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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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Autor principal: Quraishi, Mohammed I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
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.
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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