# Computer-Aided Molecular Design Meets Network Toxicology and Molecular Docking: A Joint Strategy to Explore Common Molecular Mechanisms of Phthalates on Human Breast Cancer and Structure–Activity Relationship

**Authors:** Xinyu Yang, Zijun Bai, Xiaoyun Yan, Yu Zhou, Caiyun Zhong, Jieshu Wu

PMC · DOI: 10.3390/ijms26209878 · International Journal of Molecular Sciences · 2025-10-10

## TL;DR

This study explores how certain phthalates promote breast cancer by targeting key genes and suggests ways to design safer plasticizer alternatives.

## Contribution

The study introduces a joint strategy combining network toxicology and molecular docking to uncover shared mechanisms of phthalates in breast cancer.

## Key findings

- PAEs interact with key genes TP53, CTNNB1, PPARA, ESR1, and CDKN2A, impacting breast cancer progression.
- BBP shows the strongest interaction with these genes, while DEHP has the weakest.
- Modifications to BBP, such as lengthening alkyl chains or removing phenyl groups, reduce its binding affinity to these genes.

## Abstract

Distinct PAEs are implicated in breast cancer progression through multiple molecular pathways. This study aims to elucidate the potential mechanisms in common by which PAEs promote breast cancer progression. Dibutyl phthalate (DBP), benzyl butyl phthalate (BBP), and diethylhexyl phthalate (DEHP) were selected as representative PAE compounds. Network toxicology guided the construction of a regulatory network centered on five key transcription factor-associated genes: TP53, CTNNB1, PPARA, ESR1, and CDKN2A. Differential expression and survival analyses confirmed the significant impact of these hub genes on breast cancer (p < 0.05). Molecular docking results revealed direct interactions between the three PAEs and hub targets, while BBP had the strongest PAE-hub gene interaction and DEHP had the weakest one. Computer-aided molecular design (CAMD), combined with molecular docking, found the importance of alkyl chains and phenyl in PAE-hub gene interaction. A group addition/subtraction controlled experiment revealed that the binding affinities of modified BBP variants to hub genes are all weaker than the unmodified parent. The drop was significant whether the C17 alkyl chain was lengthened to match DEHP (p = 0.026) or the phenyl group was removed (p = 0.022). The findings provide novel insights into the mechanism in common of PAE-promoting breast cancer and offer a foundation for the unified intervention strategies and the design of safer plasticizer alternatives.

## Linked entities

- **Genes:** TP53 (tumor protein p53) [NCBI Gene 7157], CTNNB1 (catenin beta 1) [NCBI Gene 1499], PPARA (peroxisome proliferator activated receptor alpha) [NCBI Gene 5465], ESR1 (estrogen receptor 1) [NCBI Gene 2099], CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029]
- **Chemicals:** dibutyl phthalate (PubChem CID 3026), benzyl butyl phthalate (PubChem CID 2347), diethylhexyl phthalate (PubChem CID 8343)
- **Diseases:** breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, ESR1 (estrogen receptor 1) [NCBI Gene 2099] {aka ER, ESR, ESRA, ESTRR, Era, NR3A1}, PPARA (peroxisome proliferator activated receptor alpha) [NCBI Gene 5465] {aka NR1C1, PPAR, PPAR-alpha, PPARalpha, hPPAR}
- **Diseases:** Breast Cancer (MESH:D001943)
- **Chemicals:** DBP (MESH:D003993), PAE (MESH:C039557), DEHP (MESH:D004051), BBP (MESH:C027561), Phthalates (MESH:C032279)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12563439/full.md

## References

74 references — full list in the complete paper: https://tomesphere.com/paper/PMC12563439/full.md

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Source: https://tomesphere.com/paper/PMC12563439