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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-7956421 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT badicbogdan radiogenomicsincolorectalcancer AT tixierflorent radiogenomicsincolorectalcancer AT chezelerestcatherine radiogenomicsincolorectalcancer AT hattmathieu radiogenomicsincolorectalcancer AT visvikisdimitris radiogenomicsincolorectalcancer |