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. 2023 Dec 11;14:8211. doi: 10.1038/s41467-023-44113-1

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© The Author(s) 2023

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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.

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Fig. 4 — Scatter plot illustrating the Pearson coefficient correlation (PCC) between experimentally measured k_cat values and predicted k_cat values of UniKP for wild type enzymes (a) (N = 936) and mutated enzymes (b) (N = 748). The color gradient represents the density of data points, ranging from blue (0.02) to red (0.28). c PCC values of wild-type and mutated enzymes on the test set of DLKcat and UniKP. Dark bars represent PCC values of DLKcat and light bars for UniKP. Source data are provided as a Source Data file.