Radiogenomics: Contemporary Applications in the Management of Rectal Cancer

Author:

O’Sullivan Niall J.123ORCID,Temperley Hugo C.4ORCID,Horan Michelle T.123ORCID,Corr Alison1,Mehigan Brian J.24,Larkin John O.24,McCormick Paul H.24,Kavanagh Dara O.56,Meaney James F. M.13,Kelly Michael E.247ORCID

Affiliation:

1. Department of Radiology, St. James’s Hospital, D08 NHY1 Dublin, Ireland

2. School of Medicine, Trinity College Dublin, D02 PN40 Dublin, Ireland

3. The National Centre for Advanced Medical Imaging (CAMI), St. James’s Hospital, D08 NHY1 Dublin, Ireland

4. Department of Surgery, St. James’s Hospital, D08 NHY1 Dublin, Ireland

5. Department of Surgery, Tallaght University Hospital, D24 NR0A Dublin, Ireland

6. Department of Surgery, Royal College of Surgeons, D02 YN77 Dublin, Ireland

7. Trinity St. James’s Cancer Institute (TSJCI), D08 NHY1 Dublin, Ireland

Abstract

Radiogenomics, a sub-domain of radiomics, refers to the prediction of underlying tumour biology using non-invasive imaging markers. This novel technology intends to reduce the high costs, workload and invasiveness associated with traditional genetic testing via the development of ‘imaging biomarkers’ that have the potential to serve as an alternative ‘liquid-biopsy’ in the determination of tumour biological characteristics. Radiogenomics also harnesses the potential to unlock aspects of tumour biology which are not possible to assess by conventional biopsy-based methods, such as full tumour burden, intra-/inter-lesion heterogeneity and the possibility of providing the information of tumour biology longitudinally. Several studies have shown the feasibility of developing a radiogenomic-based signature to predict treatment outcomes and tumour characteristics; however, many lack prospective, external validation. We performed a systematic review of the current literature surrounding the use of radiogenomics in rectal cancer to predict underlying tumour biology.

Publisher

MDPI AG

Subject

Cancer Research,Oncology

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