Notably, HSP70—a molecular chaperone directly interacting with HBP21-has been implicated in macrophage polarization through STAT3-dependent mechanisms, favoring M2 transitions in drug-induced AKI [15, 16]. Here, TTC36 is linked to acute kidney injury.