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Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography

PURPOSE: Patient-tailored management of thyroid nodules requires improved risk of malignancy stratification by accurate preoperative nodule assessment, aiming to personalize decisions concerning diagnostics and treatment. Here, we perform an exploratory pilot study to identify possible patterns on m...

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Autores principales: Noltes, Milou E., Bader, Maximilian, Metman, Madelon J. H., Vonk, Jasper, Steinkamp, Pieter J., Kukačka, Jan, Westerlaan, Henriette E., Dierckx, Rudi A. J. O., van Hemel, Bettien M., Brouwers, Adrienne H., van Dam, Gooitzen M., Jüstel, Dominik, Ntziachristos, Vasilis, Kruijff, Schelto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10317911/
https://www.ncbi.nlm.nih.gov/pubmed/37039901
http://dx.doi.org/10.1007/s00259-023-06189-1
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author Noltes, Milou E.
Bader, Maximilian
Metman, Madelon J. H.
Vonk, Jasper
Steinkamp, Pieter J.
Kukačka, Jan
Westerlaan, Henriette E.
Dierckx, Rudi A. J. O.
van Hemel, Bettien M.
Brouwers, Adrienne H.
van Dam, Gooitzen M.
Jüstel, Dominik
Ntziachristos, Vasilis
Kruijff, Schelto
author_facet Noltes, Milou E.
Bader, Maximilian
Metman, Madelon J. H.
Vonk, Jasper
Steinkamp, Pieter J.
Kukačka, Jan
Westerlaan, Henriette E.
Dierckx, Rudi A. J. O.
van Hemel, Bettien M.
Brouwers, Adrienne H.
van Dam, Gooitzen M.
Jüstel, Dominik
Ntziachristos, Vasilis
Kruijff, Schelto
author_sort Noltes, Milou E.
collection PubMed
description PURPOSE: Patient-tailored management of thyroid nodules requires improved risk of malignancy stratification by accurate preoperative nodule assessment, aiming to personalize decisions concerning diagnostics and treatment. Here, we perform an exploratory pilot study to identify possible patterns on multispectral optoacoustic tomography (MSOT) for thyroid malignancy stratification. For the first time, we directly correlate MSOT images with histopathology data on a detailed level. METHODS: We use recently enhanced data processing and image reconstruction methods for MSOT to provide next-level image quality by means of improved spatial resolution and spectral contrast. We examine optoacoustic features in thyroid nodules associated with vascular patterns and correlate these directly with reference histopathology. RESULTS: Our methods show the ability to resolve blood vessels with diameters of 250 μm at depths of up to 2 cm. The vessel diameters derived on MSOT showed an excellent correlation (R(2)-score of 0.9426) with the vessel diameters on histopathology. Subsequently, we identify features of malignancy observable in MSOT, such as intranodular microvascularity and extrathyroidal extension verified by histopathology. Despite these promising features in selected patients, we could not determine statistically relevant differences between benign and malignant thyroid nodules based on mean oxygen saturation in thyroid nodules. Thus, we illustrate general imaging artifacts of the whole field of optoacoustic imaging that reduce image fidelity and distort spectral contrast, which impedes quantification of chromophore presence based on mean concentrations. CONCLUSION: We recommend examining optoacoustic features in addition to chromophore quantification to rank malignancy risk. We present optoacoustic images of thyroid nodules with the highest spatial resolution and spectral contrast to date, directly correlated to histopathology, pushing the clinical translation of MSOT. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00259-023-06189-1.
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spelling pubmed-103179112023-07-05 Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography Noltes, Milou E. Bader, Maximilian Metman, Madelon J. H. Vonk, Jasper Steinkamp, Pieter J. Kukačka, Jan Westerlaan, Henriette E. Dierckx, Rudi A. J. O. van Hemel, Bettien M. Brouwers, Adrienne H. van Dam, Gooitzen M. Jüstel, Dominik Ntziachristos, Vasilis Kruijff, Schelto Eur J Nucl Med Mol Imaging Original Article PURPOSE: Patient-tailored management of thyroid nodules requires improved risk of malignancy stratification by accurate preoperative nodule assessment, aiming to personalize decisions concerning diagnostics and treatment. Here, we perform an exploratory pilot study to identify possible patterns on multispectral optoacoustic tomography (MSOT) for thyroid malignancy stratification. For the first time, we directly correlate MSOT images with histopathology data on a detailed level. METHODS: We use recently enhanced data processing and image reconstruction methods for MSOT to provide next-level image quality by means of improved spatial resolution and spectral contrast. We examine optoacoustic features in thyroid nodules associated with vascular patterns and correlate these directly with reference histopathology. RESULTS: Our methods show the ability to resolve blood vessels with diameters of 250 μm at depths of up to 2 cm. The vessel diameters derived on MSOT showed an excellent correlation (R(2)-score of 0.9426) with the vessel diameters on histopathology. Subsequently, we identify features of malignancy observable in MSOT, such as intranodular microvascularity and extrathyroidal extension verified by histopathology. Despite these promising features in selected patients, we could not determine statistically relevant differences between benign and malignant thyroid nodules based on mean oxygen saturation in thyroid nodules. Thus, we illustrate general imaging artifacts of the whole field of optoacoustic imaging that reduce image fidelity and distort spectral contrast, which impedes quantification of chromophore presence based on mean concentrations. CONCLUSION: We recommend examining optoacoustic features in addition to chromophore quantification to rank malignancy risk. We present optoacoustic images of thyroid nodules with the highest spatial resolution and spectral contrast to date, directly correlated to histopathology, pushing the clinical translation of MSOT. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00259-023-06189-1. Springer Berlin Heidelberg 2023-04-11 2023 /pmc/articles/PMC10317911/ /pubmed/37039901 http://dx.doi.org/10.1007/s00259-023-06189-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Noltes, Milou E.
Bader, Maximilian
Metman, Madelon J. H.
Vonk, Jasper
Steinkamp, Pieter J.
Kukačka, Jan
Westerlaan, Henriette E.
Dierckx, Rudi A. J. O.
van Hemel, Bettien M.
Brouwers, Adrienne H.
van Dam, Gooitzen M.
Jüstel, Dominik
Ntziachristos, Vasilis
Kruijff, Schelto
Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
title Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
title_full Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
title_fullStr Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
title_full_unstemmed Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
title_short Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
title_sort towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10317911/
https://www.ncbi.nlm.nih.gov/pubmed/37039901
http://dx.doi.org/10.1007/s00259-023-06189-1
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