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Updated: Jun 19, 2026

Establishment and Evaluation of a Risk Prediction Model for Pathological Escalation of Gastric Low-Grade Intraepithelial Neoplasia
Published on: February 16, 2024
Oncogenic pathway combinations predict clinical prognosis in gastric cancer
Chia Huey Ooi1, Tatiana Ivanova, Jeanie Wu
1Duke-NUS Graduate Medical School, Singapore.
This study identifies key oncogenic pathways in gastric cancer (GC) linked to patient survival. Gastric cancer can be classified into distinct subgroups based on pathway activity, aiding in understanding disease behavior.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Solid cancers display significant heterogeneity in oncogenic pathway deregulation.
- Gastric cancer (GC) is a leading cause of cancer mortality globally.
- Understanding major oncogenic pathways in GC is crucial for improving patient outcomes.
Purpose of the Study:
- To identify major oncogenic pathways in gastric cancer (GC) associated with patient survival.
- To stratify GC patients based on oncogenic pathway activation patterns.
- To explore the role of pathway interactions in GC disease behavior.
Main Methods:
- Utilized gene expression signatures for an in silico strategy.
- Mapped oncogenic pathway activation patterns in 301 primary gastric cancers.
- Functionally validated pathway predictions in gastric cancer cell lines.
Main Results:
- Identified three key deregulated oncogenic pathways in over 70% of GCs: proliferation/stem cell, NF-kappaB, and Wnt/beta-catenin.
- Demonstrated reproducible and significant survival differences across patient cohorts stratified by pathway combinations.
- Showcased the ability to taxonomize individual GCs into biologically and clinically relevant subgroups based on pathway activity.
Conclusions:
- Gastric cancer heterogeneity can be characterized by specific oncogenic pathway deregulation.
- Pathway interactions significantly influence GC disease behavior and patient survival.
- In silico prediction of pathway activity enables large-scale study of interacting pathways in primary cancers.
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