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. 2021 Feb 11;11:3611. doi: 10.1038/s41598-021-83120-4

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Construction of a IRGPs signature in the TCGA set. (A) The flow diagram of this study. (B) “Leave- one-out-cross-validation” for parameter selection in LASSO regression to filter out 21 IRGPs. (C) The forest map of multivariate Cox regression analysis to establish a IRGPs signature with 8 IRGPs. (D) A nomogram with the IRGPs signature and TNM stage for the prediction of 1- and 3- year overall survival. TCGA: The Cancer Genome Altas; IRGPs: Immune-related gene pairs.