Cargando…
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...
Autores principales: | , , , , , , , |
---|---|
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 |
_version_ | 1783346828537757696 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6088415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tanglei mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy AT lijian mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy AT liziyu mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy AT lixiaoting mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy AT gongjifang mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy AT jijiafu mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy AT sunyingshi mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy AT shenlin mriinpredictingtheresponseofgastrointestinalstromaltumortotargetedtherapyapatientbasedmultiparameterstudy |