intraoperative imaging decreases surgical procedure time and allows neurosurgeons to find remaining or hidden tumor or epileptic lesions. This facilitates more complete resection and improved topology information for postsurgical therapy (i.e., radiation). We review the clinical application of recent advances in neurophotonic technologies including Raman spectroscopy, thermal imaging, optical coherence tomography, and fluorescence spectroscopy, highlighting the importance of these technologies in live intraoperative tissue mapping during neurosurgery. While these technologies need further validation in larger clinical trials, they show remarkable promise in their ability to help surgeons to better visualize the areas of abnormality and enable safe and successful removal of malignancies.
Collapse
Affiliation(s)
- Fartash Vasefi
- Spectral Molecular Imaging Inc., 13412 Ventura Boulevard, Suite 250, Sherman Oaks, California 91423, United States
- Brain Mapping Foundation, 8159 Santa Monica Boulevard, Suite 200, West Hollywood, California 90046, United States
- Society for Brain Mapping and Therapeutics (SBMT), 8159 Santa Monica Boulevard, Suite 200, West Hollywood, California 90046, United States
| | - Nicholas MacKinnon
- Spectral Molecular Imaging Inc., 13412 Ventura Boulevard, Suite 250, Sherman Oaks, California 91423, United States
| | - Daniel L. Farkas
- Spectral Molecular Imaging Inc., 13412 Ventura Boulevard, Suite 250, Sherman Oaks, California 91423, United States
- University of Southern California, Department of Biomedical Engineering, 1042 Downey Way, Los Angeles, California 90089, United States
| | - Babak Kateb
- Brain Mapping Foundation, 8159 Santa Monica Boulevard, Suite 200, West Hollywood, California 90046, United States
- Society for Brain Mapping and Therapeutics (SBMT), 8159 Santa Monica Boulevard, Suite 200, West Hollywood, California 90046, United States
- California Neurosurgical Institute, 25751 McBean Pkwy #305, Santa Clarita, California 91355, United States
- National Center for Nano-Bio-Electronics (NCNBE), NASA Research Park, P.O.Box 23, Moffett Field, California 94035, United States
| |
Collapse
|
13
|
Real time optical Biopsy: Time-resolved Fluorescence Spectroscopy instrumentation and validation. Sci Rep 2016; 6:38190. [PMID: 27929039 PMCID: PMC5144092 DOI: 10.1038/srep38190] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Accepted: 10/26/2016] [Indexed: 11/08/2022] Open
Abstract
The Time-resolved fluorescence spectroscopy (TR-FS) has the potential to differentiate tumor and normal tissue in real time during surgical excision. In this manuscript, we describe the design of a novel TR-FS device, along with preliminary data on detection accuracy for fluorophores in a mixture. The instrument is capable of near real-time fluorescence lifetime acquisition in multiple spectral bands and analysis. It is also able to recover fluorescence lifetime with sub-20ps accuracy as validated with individual organic fluorescence dyes and dye mixtures yielding lifetime values for standard fluorescence dyes that closely match with published data. We also show that TR-FS is able to quantify the relative concentration of fluorescence dyes in a mixture by the unmixing of lifetime decays. We show that the TR-FS prototype is able to identify in near-real time the concentrations of dyes in a complex mixture based on previously trained data. As a result, we demonstrate that in complex mixtures of fluorophores, the relative concentration information is encoded in the fluorescence lifetime across multiple spectral bands. We show for the first time the temporal and spectral measurements of a mixture of fluorochromes and the ability to differentiate relative concentrations of each fluorochrome mixture in real time.
Collapse
|
14
|
Markwardt NA, Haj-Hosseini N, Hollnburger B, Stepp H, Zelenkov P, Rühm A. 405 nm versus 633 nm for protoporphyrin IX excitation in fluorescence-guided stereotactic biopsy of brain tumors. JOURNAL OF BIOPHOTONICS 2016; 9:901-12. [PMID: 26564058 DOI: 10.1002/jbio.201500195] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 10/29/2015] [Accepted: 10/29/2015] [Indexed: 05/23/2023]
Abstract
Fluorescence diagnosis may be used to improve the safety and reliability of stereotactic brain tumor biopsies using biopsy needles with integrated fiber optics. Based on 5-aminolevulinic-acid-induced protoporphyrin IX (PpIX) fluorescence, vital tumor tissue can be localized in vivo during the excision procedure to reduce the number of necessary samples for a reliable diagnosis. In this study, the practical suitability of two different PpIX excitation wavelengths (405 nm, 633 nm) was investigated on optical phantoms. Violet excitation at 405 nm provides a 50-fold higher sensitivity for the bulk tumor; this factor increases up to 100 with decreasing fluorescent volume as shown by ray tracing simulations. Red excitation at 633 nm, however, is noticeably superior with regard to blood layers obscuring the fluorescence. Experimental results on the signal attenuation through blood layers of well-defined thicknesses could be confirmed by ray tracing simulations. Typical interstitial fiber probe measurements were mimicked on agarose-gel phantoms. Even in direct contact, blood layers of 20-40 µm between probe and tissue must be expected, obscuring 405-nm-excited PpIX fluorescence almost completely, but reducing the 633-nm-excited signal only by 25.5%. Thus, 633 nm seems to be the wavelength of choice for PpIX-assisted detection of high-grade gliomas in stereotactic biopsy. PpIX signal attenuation through clinically relevant blood layers for 405 nm (violet) and 633 nm (red) excitation.
Collapse
Affiliation(s)
- Niklas A Markwardt
- Laser-Forschungslabor, LIFE-Zentrum, Klinikum der Universität München, Munich, Germany.
| | - Neda Haj-Hosseini
- Department of Biomedical Engineering, Linköping University, Linköping, Sweden
| | - Bastian Hollnburger
- Laser-Forschungslabor, LIFE-Zentrum, Klinikum der Universität München, Munich, Germany
| | - Herbert Stepp
- Laser-Forschungslabor, LIFE-Zentrum, Klinikum der Universität München, Munich, Germany
| | | | - Adrian Rühm
- Laser-Forschungslabor, LIFE-Zentrum, Klinikum der Universität München, Munich, Germany
| |
Collapse
|
15
|
Haidar DA, Leh B, Zanello M, Siebert R. Spectral and lifetime domain measurements of rat brain tumors. BIOMEDICAL OPTICS EXPRESS 2015; 6:1219-33. [PMID: 25909006 PMCID: PMC4399661 DOI: 10.1364/boe.6.001219] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Revised: 02/20/2015] [Accepted: 02/22/2015] [Indexed: 05/12/2023]
Abstract
During glioblastoma surgery, delineation of the brain tumor margins is difficult because the infiltrated and normal tissues have the same visual appearance. We use a fiber-optical fluorescence probe for spectroscopic and time domain measurements to assist surgeon in differentiating the healthy and the infiltrated tissues. First study was performed on rats that were previously injected with tumorous cells. Measurements of endogenous tissue fluorescence were performed on fresh and fixed rat tumor brain slices. Spectral characteristics, fluorescence redox ratios and fluorescence lifetime measurements were analyzed. The study aimed at defining an optical index that can act as an indicator for discriminating healthy from tumorous tissue.
Collapse
Affiliation(s)
- D. Abi Haidar
- Laboratoire IMNC, UMR 8165, F-91405 Orsay,
France
- Université Paris 7, F-75012 Paris,
France
| | - B. Leh
- Laboratoire IMNC, UMR 8165, F-91405 Orsay,
France
| | - M. Zanello
- Laboratoire IMNC, UMR 8165, F-91405 Orsay,
France
- Neurosurgery Department, Centre Hospitalier Sainte-Anne, Paris,
France
| | - R. Siebert
- Laboratoire IMNC, UMR 8165, F-91405 Orsay,
France
| |
Collapse
|
16
|
Zou P, Zhao Y, Douglass AD, Hochbaum DR, Brinks D, Werley CA, Harrison DJ, Campbell RE, Cohen AE. Bright and fast multicoloured voltage reporters via electrochromic FRET. Nat Commun 2014; 5:4625. [PMID: 25118186 PMCID: PMC4134104 DOI: 10.1038/ncomms5625] [Citation(s) in RCA: 139] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Accepted: 07/08/2014] [Indexed: 12/20/2022] Open
Abstract
Genetically encoded fluorescent reporters of membrane potential promise to reveal aspects of neural function not detectable by other means. We present a palette of multi-colored brightly fluorescent genetically encoded voltage indicators with sensitivities from 8 – 13% ΔF/F per 100 mV, and half-maximal response times from 4 – 7 ms. A fluorescent protein is fused to an Archaerhodopsin-derived voltage sensor. Voltage-induced shifts in the absorption spectrum of the rhodopsin lead to voltage-dependent nonradiative quenching of the appended fluorescent protein. Through a library screen, we identify linkers and fluorescent protein combinations which report neuronal action potentials in cultured rat hippocampal neurons with a single-trial signal-to-noise ratio from 7 to 9 in a 1 kHz imaging bandwidth at modest illumination intensity. The freedom to choose a voltage indicator from an array of colors facilitates multicolor voltage imaging, as well as combination with other optical reporters and optogenetic actuators.
Collapse
Affiliation(s)
- Peng Zou
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138
| | - Yongxin Zhao
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada, T6G 2G2
| | - Adam D Douglass
- Department of Neurobiology and Anatomy, University of Utah, Salt Lake City, UT 84132
| | - Daniel R Hochbaum
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138
| | - Daan Brinks
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138
| | - Christopher A Werley
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138
| | - D Jed Harrison
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada, T6G 2G2
| | - Robert E Campbell
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada, T6G 2G2
| | - Adam E Cohen
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138.,Howard Hughes Medical Institute
| |
Collapse
|
17
|
Sivaramakrishnan A, Graupe D. Brain tumor demarcation by applying a LAMSTAR neural network to spectroscopy data. Neurol Res 2013; 26:613-21. [PMID: 15327750 DOI: 10.1179/016164104225017802] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
The application of optical spectroscopy for intra-operatively delineating brain tumors has been studied in this paper. The classification of tissue as normal, tumor and boundary is done using the LAMSTAR neural network (NN). The objective is to combine both fluorescence and reflectance as attributes to be used for the demarcation, thus giving the identification greater specificity and sensitivity. The input word has seven sub-words, five with autofluorescence parameters and two with reflectance values. The mean and standard deviation for the fluorescence parameters that were used for setting the weights of the NN were obtained from previous work. The reflectance value was used with the fluorescence parameters through a two-step discrimination algorithm. The neural network was trained with 10 sets of each tumor, normal and boundary type of tissue parameters. The network was then tested with 15 complete input sets and 10 incomplete sets for the identification. A 100% success rate was obtained for the complete testing sets and 80% for the incomplete ones. The most significant self-organizing map layers of the network were also identified for each decision. A sensitivity of 97.1% and specificity of 94.73% were achieved, which is much higher than earlier published results of 89 and 76%, respectively.
Collapse
|
18
|
Li Y, Rey-Dios R, Roberts DW, Valdés PA, Cohen-Gadol AA. Intraoperative fluorescence-guided resection of high-grade gliomas: a comparison of the present techniques and evolution of future strategies. World Neurosurg 2013; 82:175-85. [PMID: 23851210 DOI: 10.1016/j.wneu.2013.06.014] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2012] [Revised: 04/15/2013] [Accepted: 06/29/2013] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Fluorescence guidance has a demonstrated potential in maximizing the extent of high-grade glioma resection. Different fluorophores (fluorescent biomarkers), including 5-aminolevulinic acid (5-ALA) and fluorescein, have been examined with the use of several imaging techniques. Our goal was to review the state of this technology and discuss strategies for more widespread adoption. METHODS We performed a Medline search using the key words "fluorescence," "intraoperative fluorescence-guided resection," "intraoperative image-guided resection," and "brain glioma" for articles from 1960 until the present. This initial search revealed 267 articles. Each abstract and article was reviewed and the reference lists from select articles were further evaluated for relevance. A total of 64 articles included information about the role of fluorescence in resection of high-grade gliomas and therefore were selectively included for our analysis. RESULTS 5-ALA and fluorescein sodium have shown promise as fluorescent markers in detecting residual tumor intraoperatively. These techniques have demonstrated a significant increase in the extent of tumor resection. Regulatory barriers have limited the use of 5-ALA and technological challenges have restricted the use of fluorescein and its derivatives in the United States. Limitations to this technology currently exist, such as the fact that fluorescence at tumor margins is not always reliable for identification of tumor-brain interface. CONCLUSIONS These techniques are safe and effective for increasing gross total resection. The development of more tumor-specific fluorophores is needed to resolve problems with subjective interpretation of fluorescent signal at tumor margins. Techniques such as quantum dots and polymer or iron oxide-based nanoparticles have shown promise as potential future tools.
Collapse
Affiliation(s)
- Yiping Li
- Goodman Campbell Brain and Spine, Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Roberto Rey-Dios
- Department of Neurosurgery, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - David W Roberts
- Section of Neurosurgery, Department of Surgery, Dartmouth Medical School, Lebanon, New Hampshire, USA; Dartmouth Medical School, Hanover, New Hampshire, USA
| | - Pablo A Valdés
- Section of Neurosurgery, Department of Surgery, Dartmouth Medical School, Lebanon, New Hampshire, USA; Dartmouth Medical School, Hanover, New Hampshire, USA
| | - Aaron A Cohen-Gadol
- Goodman Campbell Brain and Spine, Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, Indiana, USA.
| |
Collapse
|
19
|
Liu Q, Grant G, Li J, Zhang Y, Hu F, Li S, Wilson C, Chen K, Bigner D, Vo-Dinh T. Compact point-detection fluorescence spectroscopy system for quantifying intrinsic fluorescence redox ratio in brain cancer diagnostics. JOURNAL OF BIOMEDICAL OPTICS 2011; 16:037004. [PMID: 21456877 PMCID: PMC3173890 DOI: 10.1117/1.3558840] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2010] [Accepted: 02/03/2011] [Indexed: 05/20/2023]
Abstract
We report the development of a compact point-detection fluorescence spectroscopy system and two data analysis methods to quantify the intrinsic fluorescence redox ratio and diagnose brain cancer in an orthotopic brain tumor rat model. Our system employs one compact cw diode laser (407 nm) to excite two primary endogenous fluorophores, reduced nicotinamide adenine dinucleotide, and flavin adenine dinucleotide. The spectra were first analyzed using a spectral filtering modulation method developed previously to derive the intrinsic fluorescence redox ratio, which has the advantages of insensitivity to optical coupling and rapid data acquisition and analysis. This method represents a convenient and rapid alternative for achieving intrinsic fluorescence-based redox measurements as compared to those complicated model-based methods. It is worth noting that the method can also extract total hemoglobin concentration at the same time but only if the emission path length of fluorescence light, which depends on the illumination and collection geometry of the optical probe, is long enough so that the effect of absorption on fluorescence intensity due to hemoglobin is significant. Then a multivariate method was used to statistically classify normal tissues and tumors. Although the first method offers quantitative tissue metabolism information, the second method provides high overall classification accuracy. The two methods provide complementary capabilities for understanding cancer development and noninvasively diagnosing brain cancer. The results of our study suggest that this portable system can be potentially used to demarcate the elusive boundary between a brain tumor and the surrounding normal tissue during surgical resection.
Collapse
Affiliation(s)
- Quan Liu
- Nanyang Technological University, School of Chemical and Biomedical Engineering, Singapore, Singapore
| | | | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Butte PV, Mamelak AN, Nuno M, Bannykh SI, Black KL, Marcu L. Fluorescence lifetime spectroscopy for guided therapy of brain tumors. Neuroimage 2011; 54 Suppl 1:S125-35. [PMID: 21055475 PMCID: PMC3335732 DOI: 10.1016/j.neuroimage.2010.11.001] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Revised: 10/27/2010] [Accepted: 11/01/2010] [Indexed: 11/30/2022] Open
Abstract
This study evaluates the potential of time-resolved laser induced fluorescence spectroscopy (TR-LIFS) as intra-operative tool for the delineation of brain tumor from normal brain. Forty two patients undergoing glioma (WHO grade I-IV) surgery were enrolled in this study. A TR-LIFS prototype apparatus (gated detection, fast digitizer) was used to induce in-vivo fluorescence using a pulsed N2 laser (337 nm excitation, 0.7 ns pulse width) and to record the time-resolved spectrum (360-550 nm range, 10 nm interval). The sites of TR-LIFS measurement were validated by conventional histopathology (H&E staining). Parameters derived from the TR-LIFS data including intensity values and time-resolved intensity decay features (average fluorescence lifetime and Laguerre coefficients values) were used for tissue characterization and classification. 71 areas of tumor and normal brain were analyzed. Several parameters allowed for the differentiation of distinct tissue types. For example, normal cortex (N=35) and normal white matter (N=12) exhibit a longer-lasting fluorescence emission at 390 nm (τ390=2.12±0.10 ns) when compared with 460 nm (τ460=1.16±0.08 ns). High grade glioma (grades III and IV) samples (N=17) demonstrate emission peaks at 460 nm, with large variation at 390 nm while low grade glioma (I and II) samples (N=7) demonstrated a peak fluorescence emission at 460 nm. A linear discriminant algorithm allowed for the classification of low-grade gliomas with 100% sensitivity and 98% specificity. High-grade glioma demonstrated a high degree of heterogeneity thus reducing the discrimination accuracy of these tumors to 47% sensitivity and 94% specificity. Current findings demonstrate that TR-LIFS holds the potential to diagnose brain tumors intra-operatively and to provide a valuable tool for aiding the neurosurgeon-neuropathologist team in to rapidly distinguish between tumor and normal brain during surgery.
Collapse
Affiliation(s)
- Pramod V. Butte
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA – 90048
| | - Adam N. Mamelak
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA – 90048
| | - Miriam Nuno
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA – 90048
| | - Serguei I. Bannykh
- Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, CA – 90048
| | - Keith L. Black
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA – 90048
| | - Laura Marcu
- Biomedical Engineering, University of California, Davis, CA – 95616
| |
Collapse
|
21
|
Ando T, Kobayashi E, Liao H, Maruyama T, Muragaki Y, Iseki H, Kubo O, Sakuma I. Precise comparison of protoporphyrin IX fluorescence spectra with pathological results for brain tumor tissue identification. Brain Tumor Pathol 2010; 28:43-51. [DOI: 10.1007/s10014-010-0002-4] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2010] [Accepted: 07/13/2010] [Indexed: 11/28/2022]
|
22
|
Sun Y, Hatami N, Yee M, Phipps J, Elson DS, Gorin F, Schrot RJ, Marcu L. Fluorescence lifetime imaging microscopy for brain tumor image-guided surgery. JOURNAL OF BIOMEDICAL OPTICS 2010; 15:056022. [PMID: 21054116 PMCID: PMC2966493 DOI: 10.1117/1.3486612] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2010] [Revised: 08/10/2010] [Accepted: 08/12/2010] [Indexed: 05/20/2023]
Abstract
We demonstrate for the first time the application of an endoscopic fluorescence lifetime imaging microscopy (FLIM) system to the intraoperative diagnosis of glioblastoma multiforme (GBM). The clinically compatible FLIM prototype integrates a gated (down to 0.2 ns) intensifier imaging system with a fiber-bundle (fiber image guide of 0.5 mm diameter, 10,000 fibers with a gradient index lens objective 0.5 NA, and 4 mm field of view) to provide intraoperative access to the surgical field. Experiments conducted in three patients undergoing craniotomy for tumor resection demonstrate that FLIM-derived parameters allow for delineation of tumor from normal cortex. For example, at 460±25-nm wavelength band emission corresponding to NADH/NADPH fluorescence, GBM exhibited a weaker fluorescence intensity (35% less, p-value<0.05) and a longer lifetime τGBM-Amean=1.59±0.24 ns than normal cortex τNC-Amean=1.28±0.04 ns (p-value<0.005). Current results demonstrate the potential use of FLIM as a tool for image-guided surgery of brain tumors.
Collapse
Affiliation(s)
- Yinghua Sun
- University of California, Davis, Department of Biomedical Engineering, Davis, California 95616, USA
| | | | | | | | | | | | | | | |
Collapse
|
23
|
Butte PV, Fang Q, Jo JA, Yong WH, Pikul BK, Black KL, Marcu L. Intraoperative delineation of primary brain tumors using time-resolved fluorescence spectroscopy. JOURNAL OF BIOMEDICAL OPTICS 2010; 15:027008. [PMID: 20459282 PMCID: PMC4171753 DOI: 10.1117/1.3374049] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2009] [Revised: 01/18/2010] [Accepted: 02/09/2010] [Indexed: 05/20/2023]
Abstract
The goal of this study is to determine the potential of time-resolved laser-induced fluorescence spectroscopy (TR-LIFS) as an adjunctive tool for delineation of brain tumor from surrounding normal tissue in order to assist the neurosurgeon in near-complete tumor excision. A time-domain TR-LIFS prototype apparatus (gated photomultiplier detection, fast digitizer) was used for recording tissue autofluorescence in normal cortex (NC), normal white matter (NWM), and various grades of gliomas intraoperatively. Tissue fluorescence was induced with a pulsed nitrogen laser (337 nm, 700 ps), and the intensity decay profiles were recorded in the 360- to 550-nm spectral range (10-nm interval). Histopathological analysis (hematoxylin & eosin) of the biopsy samples taken from the site of TR-LIFS measurements was used for validation of spectroscopic results. Preliminary results on 17 patients demonstrate that normal cortex (N=16) and normal white matter (N=3) show two peaks of fluorescence emission at 390 nm (lifetime=1.8+/-0.3 ns) and 460 nm (lifetime=0.8+/-0.1 ns). The 390-nm emission peak is absent in low-grade glioma (N=5; lifetime=1.1 ns) and reduced in high-grade glioma (N=9; lifetime=1.7+/-0.4 ns). The emission characteristics at 460 nm in all tissues correlated with the nicotinamide adenine dinucleotide fluorescence (peak: 440 to 460 nm; lifetime: 0.8 to 1.0 ns). These findings demonstrate the potential of using TR-LIFS as a tool for enhanced delineation of brain tumors during surgery. In addition, this study evaluates similarities and differences between TR-LIFS signatures of brain tumors obtained in vivo and those previously reported in ex vivo brain tumor specimens.
Collapse
Affiliation(s)
- Pramod V Butte
- Cedars-Sinai Medical Center, Department of Neurosurgery, 8631 West 3rd Street, Suite 800E, Los Angeles, California 90048, USA
| | | | | | | | | | | | | |
Collapse
|
24
|
Spanswick SC, Bray D, Zelinski EL, Sutherland RJ. A novel method for reliable nuclear antibody detection in tissue with high levels of pathology-induced autofluorescence. J Neurosci Methods 2009; 185:45-9. [DOI: 10.1016/j.jneumeth.2009.09.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2009] [Revised: 07/17/2009] [Accepted: 09/03/2009] [Indexed: 10/20/2022]
|
25
|
Ebenezar J, Aruna P, Ganesan S. Synchronous fluorescence spectroscopy for the detection and characterization of cervical cancers in vitro. Photochem Photobiol 2009; 86:77-86. [PMID: 19845540 DOI: 10.1111/j.1751-1097.2009.00628.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The objective of this study was to assess the diagnostic potential of synchronous fluorescence (SF) spectroscopy (SFS) technique for the detection and characterization of normal and different malignancy stages of moderately differentiated squamous cell carcinoma (MDSCC), poorly differentiated squamous cell carcinoma (PDSCC) cervical tissues. SF spectra were measured from 45 biopsies from 30 patients in vitro. Characteristic, highly resolved peaks and significant spectral differences between normal and MDSCC, PDSCC cervical tissues were obtained. Nine potential ratios were calculated and used as input variables for a discriminant analysis across different groups. The potentiality of the SFS technique was estimated by two discriminant analyses. Discriminant analysis I performed across normal and abnormal (including MDSCC and PDSCC) cervical tissues classified as 100% both original and the cross-validated grouped cases. In discriminant analysis II performed across the three groups, normal, MDSCC and PDSCC, 100% of both original and the cross-validated grouped cases were correctly classified. Using the SFS technique, one can obtain all the key biochemical markers such as tryptophan, collagen, hemoglobin, reduced form of nicotinamide adenine dinucleotide and flavin adenine dinucleotide in a single scan and hence they can be targeted as tumor markers in the detection of normal from abnormal cervical tissues.
Collapse
Affiliation(s)
- Jeyasingh Ebenezar
- Division of Medical Physics & Lasers, Department of Physics, Anna University, Chennai, India
| | | | | |
Collapse
|
26
|
Saraswathy A, Jayasree R, Baiju K, Gupta AK, Pillai VM. Optimum Wavelength for the Differentiation of Brain Tumor Tissue Using Autofluorescence Spectroscopy. Photomed Laser Surg 2009; 27:425-33. [DOI: 10.1089/pho.2008.2316] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Ariya Saraswathy
- Department of Optoelectronics, University of Kerala, Kariavattom, Trivandrum, Kerala, India
| | - R.S. Jayasree
- Department of Imaging Sciences and Interventional Radiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, Kerala, India
| | - K.V. Baiju
- Department of Statistics, University of Kerala, Kariavattom, Trivandrum, Kerala, India
| | - Arun Kumar Gupta
- Department of Imaging Sciences and Interventional Radiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, Kerala, India
| | - V.P. Mahadevan Pillai
- Department of Optoelectronics, University of Kerala, Kariavattom, Trivandrum, Kerala, India
| |
Collapse
|
27
|
Rydell R, Eker C, Andersson-Engels S, Krogdahl A, Wahlberg P, Svanberg K. Fluorescence investigations to classify malignant laryngeal lesions in vivo. Head Neck 2008; 30:419-26. [DOI: 10.1002/hed.20719] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
|
28
|
|
29
|
Croce AC, Fiorani S, Locatelli D, Nano R, Ceroni M, Tancioni F, Giombelli E, Benericetti E, Bottiroli G. Diagnostic Potential of Autofluorescence for an Assisted Intraoperative Delineation of Glioblastoma Resection Margins¶. Photochem Photobiol 2007. [DOI: 10.1562/0031-8655(2003)0770309dpoafa2.0.co2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
30
|
Marcu L, Jo JA, Butte PV, Yong WH, Pikul BK, Black KL, Thompson RC. Fluorescence Lifetime Spectroscopy of Glioblastoma Multiforme¶. Photochem Photobiol 2007. [DOI: 10.1111/j.1751-1097.2004.tb00055.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
31
|
Chorvat D, Chorvatova A. Spectrally resolved time-correlated single photon counting: a novel approach for characterization of endogenous fluorescence in isolated cardiac myocytes. EUROPEAN BIOPHYSICS JOURNAL: EBJ 2006; 36:73-83. [PMID: 17033778 DOI: 10.1007/s00249-006-0104-4] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2006] [Revised: 08/30/2006] [Accepted: 09/12/2006] [Indexed: 10/24/2022]
Abstract
A new setup for time-resolved fluorescence micro-spectroscopy of cells, based on multi-dimensional time-correlated single photon counting, was designed and tested. Here we demonstrate that the spectrometer allows fast and reproducible measurements of endogenous flavin fluorescence measured directly in living cardiac cells after excitation with visible picosecond laser diodes. Two complementary approaches for the analysis of spectrally- and time-resolved autofluorescence data are presented, comprising the fluorescence decay fitting by exponential series and the time-resolved emission spectroscopy analysis. In isolated cardiac myocytes, we observed three distinct lifetime pools with characteristic lifetime values spanning from picosecond to nanosecond range and the time-dependent red shift of the autofluorescence emission spectra. We compared obtained results to in vitro recordings of free flavin adenine dinucleotide (FAD) and FAD in lipoamide dehydrogenase (LipDH). The developed setup combines the strength of both spectral and fluorescence lifetime analysis and provides a solid base for the study of complex systems with intrinsic fluorescence, such as identification of the individual flavinoprotein components in living cardiac cells. This approach therefore constitutes an important instrumental advancement towards redox fluorimetry of living cardiomyocytes, with the perspective of its applications in the investigation of oxidative metabolic state under pathophysiological conditions, such as ischemia and/or metabolic disorders.
Collapse
|
32
|
Yong WH, Butte PV, Pikul BK, Jo JA, Fang Q, Papaioannou T, Black KL, Marcu L. Distinction of brain tissue, low grade and high grade glioma with time-resolved fluorescence spectroscopy. FRONTIERS IN BIOSCIENCE : A JOURNAL AND VIRTUAL LIBRARY 2006; 11:1255-63. [PMID: 16368511 PMCID: PMC2991156 DOI: 10.2741/1878] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Neuropathology frozen section diagnoses are difficult in part because of the small tissue samples and the paucity of adjunctive rapid intraoperative stains. This study aims to explore the use of time-resolved laser-induced fluorescence spectroscopy as a rapid adjunctive tool for the diagnosis of glioma specimens and for distinction of glioma from normal tissues intraoperatively. Ten low grade gliomas, 15 high grade gliomas without necrosis, 6 high grade gliomas with necrosis and/or radiation effect, and 14 histologically uninvolved "normal" brain specimens are spectroscopicaly analyzed and contrasted. Tissue autofluorescence was induced with a pulsed Nitrogen laser (337 nm, 1.2 ns) and the transient intensity decay profiles were recorded in the 370-500 nm spectral range with a fast digitized (0.2 ns time resolution). Spectral intensities and time-dependent parameters derived from the time-resolved spectra of each site were used for tissue characterization. A linear discriminant analysis diagnostic algorithm was used for tissue classification. Both low and high grade gliomas can be distinguished from histologically uninvolved cerebral cortex and white matter with high accuracy (above 90%). In addition, the presence or absence of treatment effect and/or necrosis can be identified in high grade gliomas. Taking advantage of tissue autofluorescence, this technique facilitates a direct and rapid investigation of surgically obtained tissue.
Collapse
Affiliation(s)
- William H. Yong
- Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, CA 90048
- David Geffen School of Medicine at UCLA, Los Angeles, CA 90048
| | - Pramod V. Butte
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA-90089
- Biophotonic Research and Technology Development, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Brian K. Pikul
- Maxim Dunitz Neurosurgical Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Javier A. Jo
- Biophotonic Research and Technology Development, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Qiyin Fang
- Biophotonic Research and Technology Development, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Thanassis Papaioannou
- Biophotonic Research and Technology Development, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Keith L. Black
- Maxim Dunitz Neurosurgical Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Laura Marcu
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA-90089
- Biophotonic Research and Technology Development, Cedars-Sinai Medical Center, Los Angeles, CA 90048
- Department of Electrical Engineering, University of Southern California, CA 90089
| |
Collapse
|
33
|
Butte PV, Pikul BK, Hever A, Yong WH, Black KL, Marcu L. Diagnosis of meningioma by time-resolved fluorescence spectroscopy. JOURNAL OF BIOMEDICAL OPTICS 2005; 10:064026. [PMID: 16409091 PMCID: PMC2981341 DOI: 10.1117/1.2141624] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
We investigate the use of time-resolved laser-induced fluorescence spectroscopy (TR-LIFS) as an adjunctive tool for the intraoperative rapid evaluation of tumor specimens and delineation of tumor from surrounding normal tissue. Tissue autofluorescence is induced with a pulsed nitrogen laser (337 nm, 1.2 ns) and the intensity decay profiles are recorded in the 370 to 500 nm spectral range with a fast digitizer (0.2 ns resolution). Experiments are conducted on excised specimens (meningioma, dura mater, cerebral cortex) from 26 patients (97 sites). Spectral intensities and time-dependent parameters derived from the time-resolved spectra of each site are used for tissue characterization. A linear discriminant analysis algorithm is used for tissue classification. Our results reveal that meningioma is characterized by unique fluorescence characteristics that enable discrimination of tumor from normal tissue with high sensitivity (>89%) and specificity (100%). The accuracy of classification is found to increase (92.8% cases in the training set and 91.8% in the cross-validated set correctly classified) when parameters from both the spectral and the time domain are used for discrimination. Our findings establish the feasibility of using TR-LIFS as a tool for the identification of meningiomas and enables further development of real-time diagnostic tools for analyzing surgical tissue specimens of meningioma or other brain tumors.
Collapse
Affiliation(s)
- Pramod V Butte
- University of Southern California, Department of Biomedical Engineering, Los Angeles, California 90089, USA
| | | | | | | | | | | |
Collapse
|
34
|
Abstract
Biological luminescence stimulated by optical excitation results in signals which are characteristic of the host tissue. The spectrum of the emitted light, the intensity, and the excited state lifetimes are modified as the result of disease or by activation through addition of cell selective phosphors. There is an opportunity to identify diseased tissue both by the spectral signals from activators or, in some cases, by the differences of the natural luminescence responses. For practical reasons, defined by the sensitivity range of standard luminescence detectors, much of the current work has focussed on the short wavelength emissions driven by laser activation. However, the techniques are poised to undergo a dramatic expansion in scope with the advent of higher sensitivity photocathodes with high efficiency responses at long wavelengths. It is now possible to utilise a greater range of emission features with improved discrimination. Further, movement to longer wavelength excitation, and emission, open the way to probe deeper beneath the surface of tissue. The current overview will focus on recent examples from detection of cancer to tooth caries and indicate how the non-destructive luminescence probes can distinguish between tissue changes at an early stage of development.
Collapse
|
35
|
Diagaradjane P, Yaseen MA, Yu J, Wong MS, Anvari B. Autofluorescence characterization for the early diagnosis of neoplastic changes in DMBA/TPA-induced mouse skin carcinogenesis. Lasers Surg Med 2005; 37:382-95. [PMID: 16240416 DOI: 10.1002/lsm.20248] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND AND OBJECTIVE Squamous cell carcinoma (SCC), the second most common skin cancer, usually remains confined to the epidermis for some time but eventually penetrates the underlying tissues, if left untreated. The non-invasive early detection of the SCC is important for appropriate therapeutic strategies. In this study, we aim to characterize the tissue transformation in DMBA/TPA induced mouse skin tumor model using autofluorescence excitation emission matrix (EEM) in conjunction with a multivariate statistical method for early detection of the neoplastic changes. STUDY DESIGN/MATERIALS AND METHODS The fluorescence EEM from experimental group (n = 40; DMBA/TPA application), control group (n = 6; acetone application), and the blank group (n = 6; no application of DMBA/TPA or acetone) were measured every week using a spectrofluorometer coupled with a fiber optic bundle. The EEM was recorded at excitation wavelengths from 280 to 460 nm at 10 nm intervals and the fluorescence emission was scanned from 300 to 750 nm. The fluorescence emission characteristics corresponding to different fluorophores were extracted from the EEM and the spectral data were used in a multiple/linear discriminant statistical algorithm. RESULTS The changes in the fluorescence emission intensity were observed as early as the 1st week of tumor initiation by DMBA. Morphological changes as well as differences in the gross appearance of the skin surface were observed during the entire tumor initiation and promotion period of 15 weeks. The statistical analysis was performed for each excitation wavelength in the EEM and better classification accuracy was obtained for 280 and 410 nm excitations, corresponding to tryptophan and endogenous porphyrins, respectively. The statistical analysis of the combination wavelengths resulted in 11.6% increase in the overall classification accuracy when compared to the highest classification accuracy obtained with single wavelength analysis. CONCLUSION The intensity ratio mapping using the combination of emission intensities of key fluorophores such as tryptophan, collagen, NADH, and endogenous porphyrins from the measured EEM in conjunction with a simple multivariate statistical analysis can be used as a potential tool for the discrimination of early neoplastic changes with improved classification accuracy. Tryptophan and endogenous porphyrins may be used as biomarkers for the discrimination of early neoplastic changes when single wavelength excitations are used.
Collapse
|
36
|
Marcu L, Jo JA, Butte PV, Yong WH, Pikul BK, Black KL, Thompson RC. Fluorescence lifetime spectroscopy of glioblastoma multiforme. Photochem Photobiol 2004; 80:98-103. [PMID: 15339216 DOI: 10.1562/2003-12-09-ra-023.1] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Fluorescence spectroscopy of the endogenous emission of brain tumors has been researched as a potentially important method for the intraoperative localization of brain tumor margins. We investigated the use of time-resolved, laser-induced fluorescence spectroscopy for demarcation of primary brain tumors by studying the time-resolved spectra of gliomas. The fluorescence of human brain samples (glioblastoma multiforme, cortex and white matter: six patients, 23 sites) was induced ex vivo with a pulsed nitrogen laser (337 nm, 3 ns). The time-resolved spectra were detected in a 360-550 nm wavelength range using a fast digitizer and gated detection. Parameters derived from both the spectral- (intensities from narrow spectral bands) and the time domain (average lifetime) measured at 390 and 460 nm were used for tissue characterization. We determined that high-grade gliomas are characterized by fluorescence lifetimes that varied with the emission wavelength (>3 ns at 390 nm, <1 ns at 460 nm) and their emission is overall longer than that of normal brain tissue. Our study demonstrates that the use of fluorescence lifetime not only improves the specificity of fluorescence measurements but also allows a more robust evaluation of data collected from brain tissue. Combined information from both the spectral- and the time domain can enhance the ability of fluorescence-based techniques to diagnose and detect brain tumor margins intraoperatively.
Collapse
Affiliation(s)
- Laura Marcu
- Biophotonics Research and Technology Development Laboratory, Department of Surgery, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA 90048, USA.
| | | | | | | | | | | | | |
Collapse
|
37
|
Hansch A, Sauner D, Hilger I, Böttcher J, Malich A, Frey O, Bräuer R, Kaiser WA. Autofluorescence spectroscopy in whole organs with a mobile detector system. Acad Radiol 2004; 11:1229-36. [PMID: 15561569 DOI: 10.1016/j.acra.2004.07.027] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2004] [Accepted: 07/27/2004] [Indexed: 11/26/2022]
Abstract
RATIONALE AND OBJECTIVES Autofluorescence can be exploited to obtain spectroscopic information about tissues or organs in a noninvasive fashion. The knowledge of normal organ patterns is a prerequisite for subsequent characterization of pathological states, eg, inflammation or tumors. Therefore, the aim of this study was to investigate the autofluorescence properties of healthy organs in mice. MATERIALS AND METHODS Organs from C57Bl/6 mice were removed in toto and stored in physiologic sodium chloride solution on ice (non-perfused specimens). Investigations were performed with a custom-made mobile fluorescence detector. Excitation-emission matrices (EEMs) were measured in selected organs (bladder, brain, kidney, liver, and spleen) (n = 5). Afterwards, single-emission spectra were obtained in selected organs (bladder, colon, brain, kidney, liver, and spleen) and peak fluorescence signal intensities were calculated (n = 9). RESULTS EEMs showed that excitation at wavelengths from 300-310 nm (emission spectra in all samples of bladder and brain; probably caused by collagen/elastin) and from 350-360 nm (emission spectra in all samples with the exception of spleen; probably caused by NAD(P)H) seem to be best suited for autofluorescence measurements in organs. The single-emission spectra measurements were noticeably different in terms of occurrence (yes/no response) and intensity of fluorescence emission peaks in different organs. CONCLUSION Combined autofluorescence measurements of collagen/elastin (for structural information) and NAD(P)H (for functional information) allow conclusions about the target organs. Therefore, autofluorescence measurements seem to be a diagnostic tool feasible for characterization of tissue.
Collapse
Affiliation(s)
- Andreas Hansch
- Institute of Diagnostic and Interventional Radiology, Friedrich Schiller University Jena, Bachstr. 18, D-07743 Jena, Germany.
| | | | | | | | | | | | | | | |
Collapse
|
38
|
Croce AC, Fiorani S, Locatelli D, Nano R, Ceroni M, Tancioni F, Giombelli E, Benericetti E, Bottiroli G. Diagnostic potential of autofluorescence for an assisted intraoperative delineation of glioblastoma resection margins. Photochem Photobiol 2003; 77:309-18. [PMID: 12685660 DOI: 10.1562/0031-8655(2003)077<0309:dpoafa>2.0.co;2] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The intrinsic autofluorescence properties of biological tissues can be affected by the occurrence of histological and biochemical alterations induced by pathological processes. In this study the potential of autofluorescence to distinguish tumor from normal tissues was investigated with the view of a real-time diagnostic application in neurosurgery to delineate glioblastoma resection margins. The autofluorescence properties of nonneoplastic and neoplastic tissues were analyzed on tissue sections and homogenates by means of a microspectrofluorometer, and directly on patients affected by glioblastoma multiforme, during surgery, with a fiber-optic probe. Scan-microspectrofluorometric analysis on tissue sections evidenced a reduction of emission intensity and a broadening of the main emission band, along with a redshift of the peak position, from peritumoral nonneoplastic to neoplastic tissues. Differences in both spectral shape and signal amplitude were found in patients when the glioblastoma lesion autofluorescence was compared with those of cortex and white matter taken as healthy tissues. Both biochemical composition and histological organization contribute to modify the autofluorescence emission of neoplastic, with respect to nonneoplastic, brain tissues. The differences found in the in vivo analysis confirm the prospects for improving the efficacy of tumor resection margin delineation in neurosurgery.
Collapse
Affiliation(s)
- Anna C Croce
- Istituto di Genetica Molecolare, Sezione di Istochimica e Citometria, CNR, Dipartimento di Biologia Animale, Università, Pavia, Italy
| | | | | | | | | | | | | | | | | |
Collapse
|
39
|
Lin WC, Toms SA, Motamedi M, Jansen ED, Mahadevan-Jansen A. Brain tumor demarcation using optical spectroscopy; an in vitro study. JOURNAL OF BIOMEDICAL OPTICS 2000; 5:214-20. [PMID: 10938786 DOI: 10.1117/1.429989] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/1999] [Revised: 02/04/2000] [Accepted: 02/28/2000] [Indexed: 05/20/2023]
Abstract
Optical spectroscopy for brain tumor demarcation was investigated in this study. Fluorescence and diffuse reflectance spectra were measured from normal and tumorous human brain tissues in vitro. A fluorescence peak was consistently observed around 460 nm (+/- 10 nm) emission from both normal and tumorous brain tissues using 337 nm excitation. Intensity of this fluorescence peak (F460) from normal brain tissues was greater than that from primary brain tumorous tissues. In addition, diffuse reflectance (Rd) between 650 and 800 nm from white matter was significantly stronger than that from primary and secondary brain tumors. A good separation between gray matter and brain tumors was found using the ratio of F460 and Rd at 460 nm (Rd460). Two empirical discrimination algorithms based on F460, Rd625, and F460/Rd460 were developed. These algorithms yielded an average sensitivity and specificity of 96% and 93%, respectively.
Collapse
Affiliation(s)
- W C Lin
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, USA
| | | | | | | | | |
Collapse
|