plasma
AGS; MKN-28; HGC-27; GES-1
-
not specified
RT-qPCR; Clinical Sample Validation; Cohort Study; ROC Analysis; Bioinformatics Analysis
EV-circURI1 (as part of a four-marker EV-circRNA panel) differentiates healthy donors from gastric cancer patients and supports early-stage gastric cancer diagnosis using BEISA combined with machine learning.
EV-associated circ-URI1 is up-regulated in gastric cancer plasma samples and is used as one of four EV-circRNA biomarkers measured by the BEISA platform. Together with the other markers and machine learning, it supports noninvasive classification of healthy donors vs gastric cancer patients and helps early-stage diagnosis.
0.5121
Bimodal In Situ Analyzer for Circular RNA in Extracellular Vesicles Combined with Machine Learning for Accurate Gastric Cancer Detection.
combined biological and clinical study