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Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer
The concept of precision oncology entails molecular profiling of tumors to guide therapeutic interventions. Genomic testing through next-generation sequencing (NGS) molecular analysis provides the basis of such highly targeted therapeutics in oncology. As radiomic analysis delivers an array of struc...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9218262/ https://www.ncbi.nlm.nih.gov/pubmed/35756680 http://dx.doi.org/10.3389/fonc.2022.872656 |
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author | Quraishi, Mohammed I. |
author_facet | Quraishi, Mohammed I. |
author_sort | Quraishi, Mohammed I. |
collection | PubMed |
description | The concept of precision oncology entails molecular profiling of tumors to guide therapeutic interventions. Genomic testing through next-generation sequencing (NGS) molecular analysis provides the basis of such highly targeted therapeutics in oncology. As radiomic analysis delivers an array of structural and functional imaging-based biomarkers that depict these molecular mechanisms and correlate with key genetic alterations related to cancers. There is an opportunity to synergize these two big-data approaches to determine the molecular guidance for precision therapeutics. Colorectal cancer is one such disease whose therapeutic management is being guided by genetic and genomic analyses. We review the rationale and utility of radiomics as a combinative strategy for these approaches in the management of colorectal cancer. |
format | Online Article Text |
id | pubmed-9218262 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92182622022-06-24 Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer Quraishi, Mohammed I. Front Oncol Oncology The concept of precision oncology entails molecular profiling of tumors to guide therapeutic interventions. Genomic testing through next-generation sequencing (NGS) molecular analysis provides the basis of such highly targeted therapeutics in oncology. As radiomic analysis delivers an array of structural and functional imaging-based biomarkers that depict these molecular mechanisms and correlate with key genetic alterations related to cancers. There is an opportunity to synergize these two big-data approaches to determine the molecular guidance for precision therapeutics. Colorectal cancer is one such disease whose therapeutic management is being guided by genetic and genomic analyses. We review the rationale and utility of radiomics as a combinative strategy for these approaches in the management of colorectal cancer. Frontiers Media S.A. 2022-06-09 /pmc/articles/PMC9218262/ /pubmed/35756680 http://dx.doi.org/10.3389/fonc.2022.872656 Text en Copyright © 2022 Quraishi https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Quraishi, Mohammed I. Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer |
title | Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer |
title_full | Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer |
title_fullStr | Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer |
title_full_unstemmed | Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer |
title_short | Radiomics-Guided Precision Medicine Approaches for Colorectal Cancer |
title_sort | radiomics-guided precision medicine approaches for colorectal cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9218262/ https://www.ncbi.nlm.nih.gov/pubmed/35756680 http://dx.doi.org/10.3389/fonc.2022.872656 |
work_keys_str_mv | AT quraishimohammedi radiomicsguidedprecisionmedicineapproachesforcolorectalcancer |