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Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference
OBJECTIVE: The objective is to assess the value of spatial distribution difference in iodine concentration between malignant and benign solitary pulmonary nodules (SPNs) by analyzing multiple parameters of spectral CT. METHODS: Sixty patients with 39 malignant nodules and 21 benign nodules underwent...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6304588/ https://www.ncbi.nlm.nih.gov/pubmed/30627561 http://dx.doi.org/10.1155/2018/4830659 |
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author | Wu, Linyu Cao, Guoquan Zhao, Liang Tang, Kun Lin, Jie Miao, Shouliang Lin, Tingting Sun, Jieke Zheng, Xiangwu |
author_facet | Wu, Linyu Cao, Guoquan Zhao, Liang Tang, Kun Lin, Jie Miao, Shouliang Lin, Tingting Sun, Jieke Zheng, Xiangwu |
author_sort | Wu, Linyu |
collection | PubMed |
description | OBJECTIVE: The objective is to assess the value of spatial distribution difference in iodine concentration between malignant and benign solitary pulmonary nodules (SPNs) by analyzing multiple parameters of spectral CT. METHODS: Sixty patients with 39 malignant nodules and 21 benign nodules underwent chest contrast CT scans using spectral imaging mode during pulmonary arterial phase (PP), arterial phase (AP), and venous phase (VP). Iodine concentrations of proximal and distal regions in pulmonary nodules on iodine-based material decomposition images were recorded. Normalized iodine concentration (NIC) and the differences in NIC between the proximal and the distal regions (dNIC) were calculated. The two-sample t-test and Mann–Whitney U-test were performed to compare the multiple parameters generated from spectral CT between malignant and benign nodules. Receiver operating characteristic (ROC) curves were generated to calculate sensitivity and specificity. RESULTS: NIC in the proximal region (NIC(pro)) and NIC in the distal region (NIC(dis)) between malignant and benign nodules at AP (NIC(pro), P=0.012; NIC(dis), P=0.024), and VP (NIC(pro), P=0.005; NIC(dis), P =0.004) were significantly different. NIC(pro) at PP (P = 0.037) was also found significantly different between malignant and benign nodules; however, no significant differences were found in NIC(dis) at PP (P = 0.093). In addition, the dNIC of malignant nodules was significantly higher than that of benign ones at PP (median and interquartiles (0.31, 0.11, 0.57 versus -0.26, -0.5, -0.1); p≤0.001), AP (mean dNIC, 0.093 ±0.094 versus -0.075±0.060; p≤0.001), and VP (mean dNIC, 0.171±0.137 versus -0.183±0.127; p≤0.001). The sensitivity and specificity (93%, 95%, respectively) of dNIC during VP were higher than other parameters, with a threshold value of -0.07. CONCLUSIONS: Spectral CT imaging with multiple parameters such as NIC(pro), NIC(dis), and dNIC may be a new method for differentiating malignant SPNs from benign ones. |
format | Online Article Text |
id | pubmed-6304588 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-63045882019-01-09 Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference Wu, Linyu Cao, Guoquan Zhao, Liang Tang, Kun Lin, Jie Miao, Shouliang Lin, Tingting Sun, Jieke Zheng, Xiangwu Biomed Res Int Research Article OBJECTIVE: The objective is to assess the value of spatial distribution difference in iodine concentration between malignant and benign solitary pulmonary nodules (SPNs) by analyzing multiple parameters of spectral CT. METHODS: Sixty patients with 39 malignant nodules and 21 benign nodules underwent chest contrast CT scans using spectral imaging mode during pulmonary arterial phase (PP), arterial phase (AP), and venous phase (VP). Iodine concentrations of proximal and distal regions in pulmonary nodules on iodine-based material decomposition images were recorded. Normalized iodine concentration (NIC) and the differences in NIC between the proximal and the distal regions (dNIC) were calculated. The two-sample t-test and Mann–Whitney U-test were performed to compare the multiple parameters generated from spectral CT between malignant and benign nodules. Receiver operating characteristic (ROC) curves were generated to calculate sensitivity and specificity. RESULTS: NIC in the proximal region (NIC(pro)) and NIC in the distal region (NIC(dis)) between malignant and benign nodules at AP (NIC(pro), P=0.012; NIC(dis), P=0.024), and VP (NIC(pro), P=0.005; NIC(dis), P =0.004) were significantly different. NIC(pro) at PP (P = 0.037) was also found significantly different between malignant and benign nodules; however, no significant differences were found in NIC(dis) at PP (P = 0.093). In addition, the dNIC of malignant nodules was significantly higher than that of benign ones at PP (median and interquartiles (0.31, 0.11, 0.57 versus -0.26, -0.5, -0.1); p≤0.001), AP (mean dNIC, 0.093 ±0.094 versus -0.075±0.060; p≤0.001), and VP (mean dNIC, 0.171±0.137 versus -0.183±0.127; p≤0.001). The sensitivity and specificity (93%, 95%, respectively) of dNIC during VP were higher than other parameters, with a threshold value of -0.07. CONCLUSIONS: Spectral CT imaging with multiple parameters such as NIC(pro), NIC(dis), and dNIC may be a new method for differentiating malignant SPNs from benign ones. Hindawi 2018-12-09 /pmc/articles/PMC6304588/ /pubmed/30627561 http://dx.doi.org/10.1155/2018/4830659 Text en Copyright © 2018 Linyu Wu et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Wu, Linyu Cao, Guoquan Zhao, Liang Tang, Kun Lin, Jie Miao, Shouliang Lin, Tingting Sun, Jieke Zheng, Xiangwu Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference |
title | Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference |
title_full | Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference |
title_fullStr | Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference |
title_full_unstemmed | Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference |
title_short | Spectral CT Analysis of Solitary Pulmonary Nodules for Differentiating Malignancy from Benignancy: The Value of Iodine Concentration Spatial Distribution Difference |
title_sort | spectral ct analysis of solitary pulmonary nodules for differentiating malignancy from benignancy: the value of iodine concentration spatial distribution difference |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6304588/ https://www.ncbi.nlm.nih.gov/pubmed/30627561 http://dx.doi.org/10.1155/2018/4830659 |
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