Journal: iScience
Article Title: OM-sqPCR enables one-step multiplex quantification of circulating small-RNA subclasses for colorectal cancer classification
doi: 10.1016/j.isci.2026.117540
Figure Lengend Snippet: Diagnostic performance of the four-sRNA biomarker panel in the training cohort (A) Serum concentrations of hsa-miR-223-3p, rsRNA-28S-12, tsRNA-Asp-GTC-1, and hsa-let-7f-5p in HC ( n = 59), CRP ( n = 49), and CRC ( n = 101) groups. Tukey-adjusted p values for HC versus CRP, HC versus CRC, and CRP versus CRC, respectively, were 0.8399, < 0.0001, and < 0.0001 for hsa-miR-223-3p; 0.8653, < 0.0001, and < 0.0001 for rsRNA-28S-12; 0.9358, 0.0003, and 0.0002 for tsRNA-Asp-GTC-1; and > 0.9999, < 0.0001, and < 0.0001 for hsa-let-7f-5p. (B) ROC analysis for distinguishing CRC from HC. AUCs were 0.9114 (95% CI, 0.8656–0.9572) for hsa-miR-223-3p, 0.9142 (95% CI, 0.8674–0.9611) for rsRNA-28S-12, 0.8397 (95% CI, 0.7761–0.9033) for tsRNA-Asp-GTC-1, 0.8856 (95% CI, 0.8334–0.9377) for hsa-let-7f-5p, and 0.9261 (95% CI, 0.8782–0.9739) for the combined panel. (C) ROC analysis for distinguishing CRC from CRP. AUCs were 0.8917 (95% CI, 0.8417–0.9417), 0.8828 (95% CI, 0.8305–0.9351), 0.9147 (95% CI, 0.8690–0.9604), 0.8909 (95% CI, 0.8411–0.9406), and 0.9447 (95% CI, 0.9109–0.9786), respectively. (D) ROC analysis of four machine-learning models in the training cohort. AUCs were 0.9659 (95% CI, 0.9432–0.9886) for SVM-Linear, 0.9630 (95% CI, 0.9383–0.9878) for LogReg-L2, 0.9518 (95% CI, 0.9238–0.9797) for LDA-lsqr, and 0.9506 (95% CI, 0.9229–0.9782) for random forest. (E) SHAP-based ranking of the four sRNA features from the SVM-Linear model. (F) Confusion matrix for the internal test set (non-CRC, n = 45; CRC, n = 30) at the prespecified classification threshold of 0.4603. The resulting sensitivity was 90.0% and specificity was 95.6%. Data in (A) are presented as the mean ± SEM. Group comparisons in (A) used one-way ANOVA followed by Tukey’s multiple-comparisons test. ROC AUCs are reported with 95% confidence intervals. Asterisks denote the following Tukey-adjusted significance thresholds: adjusted p ≥ 0.05, ns, ∗adjusted p < 0.05, ∗∗adjusted p < 0.01, ∗∗∗adjusted p < 0.001, ∗∗∗∗adjusted p < 0.0001.
Article Snippet: VAHTS Small RNA Library Prep Kit , Vazyme , NR811.
Techniques: Diagnostic Assay, Biomarker Discovery, Analysis, Sensitivity