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. 2020 Jul 31;10:12949. doi: 10.1038/s41598-020-67760-6

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© The Author(s) 2020

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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The protein expression of six predictive genes. The representative protein expression of the six gene in ccRCC and normal kidney tissue, four genes were not found. Data was retrieved from the Human Protein Atlas (https://www.proteinatlas.org). ALDH6A1, FBP1, and PSAT1 were significantly underexpressed in ccRCC. While TYMP, P4HA3 and IL4I1 were found significantly overexpressed in ccRCC.