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Ni D, Smyth HE, Gidley MJ, Cozzolino D. A preliminary study on the utilisation of near infrared spectroscopy to predict age and in vivo human metabolism. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2022; 265:120312. [PMID: 34508927 DOI: 10.1016/j.saa.2021.120312] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 08/19/2021] [Accepted: 08/20/2021] [Indexed: 06/13/2023]
Abstract
The objective of this study was to evaluate the ability of a portable near infrared (NIR) instrument to analyse different tissues in healthy individuals in vivo and relate the spectral data with age, resting metabolic rate (RMR), respiratory quotient (RQ), body fat (BF) and body mass index (BMI). A NIR (950-1600 nm) instrument was used to collect the spectra of different tissues and partial least squares (PLS) regression was used to relate the NIR with RMR, RQ, BF and BMI. Results shown that non-destructive techniques such as those based in vibrational spectroscopy have potential to be used as tools to better categorise and understand the complex inter-individual differences that determine interactions between physiology and nutrition.
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Affiliation(s)
- Dongdong Ni
- The University of Queensland, Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, St Lucia 4072, Queensland, Australia
| | - Heather E Smyth
- The University of Queensland, Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, St Lucia 4072, Queensland, Australia
| | - Michael J Gidley
- The University of Queensland, Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, St Lucia 4072, Queensland, Australia
| | - Daniel Cozzolino
- The University of Queensland, Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, St Lucia 4072, Queensland, Australia.
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2
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Design and Analysis of a Continuous and Non-Invasive Multi-Wavelength Optical Sensor for Measurement of Dermal Water Content. SENSORS 2021; 21:s21062162. [PMID: 33808821 PMCID: PMC8003651 DOI: 10.3390/s21062162] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 03/13/2021] [Accepted: 03/16/2021] [Indexed: 12/19/2022]
Abstract
Dermal water content is an important biophysical parameter in preserving skin integrity and preventing skin damage. Traditional electrical-based and open-chamber evaporimeters have several well-known limitations. In particular, such devices are costly, sizeable, and only provide arbitrary outputs. They also do not permit continuous and non-invasive monitoring of dermal water content, which can be beneficial for various consumer, clinical, and cosmetic purposes. We report here on the design and development of a digital multi-wavelength optical sensor that performs continuous and non-invasive measurement of dermal water content. In silico investigation on porcine skin was carried out using the Monte Carlo modeling strategy to evaluate the feasibility and characterize the sensor. Subsequently, an in vitro experiment was carried out to evaluate the performance of the sensor and benchmark its accuracy against a high-end, broad band spectrophotometer. Reference measurements were made against gravimetric analysis. The results demonstrate that the developed sensor can deliver accurate, continuous, and non-invasive measurement of skin hydration through measurement of dermal water content. Remarkably, the novel design of the sensor exceeded the performance of the high-end spectrophotometer due to the important denoising effects of temporal averaging. The authors believe, in addition to wellbeing and skin health monitoring, the designed sensor can particularly facilitate disease management in patients presenting diabetes mellitus, hypothyroidism, malnutrition, and atopic dermatitis.
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3
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Liu D, Xie D, Guo W. Effect of CPPU on bulk optical properties of kiwifruit during storage in near-infrared range. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2020; 100:3111-3119. [PMID: 32086814 DOI: 10.1002/jsfa.10345] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 02/16/2020] [Accepted: 02/22/2020] [Indexed: 06/10/2023]
Abstract
BACKGROUND Investigating the effect of N-(2-chloro-4-pyridyl)-N'-phenylurea (CPPU) on the bulk optical properties of postharvest kiwifruit is helpful in understanding the mechanism of identification of CPPU-treated kiwifruit using spectroscopy and to develop effective optical sensing techniques. In this study, the absorption coefficient μa and reduced scattering coefficient μ s ' of flesh and skin of kiwifruit treated with CPPU solutions at CPPU concentration levels (CCLs) of 0, 5, 10 and 15 mg L-1 were measured by using a single integrating sphere setup over the range 950-1650 nm during 12 weeks' storage. RESULTS Generally, at the same storage period, there was no significant difference (P ≤ 0.05) on flesh's μa among the kiwifruit treated with different CCLs at absorption peaks of 970, 1190, and 1390 nm. The average flesh's μ s ' of kiwifruit treated with higher CCLs at 1190 nm were larger than those treated with lower CCLs, and there was a significant difference (P ≤ 0.05) between the kiwifruit treated with 0, 5 and 15 mg L-1 CPPU solutions except for week 6. Contrasted with the μa and μ s ' of kiwifruit flesh, the μa and μ s ' of skin had bigger standard deviations and larger fluctuations with storage time. Additionally, the CPPU-treated kiwifruit had higher moisture content, lower firmness, and larger cells than CPPU-untreated kiwifruit. CONCLUSIONS This study indicates that the μ s ' of flesh has potential in identifying kiwifruit treated with different CCLs during storage. © 2020 Society of Chemical Industry.
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Affiliation(s)
- Dayang Liu
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, China
| | - Dandan Xie
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, China
| | - Wenchuan Guo
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, China
- Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, China
- Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, China
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Mironov S, Hwang CD, Nemzek J, Li J, Ranganathan K, Butts JT, Cholok DJ, Dolgachev VA, Wang SC, Hemmila M, Cederna PS, Morris MD, Berenfeld O, Levi B. Short-wave infrared light imaging measures tissue moisture and distinguishes superficial from deep burns. Wound Repair Regen 2020; 28:185-193. [PMID: 31675450 PMCID: PMC8513689 DOI: 10.1111/wrr.12779] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 10/25/2019] [Accepted: 10/29/2019] [Indexed: 04/28/2024]
Abstract
Existing clinical approaches and tools to measure burn tissue destruction are limited resulting in misdiagnosis of injury depth in over 40% of cases. Thus, our objective in this study was to characterize the ability of short-wave infrared (SWIR) imaging to detect moisture levels as a surrogate for tissue viability with resolution to differentiate between burns of various depths. To accomplish our aim, we constructed an imaging system consisting of a broad-band Tungsten light source; 1,200-, 1,650-, 1,940-, and 2,250-nm wavelength filters; and a specialized SWIR camera. We initially used agar slabs to provide a baseline spectrum for SWIR light imaging and demonstrated the differential absorbance at the multiple wavelengths, with 1,940 nm being the highest absorbed wavelength. These spectral bands were then demonstrated to detect levels of moisture in inorganic and in vivo mice models. The multiwavelength SWIR imaging approach was used to diagnose depth of burns using an in vivo porcine burn model. Healthy and injured skin regions were imaged 72 hours after short (20 seconds) and long (60 seconds) burn application, and biopsies were extracted from those regions for histologic analysis. Burn depth analysis based on collagen coagulation histology confirmed the formation of superficial and deep burns. SWIR multispectral reflectance imaging showed enhanced intensity levels in long burned regions, which correlated with histology and distinguished between superficial and deep burns. This SWIR imaging method represents a novel, real-time method to objectively distinguishing superficial from deep burns.
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Affiliation(s)
- Sergey Mironov
- Center for Arrhythmia Research, University of Michigan, Ann Arbor, Michigan
| | - Charles D Hwang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Jean Nemzek
- Unit for Laboratory Animal Medicine, University of Michigan, Ann Arbor, Michigan
| | - John Li
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | | | - Jonathan T Butts
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - David J Cholok
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | | | - Stewart C Wang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Mark Hemmila
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Paul S Cederna
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Michael D Morris
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan
| | - Omer Berenfeld
- Center for Arrhythmia Research, University of Michigan, Ann Arbor, Michigan
| | - Benjamin Levi
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
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Chapman J, Elbourne A, Truong VK, Cozzolino D. Shining light into meat – a review on the recent advances in
in vivo
and carcass applications of near infrared spectroscopy. Int J Food Sci Technol 2019. [DOI: 10.1111/ijfs.14367] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- James Chapman
- School of Science RMIT University GPO Box 2476 Melbourne Victoria 3001 Australia
| | - Aaron Elbourne
- School of Science RMIT University GPO Box 2476 Melbourne Victoria 3001 Australia
| | - Vi Khanh Truong
- School of Science RMIT University GPO Box 2476 Melbourne Victoria 3001 Australia
| | - Daniel Cozzolino
- School of Science RMIT University GPO Box 2476 Melbourne Victoria 3001 Australia
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Requena MB, Vollet Filho JD, Barboza de Nardi A, Escobar A, da Rocha Adams R, Bagnato VS, de Menezes PFC. Topical and intradermal delivery of PpIX precursors for photodynamic therapy with intense pulsed light on porcine skin model. Lasers Med Sci 2019; 34:1781-1790. [PMID: 30903526 DOI: 10.1007/s10103-019-02771-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 03/06/2019] [Indexed: 11/26/2022]
Abstract
In order to purposely decrease the time of the photodynamic therapy (PDT) sessions, this study evaluated the effects of PDT using topical and intradermal delivery of two protoporphyrin (PpIX) precursors with intense pulsed light (IPL) as irradiation source. This study was performed on porcine skin model, using an IPL commercial device (Intense Pulse Light, HKS801). IPL effect on different administration methods of two PpIX precursors (ALA and MAL) was investigated: a topical cream application and an intradermal application using a needle-free, high-pressure injection system. Fluorescence investigation showed that PpIX distribution by needle-free injection was more homogeneous than that by cream, suggesting that a shorter drug-light interval in PDT protocols is possible. The damage induced by IPL-PDT assessed by histological analysis mostly shows modifications in collagens fibers and inflammation signals, both expected for PDT. This study suggested an alternative protocol for the PDT treatment, possibility half of the incubation time and with just 3 min of irradiation, making the IPL-PDT, even more, promising for the clinical treatment.
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Affiliation(s)
| | - José Dirceu Vollet Filho
- São Carlos Institute of Physics, University of São Paulo (USP), São Carlos, São Paulo, Brazil
- Institute of Geosciences and Exact Sciences, São Paulo State University (UNESP), Rio Claro, São Paulo, Brazil
| | - Andrigo Barboza de Nardi
- College of Agricultural and Veterinary Sciences, São Paulo State University (UNESP), Jaboticabal, São Paulo, Brazil
| | - Andre Escobar
- College of Agricultural and Veterinary Sciences, São Paulo State University (UNESP), Jaboticabal, São Paulo, Brazil
| | - Rozana da Rocha Adams
- College of Agricultural and Veterinary Sciences, São Paulo State University (UNESP), Jaboticabal, São Paulo, Brazil
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7
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Lv X, Chen H, Liu G, Shen S, Wu Q, Hu C, Li J, Dong E, Xu RX. Design of a portable phantom device to simulate tissue oxygenation and blood perfusion. APPLIED OPTICS 2018; 57:3938-3946. [PMID: 29791363 DOI: 10.1364/ao.57.003938] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 04/19/2018] [Indexed: 06/08/2023]
Abstract
We propose a portable phantom system for calibration and validation of medical optical devices in a clinical setting. The phantom system comprises a perfusion module and an exchangeable tissue-simulating phantom that simulates tissue oxygenation and blood perfusion. The perfusion module consists of a peristaltic pump, two liquid storage units, and two pressure suppressors. The tissue-simulating phantom is fabricated by a three-dimensional (3D) printing process with microchannels embedded to simulate blood vessels. Optical scattering and absorption properties of biologic tissue are simulated by mixing graphite powder and titanium dioxide powder with clear photoreactive resin at specific ratios. Tissue oxygen saturation (StO2) and blood perfusion are simulated by circulating the mixture of blood and intralipid at different oxygenation levels and flow rates. A house-made multimodal imaging system that combines multispectral imaging and laser speckle imaging are used for non-invasive detection of phantom oxygenation and perfusion, and the measurements are compared with those of a commercial Moor device as well as numerical simulation. By acquiring multimodal imaging data from one phantom and applying the calibration factors in different settings, we demonstrate the technical feasibility to calibrate optical devices for consistent measurements. By simulating retina tissue vasculature and acquiring functional images at different tissue oxygenation and blood perfusion levels, we demonstrate the clinical potential to simulate tissue anomalies. Our experiments imply the clinical potential of a portable, low-cost, and traceable phantom standard to calibrate and validate medical optical devices for improved performance.
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8
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Wilczyński S, Deda A, Koprowski R, Banyś A, Błońska-Fajfrowska B. The Use of Directional Reflectance Measurement for in vivo Assessment of Protective Properties of Cosmetics in the Infrared Radiation Range. Photochem Photobiol 2017; 93:1303-1311. [PMID: 28471503 DOI: 10.1111/php.12786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 04/06/2017] [Indexed: 11/29/2022]
Abstract
Photoprotection of skin is now focused on UV radiation. The aim of this study was to evaluate in vivo cosmetic products in terms of protection against infrared radiation (IR) and propose a methodology for conducting such measurements. The directional reflectance (DR) of 12 UV filters, six care creams and two preparations containing fumed silica applied on the forearm of 36 volunteers was examined in six spectral bands for two angles of incidence. SOC-410 Directional Hemispherical Reflectometer was used to measure DR. There is very little change in DR for all spectral bands for both incident angles for both UV filters, care creams and preparations containing fumed silica. For example, for 15% of fumed silica in glycerin for the spectral band of 0.9-1.1 μm and the incident angle of 20°, skin DR prior to application was 0.543; 5 min after application was 0.533 and 30 min after application was 0.559. Both UV filters, care creams and fumed silica do not protect skin against IR. The proposed method of in vivo measurements is superior to in vitro studies which have been conducted so far because it takes into account both the refractive index at the tissue/air interface and the absorption of IR by adipose tissue.
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Affiliation(s)
- Sławomir Wilczyński
- Department of Basic Biomedical Science, School of Pharmacy with the Division of Laboratory Medicine in Sosnowiec, Medical University of Silesia in Katowice, Sosnowiec, Poland
| | - Anna Deda
- Department of Skin Structural Studies, School of Pharmacy with the Division of Laboratory Medicine in Sosnowiec, Medical University of Silesia in Katowice, Sosnowiec, Poland
| | - Robert Koprowski
- Department of Biomedical Computer Systems, Faculty of Computer Science and Materials Science, Institute of Computer Science, University of Silesia, Sosnowiec, Poland
| | - Anna Banyś
- Department of Applied Pharmacy, School of Pharmacy with the Division of Laboratory Medicine in Sosnowiec, Medical University of Silesia in Katowice, Sosnowiec, Poland
| | - Barbara Błońska-Fajfrowska
- Department of Basic Biomedical Science, School of Pharmacy with the Division of Laboratory Medicine in Sosnowiec, Medical University of Silesia in Katowice, Sosnowiec, Poland
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9
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Sordillo DC, Sordillo LA, Sordillo PP, Shi L, Alfano RR. Short wavelength infrared optical windows for evaluation of benign and malignant tissues. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:45002. [PMID: 28384701 DOI: 10.1117/1.jbo.22.4.045002] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 03/03/2017] [Indexed: 05/06/2023]
Abstract
There are three short wavelength infrared (SWIR) optical windows outside the conventionally used first near-infrared (NIR) window (650 to 950 nm). They occur in the 1000- to 2500-nm range and may be considered second, third, and fourth NIR windows. The second (1100 to 1350 nm) and third windows (1600 to 1870 nm) are now being explored through label-free linear and multiphoton imaging. The fourth window (2100 to 2350 nm) has been mostly ignored because of water absorption and the absence of sensitive detectors and ultrafast lasers. With the advent of new technology, use of window IV is now possible. Absorption and scattering properties of light through breast and prostate cancer, bone, lipids, and intralipid solutions at these windows were investigated. We found that breast and prostate cancer and bone have longer total attenuation lengths at NIR windows III and IV, whereas fatty tissues and intralipid have longest lengths at windows II and III. Since collagen is the major chromophore at 2100 and 2350 nm, window IV could be especially valuable in evaluating cancers and boney tissues, whereas windows II and III may be more useful for tissues with high lipid content. SWIR windows may be utilized as additional optical tools for the evaluation of collagen in tissues.
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Affiliation(s)
- Diana C Sordillo
- Institute for Ultrafast Spectroscopy and Lasers, Department of Physics, City College of New York, New York, New York, United States
| | - Laura A Sordillo
- Institute for Ultrafast Spectroscopy and Lasers, Department of Physics, City College of New York, New York, New York, United StatesbThe Grove School of Engineering, Department of Electrical Engineering, City College of New York, New York, New York, United States
| | - Peter P Sordillo
- Institute for Ultrafast Spectroscopy and Lasers, Department of Physics, City College of New York, New York, New York, United StatescLenox Hill Hospital, Department of Hematology and Oncology, New York, New York, United States
| | - Lingyan Shi
- Institute for Ultrafast Spectroscopy and Lasers, Department of Physics, City College of New York, New York, New York, United StatesdColumbia University, Department of Chemistry, New York, New York, United States
| | - Robert R Alfano
- Institute for Ultrafast Spectroscopy and Lasers, Department of Physics, City College of New York, New York, New York, United StatesbThe Grove School of Engineering, Department of Electrical Engineering, City College of New York, New York, New York, United States
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10
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Schönhals A, Tholl H, Glasmacher M, Kröger-Lui N, Pucci A, Petrich W. Optical properties of porcine dermis in the mid-infrared absorption band of glucose. Analyst 2017; 142:1235-1243. [DOI: 10.1039/c6an01757f] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Mid-infrared absorption and scattering properties of porcine dermis are quantified using quantum cascade laser-based goniometry.
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Affiliation(s)
- Arthur Schönhals
- Kirchhoff Institute for Physics
- Heidelberg University
- 69120 Heidelberg
- Germany
| | - Hans Tholl
- Diehl BGT Defence GmbH & Co. KG
- 88662 Überlingen
- Germany
| | | | - Niels Kröger-Lui
- Kirchhoff Institute for Physics
- Heidelberg University
- 69120 Heidelberg
- Germany
| | - Annemarie Pucci
- Kirchhoff Institute for Physics
- Heidelberg University
- 69120 Heidelberg
- Germany
| | - Wolfgang Petrich
- Kirchhoff Institute for Physics
- Heidelberg University
- 69120 Heidelberg
- Germany
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11
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Aernouts B, Sharma S, Gellynck K, Vlaminck L, Cornelissen M, Saeys W. Near-infrared bulk optical properties of goat wound tissue and human serum: consequences for an implantable optical glucose sensor. JOURNAL OF BIOPHOTONICS 2016; 9:1033-1043. [PMID: 26645103 DOI: 10.1002/jbio.201500262] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 11/24/2015] [Accepted: 11/24/2015] [Indexed: 06/05/2023]
Abstract
Near-infrared (NIR) spectroscopy offers a promising technological platform for continuous glucose monitoring in the human body. Moreover, these measurements could be performed in vivo with an implantable single-chip based optical sensor. However, a thin tissue layer may grow in the optical path of the sensor. As most biological tissues are highly scattering, they only allow a small fraction of the collimated light to pass, significantly reducing the light throughput. To quantify the effect of a thin tissue layer in the optical path, the bulk optical properties of serum and tissue samples grown on implanted dummy sensors were characterized using double integrating sphere and unscattered transmittance measurements. The estimated bulk optical properties were then used to calculate the light attenuation through a thin tissue layer. The combination band of glucose was found to be the better option, relative to the first overtone band, as the absorptivity of glucose molecules is higher, while the reduction in unscattered transmittance due to tissue growth is less. Additionally, as the wound tissue was found to be highly scattering, the unscattered transmittance of the tissue layer is expected to be very low. Therefore, a sensor configuration which measures the diffuse transmittance and/or reflectance instead was recommended. (a) Dummy sensor; (b) explanted dummy sensor in tissue lump; (c) removal of dummy sensor from tissue lump; and (d) 900 µm slices of tissue lump.
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Affiliation(s)
- Ben Aernouts
- KU Leuven, Department of Biosystems, MeBioS, Kasteelpark Arenberg 30, 3001, Leuven, Belgium
| | - Sandeep Sharma
- KU Leuven, Department of Biosystems, MeBioS, Kasteelpark Arenberg 30, 3001, Leuven, Belgium
| | - Karolien Gellynck
- Ghent University, Department of Basic Medical Sciences, De Pintelaan 185 B3, 9000, Gent, Belgium
| | - Lieven Vlaminck
- Ghent University, Department of Surgery and Anaesthesiology of Domestic Animals, Salisburylaan 133, 9820, Merelbeke, Belgium
| | - Maria Cornelissen
- Ghent University, Department of Basic Medical Sciences, De Pintelaan 185 B3, 9000, Gent, Belgium
| | - Wouter Saeys
- KU Leuven, Department of Biosystems, MeBioS, Kasteelpark Arenberg 30, 3001, Leuven, Belgium.
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13
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Watté R, Aernouts B, Van Beers R, Saeys W. Robust metamodel-based inverse estimation of bulk optical properties of turbid media from spatially resolved diffuse reflectance measurements. OPTICS EXPRESS 2015; 23:27880-27898. [PMID: 26480447 DOI: 10.1364/oe.23.027880] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Estimation of the bulk optical properties of turbid samples from spatially resolved reflectance measurements remains challenging, as the relation between the bulk optical properties and the acquired spatially resolved reflectance profiles is influenced by wavelength-dependent properties of the measurement system. The resulting measurement noise is apparent in the estimation of the bulk optical properties. In this study, a constrained inverse metamodeling approach is proposed to overcome these problems. First, a metamodel has been trained on a set of intralipid phantoms covering a wide range of optical properties to link the acquired spatially resolved reflectance profiles to the respective combinations of bulk optical properties (absorption coefficient and reduced scattering coefficient). In this metamodel, the wavelength (500 - 1700 nm) is considered as a third input parameter for the model to account for the wavelength dependent effects introduced by the measurement system. Secondly, a smoothness constraint on the reduced scattering coefficient spectra was implemented in the iterative inverse estimation procedure to robustify it against measurement noise and increase the reliability of the obtained bulk absorption and reduced scattering coefficient spectra. As the estimated values in some regions may be more reliable than others, the difference between simulated and measured values as a function of the evaluated absorption and scattering coefficients was combined in a 2D cost function. This cost function was used as a weight in the fitting procedure to find the parameters of the µ(s)' function giving the lowest cost over all the wavelengths together. In accordance with previous research, an exponential function was considered to represent the µ(s)' spectra of intralipid phantoms. The fitting procedure also provides an absorption coefficient spectrum which is in accordance with the measurements and the estimated parameters of the exponential function. This robust inverse estimation algorithm was validated on an independent set of intralipid® phantoms and its performance was also compared to that of a classical single-wavelength inverse estimation algorithm. While its performance in estimating µ(a) was comparable (R2 of 0.844 vs. 0.862), it resulted in a large improvement in the estimation of µ(s)' (R2 of 0.987 vs. 0.681). The change in performance is more apparent in the improvement of RMSE of µ(s)', which decreases from 10.36 cm(-1) to 2.10 cm(-1). The SRS profiles change more sensitively as a function of µ(a). As a result, there is a large range of µ(s)' and a small range of µa resulting in a good fit between measurement and simulation. The robust inverse estimator incorporates information over the different wavelengths, to increase the accuracy of µ(s)'estimations and robustify the estimation process.
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Wilson RH, Nadeau KP, Jaworski FB, Tromberg BJ, Durkin AJ. Review of short-wave infrared spectroscopy and imaging methods for biological tissue characterization. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:030901. [PMID: 25803186 PMCID: PMC4370890 DOI: 10.1117/1.jbo.20.3.030901] [Citation(s) in RCA: 171] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 02/24/2015] [Indexed: 05/18/2023]
Abstract
We present a review of short-wave infrared (SWIR, defined here as ∼1000 to 2000 nm) spectroscopy and imaging techniques for biological tissue optical property characterization. Studies indicate notable SWIR absorption features of tissue constituents including water (near 1150, 1450, and 1900 nm), lipids (near 1040, 1200, 1400, and 1700 nm), and collagen (near 1200 and 1500 nm) that are much more prominent than corresponding features observed in the visible and near-infrared (VIS-NIR, defined here as ∼400 to 1000 nm). Furthermore, the wavelength dependence of the scattering coefficient has been observed to follow a power-law decay from the VIS-NIR to the SWIR region. Thus, the magnitude of tissue scattering is lower at SWIR wavelengths than that observed at VIS or NIR wavelengths, potentially enabling increased penetration depth of incident light at SWIR wavelengths that are not highly absorbed by the aforementioned chromophores. These aspects of SWIR suggest that the tissue spectroscopy and imaging in this range of wavelengths have the potential to provide enhanced sensitivity (relative to VIS-NIR measurements) to chromophores such as water and lipids, thereby helping to characterize changes in the concentrations of these chromophores due to conditions such as atherosclerotic plaque, breast cancer, and burns.
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Affiliation(s)
- Robert H. Wilson
- University of California, Irvine, Beckman Laser Institute, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Kyle P. Nadeau
- University of California, Irvine, Beckman Laser Institute, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Frank B. Jaworski
- Raytheon Vision Systems, 75 Coromar Drive, Goleta, California 93117, United Sates
| | - Bruce J. Tromberg
- University of California, Irvine, Beckman Laser Institute, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Anthony J. Durkin
- University of California, Irvine, Beckman Laser Institute, 1002 Health Sciences Road, Irvine, California 92612, United States
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Aernouts B, Watté R, Van Beers R, Delport F, Merchiers M, De Block J, Lammertyn J, Saeys W. Flexible tool for simulating the bulk optical properties of polydisperse spherical particles in an absorbing host: experimental validation. OPTICS EXPRESS 2014; 22:20223-20238. [PMID: 25321232 DOI: 10.1364/oe.22.020223] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
In this study, a flexible tool to simulate the bulk optical properties of polydisperse spherical particles in an absorbing host medium is described. The generalized Mie solution for Maxwell's equations is consulted to simulate the optical properties for a spherical particle in an absorbing host, while polydispersity of the particle systems is supported by discretization of the provided particle size distributions. The number of intervals is optimized automatically in an efficient iterative procedure. The developed tool is validated by simulating the bulk optical properties for two aqueous nanoparticle systems and an oil-in-water emulsion in the visible and near-infrared wavelength range, taking into account the representative particle sizes and refractive indices. The simulated bulk optical properties matched closely (R2 ≥ 0.899) with those obtained by reference measurements.
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Wilson RH, Nadeau KP, Jaworski FB, Rowland R, Nguyen JQ, Crouzet C, Saager RB, Choi B, Tromberg BJ, Durkin AJ. Quantitative short-wave infrared multispectral imaging of in vivo tissue optical properties. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:086011. [PMID: 25120175 PMCID: PMC4407665 DOI: 10.1117/1.jbo.19.8.086011] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Accepted: 07/17/2014] [Indexed: 05/04/2023]
Abstract
Extending the wavelength range of spatial frequency domain imaging (SFDI) into the short-wave infrared (SWIR) has the potential to provide enhanced sensitivity to chromophores such as water and lipids that have prominent absorption features in the SWIR region. Here, we present, for the first time, a method combining SFDI with unstructured (zero spatial frequency) illumination to extract tissue absorption and scattering properties over a wavelength range (850 to 1800 nm) largely unexplored by previous tissue optics techniques. To obtain images over this wavelength range, we employ a SWIR camera in conjunction with an SFDI system. We use SFDI to obtain in vivo tissue reduced scattering coefficients at the wavelengths from 850 to 1050 nm, and then use unstructured wide-field illumination and an extrapolated power-law fit to this scattering spectrum to extract the absorption spectrum from 850 to 1800 nm. Our proof-of-principle experiment in a rat burn model illustrates that the combination of multispectral SWIR imaging, SFDI, and unstructured illumination can characterize in vivo changes in skin optical properties over a greatly expanded wavelength range. In the rat burn experiment, these changes (relative to normal, unburned skin) included increased absorption and increased scattering amplitude and slope, consistent with changes that we previously reported in the near-infrared using SFDI.
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Affiliation(s)
- Robert H. Wilson
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Kyle P. Nadeau
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Frank B. Jaworski
- Raytheon Vision Systems, 75 Coromar Drive, Goleta, California 93117, United States
| | - Rebecca Rowland
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - John Q. Nguyen
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Christian Crouzet
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Rolf B. Saager
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Bernard Choi
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Bruce J. Tromberg
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
| | - Anthony J. Durkin
- University of California, Beckman Laser Institute, Irvine, 1002 Health Sciences Road, Irvine, California 92612, United States
- Address all correspondence to: Anthony J. Durkin, E-mail:
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Zamora-Rojas E, Garrido-Varo A, Aernouts B, Pérez-Marín D, Saeys W, Yamada Y, Guerrero-Ginel JE. Understanding near infrared radiation propagation in pig skin reflectance measurements. INNOV FOOD SCI EMERG 2014. [DOI: 10.1016/j.ifset.2014.01.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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