Development of an ADME gene signature for prognostic and therapeutic stratification in gastric cancer
A pivotal determinant of tumor therapy efficacy lies in the absorption, distribution, metabolism, and excretion (ADME) processes that govern drug disposition within the body. We intended to establish a prognostic model incorporating ADME-related genes to forecast the survival rate and therapeutic response in gastric cancer (GC) patients. By integrating Cox regression and LASSO analysis for dimensionality reduction and feature selection, we identified a stable five-gene signature with significant prognostic value. Subsequently, the stability of the model was verified. A nomogram incorporating these genes was constructed and integrated with a clinicopathological feature prediction system to improve its clinical applicability. The results revealed a robust correlation between ADME-related genes and the survival outcomes of GC patients. The ADME-based gene signature serves as a robust prognostic biomarker for evaluating the survival outcomes. Furthermore, immune cell infiltration and functional analyses demonstrated distinct patterns between the two strata, with the high-risk stratum exhibiting superior drug sensitivity. Finally, in vitro validation experiments using AGS and HGC-27 cell lines confirmed that elevated CYP2A6 expression promotes the progression of GC. This finding indicates that CYP2A6 may be a new biomarker in the therapeutic management of the disease.
Authors
- Zhenwei Miao (ORCID: https://orcid.org/0000-0002-0703-0718)
- Xiangfei Meng (ORCID: https://orcid.org/0000-0002-0857-1305)
- Xuejian Wang (ORCID: https://orcid.org/0009-0001-0561-8032)
- Haitao Wang (ORCID: https://orcid.org/0000-0001-6910-974X)
- Dandan Wang (ORCID: https://orcid.org/0000-0001-8466-8830)
- Lin Chen (ORCID: https://orcid.org/0000-0001-7995-1498)
- Yang Zhao (ORCID: https://orcid.org/0000-0003-4524-6154)
Institutions
- Tianjin Medical University General Hospital (CN)
- Tianjin Anding Hospital (CN)
- Second Hospital of Tianjin Medical University (CN)
- Tianjin Medical University (CN)
Publication Details
- Journal
- Discover Oncology
- Published
- 2025-10-15
- DOI
- https://doi.org/10.1007/s12672-025-03729-z
- Primary Topic
- Ferroptosis and cancer prognosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00