Among the most studied pro-inflammatory mediators in post-COVID-19 patients, both TNF-alpha, which is associated with impaired synaptic plasticity, microglial activation and subsequent detrimental effects on memory [35], and IL-6, which is associated with cognitive dysfunction in mouse models [36], are associated with mood changes and cognitive deficits [33]. This evidence concerns the gene TNF and COVID-19.