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. 2023 Jun 21;13:10058. doi: 10.1038/s41598-023-36999-0

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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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Correlation of flow cytometry to predicted cell compositions from gene expression. (A) Correlation heatmap comparing cell proportions derived from flow cytometry and gene expression derived cell compositions in blood of RA patients at baseline. (B) Direct comparison between flow cytometry and predicted cell compositions from gene expression for 5 selected cell populations: Mature B cells, CD4+ T cells, Mature NK cells, Monocytes, and CD8+ T cells.