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MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study

BACKGROUND: To investigate the performance of quantitative indicators of MRI in early prediction of the response of gastrointestinal stromal tumor (GIST) to targeted therapy in a patient-based study. METHODS: MRI examinations were performed on 62 patients with GIST using 1.5 T scanners before and at...

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Autores principales: Tang, Lei, Li, Jian, Li, Zi-Yu, Li, Xiao-Ting, Gong, Ji-Fang, Ji, Jia-Fu, Sun, Ying-Shi, Shen, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6088415/
https://www.ncbi.nlm.nih.gov/pubmed/30103713
http://dx.doi.org/10.1186/s12885-018-4606-0
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author Tang, Lei
Li, Jian
Li, Zi-Yu
Li, Xiao-Ting
Gong, Ji-Fang
Ji, Jia-Fu
Sun, Ying-Shi
Shen, Lin
author_facet Tang, Lei
Li, Jian
Li, Zi-Yu
Li, Xiao-Ting
Gong, Ji-Fang
Ji, Jia-Fu
Sun, Ying-Shi
Shen, Lin
author_sort Tang, Lei
collection PubMed
description BACKGROUND: To investigate the performance of quantitative indicators of MRI in early prediction of the response of gastrointestinal stromal tumor (GIST) to targeted therapy in a patient-based study. METHODS: MRI examinations were performed on 62 patients with GIST using 1.5 T scanners before and at two and 12 weeks after treatment with targeted agents. The longest diameter (LD) and contrast-to-noise ratio (CNR) of the tumors were measured by T2-weighted imaging (T2WI), and the apparent diffusion coefficient (ADC) was determined using diffusion-weighted imaging (DWI). The pre-therapy and early percentage changes (%Δ) of the three parameters were compared with regard to their abilities to differentiate responder and non- responder patients, using ROC curves. RESULTS: There were 42 patients in responder and 20 in non-responder group. After two weeks of therapy, the percentage changes in the ADC and LD were significantly different between the two groups (ADC: responder 30% vs. non- responder 1%, Z = − 4.819, P < 0.001; LD: responder − 7% vs. non- responder − 2%, Z = − 3.238, P = 0.001), but not in T2WI-CNR (responder − 3% vs. non-responder 9%, Z = − 0.663, P = 0.508). The AUCs on ROC for %ΔLD, %ΔT2WI-CNR and %ΔADC after two weeks of therapy were 0.756, 0.552 and 0.881, respectively, for response differentiation. When %ΔADC ≥15% was used to predict responder, the PPV was 93.3%. CONCLUSIONS: The percentage change of the ADC after two weeks of therapy outperformed T2WI-CNR and longest diameter in predicting the early response of GIST to targeted therapy.
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spelling pubmed-60884152018-08-17 MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study Tang, Lei Li, Jian Li, Zi-Yu Li, Xiao-Ting Gong, Ji-Fang Ji, Jia-Fu Sun, Ying-Shi Shen, Lin BMC Cancer Research Article BACKGROUND: To investigate the performance of quantitative indicators of MRI in early prediction of the response of gastrointestinal stromal tumor (GIST) to targeted therapy in a patient-based study. METHODS: MRI examinations were performed on 62 patients with GIST using 1.5 T scanners before and at two and 12 weeks after treatment with targeted agents. The longest diameter (LD) and contrast-to-noise ratio (CNR) of the tumors were measured by T2-weighted imaging (T2WI), and the apparent diffusion coefficient (ADC) was determined using diffusion-weighted imaging (DWI). The pre-therapy and early percentage changes (%Δ) of the three parameters were compared with regard to their abilities to differentiate responder and non- responder patients, using ROC curves. RESULTS: There were 42 patients in responder and 20 in non-responder group. After two weeks of therapy, the percentage changes in the ADC and LD were significantly different between the two groups (ADC: responder 30% vs. non- responder 1%, Z = − 4.819, P < 0.001; LD: responder − 7% vs. non- responder − 2%, Z = − 3.238, P = 0.001), but not in T2WI-CNR (responder − 3% vs. non-responder 9%, Z = − 0.663, P = 0.508). The AUCs on ROC for %ΔLD, %ΔT2WI-CNR and %ΔADC after two weeks of therapy were 0.756, 0.552 and 0.881, respectively, for response differentiation. When %ΔADC ≥15% was used to predict responder, the PPV was 93.3%. CONCLUSIONS: The percentage change of the ADC after two weeks of therapy outperformed T2WI-CNR and longest diameter in predicting the early response of GIST to targeted therapy. BioMed Central 2018-08-13 /pmc/articles/PMC6088415/ /pubmed/30103713 http://dx.doi.org/10.1186/s12885-018-4606-0 Text en © The Author(s). 2018 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
Tang, Lei
Li, Jian
Li, Zi-Yu
Li, Xiao-Ting
Gong, Ji-Fang
Ji, Jia-Fu
Sun, Ying-Shi
Shen, Lin
MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
title MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
title_full MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
title_fullStr MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
title_full_unstemmed MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
title_short MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
title_sort mri in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6088415/
https://www.ncbi.nlm.nih.gov/pubmed/30103713
http://dx.doi.org/10.1186/s12885-018-4606-0
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