COL10A1 and gastric cancer: Although our results provide novel insights into the role of COL10A1 in GC, further validation in additional GC cell lines, including AGS and NCI-N87, as well as GC–CAF co-culture systems, is necessary to strengthen the conclusions and confirm their broader relevance.