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Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue
Significance: Longitudinal tracking of hemodynamic changes in the breast has shown potential for neoadjuvant chemotherapy (NAC) outcome prediction. Spatial frequency domain imaging (SFDI) could be suitable for frequent monitoring of shallow breast tumors, but strong sensitivity to superficial absorb...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8145994/ http://dx.doi.org/10.1117/1.JBO.26.5.056005 |
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author | Robbins, Constance M. Tabassum, Syeda Baumhauer, Molly F. Yang, Jason Antaki, James F. Kainerstorfer, Jana M. |
author_facet | Robbins, Constance M. Tabassum, Syeda Baumhauer, Molly F. Yang, Jason Antaki, James F. Kainerstorfer, Jana M. |
author_sort | Robbins, Constance M. |
collection | PubMed |
description | Significance: Longitudinal tracking of hemodynamic changes in the breast has shown potential for neoadjuvant chemotherapy (NAC) outcome prediction. Spatial frequency domain imaging (SFDI) could be suitable for frequent monitoring of shallow breast tumors, but strong sensitivity to superficial absorbers presents a challenge. Aim: We investigated the efficacy of a two-layer SFDI inverse model that accounts for varying melanin concentration in the skin to improve discrimination of optical properties of deep tissue of the breast. Approach: Hemodynamic changes in response to localized breast compression were measured in 13 healthy volunteers using a handheld SFDI device. Epidermis optical thickness was determined based on spectral fitting of the model output and used to calculate subcutaneous optical properties. Results: Optical properties from a homogeneous model yielded physiologically unreasonable absorption and scattering coefficients for highly pigmented volunteers. The two-layer model compensated for the effect of melanin and yielded properties in the expected range for healthy breast. Extracted epidermal optical thickness was higher for higher Fitzpatrick types. Compression induced a decrease in total hemoglobin consistent with tissue blanching. Conclusions: The handheld SFDI device and two-layer model show potential for imaging hemodynamic responses that potentially could help predict efficacy of NAC in patients of varying skin tones. |
format | Online Article Text |
id | pubmed-8145994 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Society of Photo-Optical Instrumentation Engineers |
record_format | MEDLINE/PubMed |
spelling | pubmed-81459942021-05-26 Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue Robbins, Constance M. Tabassum, Syeda Baumhauer, Molly F. Yang, Jason Antaki, James F. Kainerstorfer, Jana M. J Biomed Opt Imaging Significance: Longitudinal tracking of hemodynamic changes in the breast has shown potential for neoadjuvant chemotherapy (NAC) outcome prediction. Spatial frequency domain imaging (SFDI) could be suitable for frequent monitoring of shallow breast tumors, but strong sensitivity to superficial absorbers presents a challenge. Aim: We investigated the efficacy of a two-layer SFDI inverse model that accounts for varying melanin concentration in the skin to improve discrimination of optical properties of deep tissue of the breast. Approach: Hemodynamic changes in response to localized breast compression were measured in 13 healthy volunteers using a handheld SFDI device. Epidermis optical thickness was determined based on spectral fitting of the model output and used to calculate subcutaneous optical properties. Results: Optical properties from a homogeneous model yielded physiologically unreasonable absorption and scattering coefficients for highly pigmented volunteers. The two-layer model compensated for the effect of melanin and yielded properties in the expected range for healthy breast. Extracted epidermal optical thickness was higher for higher Fitzpatrick types. Compression induced a decrease in total hemoglobin consistent with tissue blanching. Conclusions: The handheld SFDI device and two-layer model show potential for imaging hemodynamic responses that potentially could help predict efficacy of NAC in patients of varying skin tones. Society of Photo-Optical Instrumentation Engineers 2021-05-24 2021-05 /pmc/articles/PMC8145994/ http://dx.doi.org/10.1117/1.JBO.26.5.056005 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI. |
spellingShingle | Imaging Robbins, Constance M. Tabassum, Syeda Baumhauer, Molly F. Yang, Jason Antaki, James F. Kainerstorfer, Jana M. Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue |
title | Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue |
title_full | Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue |
title_fullStr | Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue |
title_full_unstemmed | Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue |
title_short | Two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue |
title_sort | two-layer spatial frequency domain imaging of compression-induced hemodynamic changes in breast tissue |
topic | Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8145994/ http://dx.doi.org/10.1117/1.JBO.26.5.056005 |
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