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ORIGINAL RESEARCH article

Front. Immunol.

Sec. Nutritional Immunology

This article is part of the Research TopicImmune cell metabolism beyond energy supply – An emerging era to showcase novel roles in immune effector functionsView all 7 articles

Increased Expression of CD36 and CD163 in Clear Cell Renal Cell Carcinoma Suggests an Association Between Lipid Transport and an "M2-like" Macrophage Phenotype

Provisionally accepted
Yosra  BouraouiYosra Bouraoui1Rahma  SAIDRahma SAID1Christina  BrussChristina Bruss2,3Agnieszka  MartowiczAgnieszka Martowicz4Kilian  WagnerKilian Wagner2Florian  WeberFlorian Weber5Simon  EngelmannSimon Engelmann6Sebastian  KaelbleSebastian Kaelble6Marcus  HöringMarcus Höring7Gerhard  LiebischGerhard Liebisch7Roman  MayrRoman Mayr6,8Peter  J. SiskaPeter J. Siska9*
  • 1Universite de Jendouba Institut Superieure de Biotechnologie de Beja, Beja, Tunisia
  • 2Universitatsklinikum Regensburg Klinik und Poliklinik fur Innere Medizin III, Regensburg, Germany
  • 3Institute of Functional Genomics, University of Regensburg, Regensburg, Germany, Regensburg, Germany
  • 4Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Innsbruck, Austria
  • 5Universitat Regensburg Institut fur Pathologie, Regensburg, Germany
  • 6Caritas-Krankenhaus St Josef Regensburg, Regensburg, Germany
  • 7Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Germany, Regensburg, Germany
  • 8Urology, Faculty of Medicine, University of Augsburg, Augsburg, Germany, Augsburg, Germany
  • 9University Medical Center Regensburg, Regensburg, Germany

The final, formatted version of the article will be published soon.

Background. Clear cell renal cell carcinoma (ccRCC) is marked by intracellular lipid accumulation and dysregulated lipid metabolism, features that contribute to tumor progression and possibly immune suppression. Tumor-associated macrophages (TAMs) in ccRCC are abundant and phenotypically diverse, with CD68 marking general macrophage presence and CD163 indicating alternatively activated, immunosuppressive (M2-like) subsets. The fatty acid transporter CD36 and the metabolic regulator CD147 can be found in tumors and may influence macrophage polarization, but their associations with TAM phenotypes and tumor lipid content in ccRCC remain unclear. Methods. Samples from 23 ccRCC patients were analyzed. Oil Red O staining quantified lipid accumulation. Immunohistochemistry for CD36, CD147, CD68, CD163, and CD3 was evaluated using both automated area-based quantification and semi-quantitative observer scoring. Flow cytometry of freshly resected tumors was used to assess the expression of CD36, CD147 and the infiltration with macrophages and CD8 T cells. Lipidomic analyses were performed from ccRCC tissues (n=5). RNA expression data from TCGA (n=533) were used for validation. Single-cell RNA sequencing data from two published datasets were analyzed to characterize cell-type-specific expression of lipid metabolism and macrophage markers. Results. ccRCC tumors showed an increased lipid accumulation and the expression of CD36 was detected on both CD45-negative cells and macrophages. Macrophages expressed CD163, suggesting a M2-like phenotype and CD163 expression was higher in larger ccRCC tumors. CD163 on macrophages positively correlated with CD36 on CD45-negative cells from ccRCC tumors, while CD8 T cells showed a trend to lower numbers in tumors with high CD36 expression on CD45-negative cells. CD147 was broadly expressed on CD45-negative and CD45-positive cells and positively correlated with CD36 on CD45-negative cells as well as with CD163 on macrophages. Tumors accumulated triacylglycerols, which correlated with CD163. Single-cell RNA-seq revealed CD163 expression across all TAM subsets and a compartmentalized distribution of lipid metabolism genes. Conclusions. Lipid metabolic markers CD36 and CD147 are expressed in ccRCC tumors and correlations with immune cell subsets suggest their role in suppressing anti-tumor immunity. These findings suggest the existence of a metabolic-immune axis in ccRCC and provide a rationale for targeting TAM metabolism to enhance immunotherapeutic efficacy.

Keywords: CD163, CD36, Kidney cancer, Lipids, Macrophages

Received: 22 Dec 2025; Accepted: 03 Feb 2026.

Copyright: © 2026 Bouraoui, SAID, Bruss, Martowicz, Wagner, Weber, Engelmann, Kaelble, Höring, Liebisch, Mayr and Siska. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Peter J. Siska

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