Research progress on artificial intelligence-based multi-omics technology for the diagnosis and treatment of gastric cancer
10.12354/j.issn.1000-8179.2025.20250142
- VernacularTitle:基于人工智能算法的多组学技术在胃癌诊疗中的研究进展
- Author:
Yang AIJIA
1
;
Sui CHANGSHENG
;
Qiao JILING
;
Zhang ZEPING
;
Yang JING
Author Information
1. 甘肃中医药大学第一临床医学院(兰州市 730000)
- Publication Type:Journal Article
- Keywords:
gastric cancer;
multi-omics technology;
artificial intelligence(AI);
early screening;
personalized treatment;
prognostic as-sessment
- From:
Chinese Journal of Clinical Oncology
2025;52(7):372-378
- CountryChina
- Language:Chinese
-
Abstract:
Gastric cancer,which has high incidence and mortality rates worldwide,faces numerous challenges in its diagnosis and treatment.In recent years,the combination of multi-omics technology and artificial intelligence(AI)algorithms has brought new hope for the diagnosis and treatment of this malignant disease.Multi-omics technology encompasses the fields of genomics,transcriptomics,proteomics,meta-bolomics,and radiomics,and can comprehensively reveal the biological characteristics of gastric cancer.AI algorithms,particularly machine-and deep-learning methods,possess powerful data integration,feature extraction,and pattern recognition capabilities,enabling the extrac-tion of the most valuable information from vast and complex multi-omics data.Such technology can aid in the early screening,precise dia-gnosis,personalized treatment,and prognostic assessment of gastric cancer.In this article,research progress on AI-based multi-omics tech-nology for the diagnosis and treatment of gastric canceris reviewed,and current applications of such technology at different diagnostic and therapeutic stages,the challenges faced,and future development directions are discussed,with the aim of providing new ideas and meth-ods for the diagnosis and treatment of this malignant disease.
