Cargando…

Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions

Significance: Noninvasive diffuse optical spectroscopy (DOS) is a promising adjunct diagnostic imaging technique for distinguishing benign and malignant breast lesions. Most DOS approaches require normalizing lesion biomarkers to healthy tissue since major tissue constituents exhibit large interpati...

Descripción completa

Detalles Bibliográficos
Autores principales: Vasudevan, Sandhya, Campbell, Chris, Liu, Fang, O’Sullivan, Thomas D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240868/
https://www.ncbi.nlm.nih.gov/pubmed/34189876
http://dx.doi.org/10.1117/1.JBO.26.6.065004
_version_ 1783715289464045568
author Vasudevan, Sandhya
Campbell, Chris
Liu, Fang
O’Sullivan, Thomas D.
author_facet Vasudevan, Sandhya
Campbell, Chris
Liu, Fang
O’Sullivan, Thomas D.
author_sort Vasudevan, Sandhya
collection PubMed
description Significance: Noninvasive diffuse optical spectroscopy (DOS) is a promising adjunct diagnostic imaging technique for distinguishing benign and malignant breast lesions. Most DOS approaches require normalizing lesion biomarkers to healthy tissue since major tissue constituents exhibit large interpatient variations. However, absolute optical biomarkers are desirable as it avoids reference measurements which may be difficult or impractical to acquire. Aim: Our goal is to determine whether absolute measurements of minor absorbers such as collagen and methemoglobin (metHb) can successfully distinguish lesions. We hypothesize that metHb would exhibit less interpatient variability and be more suitable as an absolute metric for malignancy. However, we would expect collagen to exhibit more variability, because unlike metHb, collagen is also present in the healthy tissue. Approach: In this retrospective clinical study, 30 lesions with breast imaging reporting and database system score [Formula: see text] (12 benign and 18 malignant) measured with broadband quantitative DOS were analyzed for their oxyhemoglobin (HbO), deoxyhemoglobin (HHb), water, lipids, collagen, metHb concentrations, and optical scattering characteristics. Wilcoxon rank sum test was used to compare benign and malignant lesions for all variables in both normalized and absolute forms. Results: Among all absolute DOS parameters considered, only absolute metHb was observed to be significant for lesion discrimination ([Formula: see text] for benign versus [Formula: see text] for malignant, [Formula: see text]). Absolute metHb concentration was also determined to be the best predictor of malignancy with an area under the curve of 0.89. Conclusions: Our findings demonstrate that lesion metHb concentration measured by DOS can improve noninvasive optical diagnosis of breast malignancies. Since metHb concentration found in normal breast tissue is extremely low, metHb may be a more direct indicator of malignancy that does not depend on other biomarkers found in healthy tissue with significant variability. Furthermore, absolute parameters require reduced measurement time and can be utilized in cases where healthy reference tissue is not available.
format Online
Article
Text
id pubmed-8240868
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Society of Photo-Optical Instrumentation Engineers
record_format MEDLINE/PubMed
spelling pubmed-82408682021-06-30 Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions Vasudevan, Sandhya Campbell, Chris Liu, Fang O’Sullivan, Thomas D. J Biomed Opt General Significance: Noninvasive diffuse optical spectroscopy (DOS) is a promising adjunct diagnostic imaging technique for distinguishing benign and malignant breast lesions. Most DOS approaches require normalizing lesion biomarkers to healthy tissue since major tissue constituents exhibit large interpatient variations. However, absolute optical biomarkers are desirable as it avoids reference measurements which may be difficult or impractical to acquire. Aim: Our goal is to determine whether absolute measurements of minor absorbers such as collagen and methemoglobin (metHb) can successfully distinguish lesions. We hypothesize that metHb would exhibit less interpatient variability and be more suitable as an absolute metric for malignancy. However, we would expect collagen to exhibit more variability, because unlike metHb, collagen is also present in the healthy tissue. Approach: In this retrospective clinical study, 30 lesions with breast imaging reporting and database system score [Formula: see text] (12 benign and 18 malignant) measured with broadband quantitative DOS were analyzed for their oxyhemoglobin (HbO), deoxyhemoglobin (HHb), water, lipids, collagen, metHb concentrations, and optical scattering characteristics. Wilcoxon rank sum test was used to compare benign and malignant lesions for all variables in both normalized and absolute forms. Results: Among all absolute DOS parameters considered, only absolute metHb was observed to be significant for lesion discrimination ([Formula: see text] for benign versus [Formula: see text] for malignant, [Formula: see text]). Absolute metHb concentration was also determined to be the best predictor of malignancy with an area under the curve of 0.89. Conclusions: Our findings demonstrate that lesion metHb concentration measured by DOS can improve noninvasive optical diagnosis of breast malignancies. Since metHb concentration found in normal breast tissue is extremely low, metHb may be a more direct indicator of malignancy that does not depend on other biomarkers found in healthy tissue with significant variability. Furthermore, absolute parameters require reduced measurement time and can be utilized in cases where healthy reference tissue is not available. Society of Photo-Optical Instrumentation Engineers 2021-06-29 2021-06 /pmc/articles/PMC8240868/ /pubmed/34189876 http://dx.doi.org/10.1117/1.JBO.26.6.065004 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 General
Vasudevan, Sandhya
Campbell, Chris
Liu, Fang
O’Sullivan, Thomas D.
Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions
title Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions
title_full Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions
title_fullStr Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions
title_full_unstemmed Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions
title_short Broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions
title_sort broadband diffuse optical spectroscopy of absolute methemoglobin concentration can distinguish benign and malignant breast lesions
topic General
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240868/
https://www.ncbi.nlm.nih.gov/pubmed/34189876
http://dx.doi.org/10.1117/1.JBO.26.6.065004
work_keys_str_mv AT vasudevansandhya broadbanddiffuseopticalspectroscopyofabsolutemethemoglobinconcentrationcandistinguishbenignandmalignantbreastlesions
AT campbellchris broadbanddiffuseopticalspectroscopyofabsolutemethemoglobinconcentrationcandistinguishbenignandmalignantbreastlesions
AT liufang broadbanddiffuseopticalspectroscopyofabsolutemethemoglobinconcentrationcandistinguishbenignandmalignantbreastlesions
AT osullivanthomasd broadbanddiffuseopticalspectroscopyofabsolutemethemoglobinconcentrationcandistinguishbenignandmalignantbreastlesions