# Harnessing lipid-driven immunometabolic pathways in omental metastases to enhance immunotherapy in patients with ovarian cancer

**Authors:** Meggy Suarez-Carmona, Mareike Hampel, Xin-Wen Zhang, Alexandra Pöchmann, Silke A. Grauling-Halama, Nektarios A. Valous, Pornpimol Charoentong, Dyke Ferber, Jannis Wissfeld, Alicia Höflich, Stanislas Goriely, Aurélie Detavernier, Abdulkader Azouz, Anthony Rongvaux, Sven Zukunft, Ingrid Fleming, Jürgen G. Okun, Vickie Baracos, Mathias Heikenwalder, Laurence Zitvogel, Xinyi Xu, Chenqi Xu, Michael Volkmar, Daniel Schraivogel, Lars Steinmetz, Junzo Hamanishi, Masaki Mandai, Matthias Gaida, Theresa Mokry, Johanna Nattenmüller, Oliver Sedlaczek, Nanna Monje, Roxana Schwab, Annette Hasenburg, Athanasios Mavratzas, Regina Johanna Boger, Frederik Marmé, Sarah Schott, Niels Halama

PMC · DOI: 10.1038/s41392-026-02594-8 · Signal Transduction and Targeted Therapy · 2026-03-04

## TL;DR

This study explores how lipid-rich environments in ovarian cancer metastases affect immunotherapy and identifies new strategies to improve treatment response.

## Contribution

The study identifies lipid-laden macrophages in omental metastases as actionable targets and proposes new therapeutic and stratification approaches.

## Key findings

- Lipid uptake by tumor-associated macrophages induces immune suppression and oxidative stress.
- CCR5 inhibition or CD36 blockade reprograms macrophages and restores T cell activity in lipid-rich niches.
- A radiomics and machine-learning approach is proposed to assess omental involvement for patient stratification.

## Abstract

Immunotherapy with immune checkpoint blockade (ICB) in epithelial ovarian carcinoma (EOC) shows limited clinical benefit only for a small subset of patients. Overall response rates are low, so that overcoming immunotherapy resistance and improved stratification are key. In this study, we investigated the immunometabolic landscape of EOC with a focus on omental metastases, identifying lipid-laden macrophages as central elements for actionable therapeutic vulnerabilities and giving rise to biomarkers for improved patient stratification. Using patient-derived explants, we demonstrated a functional dichotomy inside the typically lipid-rich microenvironment of omental metastases: augmented maintenance of effector T cell function, while lipid uptake and processing by tumor-associated macrophages (TAMs) induces oxidative stress–dependent signaling programs, which drive macrophage dysfunction and immune suppression. Pharmacological modulation of lipid-driven signaling pathways through CCR5 inhibition (inflammation modulation through maraviroc) or blockade of the lipid scavenger receptor CD36 reprograms TAMs, restores T cell activity, and enhances antitumor immune responses within lipid-rich tumor niches. Mechanistically, studies in humanized mouse models reveal that maraviroc-mediated CCR5 inhibition induces transcriptional programs associated with immune activation in stressed, lipid-laden human TAMs. Consistent with these mechanistic insights, we demonstrated that the specific immunometabolic niche in omental metastases is clinically associated with responsiveness to ICB. We propose a non-invasive radiomics and machine-learning–based analysis of imaging data to assess omental involvement for patient stratification.

## Linked entities

- **Proteins:** CCR5 (C-C motif chemokine receptor 5), CD36 (CD36 molecule (CD36 blood group))
- **Chemicals:** maraviroc (PubChem CID 3002977)
- **Diseases:** ovarian cancer (MONDO:0005140)

## Full-text entities

- **Genes:** GZMB (granzyme B) [NCBI Gene 3002] {aka C11, CCPI, CGL-1, CGL1, CSP-B, CSPB}, Hdac3 (histone deacetylase 3) [NCBI Gene 15183], IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, TREM2 (triggering receptor expressed on myeloid cells 2) [NCBI Gene 54209] {aka AD17, PLOSL2, TREM-2, Trem2a, Trem2b, Trem2c}, Muc16 (mucin 16) [NCBI Gene 73732] {aka 1110008I14Rik, Ca125, Gm1480, Gm21044}, EPCAM (epithelial cell adhesion molecule) [NCBI Gene 4072] {aka Ber-Ep4, BerEp4, DIAR5, EGP-2, EGP314, EGP40}, CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524] {aka CCRL1, CMKBRL1, CMKDR1, GPR13, GPRV28, V28}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, FCGR2A (Fc gamma receptor IIa) [NCBI Gene 2212] {aka CD32, CD32A, CDw32, FCG2, FCGR2, FCGR2A1}, FABP5 (fatty acid binding protein 5) [NCBI Gene 2171] {aka E-FABP, EFABP, KFABP, PA-FABP, PAFABP}, Cd163 (CD163 antigen) [NCBI Gene 93671] {aka CD163v2, CD163v3}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, PLIN2 (perilipin 2) [NCBI Gene 123] {aka ADFP, ADRP}, PTK2B (protein tyrosine kinase 2 beta) [NCBI Gene 2185] {aka CADTK, CAKB, FADK2, FAK2, PKB, PTK}, GSK3B (glycogen synthase kinase 3 beta) [NCBI Gene 2932], HMOX1 (heme oxygenase 1) [NCBI Gene 3162] {aka HMOX1D, HO-1, HSP32, bK286B10}, Foxp3 (forkhead box P3) [NCBI Gene 20371] {aka JM2, scurfin, sf}, IL4I1 (interleukin 4 induced 1) [NCBI Gene 259307] {aka FIG1, LAAO, LAO, hIL4I1}, GPNMB (glycoprotein nmb) [NCBI Gene 10457] {aka HGFIN, NMB, PLCA3}, PLIN1 (perilipin 1) [NCBI Gene 5346] {aka FPLD4, PERI, PLIN}, Akt1 (Akt serine/threonine kinase 1) [NCBI Gene 11651] {aka Akt, LTR-akt, PKB, PKB/Akt, PKBalpha, Rac}, SLC2A1 (solute carrier family 2 member 1) [NCBI Gene 6513] {aka CSE, DYT17, DYT18, DYT9, EIG12, GLUT}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, IFNA2 (interferon alpha 2) [NCBI Gene 3440] {aka IFN-alpha-2, IFN-alphaA, IFNA, IFNA2B, leIF A}, ABCG1 (ATP binding cassette subfamily G member 1) [NCBI Gene 9619] {aka ABC8, WHITE1}, TXNRD1 (thioredoxin reductase 1) [NCBI Gene 7296] {aka GRIM-12, TR, TR1, TRXR1, TXNR, TXNR1}, CCL5 [NCBI Gene 101832468], IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, IL1RN (interleukin 1 receptor antagonist) [NCBI Gene 3557] {aka CRMO2, DIRA, ICIL-1RA, IL-1RN, IL-1ra, IL-1ra3}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, HDAC9 (histone deacetylase 9) [NCBI Gene 9734] {aka HD7, HD7b, HD9, HDAC, HDAC7B, HDAC9B}, Gzmb (granzyme B) [NCBI Gene 14939] {aka CCP-1/C11, CCP1, Ctla-1, Ctla1, GZB}, CSF1 (colony stimulating factor 1) [NCBI Gene 1435] {aka CSF-1, MCSF, PG-M-CSF}, CSF2 (colony stimulating factor 2) [NCBI Gene 1437] {aka CSF, GMCSF}, FCGR3A (Fc gamma receptor IIIa) [NCBI Gene 2214] {aka CD16-II, CD16A, FCG3, FCGR3, FCRIIIA, FcGRIIIA}, CCR5 (C-C motif chemokine receptor 5) [NCBI Gene 1234] {aka CC-CKR-5, CCCKR5, CCR-5, CD195, CKR-5, CKR5}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, IL3 (interleukin 3) [NCBI Gene 3562] {aka IL-3, MCGF, MULTI-CSF}, TFRC (transferrin receptor) [NCBI Gene 7037] {aka CD71, IMD46, T9, TFR, TFR1, TR}, Txnrd1 (thioredoxin reductase 1) [NCBI Gene 50493] {aka TR, TR1, TrxR1}, HDAC3 (histone deacetylase 3) [NCBI Gene 8841] {aka HD3, KDAC3, RPD3, RPD3-2}, MUC16 (mucin 16, cell surface associated) [NCBI Gene 94025] {aka CA125}, HDAC1 (histone deacetylase 1) [NCBI Gene 3065] {aka GON-10, HD1, KDAC1, RPD3, RPD3L1}, CXCL9 (C-X-C motif chemokine ligand 9) [NCBI Gene 4283] {aka CMK, Humig, MIG, SCYB9, crg-10}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, D9Mgc45e (DNA segment, Chr 9, MRC UK Mouse Genome Centre 45 expressed) [NCBI Gene 28134] {aka CD3}, CCL5 (C-C motif chemokine ligand 5) [NCBI Gene 6352] {aka D17S136E, RANTES, SCYA5, SIS-delta, SISd, TCP228}, CD34 (CD34 molecule) [NCBI Gene 947], MAF (MAF bZIP transcription factor) [NCBI Gene 4094] {aka AYGRP, CCA4, CTRCT21, c-MAF}, Xbp1 (X-box binding protein 1) [NCBI Gene 22433] {aka D11Ertd39e, TREB-5, TREB5, XBP-1}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, MT1G (metallothionein 1G) [NCBI Gene 4495] {aka MT1, MT1K}, ALDH7A1 (aldehyde dehydrogenase 7 family member A1) [NCBI Gene 501] {aka ATQ1, EPD, EPEO4, PDE}, APC (APC regulator of Wnt signaling pathway) [NCBI Gene 324] {aka BTPS2, DESMD, DP2, DP2.5, DP3, GS}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, CD36 (CD36 molecule (CD36 blood group)) [NCBI Gene 948] {aka BDPLT10, CHDS7, FAT, GP3B, GP4, GPIV}, SPP1 (secreted phosphoprotein 1) [NCBI Gene 6696] {aka BNSP, BSPI, ETA-1, OPN}, C1QA (complement C1q A chain) [NCBI Gene 712] {aka C1QD1}
- **Diseases:** TAMs (MESH:D000072716), glioblastoma (MESH:D005909), breast cancer (MESH:D001943), VAT (MESH:D018205), ovarian cancer (MESH:D010051), cytotoxicity (MESH:D064420), Omental metastases (MESH:D009362), breast and pancreatic tumors (MESH:C537262), AAMs (MESH:D001201), colorectal cancer (MESH:D015179), omental (MESH:D015436), hypoxia (MESH:D000860), TAM (MESH:D020914), EOC (MESH:D000077216), Metastatic cancer (MESH:D009369), fibrosis (MESH:D005355), melanoma (MESH:D008545), inflammation (MESH:D007249), fatty (MESH:D008067), peritoneal lesion (MESH:D010532)
- **Chemicals:** DAB (MESH:C000469), taxane (MESH:C080625), PB (MESH:D007854), CD36 (MESH:C058604), sphingolipids (MESH:D013107), nivolumab (MESH:D000077594), clodronate (MESH:D004002), ROS (MESH:D017382), DAPI (MESH:C007293), glucose (MESH:D005947), formalin (MESH:D005557), CO2 (MESH:D002245), CM (MESH:D003476), paraformaldehyde (MESH:C003043), Lipid (MESH:D008055), palmitic acid (MESH:D019308), haem (MESH:D006418), Alexa Fluor 488 (MESH:C000711379), Fatty acid (MESH:D005227), MDA (MESH:D008315), acetone (MESH:D000096), RGFP966 (MESH:C000603861), H&amp;E (MESH:D006371), L-GlutaMAX (-), carboplatin (MESH:D016190), BODIPY 493/503 (MESH:C527198), Alexa Fluor 555 (MESH:C000608607), BODIPY (MESH:C095489), MVC (MESH:D000077592), liproxstatin-1 (MESH:C000595890), cholesterol (MESH:D002784), GlutaMAX (MESH:C054122), water (MESH:D014867), phospholipids (MESH:D010743), M2 (MESH:C034584), oligodTs (MESH:C027903), EDTA (MESH:D004492), poly(I:C) (MESH:D011070), FITC (MESH:D016650), Entinostat (MESH:C118739), Triton X (MESH:D017830), methanol (MESH:D000432), ferrostatin-1 (MESH:C573944), paraffin (MESH:D010232), OCT (MESH:C051883), fat (MESH:D005223), trabectedin (MESH:D000077606), sugars (MESH:D000073893)
- **Species:** Phocaeicola vulgatus (species) [taxon 821], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], Rattus norvegicus (brown rat, species) [taxon 10116], Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** MDA-MB-231 — Homo sapiens (Human), Breast adenocarcinoma, Cancer cell line (CVCL_0062)

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12957430/full.md

## References

1 references — full list in the complete paper: https://tomesphere.com/paper/PMC12957430/full.md

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Source: https://tomesphere.com/paper/PMC12957430