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Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source
BACKGROUND: Chronic obstructive pulmonary disease (COPD) is one of the leading causes of morbidity and mortality worldwide, and emphysema is a common component of COPD. Currently, it is very difficult to detect early stage emphysema using conventional radiographic imaging without contrast agents, be...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4084497/ https://www.ncbi.nlm.nih.gov/pubmed/24952622 http://dx.doi.org/10.1186/1475-925X-13-82 |
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author | Dong, Linan Li, Jun Jian, Wushuai Zhang, Lu Wu, Mingshu Shi, Hongli Luo, Shuqian |
author_facet | Dong, Linan Li, Jun Jian, Wushuai Zhang, Lu Wu, Mingshu Shi, Hongli Luo, Shuqian |
author_sort | Dong, Linan |
collection | PubMed |
description | BACKGROUND: Chronic obstructive pulmonary disease (COPD) is one of the leading causes of morbidity and mortality worldwide, and emphysema is a common component of COPD. Currently, it is very difficult to detect early stage emphysema using conventional radiographic imaging without contrast agents, because the change in X-ray attenuation is not detectable with absorption-based radiography. Compared with the absorption-based CT, phase contrast imaging has more advantages in soft tissue imaging, because of its high spatial resolution and contrast. METHODS: In this article, we used diffraction enhanced imaging (DEI) method to get the images of early stage emphysematous and healthy samples, then extract X-ray absorption, refraction, and ultra-small-angle X-ray scattering (USAXS) information from DEI images using multiple image radiography (MIR). We combined the absorption image with the USAXS image by a scatter plot. The critical threshold in the scatter plot was calibrated using the linear discriminant function in the pattern recognition. RESULTS: USAXS image was sensitive to the change of tissue micro-structure, it could show the lesions which were invisible in the absorption image. Combined with the absorption-based image, the USAXS information enabled better discrimination between healthy and emphysematous lung tissue in a mouse model. The false-color images demonstrated that our method was capable of classifying healthy and emphysematous tissues. CONCLUSION: Here we present USAXS images of early stage emphysematous and healthy samples, where the dependence of the USAXS signal on micro-structures of biomedical samples leads to improved diagnosis of emphysema in lung radiographs. |
format | Online Article Text |
id | pubmed-4084497 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40844972014-07-18 Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source Dong, Linan Li, Jun Jian, Wushuai Zhang, Lu Wu, Mingshu Shi, Hongli Luo, Shuqian Biomed Eng Online Research BACKGROUND: Chronic obstructive pulmonary disease (COPD) is one of the leading causes of morbidity and mortality worldwide, and emphysema is a common component of COPD. Currently, it is very difficult to detect early stage emphysema using conventional radiographic imaging without contrast agents, because the change in X-ray attenuation is not detectable with absorption-based radiography. Compared with the absorption-based CT, phase contrast imaging has more advantages in soft tissue imaging, because of its high spatial resolution and contrast. METHODS: In this article, we used diffraction enhanced imaging (DEI) method to get the images of early stage emphysematous and healthy samples, then extract X-ray absorption, refraction, and ultra-small-angle X-ray scattering (USAXS) information from DEI images using multiple image radiography (MIR). We combined the absorption image with the USAXS image by a scatter plot. The critical threshold in the scatter plot was calibrated using the linear discriminant function in the pattern recognition. RESULTS: USAXS image was sensitive to the change of tissue micro-structure, it could show the lesions which were invisible in the absorption image. Combined with the absorption-based image, the USAXS information enabled better discrimination between healthy and emphysematous lung tissue in a mouse model. The false-color images demonstrated that our method was capable of classifying healthy and emphysematous tissues. CONCLUSION: Here we present USAXS images of early stage emphysematous and healthy samples, where the dependence of the USAXS signal on micro-structures of biomedical samples leads to improved diagnosis of emphysema in lung radiographs. BioMed Central 2014-06-21 /pmc/articles/PMC4084497/ /pubmed/24952622 http://dx.doi.org/10.1186/1475-925X-13-82 Text en Copyright © 2014 Dong et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Dong, Linan Li, Jun Jian, Wushuai Zhang, Lu Wu, Mingshu Shi, Hongli Luo, Shuqian Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source |
title | Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source |
title_full | Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source |
title_fullStr | Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source |
title_full_unstemmed | Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source |
title_short | Emphysema early diagnosis using X-ray diffraction enhanced imaging at synchrotron light source |
title_sort | emphysema early diagnosis using x-ray diffraction enhanced imaging at synchrotron light source |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4084497/ https://www.ncbi.nlm.nih.gov/pubmed/24952622 http://dx.doi.org/10.1186/1475-925X-13-82 |
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