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Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers

BACKGROUND: Whole-lesion apparent diffusion coefficient (ADC) histogram analysis has been introduced and proved effective in assessment of multiple tumors. However, the application of whole-volume ADC histogram analysis in gastrointestinal tumors has just started and never been reported in T and N s...

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Autores principales: Liu, Song, Zhang, Yujuan, Chen, Ling, Guan, Wenxian, Guan, Yue, Ge, Yun, He, Jian, Zhou, Zhengyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5625824/
https://www.ncbi.nlm.nih.gov/pubmed/28969606
http://dx.doi.org/10.1186/s12885-017-3622-9
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author Liu, Song
Zhang, Yujuan
Chen, Ling
Guan, Wenxian
Guan, Yue
Ge, Yun
He, Jian
Zhou, Zhengyang
author_facet Liu, Song
Zhang, Yujuan
Chen, Ling
Guan, Wenxian
Guan, Yue
Ge, Yun
He, Jian
Zhou, Zhengyang
author_sort Liu, Song
collection PubMed
description BACKGROUND: Whole-lesion apparent diffusion coefficient (ADC) histogram analysis has been introduced and proved effective in assessment of multiple tumors. However, the application of whole-volume ADC histogram analysis in gastrointestinal tumors has just started and never been reported in T and N staging of gastric cancers. METHODS: Eighty patients with pathologically confirmed gastric carcinomas underwent diffusion weighted (DW) magnetic resonance imaging before surgery prospectively. Whole-lesion ADC histogram analysis was performed by two radiologists independently. The differences of ADC histogram parameters among different T and N stages were compared with independent-samples Kruskal-Wallis test. Receiver operating characteristic (ROC) analysis was performed to evaluate the performance of ADC histogram parameters in differentiating particular T or N stages of gastric cancers. RESULTS: There were significant differences of all the ADC histogram parameters for gastric cancers at different T (except ADC(min) and ADC(max)) and N (except ADC(max)) stages. Most ADC histogram parameters differed significantly between T1 vs T3, T1 vs T4, T2 vs T4, N0 vs N1, N0 vs N3, and some parameters (ADC(5%), ADC(10%), ADC(min)) differed significantly between N0 vs N2, N2 vs N3 (all P < 0.05). Most parameters except ADC(max) performed well in differentiating different T and N stages of gastric cancers. Especially for identifying patients with and without lymph node metastasis, the ADC(10%) yielded the largest area under the ROC curve of 0.794 (95% confidence interval, 0.677–0.911). All the parameters except ADC(max) showed excellent inter-observer agreement with intra-class correlation coefficients higher than 0.800. CONCLUSION: Whole-volume ADC histogram parameters held great potential in differentiating different T and N stages of gastric cancers preoperatively. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-017-3622-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-56258242017-10-12 Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers Liu, Song Zhang, Yujuan Chen, Ling Guan, Wenxian Guan, Yue Ge, Yun He, Jian Zhou, Zhengyang BMC Cancer Research Article BACKGROUND: Whole-lesion apparent diffusion coefficient (ADC) histogram analysis has been introduced and proved effective in assessment of multiple tumors. However, the application of whole-volume ADC histogram analysis in gastrointestinal tumors has just started and never been reported in T and N staging of gastric cancers. METHODS: Eighty patients with pathologically confirmed gastric carcinomas underwent diffusion weighted (DW) magnetic resonance imaging before surgery prospectively. Whole-lesion ADC histogram analysis was performed by two radiologists independently. The differences of ADC histogram parameters among different T and N stages were compared with independent-samples Kruskal-Wallis test. Receiver operating characteristic (ROC) analysis was performed to evaluate the performance of ADC histogram parameters in differentiating particular T or N stages of gastric cancers. RESULTS: There were significant differences of all the ADC histogram parameters for gastric cancers at different T (except ADC(min) and ADC(max)) and N (except ADC(max)) stages. Most ADC histogram parameters differed significantly between T1 vs T3, T1 vs T4, T2 vs T4, N0 vs N1, N0 vs N3, and some parameters (ADC(5%), ADC(10%), ADC(min)) differed significantly between N0 vs N2, N2 vs N3 (all P < 0.05). Most parameters except ADC(max) performed well in differentiating different T and N stages of gastric cancers. Especially for identifying patients with and without lymph node metastasis, the ADC(10%) yielded the largest area under the ROC curve of 0.794 (95% confidence interval, 0.677–0.911). All the parameters except ADC(max) showed excellent inter-observer agreement with intra-class correlation coefficients higher than 0.800. CONCLUSION: Whole-volume ADC histogram parameters held great potential in differentiating different T and N stages of gastric cancers preoperatively. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-017-3622-9) contains supplementary material, which is available to authorized users. BioMed Central 2017-10-02 /pmc/articles/PMC5625824/ /pubmed/28969606 http://dx.doi.org/10.1186/s12885-017-3622-9 Text en © The Author(s). 2017 Open AccessThis 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
Liu, Song
Zhang, Yujuan
Chen, Ling
Guan, Wenxian
Guan, Yue
Ge, Yun
He, Jian
Zhou, Zhengyang
Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers
title Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers
title_full Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers
title_fullStr Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers
title_full_unstemmed Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers
title_short Whole-lesion apparent diffusion coefficient histogram analysis: significance in T and N staging of gastric cancers
title_sort whole-lesion apparent diffusion coefficient histogram analysis: significance in t and n staging of gastric cancers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5625824/
https://www.ncbi.nlm.nih.gov/pubmed/28969606
http://dx.doi.org/10.1186/s12885-017-3622-9
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