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The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles
Investigation of nanobubble (NB) pharmacokinetics in contrast-enhanced ultrasound (CEUS) at the pixel level shows a unique phenomenon where the first pass of the contrast agent bolus is accompanied by a second wave. This effect has not been previously observed in CEUS with microbubbles. The objectiv...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9365822/ https://www.ncbi.nlm.nih.gov/pubmed/35948582 http://dx.doi.org/10.1038/s41598-022-17756-1 |
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author | Chen, Chuan Perera, Reshani Kolios, Michael C. Wijkstra, Hessel Exner, Agata A. Mischi, Massimo Turco, Simona |
author_facet | Chen, Chuan Perera, Reshani Kolios, Michael C. Wijkstra, Hessel Exner, Agata A. Mischi, Massimo Turco, Simona |
author_sort | Chen, Chuan |
collection | PubMed |
description | Investigation of nanobubble (NB) pharmacokinetics in contrast-enhanced ultrasound (CEUS) at the pixel level shows a unique phenomenon where the first pass of the contrast agent bolus is accompanied by a second wave. This effect has not been previously observed in CEUS with microbubbles. The objective of this study was to investigate this second-wave phenomenon and its potential clinical applications. Seven mice with a total of fourteen subcutaneously-implanted tumors were included in the experiments. After injecting a bolus of NBs, the NB-CEUS images were acquired to record the time-intensity curves (TICs) at each pixel. These TICs are fitted to a pharmacokinetic model which we designed to describe the observed second-wave phenomenon. The estimated model parameters are presented as parametric maps to visualize the characteristics of tumor lesions. Histological analysis was also conducted in one mouse to compare the molecular features of tumor tissue with the obtained parametric maps. The second-wave phenomenon is evidently shown in a series of pixel-based TICs extracted from either tumor or tissues. The value of two model parameters, the ratio of the peak intensities of the second over the first wave, and the decay rate of the wash-out process present large differences between malignant tumor and normal tissue (0.04 < Jessen-Shannon divergence < 0.08). The occurrence of a second wave is a unique phenomenon that we have observed in NB-CEUS imaging of both mouse tumor and tissue. As the characteristics of the second wave are different between tumor and tissue, this phenomenon has the potential to support the diagnosis of cancerous lesions. |
format | Online Article Text |
id | pubmed-9365822 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93658222022-08-12 The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles Chen, Chuan Perera, Reshani Kolios, Michael C. Wijkstra, Hessel Exner, Agata A. Mischi, Massimo Turco, Simona Sci Rep Article Investigation of nanobubble (NB) pharmacokinetics in contrast-enhanced ultrasound (CEUS) at the pixel level shows a unique phenomenon where the first pass of the contrast agent bolus is accompanied by a second wave. This effect has not been previously observed in CEUS with microbubbles. The objective of this study was to investigate this second-wave phenomenon and its potential clinical applications. Seven mice with a total of fourteen subcutaneously-implanted tumors were included in the experiments. After injecting a bolus of NBs, the NB-CEUS images were acquired to record the time-intensity curves (TICs) at each pixel. These TICs are fitted to a pharmacokinetic model which we designed to describe the observed second-wave phenomenon. The estimated model parameters are presented as parametric maps to visualize the characteristics of tumor lesions. Histological analysis was also conducted in one mouse to compare the molecular features of tumor tissue with the obtained parametric maps. The second-wave phenomenon is evidently shown in a series of pixel-based TICs extracted from either tumor or tissues. The value of two model parameters, the ratio of the peak intensities of the second over the first wave, and the decay rate of the wash-out process present large differences between malignant tumor and normal tissue (0.04 < Jessen-Shannon divergence < 0.08). The occurrence of a second wave is a unique phenomenon that we have observed in NB-CEUS imaging of both mouse tumor and tissue. As the characteristics of the second wave are different between tumor and tissue, this phenomenon has the potential to support the diagnosis of cancerous lesions. Nature Publishing Group UK 2022-08-10 /pmc/articles/PMC9365822/ /pubmed/35948582 http://dx.doi.org/10.1038/s41598-022-17756-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Article Chen, Chuan Perera, Reshani Kolios, Michael C. Wijkstra, Hessel Exner, Agata A. Mischi, Massimo Turco, Simona The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles |
title | The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles |
title_full | The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles |
title_fullStr | The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles |
title_full_unstemmed | The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles |
title_short | The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles |
title_sort | unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9365822/ https://www.ncbi.nlm.nih.gov/pubmed/35948582 http://dx.doi.org/10.1038/s41598-022-17756-1 |
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