# Integrative Multi‐Omics Identifies S100A4 as a Translational Hub Linking Environmental Bis(2‐Ethylhexyl) Phthalate (DEHP) Exposure to Glioblastoma Risk

**Authors:** Shasha Tan, Zhou Li, Zhenjiang Du, Jinliang You, Lichun Qiao, Long Zhao, Binbin Yang, Xiaoping Tang, Sajjad Muhammad, Hongjun Liu

PMC · DOI: 10.1155/mi/2385129 · Mediators of Inflammation · 2026-02-23

## TL;DR

This study finds that DEHP, a common plasticizer, may increase glioblastoma risk by interacting with the S100A4 protein and altering lipid metabolism.

## Contribution

The study identifies a novel DEHP–S100A4–lipid metabolic axis linking environmental exposure to glioblastoma risk.

## Key findings

- S100A4 shows the strongest causal link between DEHP exposure and increased GBM risk (OR = 2.03).
- S100A4 partially influences GBM risk by altering plasma lipid metabolites, with erucic acid mediating ~17% of the effect.
- Molecular simulations confirm S100A4 as a high-affinity binding target of DEHP.

## Abstract

Glioblastoma (GBM) is a highly aggressive central nervous system malignancy with a dismal 5‐year survival rate of less than 5%, and poorly understood environmental factors complicate its treatment. One such factor is bis(2‐ethylhexyl) phthalate (DEHP, also known as di‐2‐ethylhexyl phthalate), a common plasticizer with documented neurotoxicity, yet its potential role in GBM pathogenesis remains elusive. In this study, we employed an integrative computational framework that combined network toxicology, single‐cell transcriptomics, proteome‐wide and metabolome‐wide Mendelian randomization (MR), and molecular dynamics (MD) simulations to systematically investigate the interplay between DEHP and GBM risk. Cross‐dataset targets were identified by mining toxicogenomic and disease databases, followed by the construction of a protein–protein interaction (PPI) network. This approach identified 76 overlapping targets between DEHP and GBM, which were refined to 24 hub genes through topological analysis. Notably, MR analyses revealed putative causal associations between higher genetically predicted plasma levels of three hub proteins—CD63, CTSS, and S100A4—and an increased risk of GBM, with S100A4 showing the strongest effect (odds ratio [OR] = 2.03, 95% confidence interval [CI] 1.15–3.58, p = 0.0149). This association was consistently validated across 11 independent cohorts, including TCGA, GTEx, and GEO datasets. Molecular docking and dynamics simulations identified S100A4 as the predominant binding target of DEHP, revealing a high‐affinity interaction that may stabilize a metastasis‐associated conformation. A two‐step MR mediation analysis further indicated that S100A4 partially influences GBM risk by altering plasma lipid metabolites, with erucic acid mediating ~17% of the total effect. In conclusion, our analysis provides converging computational and genetic epidemiological evidence for a novel DEHP–S100A4–lipid metabolic axis that may contribute to GBM development. This pathway conceptually bridges environmental toxicology and neuro‐oncology and highlights S100A4 and associated lipid disturbances as potential targets for preventive intervention. However, the proposed mechanistic links remain inferential, and definitive confirmation will require future in vitro and in vivo experiments to directly test the impact of DEHP on S100A4 expression, function, and downstream metabolic reprogramming in GBM models.

## Linked entities

- **Genes:** S100A4 (S100 calcium binding protein A4) [NCBI Gene 6275], CD63 (CD63 molecule) [NCBI Gene 967], CTSS (cathepsin S) [NCBI Gene 1520]
- **Proteins:** S100A4 (S100 calcium binding protein A4), CD63 (CD63 molecule), CTSS (cathepsin S)
- **Chemicals:** bis(2-ethylhexyl) phthalate (PubChem CID 8343), DEHP (PubChem CID 8343), erucic acid (PubChem CID 5281116)
- **Diseases:** glioblastoma (MONDO:0018177), GBM (MONDO:0018177)

## Full-text entities

- **Genes:** CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, PPARA (peroxisome proliferator activated receptor alpha) [NCBI Gene 5465] {aka NR1C1, PPAR, PPAR-alpha, PPARalpha, hPPAR}, ESR1 (estrogen receptor 1) [NCBI Gene 2099] {aka ER, ESR, ESRA, ESTRR, Era, NR3A1}, IDH1 (isocitrate dehydrogenase (NADP(+)) 1) [NCBI Gene 3417] {aka HEL-216, HEL-S-26, IDCD, IDH, IDP, IDPC}, S100A4 (S100 calcium binding protein A4) [NCBI Gene 6275] {aka 18A2, 42A, CAPL, FSP1, MTS1, P9KA}, CTSS (cathepsin S) [NCBI Gene 1520], AGER (advanced glycosylation end-product specific receptor) [NCBI Gene 177] {aka RAGE, SCARJ1, sRAGE}, AHR (aryl hydrocarbon receptor) [NCBI Gene 196] {aka FVH3, RP85, bHLHe76}, CD63 (CD63 molecule) [NCBI Gene 967] {aka AD1, HOP-26, ME491, MLA1, OMA81H, Pltgp40}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, ELAVL2 (ELAV like RNA binding protein 2) [NCBI Gene 1993] {aka HEL-N1, HELN1, HUB}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, MGMT (O-6-methylguanine-DNA methyltransferase) [NCBI Gene 4255]
- **Diseases:** central nervous system tumor (MESH:D016543), toxicity (MESH:D064420), metastasis (MESH:D009362), colorectal, liver, breast, prostate, pancreatic, and bladder cancer (MESH:D015179), carcinogenic (MESH:D011230), DEHP (MESH:D003643), TAMs (MESH:D000072716), GBM (MESH:D005909), neuronal damage (MESH:D009410), cancer (MESH:D009369), neurotoxicity (MESH:D020258), central nervous system malignancy (MESH:D002493), neuroinflammatory (MESH:D000090862), glioma (MESH:D005910), critically ill (MESH:D016638), inflammatory (MESH:D007249), hyperthermia (MESH:D005334), OMIM (MESH:D030342), carcinogenesis (MESH:D063646)
- **Chemicals:** N-acetylaspartate (MESH:C000179), TMZ (MESH:D000077204), monounsaturated fatty acid (MESH:D005229), fatty acid (MESH:D005227), PVC (MESH:D011143), Cl- (MESH:D002713), bile acid (MESH:D001647), 1-palmitoyl-2-docosahexaenoyl-GPC (-), phthalate (MESH:C032279), Na+ (MESH:D012964), Hydrogen (MESH:D006859), endocannabinoid (MESH:D063388), very-long-chain fatty acids (MESH:C017364), lipid (MESH:D008055), erucate (MESH:C049811), kynurenate (MESH:D007736), TMAO (MESH:C005855), Bis(2-Ethylhexyl) Phthalate (MESH:D004051), tyramine O-sulfate (MESH:C027957), phospholipid (MESH:D010743), Water (MESH:D014867)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** DELTA

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## References

62 references — full list in the complete paper: https://tomesphere.com/paper/PMC12927903/full.md

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Source: https://tomesphere.com/paper/PMC12927903