Figures & data
Figure 1. Overall workflow of this study
Table 1. Available clinical and pathologic factors of the cohorts used in this study
Table 2. Information of the 11 immune-related gene pairs and their coefficient
Figure 2. Predictor selection by the LASSO
Figure 3. Survival plot of the three cohorts
Figure 4. 1, 3, and 5 year ROC curve of the three cohorts
Figure 5. Univariate and multivariate Cox regression analysis forest plot of training cohort
Figure 6. Univariate and multivariate Cox regression analysis forest plot of validation cohort 1
Figure 7. Univariate and multivariate Cox regression analysis forest plot of validation cohort 2
Figure 8. IRGP score in different clinicopathological factors
Figure 9. Nomogram model constructed by riskscore and stage predicting 1, 3 and 5 year OS for ccRCC patients
Figure 10. Calibration curve of nomogram model
Figure 11. 1, 3, and 5-year ROC curve of the three cohorts
Figure 12. Survival plot of the three cohorts
Figure 13. Immune infiltration status of training cohort
Figure 14. Summary of the 21 immune cells’ abundance for different risk groups of training cohort
Data accessibility
The expression and clinical information data used to support the findings of this study have been deposited in the TCGA (https://portal.gdc.cancer.gov/) and Arrayexpress(https://www.ebi.ac.uk/arrayexpress/) repository. The immune-related genes list was achieved from the Immport Shared Gene Lists Data(https://www.immport.org/home). The data of all the above databases can be downloaded freely, and our research complied with the agreement of these databases.