The anti-inflammatory effect of HDAC7 knockout provides novel therapeutic strategies for inflammation-related brain diseases such as neurodegenerative disorders and stroke; targeting HDAC7 or its downstream pathways holds promise as a precision medicine approach for intervening in central nervous system inflammation. This evidence concerns the gene HDAC7 and stroke disorder.