To further explore such altered communication, we compared signaling pathways between the two groups, revealing that TRAIL, CSF, PVR, OSM and GDF signals were uniquely presented in GSV with DM, most of which were associated with inflammatory responses (Figure S6). Here, PAEP is linked to diabetes mellitus.