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. 2023 Jul 26;13:12136. doi: 10.1038/s41598-023-39215-1

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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 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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(A) Boxplot of the relative concentration of 10 differential metabolites in AA individuals divided by cancer cases and healthy controls. (B) Boxplot of the relative concentration of six differential metabolites in NHW individuals divided by cancer cases and healthy controls. The relative contribution of each feature towards the accuracy of predicting cancer cases is reported as mean Gini (A,B). The percentage of importance or relative influence that each feature contributes to the model are shown in the figure. (C) Heatmap showing metabolite levels in AA cases vs controls and NHW cases vs controls.