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. 2024 Apr 18;14:8983. doi: 10.1038/s41598-024-59724-x

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© The Author(s) 2024

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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Analyzing the signature and functional enrichment. Notes: (A, B) The univariate and multivariate analyses of the survival time of signature. (C) Prediction of 1-, 3-, and 5-year survival probabilities relying on a nomogram. (D) Calibration curve used to estimate nomogram accuracy. (E) Pie charts displaying the risk group clinical characteristics. (F) Displaying enriched biological processes using GO and KEGG. (G) Identifying significant enrichment pathways among the risk groups. p < 0.05.