A radiogenomics biomarker based on immunological heterogeneity for non-invasive prognosis of renal clear cell carcinoma

A radiogenomics biomarker based on immunological heterogeneity for non-invasive prognosis of renal clear cell carcinoma

BackgroundTumor immunological heterogeneity potentially influences the prognostic disparities among patients with clear cell renal cell carcinoma (ccRCC); however, there is a lack of macroscopic imaging tools that can be used to predict immune-related gene expression in ccRCC.MethodsA novel non-inva...

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Bibliographic Details
Main Authors: Jiahao Gao, Fangdie Ye, Fang Han, Haowen Jiang, Jiawen Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Immunology
Subjects:
clear cell renal cell carcinoma
radiogenomics
tumor heterogeneity
immune microenvironment (IME)
contrast-enhanced computed tomography (CECT)
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2022.956679/full

Internet

https://www.frontiersin.org/articles/10.3389/fimmu.2022.956679/full

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