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Radiogenomics in Colorectal Cancer

SIMPLE SUMMARY: Colorectal carcinoma is characterized by intratumoral heterogeneity that can be assessed by radiogenomics. Radiomics, high-throughput quantitative data extracted from medical imaging, combined with molecular analysis, through genomic and transcriptomic data, is expected to lead to si...

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Autores principales: Badic, Bogdan, Tixier, Florent, Cheze Le Rest, Catherine, Hatt, Mathieu, Visvikis, Dimitris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956421/
https://www.ncbi.nlm.nih.gov/pubmed/33652647
http://dx.doi.org/10.3390/cancers13050973
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author Badic, Bogdan
Tixier, Florent
Cheze Le Rest, Catherine
Hatt, Mathieu
Visvikis, Dimitris
author_facet Badic, Bogdan
Tixier, Florent
Cheze Le Rest, Catherine
Hatt, Mathieu
Visvikis, Dimitris
author_sort Badic, Bogdan
collection PubMed
description SIMPLE SUMMARY: Colorectal carcinoma is characterized by intratumoral heterogeneity that can be assessed by radiogenomics. Radiomics, high-throughput quantitative data extracted from medical imaging, combined with molecular analysis, through genomic and transcriptomic data, is expected to lead to significant advances in personalized medicine. However, a radiogenomics approach in colorectal cancer is still in its early stages and many problems remain to be solved. Here we review the progress and challenges in this field at its current stage, as well as future developments. ABSTRACT: The steady improvement of high-throughput technologies greatly facilitates the implementation of personalized precision medicine. Characterization of tumor heterogeneity through image-derived features—radiomics and genetic profile modifications—genomics, is a rapidly evolving field known as radiogenomics. Various radiogenomics studies have been dedicated to colorectal cancer so far, highlighting the potential of these approaches to enhance clinical decision-making. In this review, a general outline of colorectal radiogenomics literature is provided, discussing the current limitations and suggested further developments.
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spelling pubmed-79564212021-03-16 Radiogenomics in Colorectal Cancer Badic, Bogdan Tixier, Florent Cheze Le Rest, Catherine Hatt, Mathieu Visvikis, Dimitris Cancers (Basel) Review SIMPLE SUMMARY: Colorectal carcinoma is characterized by intratumoral heterogeneity that can be assessed by radiogenomics. Radiomics, high-throughput quantitative data extracted from medical imaging, combined with molecular analysis, through genomic and transcriptomic data, is expected to lead to significant advances in personalized medicine. However, a radiogenomics approach in colorectal cancer is still in its early stages and many problems remain to be solved. Here we review the progress and challenges in this field at its current stage, as well as future developments. ABSTRACT: The steady improvement of high-throughput technologies greatly facilitates the implementation of personalized precision medicine. Characterization of tumor heterogeneity through image-derived features—radiomics and genetic profile modifications—genomics, is a rapidly evolving field known as radiogenomics. Various radiogenomics studies have been dedicated to colorectal cancer so far, highlighting the potential of these approaches to enhance clinical decision-making. In this review, a general outline of colorectal radiogenomics literature is provided, discussing the current limitations and suggested further developments. MDPI 2021-02-26 /pmc/articles/PMC7956421/ /pubmed/33652647 http://dx.doi.org/10.3390/cancers13050973 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Badic, Bogdan
Tixier, Florent
Cheze Le Rest, Catherine
Hatt, Mathieu
Visvikis, Dimitris
Radiogenomics in Colorectal Cancer
title Radiogenomics in Colorectal Cancer
title_full Radiogenomics in Colorectal Cancer
title_fullStr Radiogenomics in Colorectal Cancer
title_full_unstemmed Radiogenomics in Colorectal Cancer
title_short Radiogenomics in Colorectal Cancer
title_sort radiogenomics in colorectal cancer
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956421/
https://www.ncbi.nlm.nih.gov/pubmed/33652647
http://dx.doi.org/10.3390/cancers13050973
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