Thus, the PARP1-MCL1-CD40 axis may play a critical role in modulating neuroinflammation, apoptosis, and cellular repair mechanisms, which are central to the progression of ischemic stroke, VaD, and other neurodegenerative conditions. This evidence concerns the gene PARP1 and ischemic stroke.