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Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study
BACKGROUND: To explore the effect of b-value distributions on the repeatability and diagnostic performance of the ADC value in rectal cancer patients using multiple b-values and mono-exponential model diffusion-weighted imaging (DWI). METHODS: Thirty-two preoperative rectal cancer patients, without...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6238345/ https://www.ncbi.nlm.nih.gov/pubmed/30442202 http://dx.doi.org/10.1186/s40644-018-0177-1 |
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author | Chen, Luguang Shen, Fu Li, Zhihui Lu, Haidi Chen, Yukun Wang, Zhen Lu, Jianping |
author_facet | Chen, Luguang Shen, Fu Li, Zhihui Lu, Haidi Chen, Yukun Wang, Zhen Lu, Jianping |
author_sort | Chen, Luguang |
collection | PubMed |
description | BACKGROUND: To explore the effect of b-value distributions on the repeatability and diagnostic performance of the ADC value in rectal cancer patients using multiple b-values and mono-exponential model diffusion-weighted imaging (DWI). METHODS: Thirty-two preoperative rectal cancer patients, without receiving neoadjuvant therapy, were scanned on a 3 Tesla magnetic resonance imaging scanner using DWI with 10 b-values ranging from 0 to 2000 s/mm(2). The apparent diffusion coefficient (ADC) value was calculated using a mono-exponential model and 31 b-value combinations consisting of 2 to 10 b-values were explored. Regions of interest with the maximum cross-sectional tumour size were outlined on the ADC map by two independent observers. Intraclass correlation coefficients (ICC), coefficient of variation (CV), and Bland-Altman plots between the two observers were calculated and evaluated to determine repeatability. Areas under receiver operating characteristic curves (AUCs) were evaluated for rectal cancer characterization. Correlations between the mean ADC values and T stage were assessed using the Spearman correlation coefficient (ρ). α (= ICC + AUC + |ρ|- CV - |bias|) was defined and used to assess the optimal b-value distribution. RESULTS: Postoperative pathology tests revealed 4 patients with T1, 10 patients with T2, and 18 patients with T3 stages. There were no significant difference in age and sex between the two groups (T1–2 vs. T3). Excellent reproducibility was observed for ADC values between two observers with ICC and CV values ranging from 0.920 to 0.998, and 1.475 to 5.568%, respectively. The mean percent difference and ρ between the paired measurements was ranged from − 2.7 to 1.2% and from − 0.759 to − 0.407, respectively. The b-value combinations with the top three α values were b(0, 1000 s/mm(2)), b(500, 1500, 2000 s/mm(2)) and b(100, 1000, 1500 s/mm(2)) for α = 2.581, 2.571 and 2.569, respectively. CONCLUSIONS: The number of b-values and their distributions influenced the repeatability of the ADC values and their diagnostic performance. The optimal b-value combination was 0 and 1000 s/mm(2) for DWI examination of rectal cancer patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40644-018-0177-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6238345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-62383452018-11-26 Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study Chen, Luguang Shen, Fu Li, Zhihui Lu, Haidi Chen, Yukun Wang, Zhen Lu, Jianping Cancer Imaging Research Article BACKGROUND: To explore the effect of b-value distributions on the repeatability and diagnostic performance of the ADC value in rectal cancer patients using multiple b-values and mono-exponential model diffusion-weighted imaging (DWI). METHODS: Thirty-two preoperative rectal cancer patients, without receiving neoadjuvant therapy, were scanned on a 3 Tesla magnetic resonance imaging scanner using DWI with 10 b-values ranging from 0 to 2000 s/mm(2). The apparent diffusion coefficient (ADC) value was calculated using a mono-exponential model and 31 b-value combinations consisting of 2 to 10 b-values were explored. Regions of interest with the maximum cross-sectional tumour size were outlined on the ADC map by two independent observers. Intraclass correlation coefficients (ICC), coefficient of variation (CV), and Bland-Altman plots between the two observers were calculated and evaluated to determine repeatability. Areas under receiver operating characteristic curves (AUCs) were evaluated for rectal cancer characterization. Correlations between the mean ADC values and T stage were assessed using the Spearman correlation coefficient (ρ). α (= ICC + AUC + |ρ|- CV - |bias|) was defined and used to assess the optimal b-value distribution. RESULTS: Postoperative pathology tests revealed 4 patients with T1, 10 patients with T2, and 18 patients with T3 stages. There were no significant difference in age and sex between the two groups (T1–2 vs. T3). Excellent reproducibility was observed for ADC values between two observers with ICC and CV values ranging from 0.920 to 0.998, and 1.475 to 5.568%, respectively. The mean percent difference and ρ between the paired measurements was ranged from − 2.7 to 1.2% and from − 0.759 to − 0.407, respectively. The b-value combinations with the top three α values were b(0, 1000 s/mm(2)), b(500, 1500, 2000 s/mm(2)) and b(100, 1000, 1500 s/mm(2)) for α = 2.581, 2.571 and 2.569, respectively. CONCLUSIONS: The number of b-values and their distributions influenced the repeatability of the ADC values and their diagnostic performance. The optimal b-value combination was 0 and 1000 s/mm(2) for DWI examination of rectal cancer patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40644-018-0177-1) contains supplementary material, which is available to authorized users. BioMed Central 2018-11-15 /pmc/articles/PMC6238345/ /pubmed/30442202 http://dx.doi.org/10.1186/s40644-018-0177-1 Text en © The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 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 Article Chen, Luguang Shen, Fu Li, Zhihui Lu, Haidi Chen, Yukun Wang, Zhen Lu, Jianping Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study |
title | Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study |
title_full | Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study |
title_fullStr | Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study |
title_full_unstemmed | Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study |
title_short | Diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study |
title_sort | diffusion-weighted imaging of rectal cancer on repeatability and cancer characterization: an effect of b-value distribution study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6238345/ https://www.ncbi.nlm.nih.gov/pubmed/30442202 http://dx.doi.org/10.1186/s40644-018-0177-1 |
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