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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...

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Autores principales: Dong, Linan, Li, Jun, Jian, Wushuai, Zhang, Lu, Wu, Mingshu, Shi, Hongli, Luo, Shuqian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
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.
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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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