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Mordi A, Karunakaran V, Marium Mim U, Marple E, Rajaram N. Design and Validation of a Multimodal Diffuse Reflectance and Spatially Offset Raman Spectroscopy System for In Vivo Applications. JOURNAL OF BIOPHOTONICS 2025; 18:e202400333. [PMID: 39721981 PMCID: PMC11884968 DOI: 10.1002/jbio.202400333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 11/29/2024] [Accepted: 12/03/2024] [Indexed: 12/28/2024]
Abstract
We report on the development of a multimodal spectroscopy system, combining diffuse reflectance spectroscopy (DRS) and spatially offset Raman spectroscopy (SORS). A fiber optic probe was designed with spatially offset source-detector fibers to collect subsurface measurements for each modality, as well as ball lens-coupled fibers for superficial measurements. The system acquires DRS, zero-offset Raman spectroscopy (RS) and SORS with good signal-to-noise ratio. Measurements on chicken breast tissue demonstrate that both DRS and RS can acquire spectra from similar depths within tissue. Measurements acquired from the skin of a human volunteer demonstrate distinct Raman peaks at 937 and 1755 cm-1 that were unique to the zero-offset ball lens configuration and 718 and 1089 cm-1 for the spatially offset setting. We also identified Raman peaks corresponding to melanin that were prominent in the superficial measurements obtained with the ball lens-coupled fibers but not in the spatially offset fibers.
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Affiliation(s)
- April Mordi
- Department of Biomedical EngineeringUniversity of ArkansasFayettevilleArkansasUSA
| | - Varsha Karunakaran
- Department of Biomedical EngineeringUniversity of ArkansasFayettevilleArkansasUSA
| | - Umme Marium Mim
- Department of Biomedical EngineeringUniversity of ArkansasFayettevilleArkansasUSA
| | | | - Narasimhan Rajaram
- Department of Biomedical EngineeringUniversity of ArkansasFayettevilleArkansasUSA
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Bylinskaya K, Perekatova V, Turchin I. Study of Minor Chromophores in Biological Tissues by Diffuse Optical Spectroscopy (Review). Sovrem Tekhnologii Med 2025; 17:146-162. [PMID: 40071075 PMCID: PMC11892566 DOI: 10.17691/stm2025.17.1.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Indexed: 03/14/2025] Open
Abstract
Diffuse optical spectroscopy (DOS) is a rapidly advancing non-invasive diagnostic technique to investigate biological tissue, based on probing the target object with optical radiation in the visible and/or near-infrared wavelength range and detecting the diffusely scattered light from the tissue. The signals obtained through DOS provide extensive information about the biochemical composition of tissues due to the presence of light-absorbing compounds known as chromophores. To date, DOS is widely employed to detect major chromophores such as deoxygenated (Hb) and oxygenated (HbO2) hemoglobin, water, lipids, and melanin. The concentrations of Hb and HbO2 in biological tissues are highly significant in clinical research, as they offer valuable insights into tissue oxygenation status and enable the detection of hypoxia. However, biological tissues also contain less-studied chromophores - minor chromophores - which also contribute to the overall absorption spectrum. These include various globins, such as methemoglobin, carboxyhemoglobin, and myoglobin, as well as cytochromes and cytochrome c oxidase. Identifying minor chromophores using DOS is challenging due to their relatively low absorption contributions compared to major chromophores, as well as the limited understanding of their specific absorption spectra. Nevertheless, the simultaneous detection of both major and minor chromophores could provide a comprehensive understanding of metabolic processes within vascular, intracellular, and mitochondrial compartments of tissues. This would substantially expand the potential applications of DOS in both research and clinical studies. In this review we examine literature sources that explore the investigation of minor chromophores in biological tissues by DOS, discuss the role of major chromophores, and evaluate the potential for simultaneous detection of both major and minor chromophores with DOS.
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Affiliation(s)
- K.A. Bylinskaya
- Junior Researcher, Laboratory of Biophotonics; A.V. Gaponov-Grekhov Institute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov St., Nizhny Novgorod, 603950
| | - V.V. Perekatova
- PhD, Researcher, Laboratory of Biophotonics; A.V. Gaponov-Grekhov Institute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov St., Nizhny Novgorod, 603950
| | - I.V. Turchin
- PhD, Head of the Department of Radiophysical Methods in Medicine; Head of the Laboratory of Biophotonics; A.V. Gaponov-Grekhov Institute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov St., Nizhny Novgorod, 603950
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Drewke EE, Brand RL, Geels CG, Jensen HK, Wong K, Sanders JD, Rajaram N. Noncontact Diffuse Reflectance Spectroscopy of Synovial Fluid Samples for Rapid Identification of Infections. JOURNAL OF BIOPHOTONICS 2024; 17:e202400213. [PMID: 39233380 DOI: 10.1002/jbio.202400213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/15/2024] [Accepted: 07/25/2024] [Indexed: 09/06/2024]
Abstract
Severe joint infections, such as septic arthritis, require rapid diagnostic testing of the synovial fluid aspirated from joints level so that a surgical team can be assembled quickly. We present a diffuse reflectance spectroscopy (DRS) system for noncontact determination of infection. Using a light-tight syringe holder and fiber optic probe, diffusely reflected light from 475 to 655 nm was acquired from 18 patient samples through the wall of a syringe in a noncontact and sterile manner. We determined the reflectance ratios at two different wavelengths-R 490/R 600 and R 580/R 600 and found statistically significant differences (p < 0.05) in both ratios between the infected and noninfected groups. Critically, the R 490/R 600 and R 580/R 600 ratios were significantly correlated with clinical biomarkers-the white blood cell (WBC) and red blood cell (RBC) counts, respectively. This study demonstrates the potential of DRS as a rapid diagnostic tool for joint infections.
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Affiliation(s)
- Erin E Drewke
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, Arkansas, USA
| | - Robert L Brand
- College of Medicine, University of Arkansas for Medical Sciences, Fayetteville, Arkansas, USA
| | - Caroline G Geels
- College of Medicine, University of Arkansas for Medical Sciences, Fayetteville, Arkansas, USA
| | - Hanna K Jensen
- Department of Surgery, University of Arkansas for Medical Sciences, Fayetteville, Arkansas, USA
| | - Kevin Wong
- Department of Radiology, University of South Alabama, Mobile, Alabama, USA
| | | | - Narasimhan Rajaram
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, Arkansas, USA
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Mireles M, Jiménez-Valerio G, Morales-Dalmau J, Johansson JD, Martínez-Lozano M, Vidal-Rosas EE, Navarro-Pérez V, Busch DR, Casanovas O, Durduran T, Vilches C. Prediction of the response to antiangiogenic sunitinib therapy by non-invasive hybrid diffuse optics in renal cell carcinoma. BIOMEDICAL OPTICS EXPRESS 2024; 15:5773-5789. [PMID: 39421783 PMCID: PMC11482189 DOI: 10.1364/boe.532052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 08/21/2024] [Accepted: 08/25/2024] [Indexed: 10/19/2024]
Abstract
In this work, broadband diffuse reflectance spectroscopy (DRS) and diffuse correlation spectroscopy (DCS) were used to quantify deep tissue hemodynamics in a patient-derived orthotopic xenograft mouse model of clear cell renal cancer undergoing antiangiogenic treatment. A cohort of twenty-two mice were treated with sunitinib and compared to thirteen control untreated mice, and monitored by DRS/DCS. A reduction in total hemoglobin concentration (THC, p = 0.03), oxygen saturation (SO2, p = 0.03) and blood flow index (BFI, p = 0.02) was observed over the treatment course. Early changes in tumor microvascular blood flow and total hemoglobin concentration were correlated with the final microvessel density (p = 0.014) and tumor weight (p = 0.024), respectively. Higher pre-treatment tumor microvascular blood flow was observed in non-responder mice with respect to responder mice, which was statistically predictive of the tumor intrinsic resistance (p = 0.01). This hybrid diffuse optical technique provides a method for predicting tumor intrinsic resistance to antiangiogenic therapy and could be used as predictive biomarker of response to antiangiogenic therapies in pre-clinical models.
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Affiliation(s)
- Miguel Mireles
- ICFO - Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Barcelona, Spain
- Computational Optics and Translational Imaging Lab, Northeastern University, Boston, Massachusetts 02115, USA
| | - Gabriela Jiménez-Valerio
- Computational Optics and Translational Imaging Lab, Northeastern University, Boston, Massachusetts 02115, USA
| | - Jordi Morales-Dalmau
- ICFO - Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Barcelona, Spain
| | - Johannes D. Johansson
- ICFO - Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Barcelona, Spain
- Department of Biomedical Engineering, Linköping University, SE-581 83 Linköping, Sweden
| | - Mar Martínez-Lozano
- Tumor Angiogenesis Group, ProCURE, Catalan Institute of Oncology - IDIBELL, 08908 L’Hospitalet de Llobregat, Spain
| | - Ernesto E. Vidal-Rosas
- ICFO - Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Barcelona, Spain
- Digital Health and Biomedical Engineering, School of Electronics and Computer Science, University of Southampton, SO17 1BJ Southampton, UK
| | - Valentí Navarro-Pérez
- Clinical Research Unit, Institut Català d’Oncologia, 08908 L’Hospitalet de Llobregat, Spain
| | - David R. Busch
- University of Texas Southwestern Medical Center, Departments of Anesthesiology and Pain Management, Neurology, and Biomedical Engineering Dallas, Texas 75390-9003, USA
| | - Oriol Casanovas
- Tumor Angiogenesis Group, ProCURE, Catalan Institute of Oncology - IDIBELL, 08908 L’Hospitalet de Llobregat, Spain
| | - Turgut Durduran
- ICFO - Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Barcelona, Spain
- ICREA - Institució Catalana de Recerca i Estudis Avançats, 08010 Barcelona, Spain
| | - Clara Vilches
- ICFO - Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Barcelona, Spain
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Saha PS, Yan J, Zhu C. Diffuse reflectance spectroscopy for optical characterizations of orthotopic head and neck cancer models in vivo. BIOMEDICAL OPTICS EXPRESS 2024; 15:4176-4189. [PMID: 39022549 PMCID: PMC11249676 DOI: 10.1364/boe.528608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 05/30/2024] [Accepted: 05/31/2024] [Indexed: 07/20/2024]
Abstract
We demonstrated an easy-to-build, portable diffuse reflectance spectroscopy device along with a Monte Carlo inverse model to quantify tissue absorption and scattering-based parameters of orthotopic head and neck cancer models in vivo. Both tissue-mimicking phantom studies and animal studies were conducted to verify the optical spectroscopy system and Monte Carlo inverse model for the accurate extraction of tissue optical properties. For the first time, we reported the tissue absorption and scattering coefficients of mouse normal tongue tissues and tongue tumor tissues. Our in vivo animal studies showed reduced total hemoglobin concentration, lower tissue vascular oxygen saturation, and increased tissue scattering in the orthotopic tongue tumors compared to the normal tongue tissues. Our data also showed that mice tongue tumors with different sizes may have significantly different tissue absorption and scattering-based parameters. Small tongue tumors (volume was ∼60 mm3) had increased absorption coefficients, decreased reduced-scattering coefficients, and increased total hemoglobin concentrations compared to tiny tongue tumors (volume was ∼18 mm3). These results demonstrated the potential of diffuse reflectance spectroscopy to noninvasively evaluate tumor biology using orthotopic tongue cancer models for future head and neck cancer research.
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Affiliation(s)
- Pranto Soumik Saha
- Department of Biomedical Engineering, University of Kentucky
, Lexington, KY 40506, USA
| | - Jing Yan
- Department of Biomedical Engineering, University of Kentucky
, Lexington, KY 40506, USA
| | - Caigang Zhu
- Department of Biomedical Engineering, University of Kentucky
, Lexington, KY 40506, USA
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Folz J, Jo J, Gonzalez ME, Eido A, Zhai T, Caruso R, Kleer CG, Wang X, Kopelman R. Photoacoustic lifetime oxygen imaging of radiotherapy-induced tumor reoxygenation In Vivo. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY 2024; 21:100241. [PMID: 39005728 PMCID: PMC11243757 DOI: 10.1016/j.jpap.2024.100241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/16/2024] Open
Abstract
Purpose Early detection and diagnosis of cancer is critical for achieving positive therapeutic outcomes. Biomarkers that can provide clinicians with clues to the outcome of a given therapeutic course are highly desired. Oxygen is a small molecule that is nearly universally present in biological tissues and plays a critical role in the effectiveness of radiotherapies by reacting with DNA radicals and subsequently impairing cellular repair of double strand breaks.Techniques for measuring oxygen in biological tissues often use blood oxygen saturation to approximate the oxygen partial pressure in surrounding tissues despite the complex, nonlinear, and dynamic relationship between these two separate oxygen populations. Methods and materials We combined a directly oxygen-sensitive, tumor-targeted, chemical contrast nanoelement with the photoacoustic lifetime-based (PALT) oxygen imaging technique to obtain image maps of oxygen in breast cancer tumors in vivo. The oxygen levels of patient-derived xenografts in a mouse model were characterized before and after a course of radiotherapy. Results We show that, independent of tumor size, radiotherapy induced an increase in the overall oxygenation levels of the tumor. Further, this increase in the oxygenation of the tumor significantly correlated with a positive response to radiotherapy, as demonstrated by a reduction in tumor volume over the twenty-day monitoring period following therapy and histological staining. Conclusion Our PALT imaging presented here is simple, fast, and non-invasive. Facilized by the PALT approach, imaging of tumor reoxygenation may be utilized as a simple, early indicator for evaluating cancer response to radiotherapy. Further characterization of the reoxygenation degree, temporal onset, and possible theragnostic implications are warranted.
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Affiliation(s)
- Jeff Folz
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109, USA
| | - Janggun Jo
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Maria E. Gonzalez
- Department of Pathology, University of Michigan Health System, Ann Arbor, MI 48109, USA
- Rogel Cancer Center, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Ahmad Eido
- Department of Pathology, University of Michigan Health System, Ann Arbor, MI 48109, USA
- Rogel Cancer Center, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Tianqu Zhai
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Roberta Caruso
- Department of Pathology, University of Michigan Health System, Ann Arbor, MI 48109, USA
- Rogel Cancer Center, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Celina G. Kleer
- Department of Pathology, University of Michigan Health System, Ann Arbor, MI 48109, USA
- Rogel Cancer Center, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Xueding Wang
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Raoul Kopelman
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109, USA
- Rogel Cancer Center, University of Michigan Health System, Ann Arbor, MI 48109, USA
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Rodriguez Troncoso J, Marium Mim U, Ivers JD, Paidi SK, Harper MG, Nguyen KG, Ravindranathan S, Rebello L, Lee DE, Zaharoff DA, Barman I, Rajaram N. Evaluating differences in optical properties of indolent and aggressive murine breast tumors using quantitative diffuse reflectance spectroscopy. BIOMEDICAL OPTICS EXPRESS 2023; 14:6114-6126. [PMID: 38420330 PMCID: PMC10898562 DOI: 10.1364/boe.505153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/06/2023] [Accepted: 10/26/2023] [Indexed: 03/02/2024]
Abstract
We used diffuse reflectance spectroscopy to quantify tissue absorption and scattering-based parameters in similarly sized tumors derived from a panel of four isogenic murine breast cancer cell lines (4T1, 4T07, 168FARN, 67NR) that are each capable of accomplishing different steps of the invasion-metastasis cascade. We found lower tissue scattering, increased hemoglobin concentration, and lower vascular oxygenation in indolent 67NR tumors incapable of metastasis compared with aggressive 4T1 tumors capable of metastasis. Supervised learning statistical approaches were able to accurately differentiate between tumor groups and classify tumors according to their ability to accomplish each step of the invasion-metastasis cascade. We investigated whether the inhibition of metastasis-promoting genes in the highly metastatic 4T1 tumors resulted in measurable optical changes that made these tumors similar to the indolent 67NR tumors. These results demonstrate the potential of diffuse reflectance spectroscopy to noninvasively evaluate tumor biology and discriminate between indolent and aggressive tumors.
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Affiliation(s)
| | - Umme Marium Mim
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Jesse D. Ivers
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Santosh K. Paidi
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Mason G. Harper
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Khue G. Nguyen
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Sruthi Ravindranathan
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
| | - Lisa Rebello
- Cell and Molecular Biology Program, University of Arkansas, Fayetteville, AR 72701, USA
| | - David E. Lee
- Cell and Molecular Biology Program, University of Arkansas, Fayetteville, AR 72701, USA
- Department of Exercise Science, University of Arkansas, Fayetteville, AR 72703, USA
| | - David A. Zaharoff
- Joint Department of Biomedical Engineering, University of North Carolina and North Carolina State University, Raleigh, NC 27695, USA
| | - Ishan Barman
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Narasimhan Rajaram
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR 72701, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
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