Table 1_tRNA regulatory ecosystem states shape tissue and circulating small-RNA landscapes in gastric cancer.xlsx

Direct tissue small-RNA profiling revealed a marked expansion of tRF output and repertoire breadth in TRES-2 and TRES-3, with state-specific tRF classes, parent-tRNA modules, and exact sequences. A shared set of 446 exact tRF sequences connected the tissue and serum catalogues. In an independent gastric cancer series, the three-state architecture aligned with ACRG molecular subtypes, RNA cargo selection, extracellular vesicle release, and stress-response programs.

Single-cell mapping placed tRNA-regulatory activity across epithelial, stromal, and immune compartments. In our serum cohort, the 14-30-nt fraction declined from 47.4% in CAG to 37.8% in EGC and 33.6% in GC, while the 31-40-nt fraction rose from 52.6% to 62.2% and 66.4% (absolute Spearman rho = 0.791; BH-adjusted P = 0.0112; exact-permutation P = 0.0214).</p>Conclusion<p>tRNA regulation defines gastric cancer ecosystem states with distinct genomic, proteomic, and tissue small-RNA correlates.

In our serum cohort, the reciprocal shift in circulating tRF/tiRNA length composition—a decline in the 14-30-nt fraction and a rise in the 31-40-nt fraction—parallels the transition from CAG to EGC to GC. These findings establish a testable molecular framework for paired tissue-serum validation and position circulating tRF/tiRNA architecture as a candidate readout of gastric cancer ecosystem biology.</p>