1. Radiomics and radiogenomics in ovarian cancer: a literature review
- Author
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Hebert Alberto Vargas, Stefania Rizzo, Cathal McCague, Hichem Tibermacine, Stephanie Nougaret, Evis Sala, Sala, Evis [0000-0002-5518-9360], and Apollo - University of Cambridge Repository
- Subjects
Oncology ,Proteomics ,medicine.medical_specialty ,Response to therapy ,Urology ,Radiogenomics ,Tumor burden ,Carcinoma, Ovarian Epithelial ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Radiomics ,Ovarian cancer ,Internal medicine ,Biopsy ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Peritoneal Neoplasms ,Ovarian Neoplasms ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Advanced stage ,Gastroenterology ,medicine.disease ,Prognosis ,Magnetic Resonance Imaging ,Peritoneal carcinomatosis ,030220 oncology & carcinogenesis ,Female ,business - Abstract
Ovarian cancer remains one of the most lethal gynecological cancers in the world despite extensive progress in the areas of chemotherapy and surgery. Many studies have postulated that this is because of the profound heterogeneity that underpins response to therapy and prognosis. Standard imaging evaluation using CT or MRI does not take into account this tumoral heterogeneity especially in advanced stages with peritoneal carcinomatosis. As such, newly emergent fields in the assessment of tumor heterogeneity have been proposed using radiomics to evaluate the whole tumor burden heterogeneity as opposed to single biopsy sampling. This review provides an overview of radiomics, radiogenomics, and proteomics and examines the use of these newly emergent fields in assessing tumor heterogeneity and its implications in ovarian cancer.
- Published
- 2023
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