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Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma
Diffuse multi-spectral imaging has been evaluated as a potential non-invasive marker of tumor response. Multi-spectral images of Kaposi sarcoma skin lesions were taken over the course of treatment, and blood volume and oxygenation concentration maps were obtained through principal component analysis...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3873970/ https://www.ncbi.nlm.nih.gov/pubmed/24386302 http://dx.doi.org/10.1371/journal.pone.0083887 |
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author | Kainerstorfer, Jana M. Polizzotto, Mark N. Uldrick, Thomas S. Rahman, Rafa Hassan, Moinuddin Najafizadeh, Laleh Ardeshirpour, Yasaman Wyvill, Kathleen M. Aleman, Karen Smith, Paul D. Yarchoan, Robert Gandjbakhche, Amir H. |
author_facet | Kainerstorfer, Jana M. Polizzotto, Mark N. Uldrick, Thomas S. Rahman, Rafa Hassan, Moinuddin Najafizadeh, Laleh Ardeshirpour, Yasaman Wyvill, Kathleen M. Aleman, Karen Smith, Paul D. Yarchoan, Robert Gandjbakhche, Amir H. |
author_sort | Kainerstorfer, Jana M. |
collection | PubMed |
description | Diffuse multi-spectral imaging has been evaluated as a potential non-invasive marker of tumor response. Multi-spectral images of Kaposi sarcoma skin lesions were taken over the course of treatment, and blood volume and oxygenation concentration maps were obtained through principal component analysis (PCA) of the data. These images were compared with clinical and pathological responses determined by conventional means. We demonstrate that cutaneous lesions have increased blood volume concentration and that changes in this parameter are a reliable indicator of treatment efficacy, differentiating responders and non-responders. Blood volume decreased by at least 20% in all lesions that responded by clinical criteria and increased in the two lesions that did not respond clinically. Responses as assessed by multi-spectral imaging also generally correlated with overall patient clinical response assessment, were often detectable earlier in the course of therapy, and are less subject to observer variability than conventional clinical assessment. Tissue oxygenation was more variable, with lesions often showing decreased oxygenation in the center surrounded by a zone of increased oxygenation. This technique could potentially be a clinically useful supplement to existing response assessment in KS, providing an early, quantitative, and non-invasive marker of treatment effect. |
format | Online Article Text |
id | pubmed-3873970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38739702014-01-02 Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma Kainerstorfer, Jana M. Polizzotto, Mark N. Uldrick, Thomas S. Rahman, Rafa Hassan, Moinuddin Najafizadeh, Laleh Ardeshirpour, Yasaman Wyvill, Kathleen M. Aleman, Karen Smith, Paul D. Yarchoan, Robert Gandjbakhche, Amir H. PLoS One Research Article Diffuse multi-spectral imaging has been evaluated as a potential non-invasive marker of tumor response. Multi-spectral images of Kaposi sarcoma skin lesions were taken over the course of treatment, and blood volume and oxygenation concentration maps were obtained through principal component analysis (PCA) of the data. These images were compared with clinical and pathological responses determined by conventional means. We demonstrate that cutaneous lesions have increased blood volume concentration and that changes in this parameter are a reliable indicator of treatment efficacy, differentiating responders and non-responders. Blood volume decreased by at least 20% in all lesions that responded by clinical criteria and increased in the two lesions that did not respond clinically. Responses as assessed by multi-spectral imaging also generally correlated with overall patient clinical response assessment, were often detectable earlier in the course of therapy, and are less subject to observer variability than conventional clinical assessment. Tissue oxygenation was more variable, with lesions often showing decreased oxygenation in the center surrounded by a zone of increased oxygenation. This technique could potentially be a clinically useful supplement to existing response assessment in KS, providing an early, quantitative, and non-invasive marker of treatment effect. Public Library of Science 2013-12-27 /pmc/articles/PMC3873970/ /pubmed/24386302 http://dx.doi.org/10.1371/journal.pone.0083887 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. |
spellingShingle | Research Article Kainerstorfer, Jana M. Polizzotto, Mark N. Uldrick, Thomas S. Rahman, Rafa Hassan, Moinuddin Najafizadeh, Laleh Ardeshirpour, Yasaman Wyvill, Kathleen M. Aleman, Karen Smith, Paul D. Yarchoan, Robert Gandjbakhche, Amir H. Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma |
title | Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma |
title_full | Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma |
title_fullStr | Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma |
title_full_unstemmed | Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma |
title_short | Evaluation of Non-Invasive Multispectral Imaging as a Tool for Measuring the Effect of Systemic Therapy in Kaposi Sarcoma |
title_sort | evaluation of non-invasive multispectral imaging as a tool for measuring the effect of systemic therapy in kaposi sarcoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3873970/ https://www.ncbi.nlm.nih.gov/pubmed/24386302 http://dx.doi.org/10.1371/journal.pone.0083887 |
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