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. 2024 Apr 10;14:8417. doi: 10.1038/s41598-024-58888-w

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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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Identification of IVDD biomarkers, immune micro-environment characterization, enrichment analysis, protein interaction network analysis and molecular prediction. (A) Heat map of expression of RBM15, YTHDC1 under two subclusters Red indicates positive correlation, blue indicates negative correlation. (B) Expression of 23 immune cells under YTHDC1-based expression grouping *P < 0.05, **P < 0.01, ***P < 0.001. (C,D) GO enrichment analysis of YTHDC1. (E) YTHDC1-based protein interactions network analysis. (F) Molecular prediction based on YTHDC1.