Elevated ALKBH5 expression enhanced M2 polarisation and attenuated M1 polarisation, revealing its critical role in macrophage immunomodulation and suggesting potential therapeutic strategies for DKD. The gene discussed is ALKBH5; the disease is diabetic kidney disease.