Type 2 diabetes mellitus (T2DM), a high-incidence chronic metabolic disorder, has emerged as a global health issue, where most patients need lifelong medication. Gaining insights into molecular mechanisms involved in T2DM development is expected to provide novel strategies for clinical prevention and treatment. Growing evidence validates that non-coding RNAs (ncRNAs) including microRNAs (miRNAs), long non-coding RNAs (lncRNAs), and circular RNAs (circRNAs) function as crucial regulators in multiple biological processes of T2DM, inspiring various potential targets and drug candidates. In this review, we summarize the current understanding of ncRNA roles in T2DM and discuss the potential use of ncRNAs as targets and active molecules for drug discovery.

Polycomb repressive complex 1 (PRC1) is a multisubunit, evolutionarily conserved epigenetic regulator critical to numerous biological processes. Being a core component of the canonical PRC1 subunit within the Polycomb group protein complex, Chromobox4 (CBX4), a SUMO E3 ligase, can bind to H3K27me3 and recruit PRC1. This ligase regulates the SUMOylation of various proteins and permits their post-translational modification under different physiological conditions. CBX4 has been reported to regulate the development of senescence and various diseases in vivo. This review delves into the physiological functions and action mechanisms of CBX4 across different tissues and cells, particularly focusing on its primarily roles in migration, cellular senescence, metabolic dysregulation, inflammation development, and tumor proliferation. Targeting CBX4 offers a therapeutic potential for delaying cell senescence and suppressing tumor growth.