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. 2021 Oct 13;11:20322. doi: 10.1038/s41598-021-99586-1

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© The Author(s) 2021

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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Influence of decreased number of lipid species used for MDA using UHPSFC/MS data in the discovery phase. (138 lipids: no exclusion, 91 lipids: common lipids from the discovery and qualification phase using UHPSFC/MS and shotgun MS, 29: only lipid species included, which are significant according to the Bonferroni correction for at least 10 from 15 models. SM 38:1 and SM 42:1 were excluded, because these variables were only significant for UHPSFC/MS data sets (10/10) and therefore a method bias cannot be excluded. 7: only lipid species included, which are significant according to the Bonferroni correction for at least 14 from 15 models. The average of the specificity (blue), sensitivity (red), and accuracy (green) for validation and training set as well as for both genders were calculated. (A) kidney cancer, (B) breast cancer, and (C) prostate cancer.