Discriminative model integrating metagenomic and metabolomic markers

1. Discriminative model integrating metagenomic and metabolomic markers predict upper gastrointestinal cancer in humans (AUC = 0.76).

   Humansin distinguishing UGIC from normal

   Integrated landscape of salivary metagenome and multi-biofluid metabolome characterizes a microbial-metabolic axis in upper gastrointestinal cancer progression · Microbiome · 28 Jul 2026

Upper gastrointestinal cancer →

1. Discriminative model integrating metagenomic and metabolomic markers predict high-grade intraepithelial neoplasia in humans (AUC = 0.77).

   Humansin distinguishing HGIN from normal

   Integrated landscape of salivary metagenome and multi-biofluid metabolome characterizes a microbial-metabolic axis in upper gastrointestinal cancer progression · Microbiome · 28 Jul 2026

High-grade intraepithelial neoplasia →

1. Discriminative model integrating metagenomic and metabolomic markers predict low-grade intraepithelial neoplasia in humans (AUC = 0.83).

   Humansin distinguishing LGIN from normal

   Integrated landscape of salivary metagenome and multi-biofluid metabolome characterizes a microbial-metabolic axis in upper gastrointestinal cancer progression · Microbiome · 28 Jul 2026

Low-grade intraepithelial neoplasia →