# Causal effects of inflammatory cytokines on hemangioma mediated by blood metabolites: A two-step Mendelian randomization study

**Authors:** Yu Fan, He You Yuan, Yang Zhao Zhi, Wei Tian Zhuo, An Wang Yan, Xiao Meng, Du Zhong

PMC · DOI: 10.5937/jomb0-58168 · Journal of Medical Biochemistry · 2025-11-05

## TL;DR

This study uses genetic data to explore how inflammation and blood metabolites might cause hemangioma, a common infant tumor, and identifies specific chemicals that could be involved in its development.

## Contribution

The first Mendelian randomization study on hemangioma identifies causal inflammatory cytokines and metabolites, revealing potential mediators in tumor development.

## Key findings

- Nine inflammatory cytokines, including CCL20 and IFN-y, show significant causal effects on hemangioma risk.
- Fifty-two blood metabolites and ratios are found to have causal effects, with 18 increasing and 34 decreasing hemangioma risk.
- Gamma-glutamylvaline is identified as a mediator in cytokine-driven hemangioma pathways.

## Abstract

Hemangioma is the most prevalent infantile vascular tumor. The state of inflammation and metabolism may contribute to the occurrence and development of hemangioma, but their causal relationships have not been clearly elucidated. In this study, via Mendelian randomization (MR) analysis, we aimed to investigate the causal effect of inflammatory cytokines and blood metabolites on hemangioma, and to explore the potential mediating role of metabolites.

Applying large-scale genome-wide association studies (GWAS) dataset, we applied two-sample Mr to infer causal relationships among 91 inflammatory cytokines, 1091 blood metabolites and 309 metabolite ratios and hemangioma. In addition, a two-step Mr was used to assess the potential mediating role of metabolites. Functional enrichment was also performed to explore the biological pathways involved.

9 cytokines exhibited significant causal effects on hemangioma. Cytokines such as C-C motif chemokine 20 (CCL20), Interferon-y(IFN-y), Eotaxin and TNF-related activation-induced cytokine (TRANCE) were associated with an increased risk, while Interleukin-12 subunit beta(IL12B), C-X-C motif chemokine 11(CXCL11), Transforming growth factor-alpha (TGF-a), Oncostatin-M(OSM) and Interleukin-17A (IL17A) were inversely associated. Additionally, 52 blood metabolites and metabolite-ratios were discovered to have causal effects on hemangioma. 18 metabolites and metabolite-ratios were associated with an elevated risk of hemangioma, whereas 34 metabolites and metabolite-ratios appeared to be protective factors. Mediation analysis further identified specific metabolites, such as Gamma-glutamylvaline, as mediators in cytokine-hemangioma pathways, suggesting that they might modulate cytokine-driven tumorigenesis.

As the first Mr study focused on hemangioma, we identified key cytokines and metabolites which might exert a causal effect on hemangioma, with several metabolites functioning as intermediators in cytokine-induced tumorigenesis process. The complex interaction between inflammation and metabolism in hemangioma was revealed, laying a foundation for future studies to explore potential targeted treatments.

## Linked entities

- **Proteins:** CCL20 (C-C motif chemokine ligand 20), IL12B (interleukin 12B), CXCL11 (C-X-C motif chemokine ligand 11), TGFA (transforming growth factor alpha), OSM (oncostatin M), IL17A (interleukin 17A)
- **Chemicals:** Gamma-glutamylvaline (PubChem CID 7015683)
- **Diseases:** hemangioma (MONDO:0006500)

## Full-text entities

- **Genes:** CCL20 (C-C motif chemokine ligand 20) [NCBI Gene 6364] {aka CKb4, Exodus, LARC, MIP-3-alpha, MIP-3a, MIP3A}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, TGFA (transforming growth factor alpha) [NCBI Gene 7039] {aka TFGA}, CCR6 (C-C motif chemokine receptor 6) [NCBI Gene 1235] {aka BN-1, C-C CKR-6, CC-CKR-6, CCR-6, CD196, CKR-L3}, CCL11 (C-C motif chemokine ligand 11) [NCBI Gene 6356] {aka SCYA11}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, PLEKHM1 (pleckstrin homology and RUN domain containing M1) [NCBI Gene 9842] {aka AP162, B2, OPTA3, OPTB6}, CCR3 (C-C motif chemokine receptor 3) [NCBI Gene 1232] {aka C C CKR3, CC-CKR-3, CD193, CKR 3, CKR3, CMKBR3}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, FTO (FTO alpha-ketoglutarate dependent dioxygenase) [NCBI Gene 79068] {aka ALKBH9, BMIQ14, GDFD, IFEX9}, CXCL11 (C-X-C motif chemokine ligand 11) [NCBI Gene 6373] {aka H174, I-TAC, IP-9, IP9, SCYB11, SCYB9B}, TNFSF11 (TNF superfamily member 11) [NCBI Gene 8600] {aka CD254, ODF, OPGL, OPTB2, RANKL, TNLG6B}, CXCR3 (C-X-C motif chemokine receptor 3) [NCBI Gene 2833] {aka CD182, CD183, CKR-L2, CMKAR3, GPR9, IP10-R}, OSM (oncostatin M) [NCBI Gene 5008], MAPK8 (mitogen-activated protein kinase 8) [NCBI Gene 5599] {aka JNK, JNK-46, JNK1, JNK1A2, JNK21B1/2, PRKM8}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}
- **Diseases:** hematological malignancies (MESH:D019337), Hemangioma (MESH:D006391), endothelial (MESH:D005642), tissue injury (MESH:D017695), hypoxia (MESH:D000860), inflammatory cytokines (MESH:D000080424), facial disfigurement (MESH:D005153), bleeding (MESH:D006470), tumorigenesis (MESH:D063646), ischemic injury (MESH:D017202), solid tumors (MESH:D009369), Inflammation (MESH:D007249), rheumatoid arthritis (MESH:D001172), atherosclerosis (MESH:D050197)
- **Chemicals:** Gamma-glutamylvaline (MESH:C482621), glucose (MESH:D005947), glyoxylate (MESH:C031150), glycine (MESH:D005998), lipid (MESH:D008055), amino acids (MESH:D000596), 1-arachidonyl-glycerol (MESH:C477658), fatty acid (MESH:D005227), propranolol (MESH:D011433), 1-stearoyl-2-arachidonoyl-GPI (-)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

21 references — full list in the complete paper: https://tomesphere.com/paper/PMC12967186/full.md

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Source: https://tomesphere.com/paper/PMC12967186