Neuroinflammation following peripheral surgery is a pivotal pathogenic mechanism of postoperative cognitive dysfunction (POCD). However, the key site of inflammation-mediated neural damage remains unclear. Impaired mitochondrial function is a vital feature of degenerated neurons. Dynamin-related protein 1 (DRP1), a crucial regulator of mitochondrial dynamics, has been shown to play an essential role in synapse formation. Here, we designed experiments to assess whether Drp1-regulated mitochondrial dynamics and function are involved in the pathological processes of POCD and elucidate its relationship with neuroinflammation. Aged mice were subjected to experimental laparotomy under isoflurane anesthesia. Primary neurons and SH-SY5Y cells were exposed to tumor necrosis factor (TNF). We found an increase in Drp1 activation as well as mitochondrial fragmentation both in the hippocampus of mice after surgery and primary neurons after TNF exposure. Pretreatment with Mdivi-1, a Drp1 specific inhibitor, reduced this mitochondrial fragmentation. Drp1 knockdown with small interfering RNA blocked TNF-induced mitochondrial fragmentation in SH-SY5Y cells. However, the application of Mdivi-1 exhibited a negative impact on mitochondrial function and neurite growth in primary neurons. Calcineurin activity was increased in primary neurons after TNF exposure and contributed to the Drp1 activation. The calcineurin inhibitor FK506 exhibited a Drp1-independent function that mitigated mitochondrial dysfunction. Finally, we found that FK506 pretreatment ameliorated the neurite growth in neurons treated with TNF and the learning ability of mice after surgery. Overall, our research indicated a crucial role of mitochondrial function in the pathological processes of POCD, and neuronal metabolic modulation may represent a novel and important target for POCD. Display omitted •Drp1-mediated mitochondrial fission involved in the pathological processes of POCD.•Mitochondrial dysfunction occurred prior to fission under TNF stimulation.•Inhibiting fission worsened mitochondrial function and neural outcome.•Calcineurin mediated Drp1 activation in response to TNF stimulation.•Calcineurin inhibition may be a potential therapeutic strategy for POCD.