Review of short-wave infrared spectroscopy and imaging methods for biological tissue characterization
Open accessAbstract
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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As wavelength increases from the visible towards the near infra-red, absorption by water, collagen and lipids becomes more prominent despite not being significant in the visible part of the spectrum.
“As the wavelength of light increases from the visible towards the near infra-red, absorption by water, collagen and lipids become more prominent despite not being significant in the visible part of the spectrum (Fig. 3).”
From Relevance and utility of the in-vivo and ex-vivo optical properties of the skin reported in the literature: a review [Invited] (2023) · cites this paper as [18]
Cites
Optical Constants of Water in the 200-nm to 200-μm Wavelength Region
Hale, G. M., & Querry, M. R. (1973) · Applied Optics · doi:10.1364/ao.12.000555 · Cited by 4,479 · see citing works
Selective Photothermolysis: Precise Microsurgery by Selective Absorption of Pulsed Radiation
Anderson, R. R., & Parrish, J. A. (1983) · Science · doi:10.1126/science.6836297 · Cited by 3,477 · see citing works
MCML—Monte Carlo modeling of light transport in multi-layered tissues
Wang, L. V., Jacques, S. L., & Zheng, L. (1995) · Computer Methods and Programs in Biomedicine · doi:10.1016/0169-2607(95)01640-f · Cited by 3,330 · see citing works
Bashkatov, A. N., Genina, E. A., Kochubey, V. I., & Tuchin, V. V. (2005) · Journal of Physics D: Applied Physics · doi:10.1088/0022-3727/38/15/004 · Cited by 1,720 · see citing works
Lasers in Surgery and Medicine
American Society for Laser Medicine and Surgery (2006) · Lasers in Surgery and Medicine · doi:10.1002/(issn)1096-9101 · Cited by 1,088 · see citing works
Optical absorption of hemoglobin
Prahl, S. A. (1999) · Medical Entomology and Zoology · Cited by 552 · see citing works
Double-integrating-sphere system for measuring the optical properties of tissue
Pickering, J. W., Prahl, S. A., Wieringen, N. V., et al. (1993) · Applied Optics · doi:10.1364/ao.32.000399 · Cited by 461 · see citing works
Comprehensive volumetric optical microscopy in vivo
Yun, S. H., Tearney, G. J., Vakoc, B. J., et al. (2006) · Nature Medicine · doi:10.1038/nm1450 · Cited by 439 · see citing works
Cerussi, A. E., Shah, N. S., Hsiang, D. J. B., Durkin, A. F., Butler, J., & Tromberg, B. J. (2006) · Journal of Biomedical Optics · doi:10.1117/1.2337546 · Cited by 421 · see citing works
Self-citationOptical properties of human skin in the near infrared wavelength range of 1000 to 2200 nm
Troy, T. L., & Thennadil, S. N. (2001) · Journal of Biomedical Optics · doi:10.1117/1.1344191 · Cited by 420 · see citing works
Gardner, C. M., Tan, H., Hull, E. L., Lisauskas, J. B., Sum, S. T., Meese, T. M., Jiang, C., Madden, S., Caplan, J. D., BURKE, A. P., et al. (2008) · JACC. Cardiovascular imaging · doi:10.1016/j.jcmg.2008.06.001 · Cited by 415 · see citing works
Moreno, P., Lodder, R. A., Purushothaman, K., Charash, W. E., O’Connor, W. N., & Muller, J. E. (2002) · Circulation · doi:10.1161/hc0802.104291 · Cited by 296 · see citing works
Remote sensing for the earth sciences
Rencz, A. N. (1999) · Cited by 289 · see citing works
van Veen, R. L. P., Sterenborg, H. J. C. M., Pifferi, A., Torricelli, A. M., Chikoidze, E., & Cubeddu, R. (2005) · Journal of Biomedical Optics · doi:10.1117/1.2085149 · Cited by 277 · see citing works
The ageing of bruises: A review and study of the colour changes with time
Langlois, N. E. I., & Gresham, G. A. (1991) · Forensic Science International · doi:10.1016/0379-0738(91)90154-b · Cited by 272 · see citing works
Diffuse optical imaging using spatially and temporally modulated light
O’Sullivan, T. D., Cerussi, A. E., Tromberg, B. J., & Cuccia, D. J. (2012) · Journal of Biomedical Optics · doi:10.1117/1.jbo.17.7.071311 · Cited by 270 · see citing works
Self-citationLaser-Induced Interstitial Thermotherapy
Müller, G., & Roggan, A. (1995) · Cited by 263 · see citing works
Selective photothermolysis of lipid-rich tissues: A free electron laser study
Anderson, R. R., Farinelli, W. A., Laubach, H., Manstein, D., Yaroslavsky, A. N., Gubeli, J., Jordan, K., Neil, G. R., Shinn, M. D., Chandler, W., et al. (2006) · Lasers in Surgery and Medicine · doi:10.1002/lsm.20393 · Cited by 246 · see citing works
Goldstein, J. A., Maini, B. S., Dixon, S. R., et al. (2011) · Circulation Cardiovascular Interventions · doi:10.1161/circinterventions.111.963264 · Cited by 243 · see citing works
Allen, T. J., Beard, P. C., Hall, A. R., Dhillon, A. P., & Owen, J. S. (2012) · Journal of Biomedical Optics · doi:10.1117/1.jbo.17.6.061209 · Cited by 239 · see citing works
Detection and Analysis of the Intestinal Ischemia Using Visible and Invisible Hyperspectral Imaging
Akbari, H., Kosugi, Y., Kojima, K., et al. (2010) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2010.2049110 · Cited by 201 · see citing works
Cancer detection using infrared hyperspectral imaging
Akbari, H., Uto, K., Kosugi, Y., et al. (2011) · Cancer Science · doi:10.1111/j.1349-7006.2011.01849.x · Cited by 197 · see citing works
Temperature dependence of the absorption coefficient of water for midinfrared laser radiation
Jansen, E. D., van Leeuwen, T. G. J. M., Motamedi, M., et al. (1994) · Lasers in Surgery and Medicine · doi:10.1002/lsm.1900140308 · Cited by 195 · see citing works
Can you age bruises accurately in children? A systematic review
Maguire, S. (2005) · Archives of Disease in Childhood · doi:10.1136/adc.2003.044073 · Cited by 185 · see citing works
Friebel, M. F., Helfmann, J., Netz, U. J., & Meinke, M. C. (2009) · Journal of Biomedical Optics · doi:10.1117/1.3127200 · Cited by 182 · see citing works
Optical properties of normal and diseased breast tissues: prognosis for optical mammography
Troy, T. L., Page, D. L., & Sevick-Muraca, E. M. (1996) · Journal of Biomedical Optics · doi:10.1117/12.239905 · Cited by 163 · see citing works
Nachabe, R., Hendriks, B. H., Lucassen, G. W., van der Voort, M., Evers, D. J., Rutgers, E. J., Peeters, M.-J. V., Van der Hage, J. A., Oldenburg, H. S., Ruers, T. J., et al. (2011) · Journal of Biomedical Optics · doi:10.1117/1.3611010 · Cited by 161 · see citing works
Nachabe, R. A., Hendriks, B. H. W., Desjardins, A. E., van der Voort, M., van der Mark, M. B., & Sterenborg, H. J. C. M. (2010) · Journal of Biomedical Optics · doi:10.1117/1.3454392 · Cited by 158 · see citing works
Nachabe, R. A., Hendriks, B. H. W., van der Voort, M., Desjardins, A. E., & Sterenborg, H. J. C. M. (2010) · Biomedical Optics Express · doi:10.1364/boe.1.001432 · Cited by 153 · see citing works
Advances in quantitative UV–visible spectroscopy for clinical and pre-clinical application in cancer
Brown, J. Q., Vishwanath, K., Palmer, G. M., et al. (2009) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2009.02.004 · Cited by 147 · see citing works
Near-infrared spectroscopic characterization of human advanced atherosclerotic plaques
Wang, J., Geng, Y., Guo, B., Klima, T., Lal, B. N., Willerson, J. T., & Casscells, W. (2002) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(02)01767-9 · Cited by 137 · see citing works
Optical properties of porcine skin dermis between 900 nm and 1500 nm
Du, Y., Hu, X., Cariveau, M. J., et al. (2000) · Physics in Medicine and Biology · doi:10.1088/0031-9155/46/1/312 · Cited by 116 · see citing works
Clinical trial of time-resolved scanning optical mammography at 4 wavelengths between 683 and 975 nm
Taroni, P., Danesini, G. M., Torricelli, A. M., Pifferi, A., Spinelli, L., & Cubeddu, R. (2004) · Journal of Biomedical Optics · doi:10.1117/1.1695561 · Cited by 110 · see citing works
Spatial frequency domain imaging of burn wounds in a preclinical model of graded burn severity
Nguyen, J. Q., Crouzet, C., Tuan, A., et al. (2013) · Journal of Biomedical Optics · doi:10.1117/1.jbo.18.6.066010 · Cited by 110 · see citing works
Arimoto, H., Egawa, M., & Yamada, Y. (2005) · Skin Research and Technology · doi:10.1111/j.1600-0846.2005.00093.x · Cited by 103 · see citing works
Effect of temperature on the optical properties ofex vivohuman dermis and subdermis
Laufer, J. G., Simpson, R., Kohl‐Bareis, M., Essenpreis, M., & Cope, M. (1998) · Physics in Medicine and Biology · doi:10.1088/0031-9155/43/9/004 · Cited by 99 · see citing works
Bond‐selective imaging of deep tissue through the optical window between 1600 and 1850 nm
Wang, P., Wang, H., Sturek, M. S., & Cheng, J. (2011) · Journal of Biophotonics · doi:10.1002/jbio.201100102 · Cited by 90 · see citing works
Depth resolved detection of lipid using spectroscopic optical coherence tomography
Fleming, C. P., Eckert, J. E., Halpern, E. F., et al. (2013) · Biomedical Optics Express · doi:10.1364/boe.4.001269 · Cited by 84 · see citing works
In Vivo Near-Infrared Spectroscopy of Rat Skin Tissue with Varying Blood Glucose Levels
Olesberg, J. T., Liu, L.-Z., Zee, V. V., & Arnold, M. A. (2005) · Analytical Chemistry · doi:10.1021/ac051036i · Cited by 81 · see citing works
Multispectral imaging in the extended near-infrared window based on endogenous chromophores
Cao, Q., Zhegalova, N. G., Wang, S. T., Akers, W. J., & Berezin, M. Y. (2013) · Journal of Biomedical Optics · doi:10.1117/1.jbo.18.10.101318 · Cited by 73 · see citing works
Mapping lipid and collagen by multispectral photoacoustic imaging of chemical bond vibration
Wang, P., Wang, P., Wang, H., & Cheng, J. (2012) · Journal of Biomedical Optics · doi:10.1117/1.jbo.17.9.096010 · Cited by 72 · see citing works
In vivo Measurements of Water in Skin by Near-Infrared Reflectance
Martin, K. A. (1998) · Applied Spectroscopy · doi:10.1366/0003702981944652 · Cited by 66 · see citing works
Bargigia, I., Tosi, A., Shehata, A. B., et al. (2012) · Applied Spectroscopy · doi:10.1366/11-06461 · Cited by 59 · see citing works
Zamora-Rojas, E., Aernouts, B., Garrido‐Varo, A., et al. (2013) · Innovative Food Science & Emerging Technologies · doi:10.1016/j.ifset.2013.04.015 · Cited by 55 · see citing works
Hyperspectral imaging of bruised skin
Randeberg, L. L., Baarstad, I., Løke, T., et al. (2006) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.646557 · Cited by 52 · see citing works
Zamora-Rojas, E., Aernouts, B., Garrido‐Varo, A., et al. (2013) · Innovative Food Science & Emerging Technologies · doi:10.1016/j.ifset.2013.06.008 · Cited by 41 · see citing works
Quantitative short-wave infrared multispectral imaging of in vivo tissue optical properties
Wilson, R. H., Nadeau, K. P., Jaworski, F. B., Rowland, R. A., Nguyen, J. Q., Crouzet, C., Saager, R. B., Choi, B., Tromberg, B. J., & Durkin, A. J. (2014) · Journal of Biomedical Optics · doi:10.1117/1.jbo.19.8.086011 · Cited by 36 · see citing works
Self-citationHyperspectral imaging of bruises in the SWIR spectral region
Randeberg, L. L., & Hernandez-Palacios, J. E. (2012) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.909137 · Cited by 28 · see citing works
Temperature imaging of sub-millimeter-thick water using a near-infrared camera
Kakuta, N., Kondo, K., Ozaki, A., et al. (2009) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2009.04.024 · Cited by 24 · see citing works
Rationale and use of near-infrared spectroscopy for detection of lipid-rich and vulnerable plaques
Waxman, S., Ishibashi, F., & Caplan, J. D. (2007) · Journal of Nuclear Cardiology · doi:10.1016/j.nuclcard.2007.08.001 · Cited by 22 · see citing works
Nishimura, G., Kida, I., & Tamura, M. (2006) · Physics in Medicine and Biology · doi:10.1088/0031-9155/51/11/021 · Cited by 20 · see citing works
Automated Spectroscopic Tissue Classification in Colorectal Surgery
Schols, R. M., Alić, L., Beets, G. L., et al. (2015) · Surgical Innovation · doi:10.1177/1553350615569076 · Cited by 14 · see citing works
In vivo near-infrared spectroscopy of rat skin tissue with varying blood glucose levels
Olesberg, J. T., Liu, L.-Z., Zee, V. V., & Arnold, M. A. (2004) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.529526 · Cited by 7 · see citing works
First in vivo spectral characterization of breast up to 1300 nm
Taroni, P., Bargigia, I., Farina, A., et al. (2011) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.874778 · Cited by 4 · see citing works
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“ized by reduced photon scatter, minimal tissue autofluorescence, and wavelength-dependent absorption, which can be exploited to optimize image resolution and depth sensitivity.(4,5) Broad”
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- Authors
- Wilson, R. H., Nadeau, K. P., Jaworski, F. B., Tromberg, B. J., & Durkin, A. J.
- Affiliations
- University of California, Irvine (US)
- Raytheon (United States) (US)
- Venue
- Journal of Biomedical Optics
- Publisher
- SPIE-Intl Soc Optical Eng
- Published
- 2015-03-24
- Volume
- 20
- Issue
- 03
- Pages
- 1-10
- ISSN
- 1083-3668 (ISSN-L)
- 1560-2281
- PMC
- PMC4370890
- OpenAlex
- W2043740089
- Cited by
- 415
- References
- 54
- Citations by year
- 2026: 56 · 2025: 71 · 2024: 49 · 2023: 46 · 2022: 41 · 2021: 32 · 2020: 35 · 2019: 33 · 2018: 30 · 2017: 12 · 2016: 9 · 2015: 1
- FWCI
- 14.05
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Biomedical Optics (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institute of Biomedical Imaging and Bioengineering (P41EB015890)
- National Institutes of Health (P41EB015890, NIH-R21EB014440, NIH-R21NS078634)
- NIH (P41EB015890)
- NIH/NIBIB (P41EB015890)
- Beckman Foundation and the NIH (P41EB015890)
- NIH (NIBIB) Laser Microbeam and Medical Program (P41EB015890)
- NIBIB Biomedical Technology Research Center LAMMP (P41EB015890)
- NIH NIBIB Biomedical Technology Research Center LAMMP (P41EB015890)
- NIH/NIBIB funded LAMMP (P41EB015890)
- US National Institutes of Health (P41EB015890)
- Arnold & Mabel Beckman Foundation (P41EB015890)
- National Institute of Biomedical Imaging Bioengineering (P41EB015890)
- NIH NIBIB (P41EB015890)
- Air Force Office of Scientific Research (FA9550-10-1-0538)
- Military Medical Photonics Program AFOSR (FA9550-10-1-0538)
- Military Medical Photonics Program (FA9550-10-1-0538)
- Military Photomedicine Program AFOSR (FA9550-10-1-0538)
- NSF IGERT (1144901)
- Beckman Foundation (1144901)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Optical Imaging and Spectroscopy Techniques
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Spectroscopy Techniques in Biomedical and Chemical Research
- Physical Sciences › Engineering › Biomedical Engineering › Optical Coherence Tomography Applications
- Keywords
- short-wave infrared spectroscopy, short-wave infrared imaging, tissue chromophores, water absorption, fat absorption, light penetration depth, atherosclerotic plaque, breast cancer, burns
- MeSH terms
- Adipose Tissue, Body Water, Breast Neoplasms, Burns, Collagen, Diagnostic Imaging, Female, Humans, Scattering, Radiation, Spectrophotometry, Infrared, Spectroscopy, Near-Infrared, Plaque, Atherosclerotic, Optical Imaging
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