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Doronin A, Yakovlev VV, Bagnato VS. Photodynamic treatment of malignant melanoma with structured light: in silico Monte Carlo modeling. BIOMEDICAL OPTICS EXPRESS 2024; 15:1682-1693. [PMID: 38495709 PMCID: PMC10942715 DOI: 10.1364/boe.515962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/06/2024] [Accepted: 02/08/2024] [Indexed: 03/19/2024]
Abstract
In this report, we propose a novel strategy for the photodynamic approach to the treatment of melanoma, aiming to mitigate the excessive absorption and consequent thermal effects. The cornerstone of this approach is an innovative structured illumination technique that optimizes light delivery to the tissue. The methodology of this in silico study involves the development of an optical model of human skin with the presence of melanoma and an accurate simulation technique of photon transport within the complex turbid scattering medium. To assess the effectiveness of our proposed strategy, we introduced a cost function reflecting the irradiated volume and optical radiation absorption within the target area/volume occupied by malformation. By utilizing the cost function, we refine the offset illumination parameters for a variety of target system parameters, ensuring increased efficiency of photodynamic therapy. Our computer simulation results introduce a promising new path towards improved photodynamic melanoma treatments, potentially leading to better therapeutic outcomes and reduced side effects. Further experimental validation is needed to confirm these theoretical advancements, which could contribute towards revolutionizing current melanoma photodynamic treatment methodologies.
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Affiliation(s)
- Alexander Doronin
- School of Engineering and Computer Science, Victoria University of Wellington, Wellington, 6140, New Zealand
| | - Vladislav V. Yakovlev
- Department of Physics and Astronomy, Texas A&M University, College Station, Texas, USA
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, USA
| | - Vanderlei S. Bagnato
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, USA
- Institute of Physics, São Carlos, São Paulo University, Brazil
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Clennell A, Nguyen V, Yakovlev VV, Doronin A. Neu(t)ralMC: energy-efficient open source Monte Carlo algorithm for assessing photon transport in turbid media. OPTICS EXPRESS 2023; 31:30921-30931. [PMID: 37710624 PMCID: PMC10544956 DOI: 10.1364/oe.496516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 08/25/2023] [Accepted: 08/25/2023] [Indexed: 09/16/2023]
Abstract
Light propagation in turbid mediums such as atmosphere, fluids, and biological tissues is a challenging problem which necessitates accurate simulation techniques to account for the effects of multiple scattering. The Monte Carlo method has long established itself as a gold standard and is widely adopted for simulating light transport, however, its computationally intensive nature often requires significant processing power and energy consumption. In this paper a novel, open source Monte Carlo algorithm is introduced which is specifically designed for use with energy-efficient processors, effectively addressing those challenges, while maintaining the accuracy/compatibility and outperforming existing solutions. The proposed implementation optimizes photon transport simulations by exploiting the unique capabilities of Apple's low-power, high-performance M-family of chips. The developed method has been implemented in an open-source software package, enabling seamless adaptation of developed algorithms for specific applications. The accuracy and performance are validated using comprehensive comparison with existing solvers commonly used for biomedical imaging. The results demonstrate that the new algorithm achieves comparable accuracy levels to those of existing techniques while significantly reducing computational time and energy consumption.
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Affiliation(s)
- Abigail Clennell
- School of Engineering and Computer Science, Victoria University of Wellington, Wellington 6140, New Zealand
| | - Vinh Nguyen
- School of Engineering and Computer Science, Victoria University of Wellington, Wellington 6140, New Zealand
| | - Vladislav V. Yakovlev
- Department of Biomedical Engineering, Department of Physics and Astronomy, Texas A&M University, College Station, USA
| | - Alexander Doronin
- School of Engineering and Computer Science, Victoria University of Wellington, Wellington 6140, New Zealand
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3
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Abstract
A wide class of nonuniformly totally polarized beams that preserve their transverse polarization pattern during paraxial propagation was studied. Beams of this type are of interest, in particular, in polarimetric techniques that use a single input beam for the determination of the Mueller matrix of a homogeneous sample. In these cases, in fact, it is possible to test the sample response to several polarization states at once. The propagation invariance of the transverse polarization pattern is an interesting feature for beams used in these techniques, because the polarization state of the output beam can be detected at any transverse plane after the sample, without the use of any imaging/magnifying optical system. Furthermore, exploiting the great variety of the beams of this class, the ones that better fit specific experimental constrains can be chosen. In particular, the class also includes beams that present all possible polarization states across their transverse section (the full Poincaré beams (FPB)). The use of the latter has recently been proposed to increase the accuracy of the recovered Mueller matrix elements. Examples of FPBs with propagation-invariant polarization profiles and its use in polarimetry are discussed in detail. The requirement of invariance of the polarization pattern can be limited to the propagation in the far field. In such a case, less restrictive conditions are derived, and a wider class of beams is found.
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Biton N, Kupferman J, Arnon S. OAM light propagation through tissue. Sci Rep 2021; 11:2407. [PMID: 33510283 PMCID: PMC7843596 DOI: 10.1038/s41598-021-82033-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 01/07/2021] [Indexed: 01/30/2023] Open
Abstract
A major challenge in use of the optical spectrum for communication and imaging applications is the scattering of light as it passes through diffuse media. Recent studies indicate that light beams with orbital angular momentum (OAM) can penetrate deeper through diffuse media than simple Gaussian beams. To the best knowledge of the authors, in this paper we describe for the first time an experiment examining transmission of OAM beams through biological tissue with thickness of up to a few centimeters, and for OAM modes reaching up to 20. Our results indicate that OAM beams do indeed show a higher transmittance relative to Gaussian beams, and that the greater the OAM, the higher the transmittance also up to 20, Our results extend measured results to highly multi scattering media and indicate that at 2.6 cm tissue thickness for OAM of order 20, we measure nearly 30% more power in comparison to a Gaussian beam. In addition, we develop a mathematical model describing the improved permeability. This work shows that OAM beams can be a valuable contribution to optical wireless communication (OWC) for medical implants, optical biological imaging, as well as recent innovative applications of medical diagnosis.
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Affiliation(s)
- Netanel Biton
- Electrical and Computer Engineering Department, Ben-Gurion University of the Negev, P.O Box 653, IL84105, Beer-Sheva, Israel.
| | - Judy Kupferman
- Electrical and Computer Engineering Department, Ben-Gurion University of the Negev, P.O Box 653, IL84105, Beer-Sheva, Israel
| | - Shlomi Arnon
- Electrical and Computer Engineering Department, Ben-Gurion University of the Negev, P.O Box 653, IL84105, Beer-Sheva, Israel
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Suprano A, Giordani T, Gianani I, Spagnolo N, Pinker K, Kupferman J, Arnon S, Klemm U, Gorpas D, Ntziachristos V, Sciarrino F. Propagation of structured light through tissue-mimicking phantoms. OPTICS EXPRESS 2020; 28:35427-35437. [PMID: 33379657 DOI: 10.1364/oe.402467] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 10/03/2020] [Indexed: 06/12/2023]
Abstract
Optical interrogation of tissues is broadly considered in biomedical applications. Nevertheless, light scattering by tissue limits the resolution and accuracy achieved when investigating sub-surface tissue features. Light carrying optical angular momentum or complex polarization profiles, offers different propagation characteristics through scattering media compared to light with unstructured beam profiles. Here we discuss the behaviour of structured light scattered by tissue-mimicking phantoms. We study the spatial and the polarization profile of the scattered modes as a function of a range of optical parameters of the phantoms, with varying scattering and absorption coefficients and of different lengths. These results show the non-trivial trade-off between the advantages of structured light profiles and mode broadening, stimulating further investigations in this direction.
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Zaffar M, Pradhan A. Mapping of retardance, diattenuation and polarizance vector on Poincare sphere for diagnosis and classification of cervical precancer. JOURNAL OF BIOPHOTONICS 2020; 13:e201960139. [PMID: 31943767 DOI: 10.1002/jbio.201960139] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 01/07/2020] [Accepted: 01/08/2020] [Indexed: 06/10/2023]
Abstract
The mapping of diattenuation, polarizance and retardance vector (normalized Stokes vector) on Poincare sphere, evaluated from Mueller matrix of optically anisotropic stromal region of cervical tissues, is presented for cervical precancer detection and its staging. This reveals that the changes in the polarization states shown by these normalized Stokes vectors corresponds to the degradation of linearly arranged collagen fibers, breakage of the collagen cross links in the stromal region and change in the density of scattering sites when cervical cancer evolves. The distinct nature of real and imaginary parts of the refractive index for linear, linear-45 and circular polarization from the optically anisotropic stromal region underscore the various polarization structures of the connective tissue region which get modified during the pathological changes. It has been found that versatility of these vectors for normal and precancerous cervical tissue of various grades may be utilized as a key distinction for qualitative staging of cervical precancer tissue. Quantitative classification of precancerous stages of cervical precancer has been determined with 95%-100% sensitivity and 93%-100% specificity through the evaluation of linear and circular diattenuation, linear polarizance and linear birefringence from the components of the respective vectors.
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Affiliation(s)
- Mohammad Zaffar
- Department of Physics, Indian Institute of Technology Kanpur, Kanpur, India
| | - Asima Pradhan
- Department of Physics, Indian Institute of Technology Kanpur, Kanpur, India
- Centre for Laser and Photonics, Indian Institute of Technology Kanpur, Kanpur, India
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Advances in the simulation of light-tissue interactions in biomedical engineering. Biomed Eng Lett 2019; 9:327-337. [PMID: 31456892 DOI: 10.1007/s13534-019-00123-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 07/15/2019] [Accepted: 07/18/2019] [Indexed: 12/15/2022] Open
Abstract
Monte Carlo (MC) simulation for light propagation in scattering and absorbing media is the gold standard for studying the interaction of light with biological tissue and has been used for years in a wide variety of cases. The interaction of photons with the medium is simulated based on its optical properties and the original approximation of the scattering phase function. Over the past decade, with the new measurement geometries and recording techniques invented also the corresponding sophisticated methods for the description of the underlying light-tissue interaction taking into account realistic parameters and settings were developed. Applications, such as multiple scattering, optogenetics, optical coherence tomography, Raman spectroscopy, polarimetry and Mueller matrix measurement have emerged and are still constantly improved. Here, we review the advances and recent applications of MC simulation for the active field of the life sciences and the medicine pointing out the new insights enabled by the theoretical concepts.
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