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Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy
Being the largest and most accessible organ of the human body, the skin could offer a window to diabetes-related complications on the microvasculature. However, skin microvasculature is typically assessed by histological analysis, which is not suited for applications to large populations or longitud...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505608/ https://www.ncbi.nlm.nih.gov/pubmed/37718348 http://dx.doi.org/10.1038/s41377-023-01275-3 |
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author | He, Hailong Fasoula, Nikolina-Alexia Karlas, Angelos Omar, Murad Aguirre, Juan Lutz, Jessica Kallmayer, Michael Füchtenbusch, Martin Eckstein, Hans-Henning Ziegler, Annette Ntziachristos, Vasilis |
author_facet | He, Hailong Fasoula, Nikolina-Alexia Karlas, Angelos Omar, Murad Aguirre, Juan Lutz, Jessica Kallmayer, Michael Füchtenbusch, Martin Eckstein, Hans-Henning Ziegler, Annette Ntziachristos, Vasilis |
author_sort | He, Hailong |
collection | PubMed |
description | Being the largest and most accessible organ of the human body, the skin could offer a window to diabetes-related complications on the microvasculature. However, skin microvasculature is typically assessed by histological analysis, which is not suited for applications to large populations or longitudinal studies. We introduce ultra-wideband raster-scan optoacoustic mesoscopy (RSOM) for precise, non-invasive assessment of diabetes-related changes in the dermal microvasculature and skin micro-anatomy, resolved with unprecedented sensitivity and detail without the need for contrast agents. Providing unique imaging contrast, we explored a possible role for RSOM as an investigational tool in diabetes healthcare and offer the first comprehensive study investigating the relationship between different diabetes complications and microvascular features in vivo. We applied RSOM to scan the pretibial area of 95 participants with diabetes mellitus and 48 age-matched volunteers without diabetes, grouped according to disease complications, and extracted six label-free optoacoustic biomarkers of human skin, including dermal microvasculature density and epidermal parameters, based on a novel image-processing pipeline. We then correlated these biomarkers to disease severity and found statistically significant effects on microvasculature parameters as a function of diabetes complications. We discuss how label-free RSOM biomarkers can lead to a quantitative assessment of the systemic effects of diabetes and its complications, complementing the qualitative assessment allowed by current clinical metrics, possibly leading to a precise scoring system that captures the gradual evolution of the disease. |
format | Online Article Text |
id | pubmed-10505608 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105056082023-09-19 Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy He, Hailong Fasoula, Nikolina-Alexia Karlas, Angelos Omar, Murad Aguirre, Juan Lutz, Jessica Kallmayer, Michael Füchtenbusch, Martin Eckstein, Hans-Henning Ziegler, Annette Ntziachristos, Vasilis Light Sci Appl Article Being the largest and most accessible organ of the human body, the skin could offer a window to diabetes-related complications on the microvasculature. However, skin microvasculature is typically assessed by histological analysis, which is not suited for applications to large populations or longitudinal studies. We introduce ultra-wideband raster-scan optoacoustic mesoscopy (RSOM) for precise, non-invasive assessment of diabetes-related changes in the dermal microvasculature and skin micro-anatomy, resolved with unprecedented sensitivity and detail without the need for contrast agents. Providing unique imaging contrast, we explored a possible role for RSOM as an investigational tool in diabetes healthcare and offer the first comprehensive study investigating the relationship between different diabetes complications and microvascular features in vivo. We applied RSOM to scan the pretibial area of 95 participants with diabetes mellitus and 48 age-matched volunteers without diabetes, grouped according to disease complications, and extracted six label-free optoacoustic biomarkers of human skin, including dermal microvasculature density and epidermal parameters, based on a novel image-processing pipeline. We then correlated these biomarkers to disease severity and found statistically significant effects on microvasculature parameters as a function of diabetes complications. We discuss how label-free RSOM biomarkers can lead to a quantitative assessment of the systemic effects of diabetes and its complications, complementing the qualitative assessment allowed by current clinical metrics, possibly leading to a precise scoring system that captures the gradual evolution of the disease. Nature Publishing Group UK 2023-09-18 /pmc/articles/PMC10505608/ /pubmed/37718348 http://dx.doi.org/10.1038/s41377-023-01275-3 Text en © The Author(s) 2023 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article He, Hailong Fasoula, Nikolina-Alexia Karlas, Angelos Omar, Murad Aguirre, Juan Lutz, Jessica Kallmayer, Michael Füchtenbusch, Martin Eckstein, Hans-Henning Ziegler, Annette Ntziachristos, Vasilis Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy |
title | Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy |
title_full | Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy |
title_fullStr | Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy |
title_full_unstemmed | Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy |
title_short | Opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy |
title_sort | opening a window to skin biomarkers for diabetes stage with optoacoustic mesoscopy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505608/ https://www.ncbi.nlm.nih.gov/pubmed/37718348 http://dx.doi.org/10.1038/s41377-023-01275-3 |
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