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Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings
Precise information on localized variations in blood circulation holds the key for noninvasive diagnostics and therapeutic assessment of various forms of cancer. While thermal imaging by itself may provide significant insights on the combined implications of the relevant physiological parameters, vi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764675/ https://www.ncbi.nlm.nih.gov/pubmed/34983869 http://dx.doi.org/10.1073/pnas.2026201119 |
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author | Bhowmik, Arka Ghosh, Biswajoy Pal, Mousumi Paul, Ranjan Rashmi Chatterjee, Jyotirmoy Chakraborty, Suman |
author_facet | Bhowmik, Arka Ghosh, Biswajoy Pal, Mousumi Paul, Ranjan Rashmi Chatterjee, Jyotirmoy Chakraborty, Suman |
author_sort | Bhowmik, Arka |
collection | PubMed |
description | Precise information on localized variations in blood circulation holds the key for noninvasive diagnostics and therapeutic assessment of various forms of cancer. While thermal imaging by itself may provide significant insights on the combined implications of the relevant physiological parameters, viz. local blood perfusion and metabolic balance due to active tumors as well as the ambient conditions, knowledge of the tissue surface temperature alone may be somewhat inadequate in distinguishing between some ambiguous manifestations of precancer and cancerous lesions, resulting in compromise of the selectivity in detection. This, along with the lack of availability of a user-friendly and inexpensive portable device for thermal-image acquisition, blood perfusion mapping, and data integration acts as a deterrent against the emergence of an inexpensive, contact-free, and accurate in situ screening and diagnostic approach for cancer detection and management. Circumventing these constraints, here we report a portable noninvasive blood perfusion imager augmented with machine learning–based quantitative analytics for screening precancerous and cancerous traits in oral lesions, by probing the localized alterations in microcirculation. With a proven overall sensitivity >96.66% and specificity of 100% as compared to gold-standard biopsy-based tests, the method successfully classified oral cancer and precancer in a resource-limited clinical setting in a double-blinded patient trial and exhibited favorable predictive capabilities considering other complementary modes of medical image analysis as well. The method holds further potential to achieve contrast-free, accurate, and low-cost diagnosis of abnormal microvascular physiology and other clinically vulnerable conditions, when interpreted along with complementary clinically evidenced decision-making perspectives. |
format | Online Article Text |
id | pubmed-8764675 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-87646752022-07-04 Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings Bhowmik, Arka Ghosh, Biswajoy Pal, Mousumi Paul, Ranjan Rashmi Chatterjee, Jyotirmoy Chakraborty, Suman Proc Natl Acad Sci U S A Physical Sciences Precise information on localized variations in blood circulation holds the key for noninvasive diagnostics and therapeutic assessment of various forms of cancer. While thermal imaging by itself may provide significant insights on the combined implications of the relevant physiological parameters, viz. local blood perfusion and metabolic balance due to active tumors as well as the ambient conditions, knowledge of the tissue surface temperature alone may be somewhat inadequate in distinguishing between some ambiguous manifestations of precancer and cancerous lesions, resulting in compromise of the selectivity in detection. This, along with the lack of availability of a user-friendly and inexpensive portable device for thermal-image acquisition, blood perfusion mapping, and data integration acts as a deterrent against the emergence of an inexpensive, contact-free, and accurate in situ screening and diagnostic approach for cancer detection and management. Circumventing these constraints, here we report a portable noninvasive blood perfusion imager augmented with machine learning–based quantitative analytics for screening precancerous and cancerous traits in oral lesions, by probing the localized alterations in microcirculation. With a proven overall sensitivity >96.66% and specificity of 100% as compared to gold-standard biopsy-based tests, the method successfully classified oral cancer and precancer in a resource-limited clinical setting in a double-blinded patient trial and exhibited favorable predictive capabilities considering other complementary modes of medical image analysis as well. The method holds further potential to achieve contrast-free, accurate, and low-cost diagnosis of abnormal microvascular physiology and other clinically vulnerable conditions, when interpreted along with complementary clinically evidenced decision-making perspectives. National Academy of Sciences 2022-01-04 2022-01-11 /pmc/articles/PMC8764675/ /pubmed/34983869 http://dx.doi.org/10.1073/pnas.2026201119 Text en Copyright © 2021 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Physical Sciences Bhowmik, Arka Ghosh, Biswajoy Pal, Mousumi Paul, Ranjan Rashmi Chatterjee, Jyotirmoy Chakraborty, Suman Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings |
title | Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings |
title_full | Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings |
title_fullStr | Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings |
title_full_unstemmed | Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings |
title_short | Portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings |
title_sort | portable, handheld, and affordable blood perfusion imager for screening of subsurface cancer in resource-limited settings |
topic | Physical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764675/ https://www.ncbi.nlm.nih.gov/pubmed/34983869 http://dx.doi.org/10.1073/pnas.2026201119 |
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