Thermoelectric catalytic therapy is an emerging therapeutic approach but faces the issue of limited temperature variations in living organisms. Here the authors address this issue by developing urchin-like Cu2−xSe hollow nanospheres that display a cascade of plasmonic photothermal and thermoelectric conversion processes for plasmonic-thermoelectric catalytic cancer therapy.