Cargando…

Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer

Aim: Diffusion-weighted MRI (DWI) has the potential to reveal intra-tumor structural heterogeneity consisting of stroma through an evaluation of uniformity on DWI. In present study, we examined the diagnostic value of intra-tumor heterogeneity evaluated by DWI in lower rectal cancer (LRC). Patients...

Descripción completa

Detalles Bibliográficos
Autores principales: Kudou, Michihiro, Nakanishi, Masayoshi, Kuriu, Yoshiaki, Murayama, Yasutoshi, Arita, Tomohiro, Kishimoto, Mitsuo, Konishi, Eiichi, Goto, Mariko, Yamada, Kei, Otsuji, Eigo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6930416/
https://www.ncbi.nlm.nih.gov/pubmed/31892983
http://dx.doi.org/10.7150/jca.38354
_version_ 1783482886649806848
author Kudou, Michihiro
Nakanishi, Masayoshi
Kuriu, Yoshiaki
Murayama, Yasutoshi
Arita, Tomohiro
Kishimoto, Mitsuo
Konishi, Eiichi
Goto, Mariko
Yamada, Kei
Otsuji, Eigo
author_facet Kudou, Michihiro
Nakanishi, Masayoshi
Kuriu, Yoshiaki
Murayama, Yasutoshi
Arita, Tomohiro
Kishimoto, Mitsuo
Konishi, Eiichi
Goto, Mariko
Yamada, Kei
Otsuji, Eigo
author_sort Kudou, Michihiro
collection PubMed
description Aim: Diffusion-weighted MRI (DWI) has the potential to reveal intra-tumor structural heterogeneity consisting of stroma through an evaluation of uniformity on DWI. In present study, we examined the diagnostic value of intra-tumor heterogeneity evaluated by DWI in lower rectal cancer (LRC). Patients and Methods: A total of 172 LRC patients underwent radical surgery between 2009 and 2017. T1 tumors and cases without pre-operative MRI were excluded. Twenty-nine primary resection cases (PR) and 37 pre-operative chemoradiotherapy followed by radical surgery cases (pCRT) were targeted. Intra-tumor heterogeneity on DWI was quantified using a specific formula (HSD). Structural heterogeneity was objectively quantified by an image analysis of resected specimens using a digital microscope (HSP). The relationships between HSD and HSP, pathological factors, and tumor regression grades (TRG) of pCRT were evaluated. Results: The relationship between HSD and HSP was analyzed by a linear regression model in PR cases, revealing a positive correlation (R(2)=0.43). PR cases were divided into HSD-high and HSD-low according to the median. There were more pT3 or N(+) cases in HSD-high (p=0.038, 0.095). HSD before pCRT correlated with TRG (grade 1 versus 2/3) in pCRT cases (p=0.001). The diagnostic accuracy of HSD for predicting T and N stages and therapeutic grades was evaluated by cut-off values calculated using a ROC curve and revealed that each factor may be accurately diagnosed. Conclusion: Intra-tumor heterogeneity on DWI corresponded with stromal pathological heterogeneity. It is useful for predicting T3 or deeper tumor invasion, pathological N(+), and the therapeutic effects of pCRT.
format Online
Article
Text
id pubmed-6930416
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Ivyspring International Publisher
record_format MEDLINE/PubMed
spelling pubmed-69304162020-01-01 Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer Kudou, Michihiro Nakanishi, Masayoshi Kuriu, Yoshiaki Murayama, Yasutoshi Arita, Tomohiro Kishimoto, Mitsuo Konishi, Eiichi Goto, Mariko Yamada, Kei Otsuji, Eigo J Cancer Research Paper Aim: Diffusion-weighted MRI (DWI) has the potential to reveal intra-tumor structural heterogeneity consisting of stroma through an evaluation of uniformity on DWI. In present study, we examined the diagnostic value of intra-tumor heterogeneity evaluated by DWI in lower rectal cancer (LRC). Patients and Methods: A total of 172 LRC patients underwent radical surgery between 2009 and 2017. T1 tumors and cases without pre-operative MRI were excluded. Twenty-nine primary resection cases (PR) and 37 pre-operative chemoradiotherapy followed by radical surgery cases (pCRT) were targeted. Intra-tumor heterogeneity on DWI was quantified using a specific formula (HSD). Structural heterogeneity was objectively quantified by an image analysis of resected specimens using a digital microscope (HSP). The relationships between HSD and HSP, pathological factors, and tumor regression grades (TRG) of pCRT were evaluated. Results: The relationship between HSD and HSP was analyzed by a linear regression model in PR cases, revealing a positive correlation (R(2)=0.43). PR cases were divided into HSD-high and HSD-low according to the median. There were more pT3 or N(+) cases in HSD-high (p=0.038, 0.095). HSD before pCRT correlated with TRG (grade 1 versus 2/3) in pCRT cases (p=0.001). The diagnostic accuracy of HSD for predicting T and N stages and therapeutic grades was evaluated by cut-off values calculated using a ROC curve and revealed that each factor may be accurately diagnosed. Conclusion: Intra-tumor heterogeneity on DWI corresponded with stromal pathological heterogeneity. It is useful for predicting T3 or deeper tumor invasion, pathological N(+), and the therapeutic effects of pCRT. Ivyspring International Publisher 2020-01-01 /pmc/articles/PMC6930416/ /pubmed/31892983 http://dx.doi.org/10.7150/jca.38354 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Kudou, Michihiro
Nakanishi, Masayoshi
Kuriu, Yoshiaki
Murayama, Yasutoshi
Arita, Tomohiro
Kishimoto, Mitsuo
Konishi, Eiichi
Goto, Mariko
Yamada, Kei
Otsuji, Eigo
Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer
title Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer
title_full Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer
title_fullStr Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer
title_full_unstemmed Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer
title_short Value of intra-tumor heterogeneity evaluated by diffusion-weighted MRI for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer
title_sort value of intra-tumor heterogeneity evaluated by diffusion-weighted mri for predicting pathological stages and therapeutic responses to chemoradiotherapy in lower rectal cancer
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6930416/
https://www.ncbi.nlm.nih.gov/pubmed/31892983
http://dx.doi.org/10.7150/jca.38354
work_keys_str_mv AT kudoumichihiro valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT nakanishimasayoshi valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT kuriuyoshiaki valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT murayamayasutoshi valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT aritatomohiro valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT kishimotomitsuo valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT konishieiichi valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT gotomariko valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT yamadakei valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer
AT otsujieigo valueofintratumorheterogeneityevaluatedbydiffusionweightedmriforpredictingpathologicalstagesandtherapeuticresponsestochemoradiotherapyinlowerrectalcancer