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An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions
Combining optoacoustic (OA) imaging with ultrasound (US) enables visualisation of functional blood vasculature in breast lesions by OA to be overlaid with the morphological information of US. Here, we develop a simple OA feature set to differentiate benign and malignant breast lesions. 94 female pat...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441264/ https://www.ncbi.nlm.nih.gov/pubmed/36068806 http://dx.doi.org/10.1016/j.pacs.2022.100383 |
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author | Abeyakoon, O. Woitek, R. Wallis, M.G. Moyle, P.L. Morscher, S. Dahlhaus, N. Ford, S.J. Burton, N.C. Manavaki, R. Mendichovszky, I.A. Joseph, J. Quiros-Gonzalez, I. Bohndiek, S.E. Gilbert, F.J. |
author_facet | Abeyakoon, O. Woitek, R. Wallis, M.G. Moyle, P.L. Morscher, S. Dahlhaus, N. Ford, S.J. Burton, N.C. Manavaki, R. Mendichovszky, I.A. Joseph, J. Quiros-Gonzalez, I. Bohndiek, S.E. Gilbert, F.J. |
author_sort | Abeyakoon, O. |
collection | PubMed |
description | Combining optoacoustic (OA) imaging with ultrasound (US) enables visualisation of functional blood vasculature in breast lesions by OA to be overlaid with the morphological information of US. Here, we develop a simple OA feature set to differentiate benign and malignant breast lesions. 94 female patients with benign, indeterminate or suspicious lesions were recruited and underwent OA-US. An OA-US imaging feature set was developed using images from the first 38 patients, which contained 14 malignant and 8 benign solid lesions. Two independent radiologists blindly scored the OA-US images of a further 56 patients, which included 31 malignant and 13 benign solid lesions, with a sensitivity of 96.8% and specificity of 84.6%. Our findings indicate that OA-US can reveal vascular patterns of breast lesions that indicate malignancy using a simple feature set based on single wavelength OA data, which is therefore amenable to application in low resource settings for breast cancer management. |
format | Online Article Text |
id | pubmed-9441264 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-94412642022-09-05 An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions Abeyakoon, O. Woitek, R. Wallis, M.G. Moyle, P.L. Morscher, S. Dahlhaus, N. Ford, S.J. Burton, N.C. Manavaki, R. Mendichovszky, I.A. Joseph, J. Quiros-Gonzalez, I. Bohndiek, S.E. Gilbert, F.J. Photoacoustics Special Section: Special issue on "Towards Multimodality clinical optoacoustic imaging co-registered with Ultrasound" Combining optoacoustic (OA) imaging with ultrasound (US) enables visualisation of functional blood vasculature in breast lesions by OA to be overlaid with the morphological information of US. Here, we develop a simple OA feature set to differentiate benign and malignant breast lesions. 94 female patients with benign, indeterminate or suspicious lesions were recruited and underwent OA-US. An OA-US imaging feature set was developed using images from the first 38 patients, which contained 14 malignant and 8 benign solid lesions. Two independent radiologists blindly scored the OA-US images of a further 56 patients, which included 31 malignant and 13 benign solid lesions, with a sensitivity of 96.8% and specificity of 84.6%. Our findings indicate that OA-US can reveal vascular patterns of breast lesions that indicate malignancy using a simple feature set based on single wavelength OA data, which is therefore amenable to application in low resource settings for breast cancer management. Elsevier 2022-07-04 /pmc/articles/PMC9441264/ /pubmed/36068806 http://dx.doi.org/10.1016/j.pacs.2022.100383 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Special Section: Special issue on "Towards Multimodality clinical optoacoustic imaging co-registered with Ultrasound" Abeyakoon, O. Woitek, R. Wallis, M.G. Moyle, P.L. Morscher, S. Dahlhaus, N. Ford, S.J. Burton, N.C. Manavaki, R. Mendichovszky, I.A. Joseph, J. Quiros-Gonzalez, I. Bohndiek, S.E. Gilbert, F.J. An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions |
title | An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions |
title_full | An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions |
title_fullStr | An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions |
title_full_unstemmed | An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions |
title_short | An optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions |
title_sort | optoacoustic imaging feature set to characterise blood vessels surrounding benign and malignant breast lesions |
topic | Special Section: Special issue on "Towards Multimodality clinical optoacoustic imaging co-registered with Ultrasound" |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441264/ https://www.ncbi.nlm.nih.gov/pubmed/36068806 http://dx.doi.org/10.1016/j.pacs.2022.100383 |
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